curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-opus-5-5", "max_tokens": 4096, "system": [ { "type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate." } ], "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ], "thinking": { "type": "adaptive", "display": "summarized" }, "output_config": { "effort": "high" }, "tools": [ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai" } }, "required": ["timezone"] } } ], "tool_choice": { "type": "auto" }, "stop_sequences": ["END"], "stream": false, "metadata": { "user_id": "user_20260810_001" } }'
const response = await fetch("https://api.gravitex.ai/v1/messages", { method: "POST", headers: { "Content-Type": "application/json", Authorization: "Bearer sk-xxxxxxxxxx", }, body: JSON.stringify({ model: "claude-opus-5-5", max_tokens: 4096, system: [ { type: "text", text: "You are a rigorous technical assistant. Keep answers concise and accurate." }, ], messages: [ { role: "user", content: [{ type: "text", text: "What is the date today?" }], }, ], thinking: { type: "adaptive", display: "summarized" }, output_config: { effort: "high" }, tools: [ { name: "get_current_date", description: "Get the current date and time, returned as an ISO-8601 string", input_schema: { type: "object", properties: { timezone: { type: "string", description: "IANA timezone identifier, e.g. Asia/Shanghai" }, }, required: ["timezone"], }, }, ], tool_choice: { type: "auto" }, stop_sequences: ["END"], stream: false, metadata: { user_id: "user_20260810_001" }, }),});const data = await response.json();console.log(data.content);
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai",)message = client.messages.create( model="claude-opus-5-5", max_tokens=4096, system=[ {"type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate."} ], messages=[ { "role": "user", "content": [ {"type": "text", "text": "What is the date today?"} ], } ], thinking={"type": "adaptive", "display": "summarized"}, output_config={"effort": "high"}, tools=[ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai", } }, "required": ["timezone"], }, } ], tool_choice={"type": "auto"}, stop_sequences=["END"], stream=False, metadata={"user_id": "user_20260810_001"},)print(message.content)
# temperature / top_p / top_k are only available on Claude 4.6 and earlier models,# and are unavailable when thinking is enabled; temperature and top_p cannot be passed together.curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "temperature": 0.7, "top_k": 40, "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ] }'
{ "id": "msg_01XFDUDYJgAACzvnptvVoYEL", "type": "message", "role": "assistant", "content": [ { "type": "thinking", "thinking": "The user is asking for the current date. I need to call the get_current_date tool to get the exact time.", "signature": "EqQBCgIYAhIM1gbc..." }, { "type": "tool_use", "id": "toolu_01A09q90qw90lq917835lq9", "name": "get_current_date", "input": { "timezone": "Asia/Shanghai" } } ], "model": "claude-opus-5-5", "stop_reason": "tool_use", "stop_sequence": null, "usage": { "input_tokens": 486, "output_tokens": 142, "output_tokens_details": { "thinking_tokens": 87 } }}
Chat & text
Native Claude Format
POST
/
v1
/
messages
curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-opus-5-5", "max_tokens": 4096, "system": [ { "type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate." } ], "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ], "thinking": { "type": "adaptive", "display": "summarized" }, "output_config": { "effort": "high" }, "tools": [ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai" } }, "required": ["timezone"] } } ], "tool_choice": { "type": "auto" }, "stop_sequences": ["END"], "stream": false, "metadata": { "user_id": "user_20260810_001" } }'
const response = await fetch("https://api.gravitex.ai/v1/messages", { method: "POST", headers: { "Content-Type": "application/json", Authorization: "Bearer sk-xxxxxxxxxx", }, body: JSON.stringify({ model: "claude-opus-5-5", max_tokens: 4096, system: [ { type: "text", text: "You are a rigorous technical assistant. Keep answers concise and accurate." }, ], messages: [ { role: "user", content: [{ type: "text", text: "What is the date today?" }], }, ], thinking: { type: "adaptive", display: "summarized" }, output_config: { effort: "high" }, tools: [ { name: "get_current_date", description: "Get the current date and time, returned as an ISO-8601 string", input_schema: { type: "object", properties: { timezone: { type: "string", description: "IANA timezone identifier, e.g. Asia/Shanghai" }, }, required: ["timezone"], }, }, ], tool_choice: { type: "auto" }, stop_sequences: ["END"], stream: false, metadata: { user_id: "user_20260810_001" }, }),});const data = await response.json();console.log(data.content);
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai",)message = client.messages.create( model="claude-opus-5-5", max_tokens=4096, system=[ {"type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate."} ], messages=[ { "role": "user", "content": [ {"type": "text", "text": "What is the date today?"} ], } ], thinking={"type": "adaptive", "display": "summarized"}, output_config={"effort": "high"}, tools=[ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai", } }, "required": ["timezone"], }, } ], tool_choice={"type": "auto"}, stop_sequences=["END"], stream=False, metadata={"user_id": "user_20260810_001"},)print(message.content)
# temperature / top_p / top_k are only available on Claude 4.6 and earlier models,# and are unavailable when thinking is enabled; temperature and top_p cannot be passed together.curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "temperature": 0.7, "top_k": 40, "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ] }'
{ "id": "msg_01XFDUDYJgAACzvnptvVoYEL", "type": "message", "role": "assistant", "content": [ { "type": "thinking", "thinking": "The user is asking for the current date. I need to call the get_current_date tool to get the exact time.", "signature": "EqQBCgIYAhIM1gbc..." }, { "type": "tool_use", "id": "toolu_01A09q90qw90lq917835lq9", "name": "get_current_date", "input": { "timezone": "Asia/Shanghai" } } ], "model": "claude-opus-5-5", "stop_reason": "tool_use", "stop_sequence": null, "usage": { "input_tokens": 486, "output_tokens": 142, "output_tokens_details": { "thinking_tokens": 87 } }}
Claude’s native message API, suitable for native Anthropic clients such as Claude Code. This API follows Anthropic’s API specification and provides full support for Claude model capabilities, including advanced features such as Extended Thinking and tool calling.
If you are using an OpenAI-compatible client (such as the OpenAI SDK), we recommend using the /v1/chat/completions endpoint instead.
List of conversation messages. Each element contains role (user / assistant; some newer models also support system, see below) and content. content can be a string or an array of media content.Model support: supported by all Claude models.Mid-conversation system messages (role: "system")Inserting {"role": "system", "content": "..."} in the middle of the messages array lets you append operator instructions while the conversation is in progress (for example switching modes or injecting state) without invalidating the previously cached conversation prefix. Compared with modifying the top-level system, this approach is more cache-friendly and harder to exploit via prompt injection. It is generally available and needs no beta header. Officially supported platforms are the Claude API, Amazon Bedrock, and Google Cloud. Official docs: Mid-conversation system messages
claude-sonnet-5, claude-opus-4-7 and earlier models
❌ Returns 400: role 'system' is not supported on this model
Placement rules (violating them on a supported model also returns 400):
It cannot be messages[0];
It must immediately follow a user message (or an assistant message that ends with a server-side tool call);
It must be the last item in the array, or be immediately followed by an assistant message;
It cannot be inserted between an assistanttool_use and its corresponding tool_result (in an agent loop, place it after the user message that carries the tool_result).
{ "model": "claude-sonnet-5-5", "max_tokens": 1024, "system": "You are a helpful assistant.", "messages": [ {"role": "user", "content": "Help me write a product description"}, {"role": "assistant", "content": "Sure, here is a product description..."}, {"role": "user", "content": "Make it shorter"}, {"role": "system", "content": "Concise mode is on: keep replies under 40 words."} ]}
The top-level system field works normally on all models. A role: "system" message is only a supplement to it, suited to multi-turn conversations where instructions need to be added midway. System messages passed through /v1/chat/completions (OpenAI-compatible format) are merged into Claude’s top-level system field and do not follow these rules.
Assistant prefill: ending the request with role: "assistant" to prefill the model’s reply returns 400 on claude-sonnet-4-6, claude-opus-4-6 and all later models (including claude-sonnet-5, claude-sonnet-5-5, claude-opus-5-5, claude-fable-5-1 and claude-haiku-5-5; it is not allowed on Haiku 5.5 even with thinking off). It is unavailable on any model when thinking is enabled. Use output_config.format (Structured outputs) or the system prompt to constrain the output format instead.
Maximum number of tokens to generate, which controls reply length. Must be greater than 0. Thinking tokens also count toward this limit, so reserve enough headroom when thinking is enabled, otherwise the reply may be truncated with stop_reason: "max_tokens".Model support (the per-request output limit differs by model)
System prompt, can be a string or an array of media content. Used to set the model’s behavior and role.Model support: supported by all Claude models, no differences.
❌ Not supported. Passing a non-default value returns 400 (regardless of whether thinking is enabled). Remove the parameter and use the system prompt to steer style instead
✅ Supported; but unavailable when thinking is enabled (incompatible with thinking)
claude-haiku-5-5 validates more strictly: temperature only accepts 1, and any other value (including 0) returns 400; passing both temperature and top_p also returns 400. If you used temperature: 0 for classification on Haiku 4.5, remove the parameter and constrain the result with structured outputs (output_config.format) instead. Official docs: Claude Haiku 5.5 migration guide
On all Claude 4 and later models, temperature and top_pcannot be passed together; use one or the other.
Whether to enable streaming output, which returns data chunks in SSE format.Model support: supported by all Claude models, no differences.
The official SDKs require streaming when max_tokens > 21333, otherwise they raise an error because of HTTP timeouts (a client-side check, not a server-side limit). We recommend always enabling streaming when thinking is enabled or when using a large max_tokens.
List of stop sequences. Generation stops when the model produces one of these sequences, and the response’s stop_reason is then stop_sequence.Model support: supported by all Claude models, no differences.
List of tool definitions, supports function tools and web search tools.Model support: supported by all Claude models, no differences (the available server-side tool types vary by model generation).
⚠️ Only auto and none are supported. Passing any or tool always returns 400 (tool_choice: type "tool" and "any" are not supported for this model.), regardless of whether thinking is enabled; the Batches and count_tokens endpoints reject them as well
claude-haiku-5-5
✅ All four values are supported; but with forced calls (any / tool) the model skips thinking and outputs the tool call directly
✅ All four values are supported, and forced tool calls are compatible with thinking
Models that only support extended thinking (claude-opus-4-5-*, claude-sonnet-4-5-*, claude-haiku-4-5-*, claude-sonnet-4-*)
⚠️ With thinking enabled, only auto and none are supported; passing any or tool raises an error
On models that do not support forced calls, use {"type": "auto"} instead and state explicitly in the prompt which tool to use; also add strict: true to the tool definition to guarantee the arguments conform to the schema. auto does not guarantee that a tool will be called, so check in your code and retry if none was called. If you were forcing a call only to get JSON, switch to structured outputs (output_config.format) instead.Official docs: Forced tool use is not supported | Strict tool use
Extended thinking configuration, enables Claude’s deep reasoning capability.Model support (the parameter with the most variation across generations; see the table below)
Model
Supported thinking modes
When thinking is omitted
Values that return 400
claude-fable-5-1
Adaptive only
Always on
enabled, disabled, between_tools
claude-opus-5-5
Adaptive only
Always on
enabled, between_tools; disabled returns 400 at every effort level
claude-sonnet-5-5
Adaptive + between_tools (lowest tier)
On by default
enabled, disabled; between_tools with xhigh/max returns 400
claude-haiku-5-5
Adaptive only
On by default
enabled, between_tools; disabled is only available when effort ≤ high
claude-fable-5
Adaptive only
Always on
enabled, disabled
claude-opus-5
Adaptive only
On by default
enabled; disabled is only available when effort ≤ high, and returns 400 with xhigh/max
claude-sonnet-5
Adaptive only
On by default
enabled
claude-opus-4-8
Adaptive only
Off
enabled
claude-opus-4-7
Adaptive only
Off
enabled
claude-opus-4-6
Adaptive + extended (deprecated)
Off
None
claude-sonnet-4-6
Adaptive + extended (deprecated)
Off
None
claude-opus-4-5-20251101
Extended only
Off
adaptive
claude-sonnet-4-5-20250929
Extended only
Off
adaptive
claude-haiku-4-5-20251001
Extended only
Off
adaptive
claude-sonnet-4-20250514
Extended only
Off
adaptive
Starting with Claude Opus 4.7, and across the entire Fable, Opus 5 / 5.5, Sonnet 5 / 5.5 and Haiku 5.5 lineups, {"type": "enabled", "budget_tokens": N} always returns 400. Use {"type": "adaptive"} + output_config.effort to control thinking depth instead. budget_tokens is only required on Claude 4.5 and earlier models; it is deprecated on Opus 4.6 / Sonnet 4.6 but still works for now.
Sub-field
Type
Description
type
enum
"adaptive": adaptive thinking, where the model decides when and how deeply to think; "disabled": turn thinking off; "between_tools": supported only on claude-sonnet-5-5, the lowest thinking tier for that model, used in place of the disabled disabled (see below); "enabled": manually set a thinking budget, only for Claude 4.5 and earlier models, used together with budget_tokens
display
enum
"summarized": return a summary of the thinking process; "omitted": do not return thinking content. Thinking still happens and costs the same; omitted only hides it, and the benefit is that the reply text appears sooner when streaming. "updates" (Beta): hide the reasoning and return only the short progress notes the model writes between tool calls; supported on claude-fable-5-1, claude-fable-5, claude-opus-5-5, claude-sonnet-5-5, and requires the request header anthropic-beta: thinking-display-updates-2026-08-18. display cannot be combined with type: "disabled" or "between_tools"
budget_tokens
number
Only used with type: "enabled" (Claude 4.5 and earlier models). Minimum 1024, and must be less than max_tokens; Claude 4.7 and later models do not support this form
{"type": "adaptive"} // adaptive thinking{"type": "adaptive", "display": "summarized"} // adaptive thinking, return a thinking summary{"type": "disabled"} // thinking off (not available on Fable, Opus 5.5, Sonnet 5.5){"type": "between_tools"} // Sonnet 5.5 only: lowest thinking tier
The default for display varies by model: Claude Fable 5.1, Fable 5, Opus 5.5, Opus 5, Sonnet 5.5, Sonnet 5, Haiku 5.5, Opus 4.8 and Opus 4.7 default to "omitted"; Claude Opus 4.6, Sonnet 4.6 and earlier models default to "summarized". To show the thinking process to users on the former group, you must explicitly set"display": "summarized", otherwise the thinking content comes back as an empty string.
Response structure changes in Fable 5.1, Opus 5.5 and Sonnet 5.5: the longer progress notes the model writes between tool calls are returned as thinking blocks rather than text blocks. Under the default display: "omitted" these blocks are empty, so clients that render only text blocks may show no output for long stretches of a long agent turn. Parse the response by block type rather than relying on block position; across multi-turn tool calls, pass thinking blocks back unchanged.Official docs: Thinking | Controlling thinking display | Progress updates | Preserving thinking blocks
Exclusive to Claude Sonnet 5.5. On claude-sonnet-5-5, {"type": "disabled"} returns 400; to turn thinking off, use {"type": "between_tools"} instead. This is the model’s lowest thinking tier: the model does no extended thinking, and the short progress notes it writes between tool calls are returned as thinking blocks with summary text (unlike adaptive, which returns empty content by default). No beta header is required.Usage restrictions (violating any one returns 400 invalid_request_error):
Restriction
Error on violation
thinking may contain only the type field; it cannot include display, budget_tokens or block_binding
400
output_config.effort may only be high or below
output_config.effort 'xhigh' is not supported when thinking is disabled on this model. Use effort 'high' or below, or enable thinking.
Effort cannot be changed per message mid-conversation
messages.N: output_config.effort 'low' differs from the 'high' in effect before it; ...
Only usable with claude-sonnet-5-5; other models (including Sonnet 5, Opus 5.5 and Fable 5.1) do not support it
"thinking.type.between_tools" is not supported for this model.
// ✅ Correct{"model": "claude-sonnet-5-5", "thinking": {"type": "between_tools"}, "output_config": {"effort": "high"}}// ❌ 400: between_tools cannot include budget_tokens{"model": "claude-sonnet-5-5", "thinking": {"type": "between_tools", "budget_tokens": 2048}}// ❌ 400: between_tools does not support xhigh / max{"model": "claude-sonnet-5-5", "thinking": {"type": "between_tools"}, "output_config": {"effort": "xhigh"}}// ❌ 400: Sonnet 5.5 no longer accepts disabled{"model": "claude-sonnet-5-5", "thinking": {"type": "disabled"}}
Anthropic recommends preferring adaptive thinking + effort: "low": at the low level the model thinks very briefly, and simple requests usually skip thinking entirely. Use between_tools only when you really need to turn thinking off. If your code retries the same request body against other models (for example fallback or routing), remember to strip between_tools first.Official docs: Turn off up-front thinking (Sonnet 5.5 migration guide) | Running without up-front thinking
Output configuration, used to control the model’s reasoning depth and token spend.
Sub-field
Type
Description
effort
enum
Reasoning effort: "low" / "medium" / "high" / "xhigh" / "max". The default is "high" for most models; claude-opus-5-5 and claude-haiku-5-5 default to "medium". Higher levels generally produce more accurate, more thorough answers but take longer and consume more tokens; try "xhigh" or "max" for coding and agentic work
{"effort": "high"} // default level for most models{"effort": "xhigh"} // coding / agentic long-horizon tasks{"effort": "low"} // chat, classification, sub-agents and other simple tasks
This parameter affects all tokens in the response (reply text, tool calls, and thinking), so it takes effect even without thinking enabled.Model support
Model
Available levels
claude-opus-5-5, claude-haiku-5-5
All five levels, default medium (one level lower than the previous generation; set it explicitly when you need deep reasoning)
claude-sonnet-5-5
All five levels, default high; levels have been recalibrated, so the same level produces a different amount of thinking than on Sonnet 5; retest after migrating (Anthropic recommends starting at medium for agentic coding and low for chat)
On Claude Opus 5 and Haiku 5.5, thinking cannot be disabled at "xhigh" or "max" effort; combining those levels with "thinking": {"type": "disabled"} returns 400. To disable thinking, set effort to "high" or lower. The same rule applies to between_tools on Sonnet 5.5. On Opus 5.5 thinking cannot be disabled at any level; the only way to reduce thinking is to lower effort.
Service tier, controls which type of capacity this request may use. Options are auto (prefer Priority Tier capacity, falling back to standard capacity when it is insufficient) and standard_only (use standard capacity only). The response’s usage.service_tier reports the tier this request actually hit. See Service Tier.
MCP (Model Context Protocol) server configuration. Must be used together with an mcp_toolset entry in tools; omitting either one causes a parameter validation error.
Enables automatic caching. Placed at the top level of the request body, the system automatically applies the cache breakpoint to the last cacheable block and moves it forward as the conversation grows, with no markers to maintain. See Prompt Caching.
The legacy Amazon Bedrock integration (InvokeModel / Converse, covering Opus 4.6 and earlier models) does not support a top-level cache_control and returns 400. Use block-level explicit breakpoints for those models; see Platform Support.
Availability of each parameter across the Claude models supported by this endpoint (✅ supported / ⚠️ conditional / ❌ returns 400 when passed):Latest generation models
Parameter
Fable 5.1
Opus 5.5
Sonnet 5.5
Haiku 5.5
model / messages / system / max_tokens
✅
✅
✅
✅
stream / stop_sequences / tools / metadata
✅
✅
✅
✅
temperature / top_p / top_k
❌
❌
❌
❌ default values only
tool_choice (any/tool forced calls)
❌
❌
❌
⚠️ works but skips thinking
thinking: adaptive
✅ always on
✅ always on
✅ on by default
✅ on by default
thinking: enabled + budget_tokens
❌
❌
❌
❌
thinking: disabled
❌
❌
❌
⚠️ only effort ≤ high
thinking: between_tools
❌
❌
⚠️ only effort ≤ high, no other fields allowed
❌
thinking.display: updates (Beta)
✅
✅
✅
❌
messages[].role: "system" (mid-conversation system messages)
✅
✅
✅
✅
output_config.effort
✅ five levels
✅ five levels, default medium
✅ five levels (recalibrated)
✅ five levels, default medium
Assistant prefill
❌
❌
❌
❌
Previous generation and earlier models
Parameter
Fable 5
Opus 5
Sonnet 5
Opus 4.8 / 4.7
Opus 4.6 / Sonnet 4.6
Opus 4.5
Sonnet 4.5 / Haiku 4.5 / Sonnet 4
model / messages / system / max_tokens
✅
✅
✅
✅
✅
✅
✅
stream / stop_sequences / tools / metadata
✅
✅
✅
✅
✅
✅
✅
temperature
❌
❌
❌
❌
⚠️ unavailable with thinking
⚠️
⚠️
top_p
❌
❌
❌
❌
⚠️ limited to 0.95~1 with thinking
⚠️
⚠️
top_k
❌
❌
❌
❌
⚠️ unavailable with thinking
⚠️
⚠️
tool_choice (any/tool forced calls)
✅
✅
✅
✅
✅
⚠️ unavailable with thinking
⚠️ unavailable with thinking
thinking: adaptive
✅ always on
✅ on by default
✅ on by default
✅
✅
❌
❌
thinking: enabled + budget_tokens
❌
❌
❌
❌
⚠️ deprecated but still works
✅
✅
thinking: disabled
❌
⚠️ only effort ≤ high
✅
✅
✅
✅
✅
thinking: between_tools
❌
❌
❌
❌
❌
❌
❌
messages[].role: "system" (mid-conversation system messages)
✅
✅
❌
⚠️ Opus 4.8 only
❌
❌
❌
output_config.effort
✅ five levels
✅ five levels
✅ five levels
✅ five levels
⚠️ no xhigh
⚠️ low/medium/high only
❌
Assistant prefill
❌
❌
❌
❌
❌
⚠️ unavailable with thinking
⚠️ unavailable with thinking
The tables above are compiled from Anthropic’s official API documentation (verified on 2026-10-14). For per-model details see the official migration guides: Fable 5.1 · Opus 5.5 · Sonnet 5.5 · Haiku 5.5. Model capabilities change between releases; refer to the Model Marketplace and actual call responses for the authoritative answer.
Prompt Caching lets you cache frequently used context, significantly reducing cost and improving response speed. Official docs: Prompt caching. There are two ways to enable it, usable separately or together:
Approach
How
When to use
Automatic caching
cache_control at the top level of the request body
Multi-turn conversations. The breakpoint lands on the last cacheable block and moves forward automatically, with no markers to maintain
Explicit breakpoints
cache_control marked on content blocks in system / messages
Precise control over the cache boundary, e.g. caching only the system prompt or one long document
Both approaches use the same field structure. Field descriptions:
Field
Description
type
Cache type, always "ephemeral"
ttl
Cache lifetime, optional. If omitted it is 5 minutes (default, lowest cost); "1h" gives a 1-hour cache (suited to long-lived, stable context, but with a higher write cost)
Just write cache_control at the root level of the request body; no markers on any content block are needed:
{ "model": "claude-opus-5-5", "max_tokens": 1024, "cache_control": {"type": "ephemeral"}, "system": "You are a helpful assistant.", "messages": [ {"role": "user", "content": "My name is Alex and I work in machine learning."}, {"role": "assistant", "content": "Nice to meet you, Alex!"}, {"role": "user", "content": "What did I just say I do?"} ]}
The breakpoint moves forward automatically as the conversation grows. Each request caches up to the last cacheable block, and earlier content is read from the cache:
Request
Content (◀ marks the breakpoint)
Cache behavior
1st
System + User(1) + Asst(1) + User(2) ◀
Everything is written to the cache
2nd
System + … + User(2) + Asst(2) + User(3) ◀
System~User(2) hit the cache; Asst(2) + User(3) are written to the cache
3rd
System + … + User(3) + Asst(3) + User(4) ◀
System~User(3) hit the cache; Asst(3) + User(4) are written to the cache
Automatic caching (top-level cache_control) is available on the vast majority of platforms, with the sole exception of the legacy Amazon Bedrock integration:
Upstream platform
Top-level cache_control
Anthropic official API
✅
Claude Platform on AWS (operated by Anthropic, billed via AWS Marketplace)
✅
Claude in Amazon Bedrock (Messages API endpoint, Opus 4.7 and later)
✅
Legacy Claude on Amazon Bedrock (InvokeModel / Converse, Opus 4.6 and earlier)
❌ Returns 400
Google Vertex AI
✅
Microsoft Foundry
✅
So whether AWS supports it depends on which Bedrock integration is used, and the integration is determined by the model. By model:
Model
Top-level cache_control
Notes
Opus 5.5, Sonnet 5.5, Haiku 5.5, Fable 5, Opus 5, Opus 4.8, Opus 4.7, Sonnet 5
✅
Uses the Messages API endpoint, with model IDs like anthropic.claude-opus-5-5 (no ARN version number)
Opus 4.6, Sonnet 4.6, Opus 4.5, Sonnet 4.5, Sonnet 4
❌
Uses the legacy InvokeModel / Converse, with model IDs that carry an ARN version number; use explicit breakpoints
If you are unsure which path a model actually takes, send two requests in a row with the same prefix and check whether usage.cache_read_input_tokens in the second response is greater than 0 to verify that the cache is really being hit.
Automatic caching and explicit breakpoints can be used at the same time. A typical scenario is to pin the system prompt with an explicit breakpoint and let automatic caching handle the growing conversation:
{ "model": "claude-opus-5-5", "max_tokens": 1024, "cache_control": {"type": "ephemeral"}, "system": [ { "type": "text", "text": "A large, stable system prompt...", "cache_control": {"type": "ephemeral"} } ], "messages": [ {"role": "user", "content": "What are the key clauses in this contract?"} ]}
Rules and edge cases when combining:
Automatic caching uses 1 of the 4 breakpoint slots
If there are already 4 explicit breakpoints, passing a top-level cache_control returns 400 (no slots left)
If the last block already has an explicit cache_control with the same ttl, automatic caching is a no-op and takes no extra slot
If the last block already has an explicit cache_control with a different ttl, it returns 400
If the last block is not suitable as a breakpoint, the system automatically walks backward to find the nearest usable block; if none is found, caching is skipped (no error)
Cache breakpoints: a single request can mark up to 4 blocks. Each breakpoint writes its own cache entry, caching the complete prefix “from the beginning up to that block”
Cache hits: on a request the system compares the prefix at each breakpoint, and on a miss walks backward block by block, with a lookback window of up to 20 content blocks; older cache entries beyond the window will not be hit, in which case we recommend adding another breakpoint further forward
Cache threshold: content shorter than the model’s minimum cacheable length is not cached (no error; it is simply processed as normal input). See the table below for each model’s threshold
Cache lifetime: 5 minutes (default) or 1 hour
Cost: cache reads cost 10% of the normal input price (90% cheaper); cache writes carry a premium: 1.25x for the 5-minute cache and 2x for the 1-hour cache
curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "messages": [ {"role": "user", "content": "Please give a brief introduction to artificial intelligence"} ] }'
curl -N -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "stream": true, "messages": [ {"role": "user", "content": "Please give a brief introduction to artificial intelligence"} ] }'
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai")# Non-streamingmessage = client.messages.create( model="claude-sonnet-4-5-20250929", max_tokens=1024, messages=[ {"role": "user", "content": "Please give a brief introduction to artificial intelligence"} ])print(message.content[0].text)# Streamingwith client.messages.stream( model="claude-sonnet-4-5-20250929", max_tokens=1024, messages=[ {"role": "user", "content": "Please give a brief introduction to artificial intelligence"} ]) as stream: for text_block in stream.text_stream: print(text_block, end="")
curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-opus-5-5", "max_tokens": 4096, "system": [ { "type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate." } ], "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ], "thinking": { "type": "adaptive", "display": "summarized" }, "output_config": { "effort": "high" }, "tools": [ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai" } }, "required": ["timezone"] } } ], "tool_choice": { "type": "auto" }, "stop_sequences": ["END"], "stream": false, "metadata": { "user_id": "user_20260810_001" } }'
const response = await fetch("https://api.gravitex.ai/v1/messages", { method: "POST", headers: { "Content-Type": "application/json", Authorization: "Bearer sk-xxxxxxxxxx", }, body: JSON.stringify({ model: "claude-opus-5-5", max_tokens: 4096, system: [ { type: "text", text: "You are a rigorous technical assistant. Keep answers concise and accurate." }, ], messages: [ { role: "user", content: [{ type: "text", text: "What is the date today?" }], }, ], thinking: { type: "adaptive", display: "summarized" }, output_config: { effort: "high" }, tools: [ { name: "get_current_date", description: "Get the current date and time, returned as an ISO-8601 string", input_schema: { type: "object", properties: { timezone: { type: "string", description: "IANA timezone identifier, e.g. Asia/Shanghai" }, }, required: ["timezone"], }, }, ], tool_choice: { type: "auto" }, stop_sequences: ["END"], stream: false, metadata: { user_id: "user_20260810_001" }, }),});const data = await response.json();console.log(data.content);
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai",)message = client.messages.create( model="claude-opus-5-5", max_tokens=4096, system=[ {"type": "text", "text": "You are a rigorous technical assistant. Keep answers concise and accurate."} ], messages=[ { "role": "user", "content": [ {"type": "text", "text": "What is the date today?"} ], } ], thinking={"type": "adaptive", "display": "summarized"}, output_config={"effort": "high"}, tools=[ { "name": "get_current_date", "description": "Get the current date and time, returned as an ISO-8601 string", "input_schema": { "type": "object", "properties": { "timezone": { "type": "string", "description": "IANA timezone identifier, e.g. Asia/Shanghai", } }, "required": ["timezone"], }, } ], tool_choice={"type": "auto"}, stop_sequences=["END"], stream=False, metadata={"user_id": "user_20260810_001"},)print(message.content)
# temperature / top_p / top_k are only available on Claude 4.6 and earlier models,# and are unavailable when thinking is enabled; temperature and top_p cannot be passed together.curl -X POST "https://api.gravitex.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "temperature": 0.7, "top_k": 40, "messages": [ { "role": "user", "content": [ { "type": "text", "text": "What is the date today?" } ] } ] }'
{ "id": "msg_01XFDUDYJgAACzvnptvVoYEL", "type": "message", "role": "assistant", "content": [ { "type": "thinking", "thinking": "The user is asking for the current date. I need to call the get_current_date tool to get the exact time.", "signature": "EqQBCgIYAhIM1gbc..." }, { "type": "tool_use", "id": "toolu_01A09q90qw90lq917835lq9", "name": "get_current_date", "input": { "timezone": "Asia/Shanghai" } } ], "model": "claude-opus-5-5", "stop_reason": "tool_use", "stop_sequence": null, "usage": { "input_tokens": 486, "output_tokens": 142, "output_tokens_details": { "thinking_tokens": 87 } }}
Claude supports extended thinking, where the model reasons internally before giving its final answer. The syntax differs by generation (official docs: Thinking):
between_tools can only appear on its own inside thinking, and effort cannot be higher than high. See thinking.type = between_tools in the request parameters above for details.
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai")with client.messages.stream( model="claude-opus-5-5", max_tokens=16000, thinking={"type": "adaptive", "display": "summarized"}, output_config={"effort": "high"}, messages=[ {"role": "user", "content": "Give me a medium-difficulty geometry problem and explain the solution step by step"} ]) as stream: for event in stream: if event.type == "content_block_delta": if event.delta.type == "thinking_delta": # Thinking summary print(f"[Thinking] {event.delta.thinking}", end="") elif event.delta.type == "text_delta": # Final answer print(event.delta.text, end="")
# Only applies to Claude 4.5 and earlier models;# returns 400 on Opus 4.7+, Fable, Opus 5/5.5, Sonnet 5/5.5, Haiku 5.5with client.messages.stream( model="claude-sonnet-4-5-20250929", max_tokens=8192, thinking={"type": "enabled", "budget_tokens": 4096}, messages=[ {"role": "user", "content": "Give me a medium-difficulty geometry problem and explain the solution step by step"} ]) as stream: for text in stream.text_stream: print(text, end="")
budget_tokens is only for older models, with a minimum of 1024, and must be less than max_tokens
When thinking is enabled, temperature / top_k are unavailable on older models and top_p can only be 0.95 ~ 1; on newer models, simply do not pass these sampling parameters
Thinking tokens count toward max_tokens, so reserve enough headroom (long-horizon agentic coding can start at 64K)
On newer models display defaults to "omitted"; to see the thinking content you must explicitly set "display": "summarized"; both streaming and non-streaming responses return thinking blocks
Across multi-turn tool calls, pass thinking blocks (including signature) back unchanged; do not modify or delete them
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.gravitex.ai")message = client.messages.create( model="claude-sonnet-4-5-20250929", max_tokens=1024, tools=[ { "type": "web_search_20250305", "name": "web_search", "max_uses": 5 } ], messages=[ {"role": "user", "content": "What is the latest news about artificial intelligence?"} ])print(message.content[0].text)
type must be "web_search_20250305"
name must be "web_search"
max_uses (optional): the maximum number of searches allowed in a single conversation turn; recommended value: 2-10
user_location (optional): user location information, used to improve the localization accuracy of search results
Search results automatically include citations in the response
Supported models include Claude Sonnet 4.5, Claude Opus 4.5, Claude Haiku 4.5, and others
There are three versions: web_search_20250305 (basic), web_search_20260209 (adds dynamic filtering: the model first writes code to filter search results before placing them in context, saving more tokens), and web_search_20260318 (adds response_inclusion control on top). Dynamic filtering applies to Claude 4.6 and later models, and name is web_search for all of them
The Google Cloud (Vertex AI) channel only supports the basic web_search_20250305; Amazon Bedrock does not support web search
Automatically decides whether to use tools (default)
{"type": "any"}
Must use at least one tool
{"type": "none"}
Do not use any tools
{"type": "tool", "name": "tool_name"}
Must use the specified tool
any and tool return 400 on claude-fable-5-1, claude-opus-5-5 and claude-sonnet-5-5; see the tool_choice parameter description above for the alternative. disable_parallel_tool_use: true combined with auto still works, and means “call at most once”.
An Anthropic-defined file read/write tool that lets the model view and modify local files, commonly used for code debugging, refactoring and document editing. Anthropic defines the schema and your program executes it locally: the model returns a tool_use block, you perform the corresponding file operation, and then pass the result back as a tool_result.Declaring it requires no input_schema, only type and name:
The model returns one of the following commands in tool_use.input.command:
Command
Main parameters
Purpose
view
path, view_range (optional)
View file contents or a directory listing
create
path, file_text
Create / overwrite a file
str_replace
path, old_str, new_str
Replace the uniquely matching snippet in a file
insert
path, insert_line, insert_text
Insert content after the specified line
path is generated by the model and is untrusted input. Before executing, always resolve it to a canonical path and verify it is still inside the project root, to prevent path traversal via .., symlinks and the like; on error, return a tool_result with is_error: true so the model can retry.
The legacy text_editor_20250124 + str_replace_editor is no longer supported on Claude 4 and later models, and the undo_edit command has also been removed. For the full command reference and reference implementations in each language, see Anthropic’s official docs: Text editor tool.
Anthropic offers three service tiers to trade off availability, performance and cost: Standard (default, best effort), Priority Tier (prioritized scheduling, fewer overloaded errors during peak periods), and Batch (asynchronous batch processing).Use the service_tier parameter to control which capacity this request may use:
Value
Description
auto (default)
Uses Priority Tier capacity first when available, and automatically falls back to standard capacity when it is insufficient
standard_only
Uses standard capacity only, without consuming Priority Tier quota
The response’s usage.service_tier reports the tier this request actually hit (such as "priority" / "standard"), which you can use to determine the scheduling outcome:
Priority Tier capacity commitments are no longer available for new purchase; only customers with existing contracts can continue to use them until the contract expires, and requests from all other accounts actually go through standard capacity. In addition, Priority Tier does not coverclaude-fable-5-1, claude-opus-5-5, claude-sonnet-5-5, claude-opus-5 or claude-sonnet-5; specifying Priority Tier when requesting these models fails validation.
service_tier is an official Anthropic parameter that this platform passes through to the upstream; the actual scheduling outcome is determined by usage.service_tier in the response. For the full description see the official docs: Service tiers.
When extended thinking is used, content_block_delta may contain a thinking field:
event: content_block_deltadata: {"type":"content_block_delta","index":0,"delta":{"type":"thinking_delta","thinking":"Let me think about this problem..."}}
max_tokens is a required parameter and must be greater than 0
The messages array cannot be empty
budget_tokens is only for Claude 4.5 and earlier models, with a minimum of 1024; for newer models use thinking.type: "adaptive" + output_config.effort
Newer models do not return thinking content by default; to show it, set thinking.display: "summarized"
thinking.type: "between_tools" is only available on claude-sonnet-5-5 and cannot be passed together with other thinking fields
claude-fable-5-1, claude-opus-5-5 and claude-sonnet-5-5 do not support forced tool calls (tool_choice of any / tool)
Tool use requires multiple rounds of interaction: the first round returns the tool call request, and the second round returns the tool execution result
Image input must use base64 encoding
Using streaming output improves time to first token and the interactive experience
Build timeout and retry mechanisms for tool calls to avoid blocking the model’s response
Extended thinking can significantly improve reasoning quality on complex problems
View the OpenAI-compatible chat completions documentation
Model List
View information on all supported models
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img[alt*=logo i]{height:58px!important;width:auto!important;max-height:none!important}html[data-current-path=\"/cn/changelog\"]{scroll-padding-top:calc(5rem + var(--banner-height, 2.5rem) + 1.25rem)}html[data-current-path=\"/cn/changelog\"] #localization-select-trigger{display:none!important}.changelog-anchor{scroll-margin-top:calc(5rem + var(--banner-height, 2.5rem) + 1.25rem)}li[data-title^=Seedance]>button,li[data-title^=Seedance]>button span{white-space:nowrap;overflow-wrap:normal;word-break:normal}"}],"page":{"pagePath":"en/api-reference/endpoint/messages","slug":"/en/api-reference/endpoint/messages","pageMetadata":{"title":"Native Claude Format","api":"POST https://api.gravitex.ai/v1/messages","description":null,"href":"/en/api-reference/endpoint/messages"},"pageType":"default","mdx":{"mdxSource":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function 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_jsxs(_Fragment,{children:[_jsx(Heading,{level:`2`,id:`introduction`,children:`Introduction`}),`\n`,_jsx(_components.p,{children:`Claude’s native message API, suitable for native Anthropic clients such as Claude Code. This API follows Anthropic’s API specification and provides full support for Claude model capabilities, including advanced features such as Extended Thinking and tool calling.`}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`If you are using an OpenAI-compatible client (such as the OpenAI SDK), we recommend using the `,_jsx(_components.a,{href:`/en/api-reference/endpoint/chat-openai`,children:_jsx(_components.code,{children:`/v1/chat/completions`})}),` endpoint instead.`]})}),`\n`,_jsx(Heading,{level:`2`,id:`authentication`,children:`Authentication`}),`\n`,_jsx(ParamField,{header:`Authorization`,type:`string`,required:true,id:`param-authorization`,children:_jsxs(_components.p,{children:[`Bearer Token, e.g. `,_jsx(_components.code,{children:`Bearer sk-xxxxxxxxxx`})]})}),`\n`,_jsx(Heading,{level:`2`,id:`request-parameters`,children:`Request Parameters`}),`\n`,_jsxs(ParamField,{body:`model`,type:`string`,required:true,id:`param-model`,children:[_jsx(_components.p,{children:`Claude model identifier. Supported models include:`}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),` - Claude Fable 5.1 (Latest, most capable, suited to the hardest reasoning and long-horizon agents)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),` - Claude Opus 5.5 (Latest Opus, complex agentic and coding work)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-5-5`}),` - Claude Sonnet 5.5 (Latest Sonnet, balance of speed and intelligence)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-haiku-5-5`}),` - Claude Haiku 5.5 (Latest Haiku, fastest and lowest cost)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5`}),` - Claude Fable 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-5`}),` - Claude Opus 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-5`}),` - Claude Sonnet 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-8`}),` - Claude Opus 4.8`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-7`}),` - Claude Opus 4.7`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),` - Claude Opus 4.6`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-6`}),` - Claude Sonnet 4.6 (Balanced performance)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-5-20251101`}),` - Claude Opus 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-haiku-4-5-20251001`}),` - Claude Haiku 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),` - Claude Sonnet 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-20250514`}),` - Claude Sonnet 4`]}),`\n`,_jsx(_components.li,{children:`Other Claude series models`}),`\n`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/overview`,children:`Models overview`}),` | Migration guides: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/fable-5-1/migration-guide`,children:`Fable 5.1`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/opus-5-5/migration-guide`,children:`Opus 5.5`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide`,children:`Sonnet 5.5`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/haiku-5-5/migration-guide`,children:`Haiku 5.5`})]})]}),`\n`,_jsxs(ParamField,{body:`messages`,type:`array`,required:true,id:`param-messages`,children:[_jsxs(_components.p,{children:[`List of conversation messages. Each element contains `,_jsx(_components.code,{children:`role`}),` (`,_jsx(_components.code,{children:`user`}),` / `,_jsx(_components.code,{children:`assistant`}),`; some newer models also support `,_jsx(_components.code,{children:`system`}),`, see below) and `,_jsx(_components.code,{children:`content`}),`. `,_jsx(_components.code,{children:`content`}),` can be a string or an array of media content.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models.`]}),_jsx(_components.p,{children:_jsxs(_components.strong,{children:[`Mid-conversation system messages (`,_jsx(_components.code,{children:`role: \"system\"`}),`)`]})}),_jsxs(_components.p,{children:[`Inserting `,_jsx(_components.code,{children:`{\"role\": \"system\", \"content\": \"...\"}`}),` in the middle of the `,_jsx(_components.code,{children:`messages`}),` array lets you append operator instructions while the conversation is in progress (for example switching modes or injecting state) `,_jsx(_components.strong,{children:`without invalidating the previously cached conversation prefix`}),`. Compared with modifying the top-level `,_jsx(_components.code,{children:`system`}),`, this approach is more cache-friendly and harder to exploit via prompt injection. It is generally available and needs no beta header. Officially supported platforms are the Claude API, Amazon Bedrock, and Google Cloud. Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/mid-conversation-system-messages`,children:`Mid-conversation system messages`})]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`})]}),_jsx(_components.td,{children:`✅ Supported`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),` and earlier models`]}),_jsxs(_components.td,{children:[`❌ Returns `,_jsx(_components.strong,{children:`400`}),`: `,_jsx(_components.code,{children:`role 'system' is not supported on this model`})]})]})]})]}),_jsxs(_components.p,{children:[`Placement rules (violating them on a supported model also returns `,_jsx(_components.strong,{children:`400`}),`):`]}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[`It cannot be `,_jsx(_components.code,{children:`messages[0]`}),`;`]}),`\n`,_jsxs(_components.li,{children:[`It must immediately follow a `,_jsx(_components.code,{children:`user`}),` message (or an `,_jsx(_components.code,{children:`assistant`}),` message that ends with a server-side tool call);`]}),`\n`,_jsxs(_components.li,{children:[`It must be the last item in the array, or be immediately followed by an `,_jsx(_components.code,{children:`assistant`}),` message;`]}),`\n`,_jsxs(_components.li,{children:[`It cannot be inserted between an `,_jsx(_components.code,{children:`assistant`}),` `,_jsx(_components.code,{children:`tool_use`}),` and its corresponding `,_jsx(_components.code,{children:`tool_result`}),` (in an agent loop, place it after the `,_jsx(_components.code,{children:`user`}),` message that carries the `,_jsx(_components.code,{children:`tool_result`}),`).`]}),`\n`]}),_jsx(CodeBlock,{filename:``,numberOfLines:`11`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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description\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"assistant\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Sure, here is a product description...\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Make it shorter\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"system\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Concise mode is on: keep replies under 40 words.\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),_jsx(Note,{children:_jsxs(_components.p,{children:[`The top-level `,_jsx(_components.code,{children:`system`}),` field works normally on all models. A `,_jsx(_components.code,{children:`role: \"system\"`}),` message is only a supplement to it, suited to multi-turn conversations where instructions need to be added midway. System messages passed through `,_jsx(_components.code,{children:`/v1/chat/completions`}),` (OpenAI-compatible format) are merged into Claude’s top-level `,_jsx(_components.code,{children:`system`}),` field and do not follow these rules.`]})}),_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Assistant prefill`}),`: ending the request with `,_jsx(_components.code,{children:`role: \"assistant\"`}),` to prefill the model’s reply returns `,_jsx(_components.strong,{children:`400`}),` on `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),` and all later models (including `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5-1`}),` and `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`; it is not allowed on Haiku 5.5 even with thinking off). It is unavailable on any model when thinking is enabled. Use `,_jsx(_components.code,{children:`output_config.format`}),` (`,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/structured-outputs`,children:`Structured outputs`}),`) or the system prompt to constrain the output format instead.`]})})]}),`\n`,_jsxs(ParamField,{body:`max_tokens`,type:`number`,required:true,id:`param-max-tokens`,children:[_jsxs(_components.p,{children:[`Maximum number of tokens to generate, which controls reply length. Must be greater than 0. `,_jsx(_components.strong,{children:`Thinking tokens also count toward this limit`}),`, so reserve enough headroom when thinking is enabled, otherwise the reply may be truncated with `,_jsx(_components.code,{children:`stop_reason: \"max_tokens\"`}),`.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),` (the per-request output limit differs by model)`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Max output tokens`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`128K`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-5-20251101`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-20251001`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`64K`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Other legacy models`}),_jsxs(_components.td,{children:[`See the `,_jsx(_components.a,{href:`https://maas.gravitex.ai/#/models`,children:`Model Marketplace`})]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`system`,type:`string|array`,id:`param-system`,children:[_jsx(_components.p,{children:`System prompt, can be a string or an array of media content. Used to set the model’s behavior and role.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsxs(ParamField,{body:`temperature`,type:`number`,default:`1.0`,id:`param-temperature`,children:[_jsx(_components.p,{children:`Randomness control, 0-1. Higher values make replies more random.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`. Passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (regardless of whether thinking is enabled). Remove the parameter and use the system prompt to steer style instead`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; but `,_jsx(_components.strong,{children:`unavailable when thinking is enabled`}),` (incompatible with thinking)`]})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`claude-haiku-5-5`}),` validates more strictly: `,_jsx(_components.code,{children:`temperature`}),` only accepts `,_jsx(_components.code,{children:`1`}),`, and any other value (including `,_jsx(_components.code,{children:`0`}),`) returns `,_jsx(_components.strong,{children:`400`}),`; passing both `,_jsx(_components.code,{children:`temperature`}),` and `,_jsx(_components.code,{children:`top_p`}),` also returns 400. If you used `,_jsx(_components.code,{children:`temperature: 0`}),` for classification on Haiku 4.5, remove the parameter and constrain the result with structured outputs (`,_jsx(_components.code,{children:`output_config.format`}),`) instead. Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/haiku-5-5/migration-guide`,children:`Claude Haiku 5.5 migration guide`})]})}),_jsx(Note,{children:_jsxs(_components.p,{children:[`On all Claude 4 and later models, `,_jsx(_components.code,{children:`temperature`}),` and `,_jsx(_components.code,{children:`top_p`}),` `,_jsx(_components.strong,{children:`cannot be passed together`}),`; use one or the other.`]})})]}),`\n`,_jsxs(ParamField,{body:`top_p`,type:`number`,default:`1.0`,id:`param-top-p`,children:[_jsx(_components.p,{children:`Nucleus sampling parameter, 0-1, controls generation diversity.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`; passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (the default for `,_jsx(_components.code,{children:`claude-haiku-5-5`}),` is `,_jsx(_components.code,{children:`0.99`}),`, so passing `,_jsx(_components.code,{children:`1`}),` also errors)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; `,_jsx(_components.strong,{children:`when thinking is enabled the value must be between 0.95 and 1`})]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`top_k`,type:`number`,id:`param-top-k`,children:[_jsx(_components.p,{children:`Top-K sampling parameter.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`; passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (`,_jsx(_components.code,{children:`claude-haiku-5-5`}),` errors on any value)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; but `,_jsx(_components.strong,{children:`unavailable when thinking is enabled`}),` (incompatible with thinking)`]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`stream`,type:`boolean`,default:`false`,id:`param-stream`,children:[_jsx(_components.p,{children:`Whether to enable streaming output, which returns data chunks in SSE format.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`The official SDKs `,_jsx(_components.strong,{children:`require streaming`}),` when `,_jsx(_components.code,{children:`max_tokens > 21333`}),`, otherwise they raise an error because of HTTP timeouts (a client-side check, not a server-side limit). We recommend always enabling streaming when thinking is enabled or when using a large `,_jsx(_components.code,{children:`max_tokens`}),`.`]})})]}),`\n`,_jsxs(ParamField,{body:`stop_sequences`,type:`array`,id:`param-stop-sequences`,children:[_jsxs(_components.p,{children:[`List of stop sequences. Generation stops when the model produces one of these sequences, and the response’s `,_jsx(_components.code,{children:`stop_reason`}),` is then `,_jsx(_components.code,{children:`stop_sequence`}),`.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsxs(ParamField,{body:`tools`,type:`array`,id:`param-tools`,children:[_jsx(_components.p,{children:`List of tool definitions, supports function tools and web search tools.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences (the available server-side tool types vary by model generation).`]})]}),`\n`,_jsxs(ParamField,{body:`tool_choice`,type:`object`,id:`param-tool-choice`,children:[_jsxs(_components.p,{children:[`Tool selection strategy, controls how the model uses tools. Options are `,_jsx(_components.code,{children:`auto`}),` (default), `,_jsx(_components.code,{children:`none`}),`, `,_jsx(_components.code,{children:`any`}),`, `,_jsx(_components.code,{children:`tool`}),`.`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),_jsxs(_components.td,{children:[`⚠️ `,_jsxs(_components.strong,{children:[`Only `,_jsx(_components.code,{children:`auto`}),` and `,_jsx(_components.code,{children:`none`}),` are supported`]}),`. Passing `,_jsx(_components.code,{children:`any`}),` or `,_jsx(_components.code,{children:`tool`}),` always returns `,_jsx(_components.strong,{children:`400`}),` (`,_jsx(_components.code,{children:`tool_choice: type \"tool\" and \"any\" are not supported for this model.`}),`), regardless of whether thinking is enabled; the Batches and count_tokens endpoints reject them as well`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-5-5`})}),_jsxs(_components.td,{children:[`✅ All four values are supported; but with forced calls (`,_jsx(_components.code,{children:`any`}),` / `,_jsx(_components.code,{children:`tool`}),`) the model `,_jsx(_components.strong,{children:`skips thinking`}),` and outputs the tool call directly`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[`Other adaptive thinking models (`,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`)`]}),_jsxs(_components.td,{children:[`✅ All four values are supported, and `,_jsx(_components.strong,{children:`forced tool calls are compatible with thinking`})]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[`Models that only support extended thinking (`,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`}),`)`]}),_jsxs(_components.td,{children:[`⚠️ `,_jsx(_components.strong,{children:`With thinking enabled`}),`, only `,_jsx(_components.code,{children:`auto`}),` and `,_jsx(_components.code,{children:`none`}),` are supported; passing `,_jsx(_components.code,{children:`any`}),` or `,_jsx(_components.code,{children:`tool`}),` raises an error`]})]})]})]}),_jsxs(Tip,{children:[_jsxs(_components.p,{children:[`On models that do not support forced calls, use `,_jsx(_components.code,{children:`{\"type\": \"auto\"}`}),` instead and state explicitly in the prompt which tool to use; also add `,_jsx(_components.code,{children:`strict: true`}),` to the tool definition to guarantee the arguments conform to the schema. `,_jsx(_components.code,{children:`auto`}),` does not guarantee that a tool will be called, so check in your code and retry if none was called. If you were forcing a call only to get JSON, switch to structured outputs (`,_jsx(_components.code,{children:`output_config.format`}),`) instead.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide#forced-tool-use`,children:`Forced tool use is not supported`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/agents-and-tools/tool-use/strict-tool-use`,children:`Strict tool use`})]})]})]}),`\n`,_jsxs(ParamField,{body:`thinking`,type:`object`,id:`param-thinking`,children:[_jsx(_components.p,{children:`Extended thinking configuration, enables Claude’s deep reasoning capability.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),` (the parameter with the most variation across generations; see the table below)`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Supported thinking modes`}),_jsxs(_components.th,{children:[`When `,_jsx(_components.code,{children:`thinking`}),` is omitted`]}),_jsx(_components.th,{children:`Values that return 400`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-fable-5-1`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`}),`, `,_jsx(_components.code,{children:`between_tools`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-5-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`between_tools`}),`; `,_jsx(_components.code,{children:`disabled`}),` returns 400 at `,_jsx(_components.strong,{children:`every`}),` effort level`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5-5`})}),_jsxs(_components.td,{children:[`Adaptive + `,_jsx(_components.code,{children:`between_tools`}),` (lowest tier)`]}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`}),`; `,_jsx(_components.code,{children:`between_tools`}),` with `,_jsx(_components.code,{children:`xhigh`}),`/`,_jsx(_components.code,{children:`max`}),` returns 400`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-5-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`between_tools`}),`; `,_jsx(_components.code,{children:`disabled`}),` is only available when `,_jsx(_components.code,{children:`effort`}),` ≤ `,_jsx(_components.code,{children:`high`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-fable-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`; `,_jsx(_components.code,{children:`disabled`}),` is only available when `,_jsx(_components.code,{children:`effort`}),` ≤ `,_jsx(_components.code,{children:`high`}),`, and returns 400 with `,_jsx(_components.code,{children:`xhigh`}),`/`,_jsx(_components.code,{children:`max`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-8`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-7`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-6`})}),_jsx(_components.td,{children:`Adaptive + extended (deprecated)`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:`None`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-6`})}),_jsx(_components.td,{children:`Adaptive + extended (deprecated)`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:`None`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-5-20251101`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-4-5-20251001`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-20250514`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`Starting with Claude Opus 4.7, and across the entire Fable, Opus 5 / 5.5, Sonnet 5 / 5.5 and Haiku 5.5 lineups, `,_jsx(_components.code,{children:`{\"type\": \"enabled\", \"budget_tokens\": N}`}),` always returns `,_jsx(_components.strong,{children:`400`}),`. Use `,_jsx(_components.code,{children:`{\"type\": \"adaptive\"}`}),` + `,_jsx(_components.code,{children:`output_config.effort`}),` to control thinking depth instead. `,_jsx(_components.code,{children:`budget_tokens`}),` is only required on Claude 4.5 and earlier models; it is deprecated on Opus 4.6 / Sonnet 4.6 but still works for now.`]})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Sub-field`}),_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`type`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`\"adaptive\"`}),`: adaptive thinking, where the model decides when and how deeply to think; `,_jsx(_components.code,{children:`\"disabled\"`}),`: turn thinking off; `,_jsx(_components.code,{children:`\"between_tools\"`}),`: `,_jsxs(_components.strong,{children:[`supported only on `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),`, the lowest thinking tier for that model, used in place of the disabled `,_jsx(_components.code,{children:`disabled`}),` (see below); `,_jsx(_components.code,{children:`\"enabled\"`}),`: manually set a thinking budget, only for Claude 4.5 and earlier models, used together with `,_jsx(_components.code,{children:`budget_tokens`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`display`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`\"summarized\"`}),`: return a summary of the thinking process; `,_jsx(_components.code,{children:`\"omitted\"`}),`: do not return thinking content. Thinking still happens and costs the same; `,_jsx(_components.code,{children:`omitted`}),` only hides it, and the benefit is that the reply text appears sooner when streaming. `,_jsx(_components.code,{children:`\"updates\"`}),` (Beta): hide the reasoning and return only the short progress notes the model writes between tool calls; supported on `,_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, and requires the request header `,_jsx(_components.code,{children:`anthropic-beta: thinking-display-updates-2026-08-18`}),`. `,_jsx(_components.code,{children:`display`}),` cannot be combined with `,_jsx(_components.code,{children:`type: \"disabled\"`}),` or `,_jsx(_components.code,{children:`\"between_tools\"`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`budget_tokens`})}),_jsx(_components.td,{children:`number`}),_jsxs(_components.td,{children:[`Only used with `,_jsx(_components.code,{children:`type: \"enabled\"`}),` (Claude 4.5 and earlier models). Minimum 1024, and must be less than `,_jsx(_components.code,{children:`max_tokens`}),`; Claude 4.7 and later models do not support this form`]})]})]})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`4`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`4`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"adaptive\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// adaptive thinking`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"adaptive\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"display\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"summarized\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// adaptive thinking, return a thinking summary`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"disabled\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// thinking off (not available on Fable, Opus 5.5, Sonnet 5.5)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// Sonnet 5.5 only: lowest thinking tier`})]}),`\n`]})})}),_jsxs(_components.p,{children:[_jsxs(_components.strong,{children:[`The default for `,_jsx(_components.code,{children:`display`}),` varies by model`]}),`: Claude Fable 5.1, Fable 5, Opus 5.5, Opus 5, Sonnet 5.5, Sonnet 5, Haiku 5.5, Opus 4.8 and Opus 4.7 default to `,_jsx(_components.code,{children:`\"omitted\"`}),`; Claude Opus 4.6, Sonnet 4.6 and earlier models default to `,_jsx(_components.code,{children:`\"summarized\"`}),`. To show the thinking process to users on the former group, you `,_jsx(_components.strong,{children:`must explicitly set`}),` `,_jsx(_components.code,{children:`\"display\": \"summarized\"`}),`, otherwise the thinking content comes back as an empty string.`]}),_jsxs(Note,{children:[_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Response structure changes in Fable 5.1, Opus 5.5 and Sonnet 5.5`}),`: the longer progress notes the model writes between tool calls are returned as `,_jsx(_components.code,{children:`thinking`}),` blocks rather than `,_jsx(_components.code,{children:`text`}),` blocks. Under the default `,_jsx(_components.code,{children:`display: \"omitted\"`}),` these blocks are empty, so clients that render only `,_jsx(_components.code,{children:`text`}),` blocks may show no output for long stretches of a long agent turn. Parse the response by block `,_jsx(_components.code,{children:`type`}),` rather than relying on block position; across multi-turn tool calls, pass `,_jsx(_components.code,{children:`thinking`}),` blocks back unchanged.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking`,children:`Thinking`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#controlling-thinking-display`,children:`Controlling thinking display`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#progress-updates`,children:`Progress updates`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#preserving-thinking-blocks`,children:`Preserving thinking blocks`})]})]})]}),`\n`,_jsxs(ParamField,{body:`thinking.type = between_tools`,type:`object`,id:`param-thinking-type-between-tools`,children:[_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Exclusive to Claude Sonnet 5.5`}),`. On `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`{\"type\": \"disabled\"}`}),` returns 400; to turn thinking off, use `,_jsx(_components.code,{children:`{\"type\": \"between_tools\"}`}),` instead. This is the model’s `,_jsx(_components.strong,{children:`lowest thinking tier`}),`: the model does no extended thinking, and the short progress notes it writes between tool calls are returned as `,_jsx(_components.code,{children:`thinking`}),` blocks `,_jsx(_components.strong,{children:`with summary text`}),` (unlike `,_jsx(_components.code,{children:`adaptive`}),`, which returns empty content by default). No beta header is required.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Usage restrictions`}),` (violating any one returns `,_jsxs(_components.strong,{children:[`400 `,_jsx(_components.code,{children:`invalid_request_error`})]}),`):`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Restriction`}),_jsx(_components.th,{children:`Error on violation`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`thinking`}),` may contain `,_jsxs(_components.strong,{children:[`only the `,_jsx(_components.code,{children:`type`}),` field`]}),`; it cannot include `,_jsx(_components.code,{children:`display`}),`, `,_jsx(_components.code,{children:`budget_tokens`}),` or `,_jsx(_components.code,{children:`block_binding`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`400`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`output_config.effort`}),` may only be `,_jsx(_components.code,{children:`high`}),` or below`]}),_jsx(_components.td,{children:_jsx(_components.code,{children:`output_config.effort 'xhigh' is not supported when thinking is disabled on this model. Use effort 'high' or below, or enable thinking.`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Effort cannot be changed per message mid-conversation`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`messages.N: output_config.effort 'low' differs from the 'high' in effect before it; ...`})})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsxs(_components.strong,{children:[`Only usable with `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),`; other models (including Sonnet 5, Opus 5.5 and Fable 5.1) do not support it`]}),_jsx(_components.td,{children:_jsx(_components.code,{children:`\"thinking.type.between_tools\" is not supported for this model.`})})]})]})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`11`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`11`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ✅ Correct`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"output_config\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"high\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: between_tools cannot include budget_tokens`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"budget_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`2048`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: between_tools does not support xhigh / max`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"output_config\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"xhigh\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: Sonnet 5.5 no longer accepts disabled`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"disabled\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`]})})}),_jsxs(Tip,{children:[_jsxs(_components.p,{children:[`Anthropic recommends preferring `,_jsxs(_components.strong,{children:[`adaptive thinking + `,_jsx(_components.code,{children:`effort: \"low\"`})]}),`: at the `,_jsx(_components.code,{children:`low`}),` level the model thinks very briefly, and simple requests usually skip thinking entirely. Use `,_jsx(_components.code,{children:`between_tools`}),` only when you really need to turn thinking off. If your code retries the same request body against other models (for example fallback or routing), remember to strip `,_jsx(_components.code,{children:`between_tools`}),` first.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide#turn-off-up-front-thinking`,children:`Turn off up-front thinking (Sonnet 5.5 migration guide)`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-sonnet-5-5#running-without-up-front-thinking`,children:`Running without up-front thinking`})]})]})]}),`\n`,_jsxs(ParamField,{body:`output_config`,type:`object`,id:`param-output-config`,children:[_jsx(_components.p,{children:`Output configuration, used to control the model’s reasoning depth and token spend.`}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Sub-field`}),_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Description`})]})}),_jsx(_components.tbody,{children:_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`effort`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[`Reasoning effort: `,_jsx(_components.code,{children:`\"low\"`}),` / `,_jsx(_components.code,{children:`\"medium\"`}),` / `,_jsx(_components.code,{children:`\"high\"`}),` / `,_jsx(_components.code,{children:`\"xhigh\"`}),` / `,_jsx(_components.code,{children:`\"max\"`}),`. The default is `,_jsx(_components.code,{children:`\"high\"`}),` for most models; `,_jsxs(_components.strong,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),` and `,_jsx(_components.code,{children:`claude-haiku-5-5`}),` default to `,_jsx(_components.code,{children:`\"medium\"`})]}),`. Higher levels generally produce more accurate, more thorough answers but take longer and consume more tokens; try `,_jsx(_components.code,{children:`\"xhigh\"`}),` or `,_jsx(_components.code,{children:`\"max\"`}),` for coding and agentic work`]})]})})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`3`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`3`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"high\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// default level for most models`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"xhigh\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// coding / agentic long-horizon tasks`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"low\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// chat, classification, sub-agents and other simple tasks`})]}),`\n`]})})}),_jsxs(_components.p,{children:[`This parameter affects `,_jsx(_components.strong,{children:`all`}),` tokens in the response (reply text, tool calls, and thinking), so it takes effect even without thinking enabled.`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Available levels`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`})]}),_jsxs(_components.td,{children:[`All five levels, `,_jsxs(_components.strong,{children:[`default `,_jsx(_components.code,{children:`medium`})]}),` (one level lower than the previous generation; set it explicitly when you need deep reasoning)`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5-5`})}),_jsxs(_components.td,{children:[`All five levels, default `,_jsx(_components.code,{children:`high`}),`; `,_jsx(_components.strong,{children:`levels have been recalibrated`}),`, so the same level produces a different amount of thinking than on Sonnet 5; retest after migrating (Anthropic recommends starting at `,_jsx(_components.code,{children:`medium`}),` for agentic coding and `,_jsx(_components.code,{children:`low`}),` for chat)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` / `,_jsx(_components.code,{children:`xhigh`}),` / `,_jsx(_components.code,{children:`max`}),` (all five levels), default `,_jsx(_components.code,{children:`high`})]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`})]}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` / `,_jsx(_components.code,{children:`max`}),` (`,_jsx(_components.code,{children:`xhigh`}),` `,_jsx(_components.strong,{children:`not supported`}),`)`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-5-20251101`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` (the only extended-thinking-only model that supports effort; used together with `,_jsx(_components.code,{children:`budget_tokens`}),`)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-20251001`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-20250514`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`This parameter is not supported`})]})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`On Claude Opus 5 and Haiku 5.5, thinking `,_jsx(_components.strong,{children:`cannot be disabled`}),` at `,_jsx(_components.code,{children:`\"xhigh\"`}),` or `,_jsx(_components.code,{children:`\"max\"`}),` effort; combining those levels with `,_jsx(_components.code,{children:`\"thinking\": {\"type\": \"disabled\"}`}),` returns 400. To disable thinking, set `,_jsx(_components.code,{children:`effort`}),` to `,_jsx(_components.code,{children:`\"high\"`}),` or lower. The same rule applies to `,_jsx(_components.code,{children:`between_tools`}),` on Sonnet 5.5. `,_jsx(_components.strong,{children:`On Opus 5.5 thinking cannot be disabled at any level`}),`; the only way to reduce thinking is to lower `,_jsx(_components.code,{children:`effort`}),`.`]})}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/effort`,children:`Effort`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/effort#recommended-effort-levels-for-claude-sonnet-5-5`,children:`Recommended effort levels for Sonnet 5.5`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/opus-5-5/migration-guide`,children:`Opus 5.5 migration guide`})]})]}),`\n`,_jsxs(ParamField,{body:`metadata`,type:`object`,id:`param-metadata`,children:[_jsx(_components.p,{children:`Request metadata for tracking and debugging.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsx(ParamField,{body:`service_tier`,type:`string`,default:`auto`,id:`param-service-tier`,children:_jsxs(_components.p,{children:[`Service tier, controls which type of capacity this request may use. Options are `,_jsx(_components.code,{children:`auto`}),` (prefer Priority Tier capacity, falling back to standard capacity when it is insufficient) and `,_jsx(_components.code,{children:`standard_only`}),` (use standard capacity only). The response’s `,_jsx(_components.code,{children:`usage.service_tier`}),` reports the tier this request actually hit. See `,_jsx(_components.a,{href:`#service-tier`,children:`Service Tier`}),`.`]})}),`\n`,_jsx(ParamField,{body:`mcp_servers`,type:`array`,id:`param-mcp-servers`,children:_jsxs(_components.p,{children:[`MCP (Model Context Protocol) server configuration. Must be used together with an `,_jsx(_components.code,{children:`mcp_toolset`}),` entry in `,_jsx(_components.code,{children:`tools`}),`; omitting either one causes a parameter validation error.`]})}),`\n`,_jsx(ParamField,{body:`context_management`,type:`object`,id:`param-context-management`,children:_jsx(_components.p,{children:`Context management configuration, controls how conversation context is handled.`})}),`\n`,_jsxs(ParamField,{body:`cache_control`,type:`object`,id:`param-cache-control`,children:[_jsxs(_components.p,{children:[`Enables `,_jsx(_components.strong,{children:`automatic caching`}),`. Placed at the top level of the request body, the system automatically applies the cache breakpoint to the last cacheable block and moves it forward as the conversation grows, with no markers to maintain. See `,_jsx(_components.a,{href:`#prompt-caching`,children:`Prompt Caching`}),`.`]}),_jsx(CodeBlock,{filename:``,numberOfLines:`2`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`2`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"ephemeral\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// 5-minute cache (default)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"ephemeral\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"ttl\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"1h\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// 1-hour cache`})]}),`\n`]})})}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`The legacy Amazon Bedrock integration (`,_jsx(_components.code,{children:`InvokeModel`}),` / `,_jsx(_components.code,{children:`Converse`}),`, covering Opus 4.6 and earlier models) does `,_jsx(_components.strong,{children:`not`}),` support a top-level `,_jsx(_components.code,{children:`cache_control`}),` and returns `,_jsx(_components.strong,{children:`400`}),`. Use block-level explicit breakpoints for those models; see `,_jsx(_components.a,{href:`#platform-support`,children:`Platform Support`}),`.`]})})]}),`\n`,_jsx(Heading,{level:`3`,id:`parameter-support-quick-reference`,children:`Parameter Support Quick Reference`}),`\n`,_jsx(_components.p,{children:`Availability of each parameter across the Claude models supported by this endpoint (✅ supported / ⚠️ conditional / ❌ returns 400 when passed):`}),`\n`,_jsx(_components.p,{children:_jsx(_components.strong,{children:`Latest generation models`})}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Parameter`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Fable 5.1`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 5.5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Sonnet 5.5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Haiku 5.5`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`model`}),` / `,_jsx(_components.code,{children:`messages`}),` / `,_jsx(_components.code,{children:`system`}),` / `,_jsx(_components.code,{children:`max_tokens`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`stream`}),` / `,_jsx(_components.code,{children:`stop_sequences`}),` / `,_jsx(_components.code,{children:`tools`}),` / `,_jsx(_components.code,{children:`metadata`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`temperature`}),` / `,_jsx(_components.code,{children:`top_p`}),` / `,_jsx(_components.code,{children:`top_k`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌ default values only`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`tool_choice`}),` (`,_jsx(_components.code,{children:`any`}),`/`,_jsx(_components.code,{children:`tool`}),` forced calls)`]}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ works but skips thinking`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: adaptive`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ always on`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ always on`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ on by default`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ on by default`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: enabled + budget_tokens`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: disabled`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ only effort ≤ high`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: between_tools`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ only effort ≤ high, 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tools:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Value`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`{\"type\": \"auto\"}`})}),_jsx(_components.td,{children:`Automatically decides whether to use tools (default)`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`{\"type\": \"any\"}`})}),_jsx(_components.td,{children:`Must use at least one tool`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`{\"type\": \"none\"}`})}),_jsx(_components.td,{children:`Do not use any tools`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`{\"type\": \"tool\", \"name\": \"tool_name\"}`})}),_jsx(_components.td,{children:`Must use the specified tool`})]})]})]}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`any`}),` and `,_jsx(_components.code,{children:`tool`}),` return `,_jsx(_components.strong,{children:`400`}),` on `,_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),` and `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`; see the `,_jsx(_components.code,{children:`tool_choice`}),` parameter description above for the alternative. `,_jsx(_components.code,{children:`disable_parallel_tool_use: true`}),` combined with `,_jsx(_components.code,{children:`auto`}),` still works, and means “call at most once”.`]})}),`\n`,_jsx(_components.p,{children:`Example:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`6`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"auto\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"disable_parallel_tool_use\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:`false`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsx(Heading,{level:`3`,id:`text-editor-tool`,children:`Text Editor Tool`}),`\n`,_jsxs(_components.p,{children:[`An Anthropic-defined `,_jsx(_components.strong,{children:`file read/write tool`}),` that lets the model view and modify local files, commonly used for code debugging, refactoring and document editing. Anthropic defines the schema and `,_jsx(_components.strong,{children:`your program executes it locally`}),`: the model returns a `,_jsx(_components.code,{children:`tool_use`}),` block, you perform the corresponding file operation, and then pass the result back as a `,_jsx(_components.code,{children:`tool_result`}),`.`]}),`\n`,_jsxs(_components.p,{children:[`Declaring it `,_jsxs(_components.strong,{children:[`requires no `,_jsx(_components.code,{children:`input_schema`})]}),`, only `,_jsx(_components.code,{children:`type`}),` and `,_jsx(_components.code,{children:`name`}),`:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`8`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`8`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"text_editor_20250728\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"str_replace_based_edit_tool\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`The model returns one of the following commands in `,_jsx(_components.code,{children:`tool_use.input.command`}),`:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Command`}),_jsx(_components.th,{children:`Main parameters`}),_jsx(_components.th,{children:`Purpose`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`view`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`view_range`}),` (optional)`]}),_jsx(_components.td,{children:`View file contents or a directory listing`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`create`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`file_text`})]}),_jsx(_components.td,{children:`Create / overwrite a file`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`str_replace`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`old_str`}),`, `,_jsx(_components.code,{children:`new_str`})]}),_jsx(_components.td,{children:`Replace the uniquely matching snippet in a file`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`insert`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`insert_line`}),`, `,_jsx(_components.code,{children:`insert_text`})]}),_jsx(_components.td,{children:`Insert content after the specified line`})]})]})]}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`path`}),` is generated by the model and is untrusted input. Before executing, always resolve it to a canonical path and verify it is still inside the project root, to prevent path traversal via `,_jsx(_components.code,{children:`..`}),`, symlinks and the like; on error, return a `,_jsx(_components.code,{children:`tool_result`}),` with `,_jsx(_components.code,{children:`is_error: true`}),` so the model can retry.`]})}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`The legacy `,_jsx(_components.code,{children:`text_editor_20250124`}),` + `,_jsx(_components.code,{children:`str_replace_editor`}),` is no longer supported on Claude 4 and later models, and the `,_jsx(_components.code,{children:`undo_edit`}),` command has also been removed. For the full command reference and reference implementations in each language, see Anthropic’s official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/agents-and-tools/tool-use/text-editor-tool`,children:`Text editor tool`}),`.`]})}),`\n`,_jsx(Heading,{level:`3`,id:`service-tier`,children:`Service Tier`}),`\n`,_jsxs(_components.p,{children:[`Anthropic offers three service tiers to trade off availability, performance and cost: `,_jsx(_components.strong,{children:`Standard`}),` (default, best effort), `,_jsx(_components.strong,{children:`Priority Tier`}),` (prioritized scheduling, fewer overloaded errors during peak periods), and `,_jsx(_components.strong,{children:`Batch`}),` (asynchronous batch processing).`]}),`\n`,_jsxs(_components.p,{children:[`Use the `,_jsx(_components.code,{children:`service_tier`}),` parameter to control which capacity this request may use:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Value`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`auto`}),` (default)`]}),_jsx(_components.td,{children:`Uses Priority Tier capacity first when available, and automatically falls back to standard capacity when it is insufficient`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`standard_only`})}),_jsx(_components.td,{children:`Uses standard capacity only, without consuming Priority Tier quota`})]})]})]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`8`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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\"max_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`1024`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"service_tier\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"auto\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"messages\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Hello\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`The response’s `,_jsx(_components.code,{children:`usage.service_tier`}),` reports the tier this request actually hit (such as `,_jsx(_components.code,{children:`\"priority\"`}),` / `,_jsx(_components.code,{children:`\"standard\"`}),`), which you can use to determine the scheduling outcome:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`7`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`7`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"usage\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"input_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`410`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"output_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`585`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"service_tier\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"priority\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[`Priority Tier capacity commitments are `,_jsx(_components.strong,{children:`no longer available for new purchase`}),`; only customers with existing contracts can continue to use them until the contract expires, and requests from all other accounts actually go through standard capacity. In addition, Priority Tier `,_jsx(_components.strong,{children:`does not cover`}),` `,_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),` or `,_jsx(_components.code,{children:`claude-sonnet-5`}),`; specifying Priority Tier when requesting these models fails validation.`]})}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`service_tier`}),` is an official Anthropic parameter that this platform passes through to the upstream; the actual scheduling outcome is determined by `,_jsx(_components.code,{children:`usage.service_tier`}),` in the response. For the full description see the official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/api/service-tiers`,children:`Service tiers`}),`.`]})}),`\n`,_jsx(Heading,{level:`3`,id:`multimodal-input-images`,children:`Multimodal Input (Images)`}),`\n`,_jsx(_components.p,{children:`Images can be included in messages:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`26`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`26`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`curl`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` 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empty`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`budget_tokens`}),` is only for Claude 4.5 and earlier models, with a minimum of 1024; for newer models use `,_jsx(_components.code,{children:`thinking.type: \"adaptive\"`}),` + `,_jsx(_components.code,{children:`output_config.effort`})]}),`\n`,_jsxs(_components.li,{children:[`Newer models do not return thinking content by default; to show it, set `,_jsx(_components.code,{children:`thinking.display: \"summarized\"`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`thinking.type: \"between_tools\"`}),` is only available on `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),` and cannot be passed together with other `,_jsx(_components.code,{children:`thinking`}),` fields`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),` and `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),` do not support forced tool calls (`,_jsx(_components.code,{children:`tool_choice`}),` of `,_jsx(_components.code,{children:`any`}),` / `,_jsx(_components.code,{children:`tool`}),`)`]}),`\n`,_jsx(_components.li,{children:`Tool use requires multiple rounds of interaction: the first round returns the tool call request, and the second round returns the tool execution result`}),`\n`,_jsx(_components.li,{children:`Image input must use base64 encoding`}),`\n`]})}),`\n`,_jsx(Tip,{children:_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Using streaming output improves time to first token and the interactive experience`}),`\n`,_jsx(_components.li,{children:`Build timeout and retry mechanisms for tool calls to avoid blocking the model’s response`}),`\n`,_jsx(_components.li,{children:`Extended thinking can significantly improve reasoning quality on complex problems`}),`\n`]})}),`\n`,_jsx(Heading,{level:`2`,id:`related-resources`,children:`Related Resources`}),`\n`,_jsxs(Columns,{cols:2,children:[_jsx(Card,{title:`Chat Completions (OpenAI Compatible)`,icon:`message`,href:`/en/api-reference/endpoint/chat-openai`,children:_jsx(_components.p,{children:`View the OpenAI-compatible chat completions documentation`})}),_jsx(Card,{title:`Model List`,icon:`list`,href:`/en/api-reference/models`,children:_jsx(_components.p,{children:`View information on all supported models`})})]})]})}function MDXContent(props={}){const{wrapper:MDXLayout}={..._provideComponents(),...props.components};return MDXLayout?_jsx(MDXLayout,{...props,children:_jsx(_createMdxContent,{...props})}):_createMdxContent(props)}return{default:MDXContent};function _missingMdxReference(id,component){throw new Error(`Expected `+(component?`component`:`object`)+\" `\"+id+\"` to be defined: you likely forgot to import, pass, or provide it.\")}","frontmatter":{},"scope":{"config":{},"pageMetadata":{"title":"Native Claude Format","api":"POST https://api.gravitex.ai/v1/messages","description":null,"href":"/en/api-reference/endpoint/messages"}}},"mdxSourceWithNoJs":{"compiledSource":"\"use strict\";const{Fragment:_Fragment,jsx:_jsx,jsxs:_jsxs}=arguments[0];const{useMDXComponents:_provideComponents}=arguments[0];function _createMdxContent(props){const _components={a:`a`,code:`code`,li:`li`,ol:`ol`,p:`p`,pre:`pre`,span:`span`,strong:`strong`,tbody:`tbody`,td:`td`,th:`th`,thead:`thead`,tr:`tr`,ul:`ul`,..._provideComponents(),...props.components},{Card,CodeBlock,Columns,Heading,Info,Note,ParamField,RequestExample,ResponseExample,Tab,Table,Tabs,Tip,Warning}=_components;if(!Card)_missingMdxReference(`Card`,true);if(!CodeBlock)_missingMdxReference(`CodeBlock`,true);if(!Columns)_missingMdxReference(`Columns`,true);if(!Heading)_missingMdxReference(`Heading`,true);if(!Info)_missingMdxReference(`Info`,true);if(!Note)_missingMdxReference(`Note`,true);if(!ParamField)_missingMdxReference(`ParamField`,true);if(!RequestExample)_missingMdxReference(`RequestExample`,true);if(!ResponseExample)_missingMdxReference(`ResponseExample`,true);if(!Tab)_missingMdxReference(`Tab`,true);if(!Table)_missingMdxReference(`Table`,true);if(!Tabs)_missingMdxReference(`Tabs`,true);if(!Tip)_missingMdxReference(`Tip`,true);if(!Warning)_missingMdxReference(`Warning`,true);return _jsxs(_Fragment,{children:[_jsx(Heading,{level:`2`,id:`introduction`,children:`Introduction`}),`\n`,_jsx(_components.p,{children:`Claude’s native message API, suitable for native Anthropic clients such as Claude Code. This API follows Anthropic’s API specification and provides full support for Claude model capabilities, including advanced features such as Extended Thinking and tool calling.`}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`If you are using an OpenAI-compatible client (such as the OpenAI SDK), we recommend using the `,_jsx(_components.a,{href:`/en/api-reference/endpoint/chat-openai`,children:_jsx(_components.code,{children:`/v1/chat/completions`})}),` endpoint instead.`]})}),`\n`,_jsx(Heading,{level:`2`,id:`authentication`,children:`Authentication`}),`\n`,_jsx(ParamField,{header:`Authorization`,type:`string`,required:true,id:`param-authorization`,children:_jsxs(_components.p,{children:[`Bearer Token, e.g. `,_jsx(_components.code,{children:`Bearer sk-xxxxxxxxxx`})]})}),`\n`,_jsx(Heading,{level:`2`,id:`request-parameters`,children:`Request Parameters`}),`\n`,_jsxs(ParamField,{body:`model`,type:`string`,required:true,id:`param-model`,children:[_jsx(_components.p,{children:`Claude model identifier. Supported models include:`}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),` - Claude Fable 5.1 (Latest, most capable, suited to the hardest reasoning and long-horizon agents)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),` - Claude Opus 5.5 (Latest Opus, complex agentic and coding work)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-5-5`}),` - Claude Sonnet 5.5 (Latest Sonnet, balance of speed and intelligence)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-haiku-5-5`}),` - Claude Haiku 5.5 (Latest Haiku, fastest and lowest cost)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5`}),` - Claude Fable 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-5`}),` - Claude Opus 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-5`}),` - Claude Sonnet 5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-8`}),` - Claude Opus 4.8`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-7`}),` - Claude Opus 4.7`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),` - Claude Opus 4.6`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-6`}),` - Claude Sonnet 4.6 (Balanced performance)`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-opus-4-5-20251101`}),` - Claude Opus 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-haiku-4-5-20251001`}),` - Claude Haiku 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),` - Claude Sonnet 4.5`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-sonnet-4-20250514`}),` - Claude Sonnet 4`]}),`\n`,_jsx(_components.li,{children:`Other Claude series models`}),`\n`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/overview`,children:`Models overview`}),` | Migration guides: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/fable-5-1/migration-guide`,children:`Fable 5.1`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/opus-5-5/migration-guide`,children:`Opus 5.5`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide`,children:`Sonnet 5.5`}),` · `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/haiku-5-5/migration-guide`,children:`Haiku 5.5`})]})]}),`\n`,_jsxs(ParamField,{body:`messages`,type:`array`,required:true,id:`param-messages`,children:[_jsxs(_components.p,{children:[`List of conversation messages. Each element contains `,_jsx(_components.code,{children:`role`}),` (`,_jsx(_components.code,{children:`user`}),` / `,_jsx(_components.code,{children:`assistant`}),`; some newer models also support `,_jsx(_components.code,{children:`system`}),`, see below) and `,_jsx(_components.code,{children:`content`}),`. `,_jsx(_components.code,{children:`content`}),` can be a string or an array of media content.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models.`]}),_jsx(_components.p,{children:_jsxs(_components.strong,{children:[`Mid-conversation system messages (`,_jsx(_components.code,{children:`role: \"system\"`}),`)`]})}),_jsxs(_components.p,{children:[`Inserting `,_jsx(_components.code,{children:`{\"role\": \"system\", \"content\": \"...\"}`}),` in the middle of the `,_jsx(_components.code,{children:`messages`}),` array lets you append operator instructions while the conversation is in progress (for example switching modes or injecting state) `,_jsx(_components.strong,{children:`without invalidating the previously cached conversation prefix`}),`. Compared with modifying the top-level `,_jsx(_components.code,{children:`system`}),`, this approach is more cache-friendly and harder to exploit via prompt injection. It is generally available and needs no beta header. Officially supported platforms are the Claude API, Amazon Bedrock, and Google Cloud. Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/mid-conversation-system-messages`,children:`Mid-conversation system messages`})]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`})]}),_jsx(_components.td,{children:`✅ Supported`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),` and earlier models`]}),_jsxs(_components.td,{children:[`❌ Returns `,_jsx(_components.strong,{children:`400`}),`: `,_jsx(_components.code,{children:`role 'system' is not supported on this model`})]})]})]})]}),_jsxs(_components.p,{children:[`Placement rules (violating them on a supported model also returns `,_jsx(_components.strong,{children:`400`}),`):`]}),_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[`It cannot be `,_jsx(_components.code,{children:`messages[0]`}),`;`]}),`\n`,_jsxs(_components.li,{children:[`It must immediately follow a `,_jsx(_components.code,{children:`user`}),` message (or an `,_jsx(_components.code,{children:`assistant`}),` message that ends with a server-side tool call);`]}),`\n`,_jsxs(_components.li,{children:[`It must be the last item in the array, or be immediately followed by an `,_jsx(_components.code,{children:`assistant`}),` message;`]}),`\n`,_jsxs(_components.li,{children:[`It cannot be inserted between an `,_jsx(_components.code,{children:`assistant`}),` `,_jsx(_components.code,{children:`tool_use`}),` and its corresponding `,_jsx(_components.code,{children:`tool_result`}),` (in an agent loop, place it after the `,_jsx(_components.code,{children:`user`}),` message that carries the `,_jsx(_components.code,{children:`tool_result`}),`).`]}),`\n`]}),_jsx(CodeBlock,{filename:``,numberOfLines:`11`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`11`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"max_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`1024`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"system\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"You are a helpful assistant.\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"messages\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Help me write a product description\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"assistant\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Sure, here is a product description...\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Make it shorter\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`},`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"system\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Concise mode is on: keep replies under 40 words.\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),_jsx(Note,{children:_jsxs(_components.p,{children:[`The top-level `,_jsx(_components.code,{children:`system`}),` field works normally on all models. A `,_jsx(_components.code,{children:`role: \"system\"`}),` message is only a supplement to it, suited to multi-turn conversations where instructions need to be added midway. System messages passed through `,_jsx(_components.code,{children:`/v1/chat/completions`}),` (OpenAI-compatible format) are merged into Claude’s top-level `,_jsx(_components.code,{children:`system`}),` field and do not follow these rules.`]})}),_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Assistant prefill`}),`: ending the request with `,_jsx(_components.code,{children:`role: \"assistant\"`}),` to prefill the model’s reply returns `,_jsx(_components.strong,{children:`400`}),` on `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),` and all later models (including `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5-1`}),` and `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`; it is not allowed on Haiku 5.5 even with thinking off). It is unavailable on any model when thinking is enabled. Use `,_jsx(_components.code,{children:`output_config.format`}),` (`,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/structured-outputs`,children:`Structured outputs`}),`) or the system prompt to constrain the output format instead.`]})})]}),`\n`,_jsxs(ParamField,{body:`max_tokens`,type:`number`,required:true,id:`param-max-tokens`,children:[_jsxs(_components.p,{children:[`Maximum number of tokens to generate, which controls reply length. Must be greater than 0. `,_jsx(_components.strong,{children:`Thinking tokens also count toward this limit`}),`, so reserve enough headroom when thinking is enabled, otherwise the reply may be truncated with `,_jsx(_components.code,{children:`stop_reason: \"max_tokens\"`}),`.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),` (the per-request output limit differs by model)`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Max output tokens`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`128K`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-5-20251101`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-20251001`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`64K`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Other legacy models`}),_jsxs(_components.td,{children:[`See the `,_jsx(_components.a,{href:`https://maas.gravitex.ai/#/models`,children:`Model Marketplace`})]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`system`,type:`string|array`,id:`param-system`,children:[_jsx(_components.p,{children:`System prompt, can be a string or an array of media content. Used to set the model’s behavior and role.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsxs(ParamField,{body:`temperature`,type:`number`,default:`1.0`,id:`param-temperature`,children:[_jsx(_components.p,{children:`Randomness control, 0-1. Higher values make replies more random.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`. Passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (regardless of whether thinking is enabled). Remove the parameter and use the system prompt to steer style instead`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; but `,_jsx(_components.strong,{children:`unavailable when thinking is enabled`}),` (incompatible with thinking)`]})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`claude-haiku-5-5`}),` validates more strictly: `,_jsx(_components.code,{children:`temperature`}),` only accepts `,_jsx(_components.code,{children:`1`}),`, and any other value (including `,_jsx(_components.code,{children:`0`}),`) returns `,_jsx(_components.strong,{children:`400`}),`; passing both `,_jsx(_components.code,{children:`temperature`}),` and `,_jsx(_components.code,{children:`top_p`}),` also returns 400. If you used `,_jsx(_components.code,{children:`temperature: 0`}),` for classification on Haiku 4.5, remove the parameter and constrain the result with structured outputs (`,_jsx(_components.code,{children:`output_config.format`}),`) instead. Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/haiku-5-5/migration-guide`,children:`Claude Haiku 5.5 migration guide`})]})}),_jsx(Note,{children:_jsxs(_components.p,{children:[`On all Claude 4 and later models, `,_jsx(_components.code,{children:`temperature`}),` and `,_jsx(_components.code,{children:`top_p`}),` `,_jsx(_components.strong,{children:`cannot be passed together`}),`; use one or the other.`]})})]}),`\n`,_jsxs(ParamField,{body:`top_p`,type:`number`,default:`1.0`,id:`param-top-p`,children:[_jsx(_components.p,{children:`Nucleus sampling parameter, 0-1, controls generation diversity.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`; passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (the default for `,_jsx(_components.code,{children:`claude-haiku-5-5`}),` is `,_jsx(_components.code,{children:`0.99`}),`, so passing `,_jsx(_components.code,{children:`1`}),` also errors)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; `,_jsx(_components.strong,{children:`when thinking is enabled the value must be between 0.95 and 1`})]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`top_k`,type:`number`,id:`param-top-k`,children:[_jsx(_components.p,{children:`Top-K sampling parameter.`}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`Not supported`}),`; passing a non-default value returns `,_jsx(_components.strong,{children:`400`}),` (`,_jsx(_components.code,{children:`claude-haiku-5-5`}),` errors on any value)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`, `,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`})]}),_jsxs(_components.td,{children:[`✅ Supported; but `,_jsx(_components.strong,{children:`unavailable when thinking is enabled`}),` (incompatible with thinking)`]})]})]})]})]}),`\n`,_jsxs(ParamField,{body:`stream`,type:`boolean`,default:`false`,id:`param-stream`,children:[_jsx(_components.p,{children:`Whether to enable streaming output, which returns data chunks in SSE format.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`The official SDKs `,_jsx(_components.strong,{children:`require streaming`}),` when `,_jsx(_components.code,{children:`max_tokens > 21333`}),`, otherwise they raise an error because of HTTP timeouts (a client-side check, not a server-side limit). We recommend always enabling streaming when thinking is enabled or when using a large `,_jsx(_components.code,{children:`max_tokens`}),`.`]})})]}),`\n`,_jsxs(ParamField,{body:`stop_sequences`,type:`array`,id:`param-stop-sequences`,children:[_jsxs(_components.p,{children:[`List of stop sequences. Generation stops when the model produces one of these sequences, and the response’s `,_jsx(_components.code,{children:`stop_reason`}),` is then `,_jsx(_components.code,{children:`stop_sequence`}),`.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsxs(ParamField,{body:`tools`,type:`array`,id:`param-tools`,children:[_jsx(_components.p,{children:`List of tool definitions, supports function tools and web search tools.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences (the available server-side tool types vary by model generation).`]})]}),`\n`,_jsxs(ParamField,{body:`tool_choice`,type:`object`,id:`param-tool-choice`,children:[_jsxs(_components.p,{children:[`Tool selection strategy, controls how the model uses tools. Options are `,_jsx(_components.code,{children:`auto`}),` (default), `,_jsx(_components.code,{children:`none`}),`, `,_jsx(_components.code,{children:`any`}),`, `,_jsx(_components.code,{children:`tool`}),`.`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Support`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),_jsxs(_components.td,{children:[`⚠️ `,_jsxs(_components.strong,{children:[`Only `,_jsx(_components.code,{children:`auto`}),` and `,_jsx(_components.code,{children:`none`}),` are supported`]}),`. Passing `,_jsx(_components.code,{children:`any`}),` or `,_jsx(_components.code,{children:`tool`}),` always returns `,_jsx(_components.strong,{children:`400`}),` (`,_jsx(_components.code,{children:`tool_choice: type \"tool\" and \"any\" are not supported for this model.`}),`), regardless of whether thinking is enabled; the Batches and count_tokens endpoints reject them as well`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-5-5`})}),_jsxs(_components.td,{children:[`✅ All four values are supported; but with forced calls (`,_jsx(_components.code,{children:`any`}),` / `,_jsx(_components.code,{children:`tool`}),`) the model `,_jsx(_components.strong,{children:`skips thinking`}),` and outputs the tool call directly`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[`Other adaptive thinking models (`,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`}),`)`]}),_jsxs(_components.td,{children:[`✅ All four values are supported, and `,_jsx(_components.strong,{children:`forced tool calls are compatible with thinking`})]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[`Models that only support extended thinking (`,_jsx(_components.code,{children:`claude-opus-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-*`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-*`}),`)`]}),_jsxs(_components.td,{children:[`⚠️ `,_jsx(_components.strong,{children:`With thinking enabled`}),`, only `,_jsx(_components.code,{children:`auto`}),` and `,_jsx(_components.code,{children:`none`}),` are supported; passing `,_jsx(_components.code,{children:`any`}),` or `,_jsx(_components.code,{children:`tool`}),` raises an error`]})]})]})]}),_jsxs(Tip,{children:[_jsxs(_components.p,{children:[`On models that do not support forced calls, use `,_jsx(_components.code,{children:`{\"type\": \"auto\"}`}),` instead and state explicitly in the prompt which tool to use; also add `,_jsx(_components.code,{children:`strict: true`}),` to the tool definition to guarantee the arguments conform to the schema. `,_jsx(_components.code,{children:`auto`}),` does not guarantee that a tool will be called, so check in your code and retry if none was called. If you were forcing a call only to get JSON, switch to structured outputs (`,_jsx(_components.code,{children:`output_config.format`}),`) instead.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide#forced-tool-use`,children:`Forced tool use is not supported`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/agents-and-tools/tool-use/strict-tool-use`,children:`Strict tool use`})]})]})]}),`\n`,_jsxs(ParamField,{body:`thinking`,type:`object`,id:`param-thinking`,children:[_jsx(_components.p,{children:`Extended thinking configuration, enables Claude’s deep reasoning capability.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),` (the parameter with the most variation across generations; see the table below)`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Supported thinking modes`}),_jsxs(_components.th,{children:[`When `,_jsx(_components.code,{children:`thinking`}),` is omitted`]}),_jsx(_components.th,{children:`Values that return 400`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-fable-5-1`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`}),`, `,_jsx(_components.code,{children:`between_tools`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-5-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`between_tools`}),`; `,_jsx(_components.code,{children:`disabled`}),` returns 400 at `,_jsx(_components.strong,{children:`every`}),` effort level`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5-5`})}),_jsxs(_components.td,{children:[`Adaptive + `,_jsx(_components.code,{children:`between_tools`}),` (lowest tier)`]}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`}),`; `,_jsx(_components.code,{children:`between_tools`}),` with `,_jsx(_components.code,{children:`xhigh`}),`/`,_jsx(_components.code,{children:`max`}),` returns 400`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-5-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`between_tools`}),`; `,_jsx(_components.code,{children:`disabled`}),` is only available when `,_jsx(_components.code,{children:`effort`}),` ≤ `,_jsx(_components.code,{children:`high`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-fable-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`Always on`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`, `,_jsx(_components.code,{children:`disabled`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`enabled`}),`; `,_jsx(_components.code,{children:`disabled`}),` is only available when `,_jsx(_components.code,{children:`effort`}),` ≤ `,_jsx(_components.code,{children:`high`}),`, and returns 400 with `,_jsx(_components.code,{children:`xhigh`}),`/`,_jsx(_components.code,{children:`max`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:_jsx(_components.strong,{children:`On by default`})}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-8`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-7`})}),_jsx(_components.td,{children:`Adaptive only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`enabled`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-6`})}),_jsx(_components.td,{children:`Adaptive + extended (deprecated)`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:`None`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-6`})}),_jsx(_components.td,{children:`Adaptive + extended (deprecated)`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:`None`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-5-20251101`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-haiku-4-5-20251001`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-4-20250514`})}),_jsx(_components.td,{children:`Extended only`}),_jsx(_components.td,{children:`Off`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`adaptive`})})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`Starting with Claude Opus 4.7, and across the entire Fable, Opus 5 / 5.5, Sonnet 5 / 5.5 and Haiku 5.5 lineups, `,_jsx(_components.code,{children:`{\"type\": \"enabled\", \"budget_tokens\": N}`}),` always returns `,_jsx(_components.strong,{children:`400`}),`. Use `,_jsx(_components.code,{children:`{\"type\": \"adaptive\"}`}),` + `,_jsx(_components.code,{children:`output_config.effort`}),` to control thinking depth instead. `,_jsx(_components.code,{children:`budget_tokens`}),` is only required on Claude 4.5 and earlier models; it is deprecated on Opus 4.6 / Sonnet 4.6 but still works for now.`]})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Sub-field`}),_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`type`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`\"adaptive\"`}),`: adaptive thinking, where the model decides when and how deeply to think; `,_jsx(_components.code,{children:`\"disabled\"`}),`: turn thinking off; `,_jsx(_components.code,{children:`\"between_tools\"`}),`: `,_jsxs(_components.strong,{children:[`supported only on `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),`, the lowest thinking tier for that model, used in place of the disabled `,_jsx(_components.code,{children:`disabled`}),` (see below); `,_jsx(_components.code,{children:`\"enabled\"`}),`: manually set a thinking budget, only for Claude 4.5 and earlier models, used together with `,_jsx(_components.code,{children:`budget_tokens`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`display`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`\"summarized\"`}),`: return a summary of the thinking process; `,_jsx(_components.code,{children:`\"omitted\"`}),`: do not return thinking content. Thinking still happens and costs the same; `,_jsx(_components.code,{children:`omitted`}),` only hides it, and the benefit is that the reply text appears sooner when streaming. `,_jsx(_components.code,{children:`\"updates\"`}),` (Beta): hide the reasoning and return only the short progress notes the model writes between tool calls; supported on `,_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, and requires the request header `,_jsx(_components.code,{children:`anthropic-beta: thinking-display-updates-2026-08-18`}),`. `,_jsx(_components.code,{children:`display`}),` cannot be combined with `,_jsx(_components.code,{children:`type: \"disabled\"`}),` or `,_jsx(_components.code,{children:`\"between_tools\"`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`budget_tokens`})}),_jsx(_components.td,{children:`number`}),_jsxs(_components.td,{children:[`Only used with `,_jsx(_components.code,{children:`type: \"enabled\"`}),` (Claude 4.5 and earlier models). Minimum 1024, and must be less than `,_jsx(_components.code,{children:`max_tokens`}),`; Claude 4.7 and later models do not support this form`]})]})]})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`4`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`4`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"adaptive\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// adaptive thinking`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"adaptive\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"display\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"summarized\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// adaptive thinking, return a thinking summary`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"disabled\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// thinking off (not available on Fable, Opus 5.5, Sonnet 5.5)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// Sonnet 5.5 only: lowest thinking tier`})]}),`\n`]})})}),_jsxs(_components.p,{children:[_jsxs(_components.strong,{children:[`The default for `,_jsx(_components.code,{children:`display`}),` varies by model`]}),`: Claude Fable 5.1, Fable 5, Opus 5.5, Opus 5, Sonnet 5.5, Sonnet 5, Haiku 5.5, Opus 4.8 and Opus 4.7 default to `,_jsx(_components.code,{children:`\"omitted\"`}),`; Claude Opus 4.6, Sonnet 4.6 and earlier models default to `,_jsx(_components.code,{children:`\"summarized\"`}),`. To show the thinking process to users on the former group, you `,_jsx(_components.strong,{children:`must explicitly set`}),` `,_jsx(_components.code,{children:`\"display\": \"summarized\"`}),`, otherwise the thinking content comes back as an empty string.`]}),_jsxs(Note,{children:[_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Response structure changes in Fable 5.1, Opus 5.5 and Sonnet 5.5`}),`: the longer progress notes the model writes between tool calls are returned as `,_jsx(_components.code,{children:`thinking`}),` blocks rather than `,_jsx(_components.code,{children:`text`}),` blocks. Under the default `,_jsx(_components.code,{children:`display: \"omitted\"`}),` these blocks are empty, so clients that render only `,_jsx(_components.code,{children:`text`}),` blocks may show no output for long stretches of a long agent turn. Parse the response by block `,_jsx(_components.code,{children:`type`}),` rather than relying on block position; across multi-turn tool calls, pass `,_jsx(_components.code,{children:`thinking`}),` blocks back unchanged.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking`,children:`Thinking`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#controlling-thinking-display`,children:`Controlling thinking display`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#progress-updates`,children:`Progress updates`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/thinking#preserving-thinking-blocks`,children:`Preserving thinking blocks`})]})]})]}),`\n`,_jsxs(ParamField,{body:`thinking.type = between_tools`,type:`object`,id:`param-thinking-type-between-tools`,children:[_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Exclusive to Claude Sonnet 5.5`}),`. On `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`{\"type\": \"disabled\"}`}),` returns 400; to turn thinking off, use `,_jsx(_components.code,{children:`{\"type\": \"between_tools\"}`}),` instead. This is the model’s `,_jsx(_components.strong,{children:`lowest thinking tier`}),`: the model does no extended thinking, and the short progress notes it writes between tool calls are returned as `,_jsx(_components.code,{children:`thinking`}),` blocks `,_jsx(_components.strong,{children:`with summary text`}),` (unlike `,_jsx(_components.code,{children:`adaptive`}),`, which returns empty content by default). No beta header is required.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Usage restrictions`}),` (violating any one returns `,_jsxs(_components.strong,{children:[`400 `,_jsx(_components.code,{children:`invalid_request_error`})]}),`):`]}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Restriction`}),_jsx(_components.th,{children:`Error on violation`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`thinking`}),` may contain `,_jsxs(_components.strong,{children:[`only the `,_jsx(_components.code,{children:`type`}),` field`]}),`; it cannot include `,_jsx(_components.code,{children:`display`}),`, `,_jsx(_components.code,{children:`budget_tokens`}),` or `,_jsx(_components.code,{children:`block_binding`})]}),_jsx(_components.td,{\"data-numeric\":`true`,children:`400`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`output_config.effort`}),` may only be `,_jsx(_components.code,{children:`high`}),` or below`]}),_jsx(_components.td,{children:_jsx(_components.code,{children:`output_config.effort 'xhigh' is not supported when thinking is disabled on this model. Use effort 'high' or below, or enable thinking.`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Effort cannot be changed per message mid-conversation`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`messages.N: output_config.effort 'low' differs from the 'high' in effect before it; ...`})})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsxs(_components.strong,{children:[`Only usable with `,_jsx(_components.code,{children:`claude-sonnet-5-5`})]}),`; other models (including Sonnet 5, Opus 5.5 and Fable 5.1) do not support it`]}),_jsx(_components.td,{children:_jsx(_components.code,{children:`\"thinking.type.between_tools\" is not supported for this model.`})})]})]})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`11`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`11`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ✅ Correct`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"output_config\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"high\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: between_tools cannot include budget_tokens`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"budget_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`2048`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: between_tools does not support xhigh / max`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"between_tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"output_config\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"xhigh\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`,_jsx(_components.span,{className:`line`}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// ❌ 400: Sonnet 5.5 no longer accepts disabled`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"model\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"claude-sonnet-5-5\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"thinking\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"disabled\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`]})})}),_jsxs(Tip,{children:[_jsxs(_components.p,{children:[`Anthropic recommends preferring `,_jsxs(_components.strong,{children:[`adaptive thinking + `,_jsx(_components.code,{children:`effort: \"low\"`})]}),`: at the `,_jsx(_components.code,{children:`low`}),` level the model thinks very briefly, and simple requests usually skip thinking entirely. Use `,_jsx(_components.code,{children:`between_tools`}),` only when you really need to turn thinking off. If your code retries the same request body against other models (for example fallback or routing), remember to strip `,_jsx(_components.code,{children:`between_tools`}),` first.`]}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/sonnet-5-5/migration-guide#turn-off-up-front-thinking`,children:`Turn off up-front thinking (Sonnet 5.5 migration guide)`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/prompt-engineering/prompting-claude-sonnet-5-5#running-without-up-front-thinking`,children:`Running without up-front thinking`})]})]})]}),`\n`,_jsxs(ParamField,{body:`output_config`,type:`object`,id:`param-output-config`,children:[_jsx(_components.p,{children:`Output configuration, used to control the model’s reasoning depth and token spend.`}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Sub-field`}),_jsx(_components.th,{children:`Type`}),_jsx(_components.th,{children:`Description`})]})}),_jsx(_components.tbody,{children:_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`effort`})}),_jsx(_components.td,{children:`enum`}),_jsxs(_components.td,{children:[`Reasoning effort: `,_jsx(_components.code,{children:`\"low\"`}),` / `,_jsx(_components.code,{children:`\"medium\"`}),` / `,_jsx(_components.code,{children:`\"high\"`}),` / `,_jsx(_components.code,{children:`\"xhigh\"`}),` / `,_jsx(_components.code,{children:`\"max\"`}),`. The default is `,_jsx(_components.code,{children:`\"high\"`}),` for most models; `,_jsxs(_components.strong,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),` and `,_jsx(_components.code,{children:`claude-haiku-5-5`}),` default to `,_jsx(_components.code,{children:`\"medium\"`})]}),`. Higher levels generally produce more accurate, more thorough answers but take longer and consume more tokens; try `,_jsx(_components.code,{children:`\"xhigh\"`}),` or `,_jsx(_components.code,{children:`\"max\"`}),` for coding and agentic work`]})]})})]}),_jsx(CodeBlock,{filename:``,numberOfLines:`3`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`3`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"high\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// default level for most models`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"xhigh\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// coding / agentic long-horizon tasks`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"effort\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"low\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// chat, classification, sub-agents and other simple tasks`})]}),`\n`]})})}),_jsxs(_components.p,{children:[`This parameter affects `,_jsx(_components.strong,{children:`all`}),` tokens in the response (reply text, tool calls, and thinking), so it takes effect even without thinking enabled.`]}),_jsx(_components.p,{children:_jsx(_components.strong,{children:`Model support`})}),_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Model`}),_jsx(_components.th,{children:`Available levels`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-haiku-5-5`})]}),_jsxs(_components.td,{children:[`All five levels, `,_jsxs(_components.strong,{children:[`default `,_jsx(_components.code,{children:`medium`})]}),` (one level lower than the previous generation; set it explicitly when you need deep reasoning)`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-sonnet-5-5`})}),_jsxs(_components.td,{children:[`All five levels, default `,_jsx(_components.code,{children:`high`}),`; `,_jsx(_components.strong,{children:`levels have been recalibrated`}),`, so the same level produces a different amount of thinking than on Sonnet 5; retest after migrating (Anthropic recommends starting at `,_jsx(_components.code,{children:`medium`}),` for agentic coding and `,_jsx(_components.code,{children:`low`}),` for chat)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-fable-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),`, `,_jsx(_components.code,{children:`claude-opus-4-8`}),`, `,_jsx(_components.code,{children:`claude-opus-4-7`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5`})]}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` / `,_jsx(_components.code,{children:`xhigh`}),` / `,_jsx(_components.code,{children:`max`}),` (all five levels), default `,_jsx(_components.code,{children:`high`})]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-opus-4-6`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-6`})]}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` / `,_jsx(_components.code,{children:`max`}),` (`,_jsx(_components.code,{children:`xhigh`}),` `,_jsx(_components.strong,{children:`not supported`}),`)`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`claude-opus-4-5-20251101`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`low`}),` / `,_jsx(_components.code,{children:`medium`}),` / `,_jsx(_components.code,{children:`high`}),` (the only extended-thinking-only model that supports effort; used together with `,_jsx(_components.code,{children:`budget_tokens`}),`)`]})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`claude-sonnet-4-5-20250929`}),`, `,_jsx(_components.code,{children:`claude-haiku-4-5-20251001`}),`, `,_jsx(_components.code,{children:`claude-sonnet-4-20250514`})]}),_jsxs(_components.td,{children:[`❌ `,_jsx(_components.strong,{children:`This parameter is not supported`})]})]})]})]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`On Claude Opus 5 and Haiku 5.5, thinking `,_jsx(_components.strong,{children:`cannot be disabled`}),` at `,_jsx(_components.code,{children:`\"xhigh\"`}),` or `,_jsx(_components.code,{children:`\"max\"`}),` effort; combining those levels with `,_jsx(_components.code,{children:`\"thinking\": {\"type\": \"disabled\"}`}),` returns 400. To disable thinking, set `,_jsx(_components.code,{children:`effort`}),` to `,_jsx(_components.code,{children:`\"high\"`}),` or lower. The same rule applies to `,_jsx(_components.code,{children:`between_tools`}),` on Sonnet 5.5. `,_jsx(_components.strong,{children:`On Opus 5.5 thinking cannot be disabled at any level`}),`; the only way to reduce thinking is to lower `,_jsx(_components.code,{children:`effort`}),`.`]})}),_jsxs(_components.p,{children:[`Official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/effort`,children:`Effort`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/build-with-claude/effort#recommended-effort-levels-for-claude-sonnet-5-5`,children:`Recommended effort levels for Sonnet 5.5`}),` | `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/models/opus-5-5/migration-guide`,children:`Opus 5.5 migration guide`})]})]}),`\n`,_jsxs(ParamField,{body:`metadata`,type:`object`,id:`param-metadata`,children:[_jsx(_components.p,{children:`Request metadata for tracking and debugging.`}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Model support`}),`: supported by all Claude models, no differences.`]})]}),`\n`,_jsx(ParamField,{body:`service_tier`,type:`string`,default:`auto`,id:`param-service-tier`,children:_jsxs(_components.p,{children:[`Service tier, controls which type of capacity this request may use. Options are `,_jsx(_components.code,{children:`auto`}),` (prefer Priority Tier capacity, falling back to standard capacity when it is insufficient) and `,_jsx(_components.code,{children:`standard_only`}),` (use standard capacity only). The response’s `,_jsx(_components.code,{children:`usage.service_tier`}),` reports the tier this request actually hit. See `,_jsx(_components.a,{href:`#service-tier`,children:`Service Tier`}),`.`]})}),`\n`,_jsx(ParamField,{body:`mcp_servers`,type:`array`,id:`param-mcp-servers`,children:_jsxs(_components.p,{children:[`MCP (Model Context Protocol) server configuration. Must be used together with an `,_jsx(_components.code,{children:`mcp_toolset`}),` entry in `,_jsx(_components.code,{children:`tools`}),`; omitting either one causes a parameter validation error.`]})}),`\n`,_jsx(ParamField,{body:`context_management`,type:`object`,id:`param-context-management`,children:_jsx(_components.p,{children:`Context management configuration, controls how conversation context is handled.`})}),`\n`,_jsxs(ParamField,{body:`cache_control`,type:`object`,id:`param-cache-control`,children:[_jsxs(_components.p,{children:[`Enables `,_jsx(_components.strong,{children:`automatic caching`}),`. Placed at the top level of the request body, the system automatically applies the cache breakpoint to the last cacheable block and moves it forward as the conversation grows, with no markers to maintain. See `,_jsx(_components.a,{href:`#prompt-caching`,children:`Prompt Caching`}),`.`]}),_jsx(CodeBlock,{filename:``,numberOfLines:`2`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`2`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"ephemeral\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// 5-minute cache (default)`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"ephemeral\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"ttl\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"1h\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`} `}),_jsx(_components.span,{style:{color:`#6E7781`,\"--shiki-dark\":`#6A9955`},children:`// 1-hour cache`})]}),`\n`]})})}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`The legacy Amazon Bedrock integration (`,_jsx(_components.code,{children:`InvokeModel`}),` / `,_jsx(_components.code,{children:`Converse`}),`, covering Opus 4.6 and earlier models) does `,_jsx(_components.strong,{children:`not`}),` support a top-level `,_jsx(_components.code,{children:`cache_control`}),` and returns `,_jsx(_components.strong,{children:`400`}),`. Use block-level explicit breakpoints for those models; see `,_jsx(_components.a,{href:`#platform-support`,children:`Platform Support`}),`.`]})})]}),`\n`,_jsx(Heading,{level:`3`,id:`parameter-support-quick-reference`,children:`Parameter Support Quick Reference`}),`\n`,_jsx(_components.p,{children:`Availability of each parameter across the Claude models supported by this endpoint (✅ supported / ⚠️ conditional / ❌ returns 400 when passed):`}),`\n`,_jsx(_components.p,{children:_jsx(_components.strong,{children:`Latest generation models`})}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Parameter`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Fable 5.1`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 5.5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Sonnet 5.5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Haiku 5.5`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`model`}),` / `,_jsx(_components.code,{children:`messages`}),` / `,_jsx(_components.code,{children:`system`}),` / `,_jsx(_components.code,{children:`max_tokens`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`stream`}),` / `,_jsx(_components.code,{children:`stop_sequences`}),` / `,_jsx(_components.code,{children:`tools`}),` / `,_jsx(_components.code,{children:`metadata`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`temperature`}),` / `,_jsx(_components.code,{children:`top_p`}),` / `,_jsx(_components.code,{children:`top_k`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌ default values only`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`tool_choice`}),` (`,_jsx(_components.code,{children:`any`}),`/`,_jsx(_components.code,{children:`tool`}),` forced calls)`]}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ works but skips thinking`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: adaptive`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ always on`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ always on`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ on by default`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ on by default`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: enabled + budget_tokens`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: disabled`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ only effort ≤ high`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`thinking: between_tools`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ only effort ≤ high, no other fields allowed`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`thinking.display: updates`}),` (Beta)`]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`messages[].role: \"system\"`}),` (mid-conversation system messages)`]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`output_config.effort`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ five levels`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ five levels, default medium`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ five levels (recalibrated)`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅ five levels, default medium`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Assistant prefill`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`})]})]})]}),`\n`,_jsx(_components.p,{children:_jsx(_components.strong,{children:`Previous generation and earlier models`})}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Parameter`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Fable 5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Sonnet 5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 4.8 / 4.7`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 4.6 / Sonnet 4.6`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Opus 4.5`}),_jsx(_components.th,{style:{textAlign:`center`},children:`Sonnet 4.5 / Haiku 4.5 / Sonnet 4`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`model`}),` / `,_jsx(_components.code,{children:`messages`}),` / `,_jsx(_components.code,{children:`system`}),` / `,_jsx(_components.code,{children:`max_tokens`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`stream`}),` / `,_jsx(_components.code,{children:`stop_sequences`}),` / `,_jsx(_components.code,{children:`tools`}),` / `,_jsx(_components.code,{children:`metadata`})]}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`}),_jsx(_components.td,{style:{textAlign:`center`},children:`✅`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`temperature`})}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`❌`}),_jsx(_components.td,{style:{textAlign:`center`},children:`⚠️ unavailable with 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`}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"auto\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"disable_parallel_tool_use\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:`false`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsx(Heading,{level:`3`,id:`text-editor-tool`,children:`Text Editor Tool`}),`\n`,_jsxs(_components.p,{children:[`An Anthropic-defined `,_jsx(_components.strong,{children:`file read/write tool`}),` that lets the model view and modify local files, commonly used for code debugging, refactoring and document editing. Anthropic defines the schema and `,_jsx(_components.strong,{children:`your program executes it locally`}),`: the model returns a `,_jsx(_components.code,{children:`tool_use`}),` block, you perform the corresponding file operation, and then pass the result back as a `,_jsx(_components.code,{children:`tool_result`}),`.`]}),`\n`,_jsxs(_components.p,{children:[`Declaring it `,_jsxs(_components.strong,{children:[`requires no `,_jsx(_components.code,{children:`input_schema`})]}),`, only `,_jsx(_components.code,{children:`type`}),` and `,_jsx(_components.code,{children:`name`}),`:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`8`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`json`,children:_jsxs(_components.code,{language:`json`,numberOfLines:`8`,children:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`{`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"tools\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"type\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"text_editor_20250728\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"name\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"str_replace_based_edit_tool\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`The model returns one of the following commands in `,_jsx(_components.code,{children:`tool_use.input.command`}),`:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Command`}),_jsx(_components.th,{children:`Main parameters`}),_jsx(_components.th,{children:`Purpose`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`view`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`view_range`}),` (optional)`]}),_jsx(_components.td,{children:`View file contents or a directory listing`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`create`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`file_text`})]}),_jsx(_components.td,{children:`Create / overwrite a file`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`str_replace`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`old_str`}),`, `,_jsx(_components.code,{children:`new_str`})]}),_jsx(_components.td,{children:`Replace the uniquely matching snippet in a file`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`insert`})}),_jsxs(_components.td,{children:[_jsx(_components.code,{children:`path`}),`, `,_jsx(_components.code,{children:`insert_line`}),`, `,_jsx(_components.code,{children:`insert_text`})]}),_jsx(_components.td,{children:`Insert content after the specified line`})]})]})]}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`path`}),` is generated by the model and is untrusted input. Before executing, always resolve it to a canonical path and verify it is still inside the project root, to prevent path traversal via `,_jsx(_components.code,{children:`..`}),`, symlinks and the like; on error, return a `,_jsx(_components.code,{children:`tool_result`}),` with `,_jsx(_components.code,{children:`is_error: true`}),` so the model can retry.`]})}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[`The legacy `,_jsx(_components.code,{children:`text_editor_20250124`}),` + `,_jsx(_components.code,{children:`str_replace_editor`}),` is no longer supported on Claude 4 and later models, and the `,_jsx(_components.code,{children:`undo_edit`}),` command has also been removed. For the full command reference and reference implementations in each language, see Anthropic’s official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/agents-and-tools/tool-use/text-editor-tool`,children:`Text editor tool`}),`.`]})}),`\n`,_jsx(Heading,{level:`3`,id:`service-tier`,children:`Service Tier`}),`\n`,_jsxs(_components.p,{children:[`Anthropic offers three service tiers to trade off availability, performance and cost: `,_jsx(_components.strong,{children:`Standard`}),` (default, best effort), `,_jsx(_components.strong,{children:`Priority Tier`}),` (prioritized scheduling, fewer overloaded errors during peak periods), and `,_jsx(_components.strong,{children:`Batch`}),` (asynchronous batch processing).`]}),`\n`,_jsxs(_components.p,{children:[`Use the `,_jsx(_components.code,{children:`service_tier`}),` parameter to control which capacity this request may use:`]}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Value`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsxs(_components.td,{children:[_jsx(_components.code,{children:`auto`}),` (default)`]}),_jsx(_components.td,{children:`Uses Priority Tier capacity first when available, and automatically falls back to standard capacity when it is insufficient`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`standard_only`})}),_jsx(_components.td,{children:`Uses standard capacity only, without consuming Priority Tier quota`})]})]})]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`8`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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\"max_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`1024`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"service_tier\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"auto\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"messages\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: [`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` {`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"role\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"user\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`, `}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"content\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Hello\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` ]`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsxs(_components.p,{children:[`The response’s `,_jsx(_components.code,{children:`usage.service_tier`}),` reports the tier this request actually hit (such as `,_jsx(_components.code,{children:`\"priority\"`}),` / `,_jsx(_components.code,{children:`\"standard\"`}),`), which you can use to determine the scheduling outcome:`]}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`7`,language:`json`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default 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`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`410`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"output_tokens\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`585`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"service_tier\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"priority\"`})]}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:` }`})}),`\n`,_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})}),`\n`]})})}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[`Priority Tier capacity commitments are `,_jsx(_components.strong,{children:`no longer available for new purchase`}),`; only customers with existing contracts can continue to use them until the contract expires, and requests from all other accounts actually go through standard capacity. In addition, Priority Tier `,_jsx(_components.strong,{children:`does not cover`}),` `,_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),`, `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),`, `,_jsx(_components.code,{children:`claude-opus-5`}),` or `,_jsx(_components.code,{children:`claude-sonnet-5`}),`; specifying Priority Tier when requesting these models fails validation.`]})}),`\n`,_jsx(Note,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`service_tier`}),` is an official Anthropic parameter that this platform passes through to the upstream; the actual scheduling outcome is determined by `,_jsx(_components.code,{children:`usage.service_tier`}),` in the response. For the full description see the official docs: `,_jsx(_components.a,{href:`https://platform.claude.com/docs/en/api/service-tiers`,children:`Service tiers`}),`.`]})}),`\n`,_jsx(Heading,{level:`3`,id:`multimodal-input-images`,children:`Multimodal Input (Images)`}),`\n`,_jsx(_components.p,{children:`Images can be included in messages:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`26`,language:`shellscript`,children:_jsx(_components.pre,{className:`shiki shiki-themes github-light-default dark-plus`,style:{backgroundColor:`#ffffff`,\"--shiki-dark-bg\":`#0B0C0E`,color:`#1f2328`,\"--shiki-dark\":`#D4D4D4`},language:`shellscript`,children:_jsxs(_components.code,{language:`shellscript`,numberOfLines:`26`,children:[_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#953800`,\"--shiki-dark\":`#DCDCAA`},children:`curl`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#569CD6`},children:` 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empty`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`budget_tokens`}),` is only for Claude 4.5 and earlier models, with a minimum of 1024; for newer models use `,_jsx(_components.code,{children:`thinking.type: \"adaptive\"`}),` + `,_jsx(_components.code,{children:`output_config.effort`})]}),`\n`,_jsxs(_components.li,{children:[`Newer models do not return thinking content by default; to show it, set `,_jsx(_components.code,{children:`thinking.display: \"summarized\"`})]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`thinking.type: \"between_tools\"`}),` is only available on `,_jsx(_components.code,{children:`claude-sonnet-5-5`}),` and cannot be passed together with other `,_jsx(_components.code,{children:`thinking`}),` fields`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`claude-fable-5-1`}),`, `,_jsx(_components.code,{children:`claude-opus-5-5`}),` and 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(Block-level cache_control)","slug":"explicit-breakpoints-block-level-cache_control","depth":3,"children":[]},{"title":"Combining Both Approaches","slug":"combining-both-approaches","depth":3,"children":[]},{"title":"Caching Mechanics","slug":"caching-mechanics","depth":3,"children":[]},{"title":"Minimum Cacheable Length by Model","slug":"minimum-cacheable-length-by-model","depth":4,"children":[]},{"title":"Use Cases","slug":"use-cases","depth":3,"children":[]}]},{"title":"Basic Examples","slug":"basic-examples","depth":2,"children":[]},{"title":"Advanced Features","slug":"advanced-features","depth":2,"children":[{"title":"System Prompts","slug":"system-prompts","depth":3,"children":[]},{"title":"Extended Thinking","slug":"extended-thinking","depth":3,"children":[]},{"title":"Tool Use (Tools)","slug":"tool-use-tools","depth":3,"children":[]},{"title":"tool_choice Parameter Details","slug":"tool_choice-parameter-details","depth":3,"children":[]},{"title":"Text Editor Tool","slug":"text-editor-tool","depth":3,"children":[]},{"title":"Service Tier","slug":"service-tier","depth":3,"children":[]},{"title":"Multimodal Input (Images)","slug":"multimodal-input-images","depth":3,"children":[]},{"title":"Prompt Caching","slug":"prompt-caching-2","depth":3,"children":[]}]},{"title":"Response Format","slug":"response-format","depth":2,"children":[]},{"title":"Error Handling","slug":"error-handling","depth":2,"children":[]},{"title":"Comparison with /v1/chat/completions","slug":"comparison-with-/v1/chat/completions","depth":2,"children":[]},{"title":"Notes","slug":"notes","depth":2,"children":[]},{"title":"Related Resources","slug":"related-resources","depth":2,"children":[]}],"codeExamples":{"request":{"type":"RequestExample","children":[{"filename":"cURL","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"shellscript\">\u003ccode language=\"shellscript\" numberOfLines=\"55\">\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#DCDCAA\">curl\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -X\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> POST\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://api.gravitex.ai/v1/messages\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Content-Type: application/json\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Authorization: Bearer sk-xxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -d\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> '{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"model\": \"claude-opus-5-5\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"max_tokens\": 4096,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"system\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"text\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"text\": \"You are a rigorous technical assistant. Keep answers concise and accurate.\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"messages\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"role\": \"user\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"content\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"text\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"text\": \"What is the date today?\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"thinking\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"adaptive\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"display\": \"summarized\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"output_config\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"effort\": \"high\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"tools\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"name\": \"get_current_date\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"description\": \"Get the current date and time, returned as an ISO-8601 string\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"input_schema\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"object\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"properties\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"timezone\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"string\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"description\": \"IANA timezone identifier, e.g. Asia/Shanghai\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"required\": [\"timezone\"]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"tool_choice\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"auto\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"stop_sequences\": [\"END\"],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"stream\": false,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"metadata\": {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"user_id\": \"user_20260810_001\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }'\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"JavaScript","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"javascript\">\u003ccode language=\"javascript\" numberOfLines=\"42\">\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> response\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\"> fetch\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"https://api.gravitex.ai/v1/messages\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> method:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"POST\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> headers:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Content-Type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"application/json\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> Authorization:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Bearer sk-xxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> body:\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> JSON\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">stringify\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">({\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> model:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"claude-opus-5-5\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> max_tokens:\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\"> 4096\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> system:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">text:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"You are a rigorous technical assistant. Keep answers concise and accurate.\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> messages:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> role:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"user\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> content:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [{ \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">text:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"What is the date today?\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> thinking:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"adaptive\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">display:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"summarized\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> output_config:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">effort:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"high\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> tools:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> name:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"get_current_date\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> description:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Get the current date and time, returned as an ISO-8601 string\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> input_schema:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"object\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> properties:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> timezone:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"string\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">description:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"IANA timezone identifier, e.g. Asia/Shanghai\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> required:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"timezone\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> tool_choice:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">type:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"auto\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> stop_sequences:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> [\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"END\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> stream:\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> false\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> metadata:\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> { \u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">user_id:\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"user_20260810_001\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }),\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">});\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#569CD6\">const\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#4FC1FF\"> data\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\"> =\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\"> await\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\"> response\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">json\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">();\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">console\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#8250DF;--shiki-dark:#DCDCAA\">log\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">data\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">.\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#9CDCFE\">content\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">);\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Python","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"python\">\u003ccode language=\"python\" numberOfLines=\"46\">\u003cspan class=\"line\">\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">from\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> anthropic \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#C586C0\">import\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> Anthropic\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">client \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> Anthropic(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> api_key\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"sk-xxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> base_url\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"https://api.gravitex.ai\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">message \u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> client.messages.create(\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> model\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"claude-opus-5-5\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> max_tokens\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">4096\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> system\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">[\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"You are a rigorous technical assistant. Keep answers concise and accurate.\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> messages\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">[\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"role\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"user\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"content\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"What is the date today?\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> thinking\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"adaptive\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">, \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"display\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"summarized\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> output_config\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"effort\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"high\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> tools\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">[\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"get_current_date\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"description\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Get the current date and time, returned as an ISO-8601 string\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"input_schema\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"object\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"properties\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"timezone\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"string\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"description\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"IANA timezone identifier, e.g. Asia/Shanghai\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"required\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"timezone\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> tool_choice\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"auto\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> stop_sequences\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">[\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"END\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> stream\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">False\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#9CDCFE\"> metadata\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D4D4D4\">=\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"user_id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"user_20260810_001\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">},\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">)\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#DCDCAA\">print\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">(message.content)\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"},{"filename":"Sampling parameters (older models)","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"shellscript\">\u003ccode language=\"shellscript\" numberOfLines=\"22\">\u003cspan class=\"line\">\u003cspan style=\"color:#6E7781;--shiki-dark:#6A9955\"># temperature / top_p / top_k are only available on Claude 4.6 and earlier models,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#6E7781;--shiki-dark:#6A9955\"># and are unavailable when thinking is enabled; temperature and top_p cannot be passed together.\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#953800;--shiki-dark:#DCDCAA\">curl\u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -X\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> POST\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"https://api.gravitex.ai/v1/messages\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Content-Type: application/json\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -H\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"Authorization: Bearer sk-xxxxxxxxxx\"\u003c/span>\u003cspan style=\"color:#CF222E;--shiki-dark:#D7BA7D\"> \\\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\"> -d\u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> '{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"model\": \"claude-sonnet-4-5-20250929\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"max_tokens\": 1024,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"temperature\": 0.7,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"top_k\": 40,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"messages\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"role\": \"user\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"content\": [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"type\": \"text\",\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> \"text\": \"What is the date today?\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> ]\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\"> }'\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]},"response":{"type":"ResponseExample","children":[{"filename":"","html":"\u003cpre class=\"shiki shiki-themes github-light-default dark-plus\" style=\"background-color:#ffffff;--shiki-dark-bg:#0B0C0E;color:#1f2328;--shiki-dark:#D4D4D4\" language=\"json\">\u003ccode language=\"json\" numberOfLines=\"30\">\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">{\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"msg_01XFDUDYJgAACzvnptvVoYEL\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"message\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"role\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"assistant\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"content\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: [\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"thinking\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"thinking\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"The user is asking for the current date. I need to call the get_current_date tool to get the exact time.\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"signature\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"EqQBCgIYAhIM1gbc...\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> },\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"type\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"tool_use\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"id\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"toolu_01A09q90qw90lq917835lq9\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"name\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"get_current_date\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"input\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"timezone\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Asia/Shanghai\"\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> ],\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"model\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"claude-opus-5-5\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"stop_reason\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"tool_use\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"stop_sequence\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#569CD6\">null\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"usage\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"input_tokens\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">486\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"output_tokens\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">142\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"output_tokens_details\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: {\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"thinking_tokens\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0550AE;--shiki-dark:#B5CEA8\">87\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\"> }\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">}\u003c/span>\u003c/span>\n\u003c/code>\u003c/pre>"}],"attributes":[]}},"endpoint":{"title":"Native Claude Format","path":"/v1/messages","servers":[{"url":"https://api.gravitex.ai"}],"method":"post","request":{"security":[],"parameters":{"query":{},"header":{"Authorization":{"schema":[{"type":"string","description":"Bearer Token, e.g. `Bearer sk-xxxxxxxxxx`","required":true}]}},"cookie":{},"path":{}},"body":{"application/json":{"schemaArray":[{"type":"object","properties":{"model":[{"type":"string","description":"Claude model identifier. Supported models include: `claude-fable-5-1` - Claude Fable 5.1 (Latest, most capable, suited to the hardest reasoning and long-horizon agents) `claude-opus-5-5` - Claude Opus 5.5 (Latest Opus, complex agentic and coding work) `claude-sonnet-5-5` - Claude Sonnet 5.5 (Latest Sonnet, balance of speed and intelligence) `claude-haiku-5-5` - Claude Haiku 5.5 (Latest Haiku, fastest and lowest cost) `claude-fable-5` - Claude Fable 5 `claude-opus-5` - Claude Opus 5 `claude-sonnet-5` - Claude Sonnet 5 `claude-opus-4-8` - Claude Opus 4.8 `claude-opus-4-7` - Claude Opus 4.7 `claude-opus-4-6` - Claude Opus 4.6 `claude-sonnet-4-6` - Claude Sonnet 4.6 (Balanced performance) `claude-opus-4-5-20251101` - Claude Opus 4.5 `claude-haiku-4-5-20251001` - Claude Haiku 4.5 `claude-sonnet-4-5-20250929` - Claude Sonnet 4.5 `claude-sonnet-4-20250514` - Claude Sonnet 4 Other Claude series models Official docs: Models overview | Migration guides: Fable 5.1 · Opus 5.5 · Sonnet 5.5 · Haiku 5.5","required":true}],"messages":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"List of conversation messages. Each element contains `role` ( `user` / `assistant` ; some newer models also support `system` , see below) and `content` . `content` can be a string or an array of media content. Model support : supported by all Claude models. Mid-conversation system messages ( `role: \"system\"` ) Inserting `{\"role\": \"system\", \"content\": \"...\"}` in the middle of the `messages` array lets you append operator instructions while the conversation is in progress (for example switching modes or injecting state) without invalidating the previously cached conversation prefix . Compared with modifying the top-level `system` , this approach is more cache-friendly and harder to exploit via prompt injection. It is generally available and needs no beta header. Officially supported platforms are the Claude API, Amazon Bedrock, and Google Cloud. Official docs: Mid-conversation system messages Model Support `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` , `claude-haiku-5-5` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` ✅ Supported `claude-sonnet-5` , `claude-opus-4-7` and earlier models ❌ Returns 400 : `role 'system' is not supported on this model` Placement rules (violating them on a supported model also returns 400 ): It cannot be `messages[0]` ; It must immediately follow a `user` message (or an `assistant` message that ends with a server-side tool call); It must be the last item in the array, or be immediately followed by an `assistant` message; It cannot be inserted between an `assistant` `tool_use` and its corresponding `tool_result` (in an agent loop, place it after the `user` message that carries the `tool_result` ).","required":true}],"max_tokens":[{"type":"number","description":"Maximum number of tokens to generate, which controls reply length. Must be greater than 0. Thinking tokens also count toward this limit , so reserve enough headroom when thinking is enabled, otherwise the reply may be truncated with `stop_reason: \"max_tokens\"` . Model support (the per-request output limit differs by model) Model Max output tokens `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` , `claude-haiku-5-5` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` , `claude-opus-4-6` , `claude-sonnet-4-6` 128K `claude-opus-4-5-20251101` , `claude-sonnet-4-5-20250929` , `claude-haiku-4-5-20251001` 64K Other legacy models See the Model Marketplace","required":true}],"system":[{"type":"object","properties":{},"description":"System prompt, can be a string or an array of media content. Used to set the model’s behavior and role. Model support : supported by all Claude models, no differences."}],"temperature":[{"type":"number","description":"Randomness control, 0-1. Higher values make replies more random. Model support Model Support `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` , `claude-haiku-5-5` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` ❌ Not supported . Passing a non-default value returns 400 (regardless of whether thinking is enabled). Remove the parameter and use the system prompt to steer style instead `claude-opus-4-6` , `claude-sonnet-4-6` , `claude-opus-4-5-*` , `claude-sonnet-4-5-*` , `claude-haiku-4-5-*` , `claude-sonnet-4-*` ✅ Supported; but unavailable when thinking is enabled (incompatible with thinking)"}],"top_p":[{"type":"number","description":"Nucleus sampling parameter, 0-1, controls generation diversity. Model support Model Support `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` , `claude-haiku-5-5` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` ❌ Not supported ; passing a non-default value returns 400 (the default for `claude-haiku-5-5` is `0.99` , so passing `1` also errors) `claude-opus-4-6` , `claude-sonnet-4-6` , `claude-opus-4-5-*` , `claude-sonnet-4-5-*` , `claude-haiku-4-5-*` , `claude-sonnet-4-*` ✅ Supported; when thinking is enabled the value must be between 0.95 and 1"}],"top_k":[{"type":"number","description":"Top-K sampling parameter. Model support Model Support `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` , `claude-haiku-5-5` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` ❌ Not supported ; passing a non-default value returns 400 ( `claude-haiku-5-5` errors on any value) `claude-opus-4-6` , `claude-sonnet-4-6` , `claude-opus-4-5-*` , `claude-sonnet-4-5-*` , `claude-haiku-4-5-*` , `claude-sonnet-4-*` ✅ Supported; but unavailable when thinking is enabled (incompatible with thinking)"}],"stream":[{"type":"boolean","description":"Whether to enable streaming output, which returns data chunks in SSE format. Model support : supported by all Claude models, no differences."}],"stop_sequences":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"List of stop sequences. Generation stops when the model produces one of these sequences, and the response’s `stop_reason` is then `stop_sequence` . Model support : supported by all Claude models, no differences."}],"tools":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"List of tool definitions, supports function tools and web search tools. Model support : supported by all Claude models, no differences (the available server-side tool types vary by model generation)."}],"tool_choice":[{"type":"object","properties":{},"description":"Tool selection strategy, controls how the model uses tools. Options are `auto` (default), `none` , `any` , `tool` . Model support Model Support `claude-fable-5-1` , `claude-opus-5-5` , `claude-sonnet-5-5` ⚠️ Only `auto` and `none` are supported . Passing `any` or `tool` always returns 400 ( `tool_choice: type \"tool\" and \"any\" are not supported for this model.` ), regardless of whether thinking is enabled; the Batches and count_tokens endpoints reject them as well `claude-haiku-5-5` ✅ All four values are supported; but with forced calls ( `any` / `tool` ) the model skips thinking and outputs the tool call directly Other adaptive thinking models ( `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` , `claude-opus-4-6` , `claude-sonnet-4-6` ) ✅ All four values are supported, and forced tool calls are compatible with thinking Models that only support extended thinking ( `claude-opus-4-5-*` , `claude-sonnet-4-5-*` , `claude-haiku-4-5-*` , `claude-sonnet-4-*` ) ⚠️ With thinking enabled , only `auto` and `none` are supported; passing `any` or `tool` raises an error"}],"thinking":[{"type":"object","properties":{},"description":"Extended thinking configuration, enables Claude’s deep reasoning capability. Model support (the parameter with the most variation across generations; see the table below) Model Supported thinking modes When `thinking` is omitted Values that return 400 `claude-fable-5-1` Adaptive only Always on `enabled` , `disabled` , `between_tools` `claude-opus-5-5` Adaptive only Always on `enabled` , `between_tools` ; `disabled` returns 400 at every effort level `claude-sonnet-5-5` Adaptive + `between_tools` (lowest tier) On by default `enabled` , `disabled` ; `between_tools` with `xhigh` / `max` returns 400 `claude-haiku-5-5` Adaptive only On by default `enabled` , `between_tools` ; `disabled` is only available when `effort` ≤ `high` `claude-fable-5` Adaptive only Always on `enabled` , `disabled` `claude-opus-5` Adaptive only On by default `enabled` ; `disabled` is only available when `effort` ≤ `high` , and returns 400 with `xhigh` / `max` `claude-sonnet-5` Adaptive only On by default `enabled` `claude-opus-4-8` Adaptive only Off `enabled` `claude-opus-4-7` Adaptive only Off `enabled` `claude-opus-4-6` Adaptive + extended (deprecated) Off None `claude-sonnet-4-6` Adaptive + extended (deprecated) Off None `claude-opus-4-5-20251101` Extended only Off `adaptive` `claude-sonnet-4-5-20250929` Extended only Off `adaptive` `claude-haiku-4-5-20251001` Extended only Off `adaptive` `claude-sonnet-4-20250514` Extended only Off `adaptive` Sub-field Type Description `type` enum `\"adaptive\"` : adaptive thinking, where the model decides when and how deeply to think; `\"disabled\"` : turn thinking off; `\"between_tools\"` : supported only on `claude-sonnet-5-5` , the lowest thinking tier for that model, used in place of the disabled `disabled` (see below); `\"enabled\"` : manually set a thinking budget, only for Claude 4.5 and earlier models, used together with `budget_tokens` `display` enum `\"summarized\"` : return a summary of the thinking process; `\"omitted\"` : do not return thinking content. Thinking still happens and costs the same; `omitted` only hides it, and the benefit is that the reply text appears sooner when streaming. `\"updates\"` (Beta): hide the reasoning and return only the short progress notes the model writes between tool calls; supported on `claude-fable-5-1` , `claude-fable-5` , `claude-opus-5-5` , `claude-sonnet-5-5` , and requires the request header `anthropic-beta: thinking-display-updates-2026-08-18` . `display` cannot be combined with `type: \"disabled\"` or `\"between_tools\"` `budget_tokens` number Only used with `type: \"enabled\"` (Claude 4.5 and earlier models). Minimum 1024, and must be less than `max_tokens` ; Claude 4.7 and later models do not support this form The default for `display` varies by model : Claude Fable 5.1, Fable 5, Opus 5.5, Opus 5, Sonnet 5.5, Sonnet 5, Haiku 5.5, Opus 4.8 and Opus 4.7 default to `\"omitted\"` ; Claude Opus 4.6, Sonnet 4.6 and earlier models default to `\"summarized\"` . To show the thinking process to users on the former group, you must explicitly set `\"display\": \"summarized\"` , otherwise the thinking content comes back as an empty string."}],"thinking.type = between_tools":[{"type":"object","properties":{},"description":"Exclusive to Claude Sonnet 5.5 . On `claude-sonnet-5-5` , `{\"type\": \"disabled\"}` returns 400; to turn thinking off, use `{\"type\": \"between_tools\"}` instead. This is the model’s lowest thinking tier : the model does no extended thinking, and the short progress notes it writes between tool calls are returned as `thinking` blocks with summary text (unlike `adaptive` , which returns empty content by default). No beta header is required. Usage restrictions (violating any one returns 400 `invalid_request_error` ): Restriction Error on violation `thinking` may contain only the `type` field ; it cannot include `display` , `budget_tokens` or `block_binding` 400 `output_config.effort` may only be `high` or below `output_config.effort 'xhigh' is not supported when thinking is disabled on this model. Use effort 'high' or below, or enable thinking.` Effort cannot be changed per message mid-conversation `messages.N: output_config.effort 'low' differs from the 'high' in effect before it; ...` Only usable with `claude-sonnet-5-5` ; other models (including Sonnet 5, Opus 5.5 and Fable 5.1) do not support it `\"thinking.type.between_tools\" is not supported for this model.`"}],"output_config":[{"type":"object","properties":{},"description":"Output configuration, used to control the model’s reasoning depth and token spend. Sub-field Type Description `effort` enum Reasoning effort: `\"low\"` / `\"medium\"` / `\"high\"` / `\"xhigh\"` / `\"max\"` . The default is `\"high\"` for most models; `claude-opus-5-5` and `claude-haiku-5-5` default to `\"medium\"` . Higher levels generally produce more accurate, more thorough answers but take longer and consume more tokens; try `\"xhigh\"` or `\"max\"` for coding and agentic work This parameter affects all tokens in the response (reply text, tool calls, and thinking), so it takes effect even without thinking enabled. Model support Model Available levels `claude-opus-5-5` , `claude-haiku-5-5` All five levels, default `medium` (one level lower than the previous generation; set it explicitly when you need deep reasoning) `claude-sonnet-5-5` All five levels, default `high` ; levels have been recalibrated , so the same level produces a different amount of thinking than on Sonnet 5; retest after migrating (Anthropic recommends starting at `medium` for agentic coding and `low` for chat) `claude-fable-5-1` , `claude-fable-5` , `claude-opus-5` , `claude-opus-4-8` , `claude-opus-4-7` , `claude-sonnet-5` `low` / `medium` / `high` / `xhigh` / `max` (all five levels), default `high` `claude-opus-4-6` , `claude-sonnet-4-6` `low` / `medium` / `high` / `max` ( `xhigh` not supported ) `claude-opus-4-5-20251101` `low` / `medium` / `high` (the only extended-thinking-only model that supports effort; used together with `budget_tokens` ) `claude-sonnet-4-5-20250929` , `claude-haiku-4-5-20251001` , `claude-sonnet-4-20250514` ❌ This parameter is not supported Official docs: Effort | Recommended effort levels for Sonnet 5.5 | Opus 5.5 migration guide"}],"metadata":[{"type":"object","properties":{},"description":"Request metadata for tracking and debugging. Model support : supported by all Claude models, no differences."}],"service_tier":[{"type":"string","description":"Service tier, controls which type of capacity this request may use. Options are `auto` (prefer Priority Tier capacity, falling back to standard capacity when it is insufficient) and `standard_only` (use standard capacity only). The response’s `usage.service_tier` reports the tier this request actually hit. See Service Tier ."}],"mcp_servers":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"MCP (Model Context Protocol) server configuration. Must be used together with an `mcp_toolset` entry in `tools` ; omitting either one causes a parameter validation error."}],"context_management":[{"type":"object","properties":{},"description":"Context management configuration, controls how conversation context is handled."}],"cache_control":[{"type":"object","properties":{},"description":"Enables automatic caching . Placed at the top level of the request body, the system automatically applies the cache breakpoint to the last cacheable block and moves it forward as the conversation grows, with no markers to maintain. See Prompt Caching ."}]}}],"examples":{"example":{"value":{"model":"\u003cstring>","messages":[{}],"max_tokens":123,"system":{},"temperature":123,"top_p":123,"top_k":123,"stream":true,"stop_sequences":[{}],"tools":[{}],"tool_choice":{},"thinking":{},"thinking.type = between_tools":{},"output_config":{},"metadata":{},"service_tier":"\u003cstring>","mcp_servers":[{}],"context_management":{},"cache_control":{}}}}}}},"response":{},"deprecated":false}},"jsLinks":[],"subdomain":"gravitexai","siteName":"GravitexAI Documentation","title":"Native Claude Format - GravitexAI Documentation","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{"cn":{"href":"/cn/api-reference/endpoint/messages","matchLevel":1},"en":{"href":"/en/api-reference/endpoint/messages","matchLevel":0},"ko":{"href":"/ko/api-reference/endpoint/messages","matchLevel":1}}},"lastModified":"2026-10-28T09:58:16.367Z","originalFileLocation":"en/api-reference/endpoint/messages.mdx","locale":"en"},"headHtml":"\u003cscript 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