{ "id": "msg_xxx", "type": "message", "role": "assistant", "content": [ { "type": "text", "text": "Artificial intelligence is a branch of computer science that focuses on creating intelligent machines capable of performing tasks that typically require human intelligence..." } ], "model": "claude-sonnet-4-5-20250929", "stop_reason": "end_turn", "stop_sequence": null, "usage": { "input_tokens": 25, "output_tokens": 100 }}
Introduction
Claude’s native message API, suitable for native Anthropic clients like Claude Code. This API follows Anthropic’s specification and provides full Claude model capabilities, including Extended Thinking, tool calling, and other advanced features.
If you’re using an OpenAI-compatible client (like OpenAI SDK), we recommend using the /v1/chat/completions endpoint instead.
Authentication
string
required
Bearer Token, e.g., Bearer sk-xxxxxxxxxx
Request Parameters
string
required
Claude model identifier, supported models include:
claude-fable-5 - Claude Fable 5 (Latest, most capable)
claude-opus-5 - Claude Opus 5 (Latest, complex agentic and coding work)
claude-sonnet-5 - Claude Sonnet 5 (Best balance of speed and intelligence)
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 (Fastest)
claude-sonnet-4-5-20250929 - Claude Sonnet 4.5
claude-sonnet-4-20250514 - Claude Sonnet 4
Other Claude series models
array
required
List of conversation messages, each containing role (user/assistant) and content. content can be a string or an array of media content.
number
required
Maximum number of tokens to generate. Must be greater than 0.
string|array
System prompt, can be a string or an array of media content. Used to set the model’s behavior and role.
number
default:"1.0"
Randomness control, 0-1. Higher values make responses more random. Recommended to set to 1.0 when using extended thinking.
number
default:"1.0"
Nucleus sampling parameter, 0-1, controls generation diversity. Recommended to set to 0 when using extended thinking.
number
Top-K sampling parameter, only supported by some models.
boolean
default:"false"
Whether to enable streaming output, returns SSE format data chunks. Recommended to enable when using extended thinking.
array
List of stop sequences. Generation stops when the model produces these sequences.
array
Tool definitions list, supports function tools and web search tools.
object
Tool selection strategy, controls how the model uses tools.
object
Extended thinking configuration, enables Claude’s deep reasoning capability.
Sub-field
Type
Description
type
enum
"adaptive": adaptive thinking — the model decides when and how deeply to think; "disabled": turn thinking off. Claude 4.5 and earlier models use "enabled" 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 streaming reaches the reply text sooner. Cannot be combined with type: "disabled"
budget_tokens
number
Only used with type: "enabled" (Claude 4.5 and earlier). Minimum 1024, and must be less than max_tokens; Claude 4.7 and newer models do not support this form
{"type": "adaptive"} // adaptive thinking{"type": "adaptive", "display": "summarized"} // adaptive thinking, return a thinking summary{"type": "disabled"} // thinking off
The default for display varies by model: Claude Fable 5, Opus 5, Sonnet 5, Opus 4.8 and Opus 4.7 default to "omitted"; Claude Opus 4.6, Sonnet 4.6 and earlier default to "summarized". To show the thinking process to users on the former, you must explicitly set"display": "summarized", otherwise the thinking content comes back empty.
object
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", defaults to "high". 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, identical to omitting the parameter{"effort": "xhigh"} // coding / agentic long-horizon tasks
This parameter affects all tokens in the response (reply text, tool calls, and thinking), so it takes effect even without thinking enabled.Level availability varies by model: "xhigh" is only supported on Claude Fable 5, Opus 5, Opus 4.8, Opus 4.7 and Sonnet 5; Claude Sonnet 4.5 and earlier models do not support this parameter at all.
On Claude Opus 5, thinking cannot be disabled at "xhigh" or "max" effort — combining those levels with "thinking": {"type": "disabled"} returns a 400 error. To disable thinking, set effort to "high" or lower.
object
Request metadata for tracking and debugging.
array
MCP (Model Context Protocol) server configuration.
object
Context management configuration, controls how conversation context is handled.
Prompt Caching
Prompt Caching allows you to cache frequently used context content, significantly reducing costs and improving response speed. Supports using the cache_control parameter in system and messages.
Cache Control Parameters
cache_control is not a top-level request parameter and cannot be placed at the root of the request body. It is a field marked on content blocks, and may only appear inside system array elements or content array elements in messages.
Fields:
Field
Description
type
Cache type, always "ephemeral"
ttl
Cache lifetime, optional. Omit for a 5-minute cache (default, most cost-effective); set to "1h" for a 1-hour cache (suitable for long-term stable context, but writes cost more)
Cache Breakpoints: Up to 4 content blocks can be marked per request. Each breakpoint writes its own cache entry covering the entire prefix from the beginning up to and including that block
Cache Hits: The system compares the prefix at your breakpoint; if there is no match it walks backward one block at a time, with a lookback window of up to 20 content blocks. Cache entries outside that window will not be hit — add an earlier breakpoint in that case
Cache Threshold: Content shorter than the model’s minimum cacheable length is not cached (no error is returned; it is simply processed as regular input). See the per-model table below
Cache Duration: 5 minutes (default) or 1 hour
Cost: Cache reads are 10% of the regular input price (90% cheaper); cache writes carry a premium — 1.25x for the 5-minute cache and 2x for the 1-hour cache
Minimum Cacheable Length by Model
Model
Minimum Cacheable Length
Claude Fable 5, Claude Opus 5
512 tokens
Claude Opus 4.8, Claude Sonnet 5, Claude Sonnet 4.6, Claude Sonnet 4.5
1,024 tokens
Claude Opus 4.7
2,048 tokens
Claude Opus 4.6, Claude Opus 4.5, Claude Haiku 4.5
4,096 tokens
Use Cases
Long Document Analysis: Cache large documents in system, ask multiple questions
Codebase Understanding: Cache code context for multi-turn code analysis
Knowledge Base Q&A: Cache knowledge base content for fast queries
Multi-turn Conversations: Cache conversation history to maintain context coherence
{ "id": "msg_xxx", "type": "message", "role": "assistant", "content": [ { "type": "text", "text": "Artificial intelligence is a branch of computer science that focuses on creating intelligent machines capable of performing tasks that typically require human intelligence..." } ], "model": "claude-sonnet-4-5-20250929", "stop_reason": "end_turn", "stop_sequence": null, "usage": { "input_tokens": 25, "output_tokens": 100 }}
Advanced Features
System Prompt
System prompts can be set as a string or an array of media content:
String Format
Array Format
curl -X POST "https://api.tennda.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "system": "You are a helpful assistant that excels at answering questions.", "messages": [ {"role": "user", "content": "What is machine learning?"} ] }'
curl -X POST "https://api.tennda.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "system": [ {"type": "text", "text": "You are a helpful assistant that excels at answering questions."} ], "messages": [ {"role": "user", "content": "What is machine learning?"} ] }'
Extended Thinking
Claude supports extended thinking, allowing the model to perform deep reasoning. When enabled, the model will think internally before generating the final answer.
Basic Usage
Python Example
curl -X POST "https://api.tennda.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 4096, "temperature": 1.0, "top_p": 0, "stream": true, "messages": [ {"role": "user", "content": "Give a medium difficulty geometry problem and solve it step by step"} ] }'
from anthropic import Anthropicclient = Anthropic( api_key="sk-xxxxxxxxxx", base_url="https://api.tennda.ai")with client.messages.stream( model="claude-sonnet-4-5-20250929", max_tokens=4096, thinking={ "type": "enabled", "budget_tokens": 4096 }, temperature=1.0, top_p=0, messages=[ {"role": "user", "content": "Give a medium difficulty geometry problem and solve it step by step"} ]) as stream: for event in stream: if event.type == "content_block_delta": if hasattr(event.delta, "thinking"): # Thinking process print(f"[Thinking] {event.delta.thinking}", end="") elif hasattr(event.delta, "text"): # Final answer print(event.delta.text, end="")
budget_tokens must be greater than 1024
When using extended thinking, it’s recommended to set temperature: 1.0 and top_p: 0
Streaming output (stream: true) must be enabled to see the thinking process
Tool Calling
Supports function tools and web search tools:
Function Tools
Claude Official Web Search Tool
Complete Tool Calling Flow
curl -X POST "https://api.tennda.ai/v1/messages" \ -H "Content-Type: application/json" \ -H "Authorization: Bearer sk-xxxxxxxxxx" \ -d '{ "model": "claude-sonnet-4-5-20250929", "max_tokens": 1024, "tools": [ { "name": "get_weather", "description": "Get weather information for a city", "input_schema": { "type": "object", "properties": { "city": { "type": "string", "description": "City name" } }, "required": ["city"] } } ], "tool_choice": { "type": "auto" }, "messages": [ {"role": "user", "content": "What is the weather in Shanghai?"} ] }'
Claude supports the official web search tool web_search_20250305, which can search the web in real-time and include citation sources in responses.
Note: AWS Bedrock does not support this search tool
When using extended thinking, 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..."}}
Error Handling
The system processes upstream Claude API errors and returns standardized error response formats.
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Generation stops when the model produces these sequences.`})}),`\n`,_jsx(ParamField,{body:`tools`,type:`array`,id:`param-tools`,children:_jsx(_components.p,{children:`Tool definitions list, supports function tools and web search tools.`})}),`\n`,_jsx(ParamField,{body:`tool_choice`,type:`object`,id:`param-tool-choice`,children:_jsx(_components.p,{children:`Tool selection strategy, controls how the model uses tools.`})}),`\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(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 — the model decides when and how deeply to think; `,_jsx(_components.code,{children:`\"disabled\"`}),`: turn thinking off. Claude 4.5 and earlier models use `,_jsx(_components.code,{children:`\"enabled\"`}),` 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 streaming reaches the reply text sooner. Cannot be combined with `,_jsx(_components.code,{children:`type: \"disabled\"`})]})]}),_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). Minimum 1024, and must be less than `,_jsx(_components.code,{children:`max_tokens`}),`; Claude 4.7 and newer models do not support this form`]})]})]})]}),_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:`\"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`})]}),`\n`]})})}),_jsxs(_components.p,{children:[_jsxs(_components.strong,{children:[`The default for `,_jsx(_components.code,{children:`display`}),` varies by model`]}),`: Claude Fable 5, Opus 5, Sonnet 5, Opus 4.8 and Opus 4.7 default to `,_jsx(_components.code,{children:`\"omitted\"`}),`; Claude Opus 4.6, Sonnet 4.6 and earlier default to `,_jsx(_components.code,{children:`\"summarized\"`}),`. To show the thinking process to users on the former, you `,_jsx(_components.strong,{children:`must explicitly set`}),` `,_jsx(_components.code,{children:`\"display\": \"summarized\"`}),`, otherwise the thinking content comes back empty.`]})]}),`\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\"`}),`, defaults to `,_jsx(_components.code,{children:`\"high\"`}),`. 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:`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:`\"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, identical to omitting the parameter`})]}),`\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.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.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Level availability varies by model`}),`: `,_jsx(_components.code,{children:`\"xhigh\"`}),` is only supported on Claude Fable 5, Opus 5, Opus 4.8, Opus 4.7 and Sonnet 5; Claude Sonnet 4.5 and earlier models do not support this parameter at all.`]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`On Claude Opus 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 a 400 error. To disable thinking, set `,_jsx(_components.code,{children:`effort`}),` to `,_jsx(_components.code,{children:`\"high\"`}),` or lower.`]})})]}),`\n`,_jsx(ParamField,{body:`metadata`,type:`object`,id:`param-metadata`,children:_jsx(_components.p,{children:`Request metadata for tracking and debugging.`})}),`\n`,_jsx(ParamField,{body:`mcp_servers`,type:`array`,id:`param-mcp-servers`,children:_jsx(_components.p,{children:`MCP (Model Context Protocol) server configuration.`})}),`\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`,_jsx(Heading,{level:`2`,id:`prompt-caching`,children:`Prompt Caching`}),`\n`,_jsxs(_components.p,{children:[`Prompt Caching allows you to cache frequently used context content, significantly reducing costs and improving response speed. Supports using the `,_jsx(_components.code,{children:`cache_control`}),` parameter in `,_jsx(_components.code,{children:`system`}),` and `,_jsx(_components.code,{children:`messages`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`cache-control-parameters`,children:`Cache Control Parameters`}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`cache_control`}),` is `,_jsx(_components.strong,{children:`not a top-level request parameter`}),` and cannot be placed at the root of the request body. It is a field marked on `,_jsx(_components.strong,{children:`content blocks`}),`, and may only appear inside `,_jsx(_components.code,{children:`system`}),` array elements or `,_jsx(_components.code,{children:`content`}),` array elements in `,_jsx(_components.code,{children:`messages`}),`.`]})}),`\n`,_jsx(_components.p,{children:`Fields:`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Field`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`type`})}),_jsxs(_components.td,{children:[`Cache type, always `,_jsx(_components.code,{children:`\"ephemeral\"`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`ttl`})}),_jsxs(_components.td,{children:[`Cache lifetime, optional. Omit for a 5-minute cache (default, most cost-effective); set to `,_jsx(_components.code,{children:`\"1h\"`}),` for a 1-hour cache (suitable for long-term stable context, but writes cost more)`]})]})]})]}),`\n`,_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`]})})}),`\n`,_jsx(_components.p,{children:`Correct placement:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`23`,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:`23`,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-4-5-20250929\"`}),_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:`: [`})]}),`\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\"`}),_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:` \"text\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Long, stable context...\"`}),_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:` \"cache_control\"`}),_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:`}`})]}),`\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`,_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`,_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:` \"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:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_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:` 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empty`]}),`\n`,_jsxs(_components.li,{children:[`When using extended thinking, `,_jsx(_components.code,{children:`budget_tokens`}),` must be greater than 1024`]}),`\n`,_jsx(_components.li,{children:`Extended thinking requires streaming output to see the thinking process`}),`\n`,_jsx(_components.li,{children:`Tool calling requires multiple rounds of interaction: first round returns tool call request, second round returns tool execution result`}),`\n`,_jsx(_components.li,{children:`Image input requires base64 encoding`}),`\n`]})}),`\n`,_jsx(Tip,{children:_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Using streaming output can improve first token response time and interaction experience`}),`\n`,_jsx(_components.li,{children:`Tool calling should have proper timeout and retry mechanisms to avoid blocking model responses`}),`\n`,_jsx(_components.li,{children:`Extended thinking can significantly improve reasoning quality for complex 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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 like Claude Code. 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Claude 4.5 and earlier models use `,_jsx(_components.code,{children:`\"enabled\"`}),` 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 streaming reaches the reply text sooner. Cannot be combined with `,_jsx(_components.code,{children:`type: \"disabled\"`})]})]}),_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). Minimum 1024, and must be less than `,_jsx(_components.code,{children:`max_tokens`}),`; Claude 4.7 and newer models do not support this form`]})]})]})]}),_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:`\"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`})]}),`\n`]})})}),_jsxs(_components.p,{children:[_jsxs(_components.strong,{children:[`The default for `,_jsx(_components.code,{children:`display`}),` varies by model`]}),`: Claude Fable 5, Opus 5, Sonnet 5, Opus 4.8 and Opus 4.7 default to `,_jsx(_components.code,{children:`\"omitted\"`}),`; Claude Opus 4.6, Sonnet 4.6 and earlier default to `,_jsx(_components.code,{children:`\"summarized\"`}),`. To show the thinking process to users on the former, you `,_jsx(_components.strong,{children:`must explicitly set`}),` `,_jsx(_components.code,{children:`\"display\": \"summarized\"`}),`, otherwise the thinking content comes back empty.`]})]}),`\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\"`}),`, defaults to `,_jsx(_components.code,{children:`\"high\"`}),`. 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:`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:`\"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, identical to omitting the parameter`})]}),`\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.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.`]}),_jsxs(_components.p,{children:[_jsx(_components.strong,{children:`Level availability varies by model`}),`: `,_jsx(_components.code,{children:`\"xhigh\"`}),` is only supported on Claude Fable 5, Opus 5, Opus 4.8, Opus 4.7 and Sonnet 5; Claude Sonnet 4.5 and earlier models do not support this parameter at all.`]}),_jsx(Warning,{children:_jsxs(_components.p,{children:[`On Claude Opus 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 a 400 error. To disable thinking, set `,_jsx(_components.code,{children:`effort`}),` to `,_jsx(_components.code,{children:`\"high\"`}),` or lower.`]})})]}),`\n`,_jsx(ParamField,{body:`metadata`,type:`object`,id:`param-metadata`,children:_jsx(_components.p,{children:`Request metadata for tracking and debugging.`})}),`\n`,_jsx(ParamField,{body:`mcp_servers`,type:`array`,id:`param-mcp-servers`,children:_jsx(_components.p,{children:`MCP (Model Context Protocol) server configuration.`})}),`\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`,_jsx(Heading,{level:`2`,id:`prompt-caching`,children:`Prompt Caching`}),`\n`,_jsxs(_components.p,{children:[`Prompt Caching allows you to cache frequently used context content, significantly reducing costs and improving response speed. Supports using the `,_jsx(_components.code,{children:`cache_control`}),` parameter in `,_jsx(_components.code,{children:`system`}),` and `,_jsx(_components.code,{children:`messages`}),`.`]}),`\n`,_jsx(Heading,{level:`3`,id:`cache-control-parameters`,children:`Cache Control Parameters`}),`\n`,_jsx(Warning,{children:_jsxs(_components.p,{children:[_jsx(_components.code,{children:`cache_control`}),` is `,_jsx(_components.strong,{children:`not a top-level request parameter`}),` and cannot be placed at the root of the request body. It is a field marked on `,_jsx(_components.strong,{children:`content blocks`}),`, and may only appear inside `,_jsx(_components.code,{children:`system`}),` array elements or `,_jsx(_components.code,{children:`content`}),` array elements in `,_jsx(_components.code,{children:`messages`}),`.`]})}),`\n`,_jsx(_components.p,{children:`Fields:`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Field`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`type`})}),_jsxs(_components.td,{children:[`Cache type, always `,_jsx(_components.code,{children:`\"ephemeral\"`})]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`ttl`})}),_jsxs(_components.td,{children:[`Cache lifetime, optional. Omit for a 5-minute cache (default, most cost-effective); set to `,_jsx(_components.code,{children:`\"1h\"`}),` for a 1-hour cache (suitable for long-term stable context, but writes cost more)`]})]})]})]}),`\n`,_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`]})})}),`\n`,_jsx(_components.p,{children:`Correct placement:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`23`,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:`23`,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-4-5-20250929\"`}),_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:`: [`})]}),`\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\"`}),_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:` \"text\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Long, stable context...\"`}),_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:` \"cache_control\"`}),_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:`}`})]}),`\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`,_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`,_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:` \"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:`,`})]}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:` \"content\"`}),_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\"`}),_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:` \"text\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Long document to cache...\"`}),_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:` \"cache_control\"`}),_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:`}`})]}),`\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`,_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:`caching-mechanism`,children:`Caching Mechanism`}),`\n`,_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.strong,{children:`Cache Breakpoints`}),`: Up to `,_jsx(_components.strong,{children:`4 content blocks`}),` can be marked per request. 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message_stop`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`data: {`}),_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:`\"message_stop\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}`})]}),`\n`]})})}),_jsxs(_components.p,{children:[`When using extended thinking, `,_jsx(_components.code,{children:`content_block_delta`}),` may contain a `,_jsx(_components.code,{children:`thinking`}),` field:`]}),_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:[_jsx(_components.span,{className:`line`,children:_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`event: content_block_delta`})}),`\n`,_jsxs(_components.span,{className:`line`,children:[_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`data: {`}),_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:`\"content_block_delta\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"index\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`:`}),_jsx(_components.span,{style:{color:`#0550AE`,\"--shiki-dark\":`#B5CEA8`},children:`0`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`,`}),_jsx(_components.span,{style:{color:`#116329`,\"--shiki-dark\":`#9CDCFE`},children:`\"delta\"`}),_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:`\"thinking_delta\"`}),_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:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"Let me think about this problem...\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`}}`})]}),`\n`]})})})]})]}),`\n`,_jsx(Heading,{level:`2`,id:`error-handling`,children:`Error Handling`}),`\n`,_jsx(_components.p,{children:`The system processes upstream Claude API errors and returns standardized error response formats.`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Error Type`}),_jsx(_components.th,{children:`HTTP Status Code`}),_jsx(_components.th,{children:`Description`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`invalid_request`})}),_jsx(_components.td,{\"data-numeric\":`true`,children:`400`}),_jsx(_components.td,{children:`Request parameter error (e.g., missing required fields)`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`authentication_error`})}),_jsx(_components.td,{\"data-numeric\":`true`,children:`401`}),_jsx(_components.td,{children:`Invalid or unauthorized API key`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`rate_limit_error`})}),_jsx(_components.td,{\"data-numeric\":`true`,children:`429`}),_jsx(_components.td,{children:`Request rate limit exceeded`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`upstream_error`})}),_jsx(_components.td,{\"data-numeric\":`true`,children:`500`}),_jsx(_components.td,{children:`Upstream service error`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:_jsx(_components.code,{children:`tennda_api_error`})}),_jsx(_components.td,{\"data-numeric\":`true`,children:`500`}),_jsx(_components.td,{children:`System internal error`})]})]})]}),`\n`,_jsx(_components.p,{children:`Error response example:`}),`\n`,_jsx(CodeBlock,{filename:``,numberOfLines:`6`,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:`6`,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:` \"error\"`}),_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:`\"invalid_request\"`}),_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:` \"message\"`}),_jsx(_components.span,{style:{color:`#1F2328`,\"--shiki-dark\":`#D4D4D4`},children:`: `}),_jsx(_components.span,{style:{color:`#0A3069`,\"--shiki-dark\":`#CE9178`},children:`\"field messages is required\"`})]}),`\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:`2`,id:`comparison-with-/v1/chat/completions`,children:`Comparison with /v1/chat/completions`}),`\n`,_jsxs(Table,{children:[_jsx(_components.thead,{children:_jsxs(_components.tr,{children:[_jsx(_components.th,{children:`Feature`}),_jsx(_components.th,{children:`/v1/messages`}),_jsx(_components.th,{children:`/v1/chat/completions`})]})}),_jsxs(_components.tbody,{children:[_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Authentication`}),_jsx(_components.td,{children:_jsx(_components.code,{children:`Authorization: Bearer`})}),_jsx(_components.td,{children:_jsx(_components.code,{children:`Authorization: Bearer`})})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Response Format`}),_jsx(_components.td,{children:`Anthropic native format`}),_jsx(_components.td,{children:`OpenAI compatible format`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Extended Thinking`}),_jsxs(_components.td,{children:[`Native `,_jsx(_components.code,{children:`thinking`}),` parameter`]}),_jsxs(_components.td,{children:[`Via `,_jsx(_components.code,{children:`reasoning_effort`}),` or `,_jsx(_components.code,{children:`reasoning`}),` parameter`]})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Tool Calling`}),_jsxs(_components.td,{children:[`Native `,_jsx(_components.code,{children:`tools`}),` and `,_jsx(_components.code,{children:`tool_choice`})]}),_jsx(_components.td,{children:`OpenAI compatible format`})]}),_jsxs(_components.tr,{children:[_jsx(_components.td,{children:`Suitable Clients`}),_jsx(_components.td,{children:`Anthropic SDK, Claude Code`}),_jsx(_components.td,{children:`OpenAI SDK, compatible clients`})]})]})]}),`\n`,_jsx(Tip,{children:_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[`If you’re using Claude Code or other Anthropic native clients, we recommend using the `,_jsx(_components.code,{children:`/v1/messages`}),` endpoint`]}),`\n`,_jsxs(_components.li,{children:[`If you’re using OpenAI SDK or need OpenAI format compatibility, we recommend using the `,_jsx(_components.code,{children:`/v1/chat/completions`}),` endpoint`]}),`\n`,_jsx(_components.li,{children:`Both endpoints have essentially the same functionality, the main difference is in request/response format`}),`\n`]})}),`\n`,_jsx(Heading,{level:`2`,id:`notes`,children:`Notes`}),`\n`,_jsx(Note,{children:_jsxs(_components.ul,{children:[`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`max_tokens`}),` is a required parameter and must be greater than 0`]}),`\n`,_jsxs(_components.li,{children:[_jsx(_components.code,{children:`messages`}),` array cannot be empty`]}),`\n`,_jsxs(_components.li,{children:[`When using extended thinking, `,_jsx(_components.code,{children:`budget_tokens`}),` must be greater than 1024`]}),`\n`,_jsx(_components.li,{children:`Extended thinking requires streaming output to see the thinking process`}),`\n`,_jsx(_components.li,{children:`Tool calling requires multiple rounds of interaction: first round returns tool call request, second round returns tool execution result`}),`\n`,_jsx(_components.li,{children:`Image input requires base64 encoding`}),`\n`]})}),`\n`,_jsx(Tip,{children:_jsxs(_components.ul,{children:[`\n`,_jsx(_components.li,{children:`Using streaming output can improve first token response time and interaction experience`}),`\n`,_jsx(_components.li,{children:`Tool calling should have proper timeout and retry mechanisms to avoid blocking model responses`}),`\n`,_jsx(_components.li,{children:`Extended thinking can significantly improve reasoning quality for 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 OpenAI compatible chat endpoint documentation`})}),_jsx(Card,{title:`Model List`,icon:`list`,href:`/en/api-reference/models`,children:_jsx(_components.p,{children:`View all supported model information`})})]})]})}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.tennda.ai/v1/messages","description":null,"href":"/en/api-reference/endpoint/messages"}}}},"mdxExtracts":{"tableOfContents":[{"title":"Introduction","slug":"introduction","depth":2,"children":[]},{"title":"Authentication","slug":"authentication","depth":2,"children":[]},{"title":"Request Parameters","slug":"request-parameters","depth":2,"children":[]},{"title":"Prompt Caching","slug":"prompt-caching","depth":2,"children":[{"title":"Cache Control Parameters","slug":"cache-control-parameters","depth":3,"children":[]},{"title":"Caching Mechanism","slug":"caching-mechanism","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 Prompt","slug":"system-prompt","depth":3,"children":[]},{"title":"Extended Thinking","slug":"extended-thinking","depth":3,"children":[]},{"title":"Tool Calling","slug":"tool-calling","depth":3,"children":[]},{"title":"tool_choice Parameter Details","slug":"tool_choice-parameter-details","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":{"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=\"18\">\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_xxx\"\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\">\"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">,\u003c/span>\u003c/span>\n\u003cspan class=\"line\">\u003cspan style=\"color:#116329;--shiki-dark:#9CDCFE\"> \"text\"\u003c/span>\u003cspan style=\"color:#1F2328;--shiki-dark:#D4D4D4\">: \u003c/span>\u003cspan style=\"color:#0A3069;--shiki-dark:#CE9178\">\"Artificial intelligence is a branch of computer science that focuses on creating intelligent machines capable of performing tasks that typically require human intelligence...\"\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-sonnet-4-5-20250929\"\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\">\"end_turn\"\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\">25\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\">100\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.tennda.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` - Claude Fable 5 (Latest, most capable) `claude-opus-5` - Claude Opus 5 (Latest, complex agentic and coding work) `claude-sonnet-5` - Claude Sonnet 5 (Best balance of speed and intelligence) `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 (Fastest) `claude-sonnet-4-5-20250929` - Claude Sonnet 4.5 `claude-sonnet-4-20250514` - Claude Sonnet 4 Other Claude series models","required":true}],"messages":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"List of conversation messages, each containing `role` (user/assistant) and `content` . `content` can be a string or an array of media content.","required":true}],"max_tokens":[{"type":"number","description":"Maximum number of tokens to generate. Must be greater than 0.","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."}],"temperature":[{"type":"number","description":"Randomness control, 0-1. Higher values make responses more random. Recommended to set to 1.0 when using extended thinking."}],"top_p":[{"type":"number","description":"Nucleus sampling parameter, 0-1, controls generation diversity. Recommended to set to 0 when using extended thinking."}],"top_k":[{"type":"number","description":"Top-K sampling parameter, only supported by some models."}],"stream":[{"type":"boolean","description":"Whether to enable streaming output, returns SSE format data chunks. Recommended to enable when using extended thinking."}],"stop_sequences":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"List of stop sequences. Generation stops when the model produces these sequences."}],"tools":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"Tool definitions list, supports function tools and web search tools."}],"tool_choice":[{"type":"object","properties":{},"description":"Tool selection strategy, controls how the model uses tools."}],"thinking":[{"type":"object","properties":{},"description":"Extended thinking configuration, enables Claude’s deep reasoning capability. Sub-field Type Description `type` enum `\"adaptive\"` : adaptive thinking — the model decides when and how deeply to think; `\"disabled\"` : turn thinking off. Claude 4.5 and earlier models use `\"enabled\"` 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 streaming reaches the reply text sooner. Cannot be combined with `type: \"disabled\"` `budget_tokens` number Only used with `type: \"enabled\"` (Claude 4.5 and earlier). Minimum 1024, and must be less than `max_tokens` ; Claude 4.7 and newer models do not support this form The default for `display` varies by model : Claude Fable 5, Opus 5, Sonnet 5, Opus 4.8 and Opus 4.7 default to `\"omitted\"` ; Claude Opus 4.6, Sonnet 4.6 and earlier default to `\"summarized\"` . To show the thinking process to users on the former, you must explicitly set `\"display\": \"summarized\"` , otherwise the thinking content comes back empty."}],"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\"` , defaults to `\"high\"` . 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. Level availability varies by model : `\"xhigh\"` is only supported on Claude Fable 5, Opus 5, Opus 4.8, Opus 4.7 and Sonnet 5; Claude Sonnet 4.5 and earlier models do not support this parameter at all."}],"metadata":[{"type":"object","properties":{},"description":"Request metadata for tracking and debugging."}],"mcp_servers":[{"type":"array","items":[{"type":"object","properties":{}}],"description":"MCP (Model Context Protocol) server configuration."}],"context_management":[{"type":"object","properties":{},"description":"Context management configuration, controls how conversation context is handled."}]}}],"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":{},"output_config":{},"metadata":{},"mcp_servers":[{}],"context_management":{}}}}}}},"response":{},"deprecated":false}},"jsLinks":[],"subdomain":"tennda","siteName":"TenndaAI Documentation","title":"Native Claude Format - TenndaAI Documentation","navMaps":{"firstHrefInVersion":{},"firstHrefInLanguage":{"cn":{"href":"/cn/api-reference/endpoint/messages","matchLevel":1},"en":{"href":"/en/api-reference/endpoint/messages","matchLevel":0}}},"lastModified":"2026-08-07T05:17:13.033Z","originalFileLocation":"en/api-reference/endpoint/messages.mdx","locale":"en"},"headHtml":"\u003cscript data-mint-head>(function(){var d=document.documentElement,p=null;if(!p){try{p=localStorage.getItem(\"isDarkMode\")}catch(e){}if(p==='true')p='dark';else 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