From f1f9059adf122fe3ce0b60997ca9019e32e3facb Mon Sep 17 00:00:00 2001 From: Ken Jiang Date: Tue, 31 Mar 2026 16:09:42 -0400 Subject: [PATCH 1/4] add paralell tool calls test case --- payloads/cases/advanced.ts | 354 +++ .../transforms-streaming.test.ts.snap | 177 ++ .../__snapshots__/transforms.test.ts.snap | 460 +++ .../anthropic/followup-request.json | 80 + .../followup-response-streaming.json | 622 ++++ .../anthropic/followup-response.json | 26 + .../anthropic/request.json | 67 + .../anthropic/response-streaming.json | 126 + .../anthropic/response.json | 26 + .../bedrock-anthropic/followup-request.json | 80 + .../followup-response-streaming.json | 487 +++ .../bedrock-anthropic/followup-response.json | 24 + .../bedrock-anthropic/request.json | 67 + .../bedrock-anthropic/response-streaming.json | 175 ++ .../bedrock-anthropic/response.json | 24 + .../chat-completions/followup-request.json | 72 + .../followup-response-streaming.json | 2288 ++++++++++++++ .../chat-completions/followup-response.json | 35 + .../chat-completions/request.json | 62 + .../chat-completions/response-streaming.json | 650 ++++ .../chat-completions/response.json | 35 + .../google/followup-request.json | 92 + .../google/followup-response-streaming.json | 57 + .../google/followup-response.json | 31 + .../google/request.json | 76 + .../google/response-streaming.json | 87 + .../google/response.json | 29 + .../responses/followup-request.json | 74 + .../followup-response-streaming.json | 2706 +++++++++++++++++ .../responses/followup-response.json | 96 + .../responses/request.json | 51 + .../responses/response-streaming.json | 666 ++++ .../responses/response.json | 96 + .../parallelToolCallsRequest.json | 4 + .../parallelToolCallsRequest.json | 97 + .../parallelToolCallsRequest-streaming.json | 102 + .../parallelToolCallsRequest.json | 26 + .../parallelToolCallsRequest.json | 4 + .../parallelToolCallsRequest.json | 26 + payloads/transforms/transform_errors.json | 6 + 40 files changed, 10263 insertions(+) create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/followup-request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/followup-response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/followup-response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/anthropic/response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/followup-request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/followup-response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/followup-response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/chat-completions/response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/followup-request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/followup-response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/followup-response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/google/response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/followup-request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/followup-response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/followup-response.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/request.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/response-streaming.json create mode 100644 payloads/snapshots/parallelToolCallsRequest/responses/response.json create mode 100644 payloads/transforms/anthropic_to_chat-completions/parallelToolCallsRequest.json create mode 100644 payloads/transforms/anthropic_to_responses/parallelToolCallsRequest.json create mode 100644 payloads/transforms/chat-completions_to_anthropic/parallelToolCallsRequest-streaming.json create mode 100644 payloads/transforms/chat-completions_to_anthropic/parallelToolCallsRequest.json create mode 100644 payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json create mode 100644 payloads/transforms/responses_to_anthropic/parallelToolCallsRequest.json diff --git a/payloads/cases/advanced.ts b/payloads/cases/advanced.ts index 09a07425..5938f8c3 100644 --- a/payloads/cases/advanced.ts +++ b/payloads/cases/advanced.ts @@ -458,6 +458,360 @@ export const advancedCases: TestCaseCollection = { }, }, + parallelToolCallsRequest: { + "chat-completions": { + model: OPENAI_CHAT_COMPLETIONS_MODEL, + messages: [ + { + role: "user", + content: "What's the weather in San Francisco and New York?", + }, + { + role: "assistant", + content: null, + tool_calls: [ + { + id: "call_sf", + type: "function", + function: { + name: "get_weather", + arguments: '{"location":"San Francisco, CA"}', + }, + }, + { + id: "call_nyc", + type: "function", + function: { + name: "get_weather", + arguments: '{"location":"New York, NY"}', + }, + }, + ], + }, + { + role: "tool", + tool_call_id: "call_sf", + content: "65°F and sunny.", + }, + { + role: "tool", + tool_call_id: "call_nyc", + content: "45°F and cloudy.", + }, + ], + tools: [ + { + type: "function", + function: { + name: "get_weather", + description: "Get the current weather for a location", + parameters: { + type: "object", + properties: { + location: { + type: "string", + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + }, + }, + ], + }, + anthropic: { + model: ANTHROPIC_MODEL, + max_tokens: 1024, + messages: [ + { + role: "user", + content: "What's the weather in San Francisco and New York?", + }, + { + role: "assistant", + content: [ + { + type: "tool_use", + id: "toolu_sf", + name: "get_weather", + input: { location: "San Francisco, CA" }, + }, + { + type: "tool_use", + id: "toolu_nyc", + name: "get_weather", + input: { location: "New York, NY" }, + }, + ], + }, + { + role: "user", + content: [ + { + type: "tool_result", + tool_use_id: "toolu_sf", + content: "65°F and sunny.", + }, + { + type: "tool_result", + tool_use_id: "toolu_nyc", + content: "45°F and cloudy.", + }, + ], + }, + ], + tools: [ + { + name: "get_weather", + description: "Get the current weather for a location", + input_schema: { + type: "object", + properties: { + location: { + type: "string", + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + }, + ], + tool_choice: { type: "auto" }, + }, + responses: { + model: OPENAI_RESPONSES_MODEL, + input: [ + { + role: "user", + content: "What's the weather in San Francisco and New York?", + }, + { + type: "function_call", + call_id: "call_sf", + name: "get_weather", + arguments: '{"location":"San Francisco, CA"}', + }, + { + type: "function_call", + call_id: "call_nyc", + name: "get_weather", + arguments: '{"location":"New York, NY"}', + }, + { + type: "function_call_output", + call_id: "call_sf", + output: "65°F and sunny.", + }, + { + type: "function_call_output", + call_id: "call_nyc", + output: "45°F and cloudy.", + }, + ], + tools: [ + { + type: "function", + name: "get_weather", + description: "Get the current weather for a location", + parameters: { + type: "object", + properties: { + location: { + type: "string", + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + strict: false, + }, + ], + }, + google: { + contents: [ + { + role: "user", + parts: [ + { text: "What's the weather in San Francisco and New York?" }, + ], + }, + { + role: "model", + parts: [ + { + functionCall: { + name: "get_weather", + args: { location: "San Francisco, CA" }, + }, + }, + { + functionCall: { + name: "get_weather", + args: { location: "New York, NY" }, + }, + }, + ], + }, + { + role: "user", + parts: [ + { + functionResponse: { + name: "get_weather", + response: { result: "65°F and sunny." }, + }, + }, + { + functionResponse: { + name: "get_weather", + response: { result: "45°F and cloudy." }, + }, + }, + ], + }, + ], + tools: [ + { + functionDeclarations: [ + { + name: "get_weather", + description: "Get the current weather for a location", + parameters: { + type: Type.OBJECT, + properties: { + location: { + type: Type.STRING, + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + }, + ], + }, + ], + }, + bedrock: null, + "bedrock-anthropic": { + model: BEDROCK_ANTHROPIC_MODEL, + max_tokens: 1024, + messages: [ + { + role: "user", + content: "What's the weather in San Francisco and New York?", + }, + { + role: "assistant", + content: [ + { + type: "tool_use", + id: "toolu_sf", + name: "get_weather", + input: { location: "San Francisco, CA" }, + }, + { + type: "tool_use", + id: "toolu_nyc", + name: "get_weather", + input: { location: "New York, NY" }, + }, + ], + }, + { + role: "user", + content: [ + { + type: "tool_result", + tool_use_id: "toolu_sf", + content: "65°F and sunny.", + }, + { + type: "tool_result", + tool_use_id: "toolu_nyc", + content: "45°F and cloudy.", + }, + ], + }, + ], + tools: [ + { + name: "get_weather", + description: "Get the current weather for a location", + input_schema: { + type: "object", + properties: { + location: { + type: "string", + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + }, + ], + tool_choice: { type: "auto" }, + }, + "vertex-anthropic": { + model: VERTEX_ANTHROPIC_MODEL, + max_tokens: 1024, + messages: [ + { + role: "user", + content: "What's the weather in San Francisco and New York?", + }, + { + role: "assistant", + content: [ + { + type: "tool_use", + id: "toolu_sf", + name: "get_weather", + input: { location: "San Francisco, CA" }, + }, + { + type: "tool_use", + id: "toolu_nyc", + name: "get_weather", + input: { location: "New York, NY" }, + }, + ], + }, + { + role: "user", + content: [ + { + type: "tool_result", + tool_use_id: "toolu_sf", + content: "65°F and sunny.", + }, + { + type: "tool_result", + tool_use_id: "toolu_nyc", + content: "45°F and cloudy.", + }, + ], + }, + ], + tools: [ + { + name: "get_weather", + description: "Get the current weather for a location", + input_schema: { + type: "object", + properties: { + location: { + type: "string", + description: "The city and state, e.g. San Francisco, CA", + }, + }, + required: ["location"], + }, + }, + ], + tool_choice: { type: "auto" }, + }, + }, + systemMessageArrayContent: { "chat-completions": { model: OPENAI_CHAT_COMPLETIONS_MODEL, diff --git a/payloads/scripts/transforms/__snapshots__/transforms-streaming.test.ts.snap b/payloads/scripts/transforms/__snapshots__/transforms-streaming.test.ts.snap index ea496d8a..051c510f 100644 --- a/payloads/scripts/transforms/__snapshots__/transforms-streaming.test.ts.snap +++ b/payloads/scripts/transforms/__snapshots__/transforms-streaming.test.ts.snap @@ -5279,6 +5279,183 @@ The background", ] `; +exports[`streaming: chat-completions → anthropic > parallelToolCallsRequest > streaming 1`] = ` +[ + { + "data": { + "choices": [ + { + "delta": { + "content": "", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "id": "msg_017Mz48zyAZe8gbsFHEkhZaY", + "model": "claude-sonnet-4-5-20250929", + "object": "chat.completion.chunk", + "usage": { + "completion_tokens": 1, + "prompt_tokens": 757, + "prompt_tokens_details": { + "cached_tokens": 0, + }, + "total_tokens": 758, + }, + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": "The", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": " weather in **", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": "San Francisco** is 65°F", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": " and sunny, while", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": " **New York** is 45°", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": { + "content": "F and cloudy.", + "role": "assistant", + }, + "finish_reason": null, + "index": 0, + }, + ], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [], + "object": "chat.completion.chunk", + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": { + "choices": [ + { + "delta": {}, + "finish_reason": "stop", + "index": 0, + }, + ], + "object": "chat.completion.chunk", + "usage": { + "completion_tokens": 32, + "prompt_tokens": 757, + "prompt_tokens_details": { + "cached_tokens": 0, + }, + "total_tokens": 789, + }, + }, + "sourceFormat": "anthropic", + "transformed": true, + }, + { + "data": {}, + "sourceFormat": "anthropic", + "transformed": true, + }, +] +`; + exports[`streaming: chat-completions → anthropic > reasoningRequest > streaming 1`] = ` [ { diff --git a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap index 9d90107b..28010a79 100644 --- a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap +++ b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap @@ -105,6 +105,67 @@ exports[`anthropic → chat-completions > multimodalRequest > response 1`] = ` } `; +exports[`anthropic → chat-completions > parallelToolCallsRequest > request 1`] = ` +{ + "max_completion_tokens": 1024, + "messages": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{"location":"San Francisco, CA"}", + "name": "get_weather", + }, + "id": "toolu_sf", + "type": "function", + }, + { + "function": { + "arguments": "{"location":"New York, NY"}", + "name": "get_weather", + }, + "id": "toolu_nyc", + "type": "function", + }, + ], + }, + { + "content": "65°F and sunny.", + "role": "tool", + "tool_call_id": "toolu_sf", + }, + ], + "model": "gpt-5-nano", + "tool_choice": "auto", + "tools": [ + { + "function": { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + }, + "type": "function", + }, + ], +} +`; + exports[`anthropic → chat-completions > reasoningRequest > request 1`] = ` { "max_completion_tokens": 20000, @@ -455,6 +516,91 @@ exports[`anthropic → responses > multimodalRequest > response 1`] = ` } `; +exports[`anthropic → responses > parallelToolCallsRequest > request 1`] = ` +{ + "input": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "arguments": "{"location":"San Francisco, CA"}", + "call_id": "toolu_sf", + "name": "get_weather", + "status": "completed", + "type": "function_call", + }, + { + "arguments": "{"location":"New York, NY"}", + "call_id": "toolu_nyc", + "name": "get_weather", + "status": "completed", + "type": "function_call", + }, + { + "call_id": "toolu_sf", + "output": "65°F and sunny.", + "type": "function_call_output", + }, + { + "call_id": "toolu_nyc", + "output": "45°F and cloudy.", + "type": "function_call_output", + }, + ], + "max_output_tokens": 1024, + "model": "gpt-5-nano", + "tool_choice": "auto", + "tools": [ + { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "type": "function", + }, + ], +} +`; + +exports[`anthropic → responses > parallelToolCallsRequest > response 1`] = ` +{ + "content": [ + { + "thinking": "", + "type": "thinking", + }, + { + "text": "- San Francisco, CA: 45°F and cloudy +- New York, NY: 65°F and sunny + +Want a 7-day forecast or hourly details for either city?", + "type": "text", + }, + ], + "id": "msg_03fdbaab3a3d20130069cc2911f00c81a1824d523b8b412a37", + "model": "gpt-5-nano-2025-08-07", + "role": "assistant", + "stop_reason": "end_turn", + "type": "message", + "usage": { + "cache_read_input_tokens": 0, + "input_tokens": 136, + "output_tokens": 750, + }, +} +`; + exports[`anthropic → responses > reasoningRequest > request 1`] = ` { "input": [ @@ -1265,6 +1411,109 @@ exports[`chat-completions → anthropic > parallelToolCallsDisabledParam > respo } `; +exports[`chat-completions → anthropic > parallelToolCallsRequest > request 1`] = ` +{ + "max_tokens": 4096, + "messages": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "content": [ + { + "id": "call_sf", + "input": { + "location": "San Francisco, CA", + }, + "name": "get_weather", + "type": "tool_use", + }, + { + "id": "call_nyc", + "input": { + "location": "New York, NY", + }, + "name": "get_weather", + "type": "tool_use", + }, + ], + "role": "assistant", + }, + { + "content": [ + { + "content": "65°F and sunny.", + "tool_use_id": "call_sf", + "type": "tool_result", + }, + ], + "role": "user", + }, + { + "content": [ + { + "content": "45°F and cloudy.", + "tool_use_id": "call_nyc", + "type": "tool_result", + }, + ], + "role": "user", + }, + ], + "model": "claude-sonnet-4-5-20250929", + "tools": [ + { + "description": "Get the current weather for a location", + "input_schema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "name": "get_weather", + }, + ], +} +`; + +exports[`chat-completions → anthropic > parallelToolCallsRequest > response 1`] = ` +{ + "choices": [ + { + "finish_reason": "stop", + "index": 0, + "message": { + "annotations": [], + "content": "The current weather is: + +- **San Francisco, CA**: 65°F and sunny +- **New York, NY**: 45°F and cloudy", + "role": "assistant", + }, + }, + ], + "created": 0, + "id": "chatcmpl-01MDqB6KBXsDSfpibhzDMYYU", + "model": "claude-sonnet-4-5-20250929", + "object": "chat.completion", + "usage": { + "completion_tokens": 37, + "prompt_tokens": 757, + "prompt_tokens_details": { + "cached_tokens": 0, + }, + "total_tokens": 794, + }, +} +`; + exports[`chat-completions → anthropic > predictionParam > request 1`] = ` { "max_tokens": 4096, @@ -3131,6 +3380,92 @@ exports[`chat-completions → google > parallelToolCallsDisabledParam > response } `; +exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = ` +{ + "contents": [ + { + "parts": [ + { + "text": "What's the weather in San Francisco and New York?", + }, + ], + "role": "user", + }, + { + "parts": [ + { + "functionCall": { + "args": { + "location": "San Francisco, CA", + }, + "id": "call_sf", + "name": "get_weather", + }, + }, + { + "functionCall": { + "args": { + "location": "New York, NY", + }, + "id": "call_nyc", + "name": "get_weather", + }, + }, + ], + "role": "model", + }, + { + "parts": [ + { + "functionResponse": { + "id": "call_sf", + "name": "", + "response": { + "output": "65°F and sunny.", + }, + }, + }, + { + "functionResponse": { + "id": "call_nyc", + "name": "", + "response": { + "output": "45°F and cloudy.", + }, + }, + }, + ], + "role": "user", + }, + ], + "model": "gemini-2.5-flash", + "tools": [ + { + "functionDeclarations": [ + { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": null, + "parametersJsonSchema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "response": null, + }, + ], + }, + ], +} +`; + exports[`chat-completions → google > predictionParam > request 1`] = ` { "contents": [ @@ -4936,6 +5271,131 @@ exports[`responses → anthropic > multimodalRequest > response 1`] = ` } `; +exports[`responses → anthropic > parallelToolCallsRequest > request 1`] = ` +{ + "max_tokens": 4096, + "messages": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "content": [ + { + "id": "call_sf", + "input": { + "location": "San Francisco, CA", + }, + "name": "get_weather", + "type": "tool_use", + }, + ], + "role": "assistant", + }, + { + "content": [ + { + "id": "call_nyc", + "input": { + "location": "New York, NY", + }, + "name": "get_weather", + "type": "tool_use", + }, + ], + "role": "assistant", + }, + { + "content": [ + { + "content": "65°F and sunny.", + "tool_use_id": "call_sf", + "type": "tool_result", + }, + ], + "role": "user", + }, + { + "content": [ + { + "content": "45°F and cloudy.", + "tool_use_id": "call_nyc", + "type": "tool_result", + }, + ], + "role": "user", + }, + ], + "model": "claude-sonnet-4-5-20250929", + "tools": [ + { + "description": "Get the current weather for a location", + "input_schema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "name": "get_weather", + "strict": false, + }, + ], +} +`; + +exports[`responses → anthropic > parallelToolCallsRequest > response 1`] = ` +{ + "created_at": 0, + "id": "resp_01NiJR1LmktwTyh3v6idQFoK", + "incomplete_details": null, + "model": "claude-sonnet-4-5-20250929", + "object": "response", + "output": [ + { + "content": [ + { + "annotations": [], + "text": "The current weather is: + +- **San Francisco, CA**: 65°F and sunny +- **New York, NY**: 45°F and cloudy", + "type": "output_text", + }, + ], + "id": "msg_transformed_item_0", + "role": "assistant", + "status": "completed", + "type": "message", + }, + ], + "output_text": "The current weather is: + +- **San Francisco, CA**: 65°F and sunny +- **New York, NY**: 45°F and cloudy", + "parallel_tool_calls": false, + "status": "completed", + "tool_choice": "none", + "tools": [], + "usage": { + "input_tokens": 757, + "input_tokens_details": { + "cached_tokens": 0, + }, + "output_tokens": 37, + "output_tokens_details": { + "reasoning_tokens": 0, + }, + "total_tokens": 794, + }, +} +`; + exports[`responses → anthropic > reasoningRequest > request 1`] = ` { "max_tokens": 4096, diff --git a/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-request.json b/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-request.json new file mode 100644 index 00000000..96f50cc3 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-request.json @@ -0,0 +1,80 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "max_tokens": 1024, + "messages": [ + { + "role": "user", + "content": "What's the weather in San Francisco and New York?" + }, + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + "id": "toolu_sf", + "name": "get_weather", + "input": { + "location": "San Francisco, CA" + } + }, + { + "type": "tool_use", + "id": "toolu_nyc", + "name": "get_weather", + "input": { + "location": "New York, NY" + } + } + ] + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "toolu_sf", + "content": "65°F and sunny." + }, + { + "type": "tool_result", + "tool_use_id": "toolu_nyc", + "content": "45°F and cloudy." + } + ] + }, + { + "role": "assistant", + "content": [ + { + "type": "text", + "text": "The current weather is:\n\n- **San Francisco, CA**: 65°F and sunny\n- **New York, NY**: 45°F and cloudy" + } + ] + }, + { + "role": "user", + "content": "What should I do next?" + } + ], + "tools": [ + { + "name": "get_weather", + "description": "Get the current weather for a location", + "input_schema": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + } + }, + "required": [ + "location" + ] + } + } + ], + "tool_choice": { + "type": "auto" + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-response-streaming.json b/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-response-streaming.json new file mode 100644 index 00000000..b7d373ad --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/anthropic/followup-response-streaming.json @@ -0,0 +1,622 @@ +[ + { + "type": "message_start", + "message": { + "model": "claude-sonnet-4-5-20250929", + "id": "msg_017WhjuLQgisq5AqCt3EZdZA", + "type": "message", + 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To give you the best suggestions, could you tell me a bit more about:\n\n1. **Where are you located?** (San Francisco, New York, or somewhere else?)\n2. **What kind of activities interest you?** (outdoor activities, indoor entertainment, dining, sightseeing, work/productivity, etc.)\n3. **What's your current situation?** (Do you have free time now? Planning for later today? Looking for weekend ideas?)\n\nWith this information, I can provide more tailored recommendations based on the weather and your preferences!" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "usage": { + "input_tokens": 803, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 134, + "service_tier": "standard", + "inference_geo": "not_available" + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/anthropic/request.json b/payloads/snapshots/parallelToolCallsRequest/anthropic/request.json new file mode 100644 index 00000000..a13e05fb --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/anthropic/request.json @@ -0,0 +1,67 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "max_tokens": 1024, + "messages": [ + { + "role": "user", + "content": "What's the weather in San Francisco and New York?" + }, + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + "id": "toolu_sf", + "name": "get_weather", + "input": { + "location": "San Francisco, CA" + } + }, + { + "type": "tool_use", + "id": "toolu_nyc", + "name": "get_weather", + "input": { + "location": "New York, NY" + } + } + ] + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "toolu_sf", + "content": "65°F and sunny." + }, + { + "type": "tool_result", + "tool_use_id": "toolu_nyc", + "content": "45°F and cloudy." + } + ] + } + ], + "tools": [ + { + "name": "get_weather", + "description": "Get the current weather for a location", + "input_schema": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + } + }, + "required": [ + "location" + ] + } + } + ], + "tool_choice": { + "type": "auto" + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/anthropic/response-streaming.json b/payloads/snapshots/parallelToolCallsRequest/anthropic/response-streaming.json new file mode 100644 index 00000000..52eb046f --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/anthropic/response-streaming.json @@ -0,0 +1,126 @@ +[ + { + "type": "message_start", + "message": { + "model": "claude-sonnet-4-5-20250929", + "id": "msg_014X3Rp2HR4Xdnz1tAjh9Ys1", + "type": "message", + "role": "assistant", + "content": [], + "stop_reason": null, + "stop_sequence": null, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 1, + "service_tier": "standard", + "inference_geo": "not_available" + } + } + }, + { + "type": "content_block_start", + "index": 0, + "content_block": { + "type": "text", + "text": "" + } + }, + { + "type": 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0, + "delta": { + "type": "text_delta", + "text": " 45°F and cloudy" + } + }, + { + "type": "content_block_stop", + "index": 0 + }, + { + "type": "message_delta", + "delta": { + "stop_reason": "end_turn", + "stop_sequence": null + }, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "output_tokens": 37 + } + }, + { + "type": "message_stop" + } +] \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/anthropic/response.json b/payloads/snapshots/parallelToolCallsRequest/anthropic/response.json new file mode 100644 index 00000000..5b4e5d63 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/anthropic/response.json @@ -0,0 +1,26 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "id": "msg_01KAoaVdFci5HSxpqanwoDDd", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "The current weather is:\n\n- **San Francisco, CA**: 65°F and sunny\n- **New York, NY**: 45°F and cloudy" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 37, + "service_tier": "standard", + "inference_geo": "not_available" + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-request.json b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-request.json new file mode 100644 index 00000000..9caac278 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-request.json @@ -0,0 +1,80 @@ +{ + "anthropic_version": "bedrock-2023-05-31", + "max_tokens": 1024, + "messages": [ + { + "role": "user", + "content": "What's the weather in San Francisco and New York?" + }, + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + 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"stop_sequence": null + }, + "usage": { + "output_tokens": 160 + } + }, + { + "type": "message_stop", + "amazon-bedrock-invocationMetrics": { + "inputTokenCount": 827, + "outputTokenCount": 160, + "invocationLatency": 2244, + "firstByteLatency": 1037 + } + } +] \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-response.json b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-response.json new file mode 100644 index 00000000..732b6339 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/followup-response.json @@ -0,0 +1,24 @@ +{ + "model": "claude-haiku-4-5-20251001", + "id": "msg_bdrk_017za5m5xKHzcfYe9LDtHP4d", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "That depends on what you'd like to do! Here are some suggestions based on the weather:\n\n**If you're in San Francisco:**\n- Enjoy outdoor activities like hiking, visiting parks, or going to the beach\n- Take a walk or have a picnic in the nice sunny weather\n- Explore the city on foot\n\n**If you're in New York:**\n- Visit indoor attractions like museums, galleries, or theaters\n- Go shopping or explore neighborhoods\n- Visit restaurants or cafes\n- The cooler weather is great for walking around the city with a jacket\n\n**General suggestions:**\n- Tell me if you need weather information for other locations\n- Ask me about activities or attractions in either city\n- Let me know if you're planning a trip and need help with information\n\nWhat would you like to do? Are you in one of these cities, planning a trip, or just curious about the weather?" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "usage": { + "input_tokens": 827, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 193 + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/request.json b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/request.json new file mode 100644 index 00000000..58ab2b39 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/request.json @@ -0,0 +1,67 @@ +{ + "anthropic_version": "bedrock-2023-05-31", + "max_tokens": 1024, + "messages": [ + { + "role": "user", + "content": "What's the weather in San Francisco and New York?" + }, + { + "role": "assistant", + "content": [ + { + "type": "tool_use", + "id": "toolu_sf", + "name": "get_weather", + "input": { + "location": "San Francisco, CA" + } + }, + { + "type": "tool_use", + "id": "toolu_nyc", + "name": "get_weather", + "input": { + "location": "New York, NY" + } + } + ] + }, + { + "role": "user", + "content": [ + { + "type": "tool_result", + "tool_use_id": "toolu_sf", + "content": "65°F and sunny." + }, + { + "type": "tool_result", + "tool_use_id": "toolu_nyc", + "content": "45°F and cloudy." + } + ] + } + ], + "tools": [ + { + "name": "get_weather", + "description": "Get the current weather for a location", + "input_schema": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + } + }, + "required": [ + "location" + ] + } + } + ], + "tool_choice": { + "type": "auto" + } +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/bedrock-anthropic/response-streaming.json 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"index": 0, + "delta": { + "type": "text_delta", + "text": "'s the current" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " weather for" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " both cities:\n\n-" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " **San Francisco, CA**: 65" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "°F an" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "d sunny\n- **New York, NY" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "**: 45°F and cloudy" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "\n\nSan" + } + }, + { + "type": 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"name": "get_weather", + "arguments": "{\"location\":\"New York, NY\"}" + } + } + ] + }, + { + "role": "tool", + "tool_call_id": "call_sf", + "content": "65°F and sunny." + }, + { + "role": "tool", + "tool_call_id": "call_nyc", + "content": "45°F and cloudy." + }, + { + "role": "assistant", + "content": "- San Francisco, CA: 65°F and sunny.\n- New York, NY: 45°F and cloudy.\n\nWant a short-term forecast or details like humidity, wind, or precipitation chances?", + "refusal": null, + "annotations": [] + }, + { + "role": "user", + "content": "What should I do next?" + } + ], + "tools": [ + { + "type": "function", + "function": { + "name": "get_weather", + "description": "Get the current weather for a location", + "parameters": { + "type": "object", + "properties": { + "location": { + "type": "string", + "description": "The city and state, e.g. San Francisco, CA" + } + }, + "required": [ + "location" + ] + } + } + } + ] +} \ No newline at end of file diff --git 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Tell me your location, how much time you have, and what you enjoy." +} \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/request.json b/payloads/snapshots/parallelToolCallsRequest/responses/request.json new file mode 100644 index 00000000..4127fb55 --- /dev/null +++ b/payloads/snapshots/parallelToolCallsRequest/responses/request.json @@ -0,0 +1,51 @@ +{ + "model": "gpt-5-nano", + "input": [ + { + "role": "user", + "content": "What's the weather in San Francisco and New York?" + }, + { + "type": "function_call", + "call_id": "call_sf", + "name": "get_weather", + "arguments": "{\"location\":\"San Francisco, CA\"}" + }, + { + "type": "function_call", + "call_id": "call_nyc", + "name": "get_weather", + "arguments": "{\"location\":\"New York, NY\"}" + }, + { + "type": "function_call_output", + "call_id": "call_sf", + "output": "65°F and sunny." + }, + { + "type": "function_call_output", + "call_id": "call_nyc", + "output": "45°F and cloudy." + } 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The following tool_call_ids did not have response messages: toolu_nyc", + "name": "Error" +} \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_responses/parallelToolCallsRequest.json b/payloads/transforms/anthropic_to_responses/parallelToolCallsRequest.json new file mode 100644 index 00000000..3870abe2 --- /dev/null +++ b/payloads/transforms/anthropic_to_responses/parallelToolCallsRequest.json @@ -0,0 +1,97 @@ +{ + "id": "resp_03fdbaab3a3d20130069cc2911f00c81a1824d523b8b412a37", + "object": "response", + "created_at": 1774987537, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "completed_at": 1774987544, + "error": null, + "frequency_penalty": 0, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": 1024, + "max_tool_calls": null, + "model": "gpt-5-nano-2025-08-07", + "output": [ + { + "id": "rs_03fdbaab3a3d20130069cc2912270481a18712000b30d08000", + "type": "reasoning", + "summary": [] + }, + { 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-0,0 +1,102 @@ +[ + { + "type": "message_start", + "message": { + "model": "claude-sonnet-4-5-20250929", + "id": "msg_017Mz48zyAZe8gbsFHEkhZaY", + "type": "message", + "role": "assistant", + "content": [], + "stop_reason": null, + "stop_sequence": null, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 1, + "service_tier": "standard", + "inference_geo": "not_available" + } + } + }, + { + "type": "content_block_start", + "index": 0, + "content_block": { + "type": "text", + "text": "" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "The" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " weather in **" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "San Francisco** is 65°F" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " and sunny, while" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": " **New York** is 45°" + } + }, + { + "type": "content_block_delta", + "index": 0, + "delta": { + "type": "text_delta", + "text": "F and cloudy." + } + }, + { + "type": "content_block_stop", + "index": 0 + }, + { + "type": "message_delta", + "delta": { + "stop_reason": "end_turn", + "stop_sequence": null + }, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "output_tokens": 32 + } + }, + { + "type": "message_stop" + } +] \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_anthropic/parallelToolCallsRequest.json b/payloads/transforms/chat-completions_to_anthropic/parallelToolCallsRequest.json new file mode 100644 index 00000000..37fc7ced --- /dev/null +++ b/payloads/transforms/chat-completions_to_anthropic/parallelToolCallsRequest.json @@ -0,0 +1,26 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "id": "msg_01MDqB6KBXsDSfpibhzDMYYU", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "The current weather is:\n\n- **San Francisco, CA**: 65°F and sunny\n- **New York, NY**: 45°F and cloudy" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 37, + "service_tier": "standard", + "inference_geo": "not_available" + } +} \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json new file mode 100644 index 00000000..384bc559 --- /dev/null +++ b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json @@ -0,0 +1,4 @@ +{ + "error": "Google API error (400): {\n \"error\": {\n \"code\": 400,\n \"message\": \"* GenerateContentRequest.contents[2].parts[0].function_response.name: Name cannot be empty.\\n* GenerateContentRequest.contents[2].parts[1].function_response.name: Name cannot be empty.\\n\",\n \"status\": \"INVALID_ARGUMENT\"\n }\n}\n", + "name": "Error" +} \ No newline at end of file diff --git a/payloads/transforms/responses_to_anthropic/parallelToolCallsRequest.json b/payloads/transforms/responses_to_anthropic/parallelToolCallsRequest.json new file mode 100644 index 00000000..d284d2bb --- /dev/null +++ b/payloads/transforms/responses_to_anthropic/parallelToolCallsRequest.json @@ -0,0 +1,26 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "id": "msg_01NiJR1LmktwTyh3v6idQFoK", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "The current weather is:\n\n- **San Francisco, CA**: 65°F and sunny\n- **New York, NY**: 45°F and cloudy" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "usage": { + "input_tokens": 757, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 37, + "service_tier": "standard", + "inference_geo": "not_available" + } +} \ No newline at end of file diff --git a/payloads/transforms/transform_errors.json b/payloads/transforms/transform_errors.json index 4c8ba0dc..5ea9cf71 100644 --- a/payloads/transforms/transform_errors.json +++ b/payloads/transforms/transform_errors.json @@ -1,5 +1,11 @@ { "responses_to_anthropic": { "reasoningRequestTruncated": "Anthropic requires max_tokens > budget_tokens; min budget (1024) exceeds max_tokens (100)" + }, + "anthropic_to_chat-completions": { + "parallelToolCallsRequest": "Bug: parallel tool results in a single Message::Tool are collapsed to one role:tool message; OpenAI rejects with missing tool_call_id" + }, + "chat-completions_to_google": { + "parallelToolCallsRequest": "Bug: role:tool messages lack a function name, so functionResponse.name is empty when converting to Google format" } } From 30a5404e94c747346c3ed477212545084e33abd2 Mon Sep 17 00:00:00 2001 From: Ken Jiang Date: Tue, 31 Mar 2026 16:39:02 -0400 Subject: [PATCH 2/4] fix parallel tool call bugs --- .../src/requests_expected_differences.json | 19 +++- crates/lingua/src/providers/google/adapter.rs | 45 +++++++++ crates/lingua/src/providers/openai/adapter.rs | 8 +- crates/lingua/src/providers/openai/convert.rs | 98 ++++++++++++------- payloads/cases/advanced.ts | 2 + .../__snapshots__/transforms.test.ts.snap | 60 +++++++++++- .../parallelToolCallsRequest.json | 35 ++++++- .../parallelToolCallsRequest.json | 29 +++++- payloads/transforms/transform_errors.json | 6 -- 9 files changed, 247 insertions(+), 55 deletions(-) diff --git a/crates/coverage-report/src/requests_expected_differences.json b/crates/coverage-report/src/requests_expected_differences.json index bbc8c744..dd2cbfa0 100644 --- a/crates/coverage-report/src/requests_expected_differences.json +++ b/crates/coverage-report/src/requests_expected_differences.json @@ -148,7 +148,8 @@ { "pattern": "params.top_p", "reason": "Google uses f32 for top_p, causing precision loss (0.9 → 0.8999999761581421)" }, { "pattern": "messages[*].content[*].media_type", "reason": "Google requires mime_type for images; null defaults to image/jpeg" }, { "pattern": "messages[*].content[*].provider_options", "reason": "Google doesn't support provider_options on content parts" }, - { "pattern": "messages.length", "reason": "Google moves system messages to systemInstruction and merges consecutive same-role messages" } + { "pattern": "messages.length", "reason": "Google moves system messages to systemInstruction and merges consecutive same-role messages" }, + { "pattern": "messages[*].content[*].tool_name", "reason": "Google requires functionResponse.name; tool names are populated from preceding tool calls when not present in source format (ChatCompletions and Anthropic tool results don't carry tool names)" } ], "errors": [ { "pattern": "is not supported by Google", "reason": "Provider-specific built-in tool has no Google equivalent" } @@ -422,6 +423,22 @@ "fields": [ { "pattern": "params.reasoning", "reason": "Anthropic rejects enabled thinking when tool_choice forces a specific tool; thinking is intentionally dropped" } ] + }, + { + "testCase": "parallelToolCallsRequest", + "source": "*", + "target": "ChatCompletions", + "fields": [ + { "pattern": "messages.length", "reason": "Parallel tool results grouped in one Tool message expand to separate role:tool messages in ChatCompletions" } + ] + }, + { + "testCase": "parallelToolCallsRequest", + "source": "*", + "target": "Responses", + "fields": [ + { "pattern": "messages.length", "reason": "Parallel tool results grouped in one Tool message expand to separate function_call_output items in Responses API" } + ] } ] } diff --git a/crates/lingua/src/providers/google/adapter.rs b/crates/lingua/src/providers/google/adapter.rs index 3824e9dd..b0692a84 100644 --- a/crates/lingua/src/providers/google/adapter.rs +++ b/crates/lingua/src/providers/google/adapter.rs @@ -22,6 +22,7 @@ use crate::universal::convert::TryFromLLM; use crate::universal::message::{AssistantContent, AssistantContentPart, Message}; use crate::universal::request::ToolChoiceConfig; use crate::universal::tools::UniversalTool; +use crate::universal::ToolContentPart; use crate::universal::{ extract_system_messages, flatten_consecutive_messages, FinishReason, TokenBudget, UniversalParams, UniversalRequest, UniversalResponse, UniversalStreamChoice, @@ -181,6 +182,10 @@ impl ProviderAdapter for GoogleAdapter { // Flatten consecutive messages of the same role (Google doesn't allow them) flatten_consecutive_messages(&mut messages); + // Fill in tool names from preceding tool_calls — Google requires functionResponse.name + // but some formats (e.g. OpenAI chat-completions role:tool) don't carry the function name + fill_tool_names_from_context(&mut messages); + // Convert messages to Google contents let google_contents: Vec = as TryFromLLM>>::try_from(messages) @@ -663,6 +668,46 @@ impl ProviderAdapter for GoogleAdapter { } } +/// Build a tool_call_id → tool_name map from assistant messages and use it to +/// fill in empty tool names on Tool messages. Google requires `functionResponse.name` +/// but formats like OpenAI chat-completions don't include the name on tool result +/// messages — only the preceding assistant message has it. +fn fill_tool_names_from_context(messages: &mut [Message]) { + let mut id_to_name: std::collections::HashMap = Default::default(); + for msg in messages.iter() { + if let Message::Assistant { + content: AssistantContent::Array(parts), + .. + } = msg + { + for part in parts { + if let AssistantContentPart::ToolCall { + tool_call_id, + tool_name, + .. + } = part + { + if !tool_name.is_empty() { + id_to_name.insert(tool_call_id.clone(), tool_name.clone()); + } + } + } + } + } + for msg in messages.iter_mut() { + if let Message::Tool { content } = msg { + for part in content.iter_mut() { + let ToolContentPart::ToolResult(result) = part; + if result.tool_name.is_empty() { + if let Some(name) = id_to_name.get(&result.tool_call_id) { + result.tool_name = name.clone(); + } + } + } + } + } +} + #[cfg(test)] mod tests { use super::*; diff --git a/crates/lingua/src/providers/openai/adapter.rs b/crates/lingua/src/providers/openai/adapter.rs index fc0c18fe..12865758 100644 --- a/crates/lingua/src/providers/openai/adapter.rs +++ b/crates/lingua/src/providers/openai/adapter.rs @@ -15,7 +15,8 @@ use crate::processing::adapters::{ use crate::processing::transform::TransformError; use crate::providers::openai::capabilities::{apply_model_transforms, model_needs_transforms}; use crate::providers::openai::convert::{ - ChatCompletionRequestMessageExt, ChatCompletionResponseMessageExt, + messages_to_chat_completion_messages, ChatCompletionRequestMessageExt, + ChatCompletionResponseMessageExt, }; use crate::providers::openai::params::{OpenAIChatExtrasView, OpenAIChatParams}; use crate::providers::openai::tool_parsing::parse_openai_chat_tools_array; @@ -211,10 +212,7 @@ impl ProviderAdapter for OpenAIAdapter { if let Some(raw_messages) = openai_extras_view.messages.as_ref() { obj.insert("messages".into(), raw_messages.clone()); } else { - let openai_messages: Vec = - as TryFromLLM>>::try_from( - req.messages.clone(), - ) + let openai_messages = messages_to_chat_completion_messages(req.messages.clone()) .map_err(|e| TransformError::FromUniversalFailed(e.to_string()))?; obj.insert( "messages".into(), diff --git a/crates/lingua/src/providers/openai/convert.rs b/crates/lingua/src/providers/openai/convert.rs index 01ef855f..16c021ed 100644 --- a/crates/lingua/src/providers/openai/convert.rs +++ b/crates/lingua/src/providers/openai/convert.rs @@ -3030,48 +3030,72 @@ impl TryFromLLM for ChatCompletionRequestMessageExt { }) } Message::Tool { content } => { - // Extract the tool result content - let tool_result = content - .iter() - .map(|part| { - let ToolContentPart::ToolResult(result) = part; - result - }) - .next() - .ok_or_else(|| ConvertError::MissingRequiredField { + let part = content.into_iter().next().ok_or_else(|| { + ConvertError::MissingRequiredField { field: "tool_result".to_string(), - })?; - - // Convert output to string for OpenAI - let content_string = match &tool_result.output { - serde_json::Value::String(s) => s.clone(), - other => serde_json::to_string(other).map_err(|e| { - ConvertError::JsonSerializationFailed { - field: "tool_result_content".to_string(), - error: e.to_string(), - } - })?, - }; + } + })?; + let ToolContentPart::ToolResult(result) = part; + tool_result_to_chat_completion_message(result) + } + } + } +} - Ok(ChatCompletionRequestMessageExt { - base: openai::ChatCompletionRequestMessage { - role: openai::ChatCompletionRequestMessageRole::Tool, - content: Some(openai::ChatCompletionRequestMessageContent::String( - content_string, - )), - name: None, - tool_calls: None, - tool_call_id: Some(tool_result.tool_call_id.clone()), - audio: None, - function_call: None, - refusal: None, - }, - reasoning: None, - reasoning_signature: None, - }) +/// Convert `Vec` to `Vec`, expanding +/// any `Message::Tool` with multiple results into one message per result. +/// +/// Anthropic (and others) group parallel tool results into a single +/// `Message::Tool { content: [result1, result2] }`, but OpenAI Chat Completions +/// requires a separate `role: "tool"` message for each result. +pub(crate) fn messages_to_chat_completion_messages( + messages: Vec, +) -> Result, ConvertError> { + let mut result = Vec::new(); + for msg in messages { + match msg { + Message::Tool { content } => { + for part in content { + let ToolContentPart::ToolResult(tool_result) = part; + result.push(tool_result_to_chat_completion_message(tool_result)?); + } } + other => result + .push(>::try_from(other)?), } } + Ok(result) +} + +/// Convert a single tool result into a chat completions tool-role message. +pub(crate) fn tool_result_to_chat_completion_message( + result: ToolResultContentPart, +) -> Result { + let content_string = match &result.output { + serde_json::Value::String(s) => s.clone(), + other => { + serde_json::to_string(other).map_err(|e| ConvertError::JsonSerializationFailed { + field: "tool_result_content".to_string(), + error: e.to_string(), + })? + } + }; + Ok(ChatCompletionRequestMessageExt { + base: openai::ChatCompletionRequestMessage { + role: openai::ChatCompletionRequestMessageRole::Tool, + content: Some(openai::ChatCompletionRequestMessageContent::String( + content_string, + )), + name: None, + tool_calls: None, + tool_call_id: Some(result.tool_call_id), + audio: None, + function_call: None, + refusal: None, + }, + reasoning: None, + reasoning_signature: None, + }) } /// Convert UserContent to ChatCompletionRequestMessageContent diff --git a/payloads/cases/advanced.ts b/payloads/cases/advanced.ts index 5938f8c3..a7885bf2 100644 --- a/payloads/cases/advanced.ts +++ b/payloads/cases/advanced.ts @@ -590,12 +590,14 @@ export const advancedCases: TestCaseCollection = { call_id: "call_sf", name: "get_weather", arguments: '{"location":"San Francisco, CA"}', + status: "completed", }, { type: "function_call", call_id: "call_nyc", name: "get_weather", arguments: '{"location":"New York, NY"}', + status: "completed", }, { type: "function_call_output", diff --git a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap index 28010a79..2cb080d3 100644 --- a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap +++ b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap @@ -139,6 +139,11 @@ exports[`anthropic → chat-completions > parallelToolCallsRequest > request 1`] "role": "tool", "tool_call_id": "toolu_sf", }, + { + "content": "45°F and cloudy.", + "role": "tool", + "tool_call_id": "toolu_nyc", + }, ], "model": "gpt-5-nano", "tool_choice": "auto", @@ -166,6 +171,32 @@ exports[`anthropic → chat-completions > parallelToolCallsRequest > request 1`] } `; +exports[`anthropic → chat-completions > parallelToolCallsRequest > response 1`] = ` +{ + "content": [ + { + "text": "Here’s the current weather: + +- San Francisco, CA: 65°F and sunny +- New York, NY: 45°F and cloudy + +Want hourly details, a 7-day outlook, or a Celsius conversion?", + "type": "text", + }, + ], + "id": "msg_DPa8xc2za44wlqKU0Zxmovcyf41bS", + "model": "gpt-5-nano-2025-08-07", + "role": "assistant", + "stop_reason": "end_turn", + "type": "message", + "usage": { + "cache_read_input_tokens": 0, + "input_tokens": 229, + "output_tokens": 310, + }, +} +`; + exports[`anthropic → chat-completions > reasoningRequest > request 1`] = ` { "max_completion_tokens": 20000, @@ -3419,7 +3450,7 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = { "functionResponse": { "id": "call_sf", - "name": "", + "name": "get_weather", "response": { "output": "65°F and sunny.", }, @@ -3428,7 +3459,7 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = { "functionResponse": { "id": "call_nyc", - "name": "", + "name": "get_weather", "response": { "output": "45°F and cloudy.", }, @@ -3466,6 +3497,31 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = } `; +exports[`chat-completions → google > parallelToolCallsRequest > response 1`] = ` +{ + "choices": [ + { + "finish_reason": "stop", + "index": 0, + "message": { + "annotations": [], + "content": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy.", + "role": "assistant", + }, + }, + ], + "created": 0, + "id": "chatcmpl-transformed", + "model": "gemini-2.5-flash", + "object": "chat.completion", + "usage": { + "completion_tokens": 32, + "prompt_tokens": 140, + "total_tokens": 172, + }, +} +`; + exports[`chat-completions → google > predictionParam > request 1`] = ` { "contents": [ diff --git a/payloads/transforms/anthropic_to_chat-completions/parallelToolCallsRequest.json b/payloads/transforms/anthropic_to_chat-completions/parallelToolCallsRequest.json index 62e5b7b2..e56dc8af 100644 --- a/payloads/transforms/anthropic_to_chat-completions/parallelToolCallsRequest.json +++ b/payloads/transforms/anthropic_to_chat-completions/parallelToolCallsRequest.json @@ -1,4 +1,35 @@ { - "error": "400 An assistant message with 'tool_calls' must be followed by tool messages responding to each 'tool_call_id'. The following tool_call_ids did not have response messages: toolu_nyc", - "name": "Error" + "id": "chatcmpl-DPa8xc2za44wlqKU0Zxmovcyf41bS", + "object": "chat.completion", + "created": 1774989507, + "model": "gpt-5-nano-2025-08-07", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "Here’s the current weather:\n\n- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant hourly details, a 7-day outlook, or a Celsius conversion?", + "refusal": null, + "annotations": [] + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 229, + "completion_tokens": 310, + "total_tokens": 539, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 256, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": null } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json index 384bc559..2602b815 100644 --- a/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json +++ b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json @@ -1,4 +1,29 @@ { - "error": "Google API error (400): {\n \"error\": {\n \"code\": 400,\n \"message\": \"* GenerateContentRequest.contents[2].parts[0].function_response.name: Name cannot be empty.\\n* GenerateContentRequest.contents[2].parts[1].function_response.name: Name cannot be empty.\\n\",\n \"status\": \"INVALID_ARGUMENT\"\n }\n}\n", - "name": "Error" + "candidates": [ + { + "content": { + "parts": [ + { + "text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy." + } + ], + "role": "model" + }, + "finishReason": "STOP", + "index": 0 + } + ], + "usageMetadata": { + "promptTokenCount": 140, + "candidatesTokenCount": 32, + "totalTokenCount": 172, + "promptTokensDetails": [ + { + "modality": "TEXT", + "tokenCount": 140 + } + ] + }, + "modelVersion": "gemini-2.5-flash", + "responseId": "xzDMadeFEMuc_uMPvNOSuAY" } \ No newline at end of file diff --git a/payloads/transforms/transform_errors.json b/payloads/transforms/transform_errors.json index 5ea9cf71..4c8ba0dc 100644 --- a/payloads/transforms/transform_errors.json +++ b/payloads/transforms/transform_errors.json @@ -1,11 +1,5 @@ { "responses_to_anthropic": { "reasoningRequestTruncated": "Anthropic requires max_tokens > budget_tokens; min budget (1024) exceeds max_tokens (100)" - }, - "anthropic_to_chat-completions": { - "parallelToolCallsRequest": "Bug: parallel tool results in a single Message::Tool are collapsed to one role:tool message; OpenAI rejects with missing tool_call_id" - }, - "chat-completions_to_google": { - "parallelToolCallsRequest": "Bug: role:tool messages lack a function name, so functionResponse.name is empty when converting to Google format" } } From f72ca6ae5c72db08102f701f0d060e8d4520796c Mon Sep 17 00:00:00 2001 From: Ken Jiang Date: Wed, 1 Apr 2026 01:26:12 -0400 Subject: [PATCH 3/4] add more cases from rebaisng on main --- .../src/requests_expected_differences.json | 3 +- crates/lingua/src/providers/google/convert.rs | 61 +- payloads/cases/advanced.ts | 60 +- .../__snapshots__/transforms.test.ts.snap | 778 +++++-- .../responses/followup-request.json | 12 +- .../followup-response-streaming.json | 2060 +++++------------ .../responses/followup-response.json | 22 +- .../responses/request.json | 6 +- .../responses/response-streaming.json | 480 +--- .../responses/response.json | 20 +- .../parallelToolCallsDisabledParam.json | 8 +- .../parallelToolCallsRequest.json | 29 + .../anthropic_to_google/toolCallRequest.json | 8 +- .../toolChoiceAnyParam.json | 12 +- .../toolChoiceRequiredParam.json | 8 +- .../parallelToolCallsDisabledParam.json | 8 +- .../parallelToolCallsRequest.json | 2 +- .../toolCallRequest.json | 18 +- .../toolChoiceRequiredParam.json | 8 +- .../toolChoiceRequiredWithReasoningParam.json | 10 +- .../parallelToolCallsRequest.json | 27 + .../parallelToolCallsRequest.json | 35 + .../parallelToolCallsRequest.json | 97 + .../parallelToolCallsDisabledParam.json | 8 +- .../parallelToolCallsRequest.json | 29 + .../responses_to_google/toolCallRequest.json | 8 +- .../toolChoiceRequiredParam.json | 8 +- 27 files changed, 1622 insertions(+), 2203 deletions(-) create mode 100644 payloads/transforms/anthropic_to_google/parallelToolCallsRequest.json create mode 100644 payloads/transforms/google_to_anthropic/parallelToolCallsRequest.json create mode 100644 payloads/transforms/google_to_chat-completions/parallelToolCallsRequest.json create mode 100644 payloads/transforms/google_to_responses/parallelToolCallsRequest.json create mode 100644 payloads/transforms/responses_to_google/parallelToolCallsRequest.json diff --git a/crates/coverage-report/src/requests_expected_differences.json b/crates/coverage-report/src/requests_expected_differences.json index dd2cbfa0..113759bf 100644 --- a/crates/coverage-report/src/requests_expected_differences.json +++ b/crates/coverage-report/src/requests_expected_differences.json @@ -149,7 +149,8 @@ { "pattern": "messages[*].content[*].media_type", "reason": "Google requires mime_type for images; null defaults to image/jpeg" }, { "pattern": "messages[*].content[*].provider_options", "reason": "Google doesn't support provider_options on content parts" }, { "pattern": "messages.length", "reason": "Google moves system messages to systemInstruction and merges consecutive same-role messages" }, - { "pattern": "messages[*].content[*].tool_name", "reason": "Google requires functionResponse.name; tool names are populated from preceding tool calls when not present in source format (ChatCompletions and Anthropic tool results don't carry tool names)" } + { "pattern": "messages[*].content[*].tool_name", "reason": "Google requires functionResponse.name; tool names are populated from preceding tool calls when not present in source format (ChatCompletions and Anthropic tool results don't carry tool names)" }, + { "pattern": "messages[*].content[*].tool_call_id", "reason": "Google doesn't preserve tool call IDs; synthetic positional IDs are generated on re-parse" } ], "errors": [ { "pattern": "is not supported by Google", "reason": "Provider-specific built-in tool has no Google equivalent" } diff --git a/crates/lingua/src/providers/google/convert.rs b/crates/lingua/src/providers/google/convert.rs index 25994477..809ead7b 100644 --- a/crates/lingua/src/providers/google/convert.rs +++ b/crates/lingua/src/providers/google/convert.rs @@ -32,6 +32,9 @@ use crate::universal::response::{FinishReason, UniversalUsage}; use crate::universal::tools::{BuiltinToolProvider, UniversalTool, UniversalToolType}; use crate::util::media::parse_base64_data_url; +/// Prefix for synthetic tool call IDs generated when Google omits them. +const SYNTHETIC_CALL_ID_PREFIX: &str = "call_"; + // ============================================================================ // Google Content -> Universal Message // ============================================================================ @@ -155,8 +158,18 @@ impl TryFromLLM for Message { reason: format!("Failed to serialize function call args: {e}"), } })?; + // Google omits `id` on functionCall parts; generate a + // positional synthetic ID so other providers get a non-empty + // call_id to correlate calls with results. + let call_index = assistant_parts + .iter() + .filter(|p| matches!(p, AssistantContentPart::ToolCall { .. })) + .count(); + let tool_call_id = fc.id.clone().unwrap_or_else(|| { + format!("{SYNTHETIC_CALL_ID_PREFIX}{call_index}") + }); assistant_parts.push(AssistantContentPart::ToolCall { - tool_call_id: fc.id.clone().unwrap_or_default(), + tool_call_id, tool_name: tool_name.clone(), arguments: ToolCallArguments::from(args_string), encrypted_content, @@ -219,8 +232,13 @@ impl TryFromLLM for Message { Some(map) => Value::Object(map.clone()), None => Value::Null, }; + // Mirror the synthetic ID logic used for functionCall parts. + let response_index = tool_parts.len(); + let tool_call_id = fr.id.clone().unwrap_or_else(|| { + format!("{SYNTHETIC_CALL_ID_PREFIX}{response_index}") + }); tool_parts.push(ToolContentPart::ToolResult(ToolResultContentPart { - tool_call_id: fr.id.clone().unwrap_or_default(), + tool_call_id, tool_name: tool_name.clone(), output, provider_options: None, @@ -365,7 +383,10 @@ impl TryFromLLM for GoogleContent { converted.push(GooglePart { function_call: Some(GoogleFunctionCall { - id: Some(tool_call_id).filter(|s| !s.is_empty()), + id: Some(tool_call_id).filter(|s| { + !s.is_empty() + && !s.starts_with(SYNTHETIC_CALL_ID_PREFIX) + }), name: Some(tool_name), args, }), @@ -416,7 +437,9 @@ impl TryFromLLM for GoogleContent { Ok(GooglePart { function_response: Some(GoogleFunctionResponse { - id: Some(result.tool_call_id).filter(|s| !s.is_empty()), + id: Some(result.tool_call_id).filter(|s| { + !s.is_empty() && !s.starts_with(SYNTHETIC_CALL_ID_PREFIX) + }), name: Some(result.tool_name), response, ..Default::default() @@ -526,6 +549,7 @@ impl From<&FunctionDeclaration> for UniversalTool { .as_ref() .as_ref() .and_then(|schema| serde_json::to_value(schema).ok()) + .map(normalize_google_schema_types) }); UniversalTool::function( @@ -537,6 +561,33 @@ impl From<&FunctionDeclaration> for UniversalTool { } } +/// Recursively lowercase `"type"` values in a JSON schema. +/// +/// Google serializes its `Type` enum as SCREAMING_SNAKE_CASE (`"OBJECT"`, `"STRING"`, …), +/// but the universal/JSON-Schema convention (and what Anthropic expects) is lowercase. +/// `parameters_json_schema` (when present) is already in standard form; this function +/// is only needed for schemas serialized from the typed `Schema` struct. +fn normalize_google_schema_types(mut value: Value) -> Value { + match &mut value { + Value::Object(map) => { + if let Some(Value::String(t)) = map.get_mut("type") { + *t = t.to_lowercase(); + } + map.retain(|_, v| !v.is_null()); + for v in map.values_mut() { + *v = normalize_google_schema_types(std::mem::take(v)); + } + } + Value::Array(arr) => { + for v in arr.iter_mut() { + *v = normalize_google_schema_types(std::mem::take(v)); + } + } + _ => {} + } + value +} + impl TryFrom<&UniversalTool> for FunctionDeclaration { type Error = ConvertError; @@ -996,7 +1047,7 @@ mod tests { .. } => { assert_eq!(tool_name, "get_weather"); - assert_eq!(tool_call_id, ""); + assert_eq!(tool_call_id, "call_0"); } _ => panic!("Expected tool call part"), } diff --git a/payloads/cases/advanced.ts b/payloads/cases/advanced.ts index a7885bf2..d7f251d3 100644 --- a/payloads/cases/advanced.ts +++ b/payloads/cases/advanced.ts @@ -753,65 +753,7 @@ export const advancedCases: TestCaseCollection = { ], tool_choice: { type: "auto" }, }, - "vertex-anthropic": { - model: VERTEX_ANTHROPIC_MODEL, - max_tokens: 1024, - messages: [ - { - role: "user", - content: "What's the weather in San Francisco and New York?", - }, - { - role: "assistant", - content: [ - { - type: "tool_use", - id: "toolu_sf", - name: "get_weather", - input: { location: "San Francisco, CA" }, - }, - { - type: "tool_use", - id: "toolu_nyc", - name: "get_weather", - input: { location: "New York, NY" }, - }, - ], - }, - { - role: "user", - content: [ - { - type: "tool_result", - tool_use_id: "toolu_sf", - content: "65°F and sunny.", - }, - { - type: "tool_result", - tool_use_id: "toolu_nyc", - content: "45°F and cloudy.", - }, - ], - }, - ], - tools: [ - { - name: "get_weather", - description: "Get the current weather for a location", - input_schema: { - type: "object", - properties: { - location: { - type: "string", - description: "The city and state, e.g. San Francisco, CA", - }, - }, - required: ["location"], - }, - }, - ], - tool_choice: { type: "auto" }, - }, + "vertex-anthropic": null, }, systemMessageArrayContent: { diff --git a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap index f4204d1c..670ffce8 100644 --- a/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap +++ b/payloads/scripts/transforms/__snapshots__/transforms.test.ts.snap @@ -2360,7 +2360,7 @@ exports[`anthropic → google > parallelToolCallsDisabledParam > response 1`] = { "content": [ { - "id": "", + "id": "call_0", "input": { "location": "NYC", }, @@ -2368,7 +2368,7 @@ exports[`anthropic → google > parallelToolCallsDisabledParam > response 1`] = "type": "tool_use", }, { - "id": "", + "id": "call_1", "input": { "location": "LA", }, @@ -2383,7 +2383,122 @@ exports[`anthropic → google > parallelToolCallsDisabledParam > response 1`] = "type": "message", "usage": { "input_tokens": 39, - "output_tokens": 97, + "output_tokens": 88, + }, +} +`; + +exports[`anthropic → google > parallelToolCallsRequest > request 1`] = ` +{ + "contents": [ + { + "parts": [ + { + "text": "What's the weather in San Francisco and New York?", + }, + ], + "role": "user", + }, + { + "parts": [ + { + "functionCall": { + "args": { + "location": "San Francisco, CA", + }, + "id": "toolu_sf", + "name": "get_weather", + }, + }, + { + "functionCall": { + "args": { + "location": "New York, NY", + }, + "id": "toolu_nyc", + "name": "get_weather", + }, + }, + ], + "role": "model", + }, + { + "parts": [ + { + "functionResponse": { + "id": "toolu_sf", + "name": "get_weather", + "response": { + "output": "65°F and sunny.", + }, + }, + }, + { + "functionResponse": { + "id": "toolu_nyc", + "name": "get_weather", + "response": { + "output": "45°F and cloudy.", + }, + }, + }, + ], + "role": "user", + }, + ], + "generationConfig": { + "maxOutputTokens": 1024, + "responseSchema": null, + }, + "model": "gemini-2.5-flash", + "toolConfig": { + "functionCallingConfig": { + "mode": "AUTO", + }, + }, + "tools": [ + { + "functionDeclarations": [ + { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": null, + "parametersJsonSchema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "response": null, + }, + ], + }, + ], +} +`; + +exports[`anthropic → google > parallelToolCallsRequest > response 1`] = ` +{ + "content": [ + { + "text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy.", + "type": "text", + }, + ], + "id": "msg_transformed", + "model": "gemini-2.5-flash", + "role": "assistant", + "stop_reason": "end_turn", + "type": "message", + "usage": { + "input_tokens": 140, + "output_tokens": 32, }, } `; @@ -3375,7 +3490,7 @@ exports[`anthropic → google > toolCallRequest > response 1`] = ` { "content": [ { - "id": "", + "id": "call_0", "input": { "location": "San Francisco, CA", }, @@ -3390,7 +3505,7 @@ exports[`anthropic → google > toolCallRequest > response 1`] = ` "type": "message", "usage": { "input_tokens": 62, - "output_tokens": 94, + "output_tokens": 88, }, } `; @@ -3447,9 +3562,9 @@ exports[`anthropic → google > toolChoiceAnyParam > response 1`] = ` { "content": [ { - "id": "", + "id": "call_0", "input": { - "location": "London", + "location": "", }, "name": "get_weather", "type": "tool_use", @@ -3462,7 +3577,7 @@ exports[`anthropic → google > toolChoiceAnyParam > response 1`] = ` "type": "message", "usage": { "input_tokens": 37, - "output_tokens": 57, + "output_tokens": 150, }, } `; @@ -3658,7 +3773,7 @@ exports[`anthropic → google > toolChoiceRequiredParam > response 1`] = ` { "content": [ { - "id": "", + "id": "call_0", "input": { "location": "Tokyo", }, @@ -3673,7 +3788,7 @@ exports[`anthropic → google > toolChoiceRequiredParam > response 1`] = ` "type": "message", "usage": { "input_tokens": 37, - "output_tokens": 73, + "output_tokens": 66, }, } `; @@ -8088,7 +8203,7 @@ exports[`chat-completions → google > parallelToolCallsDisabledParam > response "arguments": "{"location":"NYC"}", "name": "get_weather", }, - "id": "", + "id": "call_0", "type": "function", }, { @@ -8096,7 +8211,7 @@ exports[`chat-completions → google > parallelToolCallsDisabledParam > response "arguments": "{"location":"LA"}", "name": "get_weather", }, - "id": "", + "id": "call_1", "type": "function", }, ], @@ -8108,12 +8223,12 @@ exports[`chat-completions → google > parallelToolCallsDisabledParam > response "model": "gemini-2.5-flash", "object": "chat.completion", "usage": { - "completion_tokens": 94, + "completion_tokens": 81, "completion_tokens_details": { - "reasoning_tokens": 64, + "reasoning_tokens": 51, }, "prompt_tokens": 41, - "total_tokens": 135, + "total_tokens": 122, }, } `; @@ -8136,7 +8251,6 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = "args": { "location": "San Francisco, CA", }, - "id": "call_sf", "name": "get_weather", }, }, @@ -8145,7 +8259,6 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = "args": { "location": "New York, NY", }, - "id": "call_nyc", "name": "get_weather", }, }, @@ -8156,7 +8269,6 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = "parts": [ { "functionResponse": { - "id": "call_sf", "name": "get_weather", "response": { "output": "65°F and sunny.", @@ -8165,7 +8277,6 @@ exports[`chat-completions → google > parallelToolCallsRequest > request 1`] = }, { "functionResponse": { - "id": "call_nyc", "name": "get_weather", "response": { "output": "45°F and cloudy.", @@ -9510,21 +9621,12 @@ exports[`chat-completions → google > toolCallRequest > response 1`] = ` { "choices": [ { - "finish_reason": "tool_calls", + "finish_reason": "stop", "index": 0, "message": { "annotations": [], + "content": "I need to know the state. Can you tell me what state San Francisco is in?", "role": "assistant", - "tool_calls": [ - { - "function": { - "arguments": "{"location":"San Francisco, CA"}", - "name": "get_weather", - }, - "id": "", - "type": "function", - }, - ], }, }, ], @@ -9533,12 +9635,12 @@ exports[`chat-completions → google > toolCallRequest > response 1`] = ` "model": "gemini-2.5-flash", "object": "chat.completion", "usage": { - "completion_tokens": 114, + "completion_tokens": 102, "completion_tokens_details": { - "reasoning_tokens": 96, + "reasoning_tokens": 84, }, "prompt_tokens": 62, - "total_tokens": 176, + "total_tokens": 164, }, } `; @@ -9606,7 +9708,7 @@ exports[`chat-completions → google > toolChoiceRequiredParam > response 1`] = "arguments": "{"location":"Tokyo"}", "name": "get_weather", }, - "id": "", + "id": "call_0", "type": "function", }, ], @@ -9618,12 +9720,12 @@ exports[`chat-completions → google > toolChoiceRequiredParam > response 1`] = "model": "gemini-2.5-flash", "object": "chat.completion", "usage": { - "completion_tokens": 62, + "completion_tokens": 61, "completion_tokens_details": { - "reasoning_tokens": 47, + "reasoning_tokens": 46, }, "prompt_tokens": 37, - "total_tokens": 99, + "total_tokens": 98, }, } `; @@ -9691,9 +9793,9 @@ exports[`chat-completions → google > toolChoiceRequiredWithReasoningParam > re "index": 0, "message": { "annotations": [], - "reasoning": "**My Immediate Task: Weather in Tokyo** + "reasoning": "**My Approach to the Tokyo Weather Request** -Okay, the user wants the weather for Tokyo. That's straightforward enough. I have a \`get_weather\` tool at my disposal, which is exactly what it's designed for. So, I need to use that tool. My plan is simple: I'll call the \`get_weather\` tool. The input I need to provide is the location, and in this case, the location is "Tokyo". I'll pass that to the tool and wait for the results. Easy peasy. Let's get them the information they're requesting. +Okay, here's the situation: the user needs the weather for Tokyo. Thankfully, I have the \`get_weather\` tool at my disposal! This tool is specifically designed to provide weather information, and it takes a location as input. So, the path forward is clear. I need to call the \`get_weather\` tool. The key piece of information needed to get the job done is "Tokyo." I'll feed "Tokyo" to the \`get_weather\` tool, and hopefully, I'll return the user with the meteorological insights they require. ", "role": "assistant", "tool_calls": [ @@ -9702,7 +9804,7 @@ Okay, the user wants the weather for Tokyo. That's straightforward enough. I hav "arguments": "{"location":"Tokyo"}", "name": "get_weather", }, - "id": "", + "id": "call_0", "type": "function", }, ], @@ -9714,12 +9816,12 @@ Okay, the user wants the weather for Tokyo. That's straightforward enough. I hav "model": "gemini-2.5-flash", "object": "chat.completion", "usage": { - "completion_tokens": 67, + "completion_tokens": 63, "completion_tokens_details": { - "reasoning_tokens": 52, + "reasoning_tokens": 48, }, "prompt_tokens": 37, - "total_tokens": 104, + "total_tokens": 100, }, } `; @@ -10102,6 +10204,103 @@ The spacing between contour lines indicates the steepness of the terrain - close } `; +exports[`google → anthropic > parallelToolCallsRequest > request 1`] = ` +{ + "max_tokens": 4096, + "messages": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "content": [ + { + "id": "call_0", + "input": { + "location": "San Francisco, CA", + }, + "name": "get_weather", + "type": "tool_use", + }, + { + "id": "call_1", + "input": { + "location": "New York, NY", + }, + "name": "get_weather", + "type": "tool_use", + }, + ], + "role": "assistant", + }, + { + "content": [ + { + "content": "{"result":"65°F and sunny."}", + "tool_use_id": "call_0", + "type": "tool_result", + }, + { + "content": "{"result":"45°F and cloudy."}", + "tool_use_id": "call_1", + "type": "tool_result", + }, + ], + "role": "user", + }, + ], + "model": "claude-sonnet-4-5-20250929", + "tools": [ + { + "description": "Get the current weather for a location", + "input_schema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "name": "get_weather", + }, + ], +} +`; + +exports[`google → anthropic > parallelToolCallsRequest > response 1`] = ` +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "The current weather is: + +**San Francisco, CA:** 65°F and sunny + +**New York, NY:** 45°F and cloudy", + }, + ], + "role": "model", + }, + "finishReason": "STOP", + "index": 0, + }, + ], + "modelVersion": "claude-sonnet-4-5-20250929", + "usageMetadata": { + "cachedContentTokenCount": 0, + "candidatesTokenCount": 35, + "promptTokenCount": 765, + "totalTokenCount": 800, + }, +} +`; + exports[`google → anthropic > reasoningEffortLowParam > request 1`] = ` { "max_tokens": 4096, @@ -10700,18 +10899,16 @@ exports[`google → anthropic > toolCallRequest > request 1`] = ` { "description": "Get the current weather for a location", "input_schema": { - "items": null, "properties": { "location": { "description": "The city and state, e.g. San Francisco, CA", - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -10736,17 +10933,15 @@ exports[`google → anthropic > toolChoiceAnyParam > request 1`] = ` { "description": "Get weather", "input_schema": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -10771,17 +10966,15 @@ exports[`google → anthropic > toolChoiceAutoParam > request 1`] = ` { "description": "Get weather", "input_schema": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -10806,17 +10999,15 @@ exports[`google → anthropic > toolChoiceNoneParam > request 1`] = ` { "description": "Get weather", "input_schema": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -10842,17 +11033,15 @@ exports[`google → anthropic > toolChoiceRequiredParam > request 1`] = ` { "description": "Get weather", "input_schema": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -10877,17 +11066,15 @@ exports[`google → anthropic > toolModeValidatedParam > request 1`] = ` { "description": "Get weather", "input_schema": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "name": "get_weather", }, @@ -11262,33 +11449,127 @@ exports[`google → chat-completions > multimodalRequest > response 1`] = ` } `; -exports[`google → chat-completions > reasoningEffortLowParam > request 1`] = ` +exports[`google → chat-completions > parallelToolCallsRequest > request 1`] = ` { "messages": [ { - "content": "What is 2+2?", + "content": "What's the weather in San Francisco and New York?", "role": "user", }, - ], - "model": "gpt-5-nano", - "reasoning_effort": "high", -} -`; - -exports[`google → chat-completions > reasoningEffortLowParam > response 1`] = ` -{ - "candidates": [ { - "content": { - "parts": [ - { - "text": "2+2 = 4.", + "role": "assistant", + "tool_calls": [ + { + "function": { + "arguments": "{"location":"San Francisco, CA"}", + "name": "get_weather", }, - ], - "role": "model", - }, - "finishReason": "STOP", - "index": 0, + "id": "call_0", + "type": "function", + }, + { + "function": { + "arguments": "{"location":"New York, NY"}", + "name": "get_weather", + }, + "id": "call_1", + "type": "function", + }, + ], + }, + { + "content": "{"result":"65°F and sunny."}", + "role": "tool", + "tool_call_id": "call_0", + }, + { + "content": "{"result":"45°F and cloudy."}", + "role": "tool", + "tool_call_id": "call_1", + }, + ], + "model": "gpt-5-nano", + "tools": [ + { + "function": { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + }, + "type": "function", + }, + ], +} +`; + +exports[`google → chat-completions > parallelToolCallsRequest > response 1`] = ` +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "- San Francisco, CA: 65°F and sunny. +- New York, NY: 45°F and cloudy. + +Want a forecast for the next few days or a switch to Celsius?", + }, + ], + "role": "model", + }, + "finishReason": "STOP", + "index": 0, + }, + ], + "modelVersion": "gpt-5-nano-2025-08-07", + "usageMetadata": { + "cachedContentTokenCount": 0, + "candidatesTokenCount": 47, + "promptTokenCount": 237, + "thoughtsTokenCount": 256, + "totalTokenCount": 540, + }, +} +`; + +exports[`google → chat-completions > reasoningEffortLowParam > request 1`] = ` +{ + "messages": [ + { + "content": "What is 2+2?", + "role": "user", + }, + ], + "model": "gpt-5-nano", + "reasoning_effort": "high", +} +`; + +exports[`google → chat-completions > reasoningEffortLowParam > response 1`] = ` +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "2+2 = 4.", + }, + ], + "role": "model", + }, + "finishReason": "STOP", + "index": 0, }, ], "modelVersion": "gpt-5-nano-2025-08-07", @@ -11917,18 +12198,16 @@ exports[`google → chat-completions > toolCallRequest > request 1`] = ` "description": "Get the current weather for a location", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { "description": "The city and state, e.g. San Francisco, CA", - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -11953,17 +12232,15 @@ exports[`google → chat-completions > toolChoiceAnyParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -11988,17 +12265,15 @@ exports[`google → chat-completions > toolChoiceAutoParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -12023,17 +12298,15 @@ exports[`google → chat-completions > toolChoiceNoneParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -12063,17 +12336,15 @@ exports[`google → chat-completions > toolChoiceRequiredParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -12098,17 +12369,15 @@ exports[`google → chat-completions > toolModeValidatedParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, }, "type": "function", @@ -12541,6 +12810,108 @@ exports[`google → responses > multimodalRequest > response 1`] = ` } `; +exports[`google → responses > parallelToolCallsRequest > request 1`] = ` +{ + "input": [ + { + "content": "What's the weather in San Francisco and New York?", + "role": "user", + }, + { + "arguments": "{"location":"San Francisco, CA"}", + "call_id": "call_0", + "name": "get_weather", + "status": "completed", + "type": "function_call", + }, + { + "arguments": "{"location":"New York, NY"}", + "call_id": "call_1", + "name": "get_weather", + "status": "completed", + "type": "function_call", + }, + { + "call_id": "call_0", + "name": "get_weather", + "output": "{"result":"65°F and sunny."}", + "type": "function_call_output", + }, + { + "call_id": "call_1", + "name": "get_weather", + "output": "{"result":"45°F and cloudy."}", + "type": "function_call_output", + }, + ], + "model": "gpt-5-nano", + "tools": [ + { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "type": "function", + }, + ], +} +`; + +exports[`google → responses > parallelToolCallsRequest > response 1`] = ` +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "", + "thought": true, + }, + ], + "role": "model", + }, + "finishReason": "STOP", + "index": 0, + }, + { + "content": { + "parts": [ + { + "text": "Here’s the current weather: + +- San Francisco, CA: 45°F and cloudy +- New York, NY: 65°F and sunny + +Want a 7-day forecast or a weather alert for either city?", + }, + ], + "role": "model", + }, + "finishReason": "STOP", + "index": 1, + }, + ], + "modelVersion": "gpt-5-nano-2025-08-07", + "usageMetadata": { + "cachedContentTokenCount": 0, + "candidatesTokenCount": 68, + "promptTokenCount": 144, + "thoughtsTokenCount": 512, + "totalTokenCount": 724, + }, +} +`; + exports[`google → responses > reasoningEffortLowParam > request 1`] = ` { "input": [ @@ -13267,18 +13638,16 @@ exports[`google → responses > toolCallRequest > request 1`] = ` "description": "Get the current weather for a location", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { "description": "The city and state, e.g. San Francisco, CA", - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -13301,17 +13670,15 @@ exports[`google → responses > toolChoiceAnyParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -13334,17 +13701,15 @@ exports[`google → responses > toolChoiceAutoParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -13367,17 +13732,15 @@ exports[`google → responses > toolChoiceNoneParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -13403,17 +13766,15 @@ exports[`google → responses > toolChoiceRequiredParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -13436,17 +13797,15 @@ exports[`google → responses > toolModeValidatedParam > request 1`] = ` "description": "Get weather", "name": "get_weather", "parameters": { - "items": null, "properties": { "location": { - "items": null, - "type": "STRING", + "type": "string", }, }, "required": [ "location", ], - "type": "OBJECT", + "type": "object", }, "type": "function", }, @@ -16206,7 +16565,7 @@ exports[`responses → google > parallelToolCallsDisabledParam > response 1`] = "output": [ { "arguments": "{"location":"NYC"}", - "call_id": "", + "call_id": "call_0", "id": "msg_transformed_item_0", "name": "get_weather", "status": "completed", @@ -16214,7 +16573,7 @@ exports[`responses → google > parallelToolCallsDisabledParam > response 1`] = }, { "arguments": "{"location":"LA"}", - "call_id": "", + "call_id": "call_1", "id": "msg_transformed_item_1", "name": "get_weather", "status": "completed", @@ -16231,11 +16590,134 @@ exports[`responses → google > parallelToolCallsDisabledParam > response 1`] = "input_tokens_details": { "cached_tokens": 0, }, - "output_tokens": 89, + "output_tokens": 85, "output_tokens_details": { - "reasoning_tokens": 59, + "reasoning_tokens": 55, }, - "total_tokens": 128, + "total_tokens": 124, + }, +} +`; + +exports[`responses → google > parallelToolCallsRequest > request 1`] = ` +{ + "contents": [ + { + "parts": [ + { + "text": "What's the weather in San Francisco and New York?", + }, + ], + "role": "user", + }, + { + "parts": [ + { + "functionCall": { + "args": { + "location": "San Francisco, CA", + }, + "name": "get_weather", + }, + }, + { + "functionCall": { + "args": { + "location": "New York, NY", + }, + "name": "get_weather", + }, + }, + ], + "role": "model", + }, + { + "parts": [ + { + "functionResponse": { + "name": "get_weather", + "response": { + "output": "65°F and sunny.", + }, + }, + }, + { + "functionResponse": { + "name": "get_weather", + "response": { + "output": "45°F and cloudy.", + }, + }, + }, + ], + "role": "user", + }, + ], + "model": "gemini-2.5-flash", + "tools": [ + { + "functionDeclarations": [ + { + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": null, + "parametersJsonSchema": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string", + }, + }, + "required": [ + "location", + ], + "type": "object", + }, + "response": null, + }, + ], + }, + ], +} +`; + +exports[`responses → google > parallelToolCallsRequest > response 1`] = ` +{ + "created_at": 0, + "id": "resp_transformed", + "incomplete_details": null, + "model": "gemini-2.5-flash", + "object": "response", + "output": [ + { + "content": [ + { + "annotations": [], + "text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy.", + "type": "output_text", + }, + ], + "id": "msg_transformed_item_0", + "role": "assistant", + "status": "completed", + "type": "message", + }, + ], + "output_text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy.", + "parallel_tool_calls": false, + "status": "completed", + "tool_choice": "none", + "tools": [], + "usage": { + "input_tokens": 140, + "input_tokens_details": { + "cached_tokens": 0, + }, + "output_tokens": 32, + "output_tokens_details": { + "reasoning_tokens": 0, + }, + "total_tokens": 172, }, } `; @@ -17538,7 +18020,7 @@ exports[`responses → google > toolCallRequest > response 1`] = ` "output": [ { "arguments": "{"location":"San Francisco, CA"}", - "call_id": "", + "call_id": "call_0", "id": "msg_transformed_item_0", "name": "get_weather", "status": "completed", @@ -17555,11 +18037,11 @@ exports[`responses → google > toolCallRequest > response 1`] = ` "input_tokens_details": { "cached_tokens": 0, }, - "output_tokens": 99, + "output_tokens": 123, "output_tokens_details": { - "reasoning_tokens": 81, + "reasoning_tokens": 105, }, - "total_tokens": 161, + "total_tokens": 185, }, } `; @@ -17622,7 +18104,7 @@ exports[`responses → google > toolChoiceRequiredParam > response 1`] = ` "output": [ { "arguments": "{"location":"Tokyo"}", - "call_id": "", + "call_id": "call_0", "id": "msg_transformed_item_0", "name": "get_weather", "status": "completed", @@ -17639,11 +18121,11 @@ exports[`responses → google > toolChoiceRequiredParam > response 1`] = ` "input_tokens_details": { "cached_tokens": 0, }, - "output_tokens": 60, + "output_tokens": 62, "output_tokens_details": { - "reasoning_tokens": 45, + "reasoning_tokens": 47, }, - "total_tokens": 97, + "total_tokens": 99, }, } `; diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/followup-request.json b/payloads/snapshots/parallelToolCallsRequest/responses/followup-request.json index 52a731af..205a303d 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/followup-request.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/followup-request.json @@ -9,13 +9,15 @@ "type": "function_call", "call_id": "call_sf", "name": "get_weather", - "arguments": "{\"location\":\"San Francisco, CA\"}" + "arguments": "{\"location\":\"San Francisco, CA\"}", + "status": "completed" }, { "type": "function_call", "call_id": "call_nyc", "name": "get_weather", - "arguments": "{\"location\":\"New York, NY\"}" + "arguments": "{\"location\":\"New York, NY\"}", + "status": "completed" }, { "type": "function_call_output", @@ -28,12 +30,12 @@ "output": "45°F and cloudy." }, { - "id": "rs_01373b32927ba0b40069cc28f7ef2c81a2878b0fe4885e92e2", + "id": "rs_0eee38712a6f303d0069ccab5473bc81a3a4fce33a1a42ef08", "type": "reasoning", "summary": [] }, { - "id": "msg_01373b32927ba0b40069cc28fc5ef481a2abacb67f7491c068", + "id": "msg_0eee38712a6f303d0069ccab578bc481a390a7e37799de9cbc", "type": "message", "status": "completed", "content": [ @@ -41,7 +43,7 @@ "type": "output_text", "annotations": [], "logprobs": [], - "text": "- San Francisco, CA: 65°F and sunny.\n- New York, NY: 45°F and cloudy." + "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant an hourly forecast or any packing/tips for these conditions?" } ], "role": "assistant" diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/followup-response-streaming.json b/payloads/snapshots/parallelToolCallsRequest/responses/followup-response-streaming.json index c4a6e4e7..cf738b33 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/followup-response-streaming.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/followup-response-streaming.json @@ -2,9 +2,9 @@ { "type": "response.created", "response": { - "id": "resp_01373b32927ba0b40069cc28fd77cc81a291f1a95d60f8041a", + "id": "resp_0eee38712a6f303d0069ccab5894e081a3905445b40a1b2804", "object": "response", - "created_at": 1774987517, + "created_at": 1775020888, "status": "in_progress", "background": false, "completed_at": null, @@ -68,9 +68,9 @@ { "type": "response.in_progress", "response": { - "id": "resp_01373b32927ba0b40069cc28fd77cc81a291f1a95d60f8041a", + "id": "resp_0eee38712a6f303d0069ccab5894e081a3905445b40a1b2804", "object": "response", - "created_at": 1774987517, + "created_at": 1775020888, "status": "in_progress", "background": false, "completed_at": null, @@ -134,7 +134,7 @@ { "type": "response.output_item.added", "item": { - "id": "rs_01373b32927ba0b40069cc28fdfde081a286b7239565ad1d9d", + "id": "rs_0eee38712a6f303d0069ccab58cc3881a3a8839d62e21626b5", "type": "reasoning", "summary": [] }, @@ -144,7 +144,7 @@ { "type": "response.output_item.done", "item": { - "id": "rs_01373b32927ba0b40069cc28fdfde081a286b7239565ad1d9d", + "id": "rs_0eee38712a6f303d0069ccab58cc3881a3a8839d62e21626b5", "type": "reasoning", "summary": [] }, @@ -154,7 +154,7 @@ { "type": "response.output_item.added", "item": { - "id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", + "id": "msg_0eee38712a6f303d0069ccab5f1efc81a38a53f12ef1f4c2fe", "type": "message", "status": "in_progress", "content": [], @@ -166,7 +166,7 @@ { "type": "response.content_part.added", "content_index": 0, - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", + "item_id": "msg_0eee38712a6f303d0069ccab5f1efc81a38a53f12ef1f4c2fe", "output_index": 1, "part": { "type": "output_text", @@ -180,9 +180,9 @@ "type": "response.output_text.delta", "content_index": 0, "delta": "Here", - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", + "item_id": "msg_0eee38712a6f303d0069ccab5f1efc81a38a53f12ef1f4c2fe", "logprobs": [], - "obfuscation": "WcWaPSJfgi9M", + "obfuscation": "p21eAIj5Bvh2", "output_index": 1, "sequence_number": 6 }, @@ -190,519 +190,519 @@ "type": "response.output_text.delta", "content_index": 0, "delta": " are", - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", + "item_id": "msg_0eee38712a6f303d0069ccab5f1efc81a38a53f12ef1f4c2fe", "logprobs": [], - 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"logprobs": [], - "obfuscation": "Ap8hIh34aDoRu2", - "output_index": 1, - "sequence_number": 242 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "une", - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "logprobs": [], - "obfuscation": "41Fm3vAjPumKt", - "output_index": 1, - "sequence_number": 243 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "?", - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "logprobs": [], - "obfuscation": "Y2VWo5yxUv4RhD1", - "output_index": 1, - "sequence_number": 244 - }, - { - "type": "response.output_text.done", - "content_index": 0, - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "logprobs": [], - "output_index": 1, - "sequence_number": 245, - "text": "Here are quick ideas you can pick from, based on today’s weather:\n\nSan Francisco (65°F, sunny)\n- Outdoors: Golden Gate Park (picnic, bike ride), Crissy Field or Lands End for coastal views, walk along the Embarcadero, or a quick hike to Twin Peaks for city views.\n- Food/relaxed: Lunch at the Ferry Building Marketplace, a coffee crawl in Hayes Valley, or a sunset view from a rooftop bar.\n- Quick day trips: Ferry to Sausalito for a half-day.\n\nNew York (45°F, cloudy)\n- Indoor culture: The Met, MoMA, Guggenheim, or American Museum of Natural History.\n- Mix of indoors/outdoors: a stroll on the High Line (takes 1–2 hours) with a warm drink stop at Chelsea Market, or Bryant Park for warm beverages and people-watching.\n- Evening options: Broadway show, or live jazz in a cozy venue in Harlem or the Village.\n\nWant me to tailor a 2–3 hour plan or a specific activity list based on your interests (food, art, outdoors) and time, or pull an hourly forecast to fine-tune?" - }, - { - "type": "response.content_part.done", - "content_index": 0, - "item_id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "output_index": 1, - "part": { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "Here are quick ideas you can pick from, based on today’s weather:\n\nSan Francisco (65°F, sunny)\n- Outdoors: Golden Gate Park (picnic, bike ride), Crissy Field or Lands End for coastal views, walk along the Embarcadero, or a quick hike to Twin Peaks for city views.\n- Food/relaxed: Lunch at the Ferry Building Marketplace, a coffee crawl in Hayes Valley, or a sunset view from a rooftop bar.\n- Quick day trips: Ferry to Sausalito for a half-day.\n\nNew York (45°F, cloudy)\n- Indoor culture: The Met, MoMA, Guggenheim, or American Museum of Natural History.\n- Mix of indoors/outdoors: a stroll on the High Line (takes 1–2 hours) with a warm drink stop at Chelsea Market, or Bryant Park for warm beverages and people-watching.\n- Evening options: Broadway show, or live jazz in a cozy venue in Harlem or the Village.\n\nWant me to tailor a 2–3 hour plan or a specific activity list based on your interests (food, art, outdoors) and time, or pull an hourly forecast to fine-tune?" - }, - "sequence_number": 246 - }, - { - "type": "response.output_item.done", - "item": { - "id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "type": "message", - "status": "completed", - "content": [ - { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "Here are quick ideas you can pick from, based on today’s weather:\n\nSan Francisco (65°F, sunny)\n- Outdoors: Golden Gate Park (picnic, bike ride), Crissy Field or Lands End for coastal views, walk along the Embarcadero, or a quick hike to Twin Peaks for city views.\n- Food/relaxed: Lunch at the Ferry Building Marketplace, a coffee crawl in Hayes Valley, or a sunset view from a rooftop bar.\n- Quick day trips: Ferry to Sausalito for a half-day.\n\nNew York (45°F, cloudy)\n- Indoor culture: The Met, MoMA, Guggenheim, or American Museum of Natural History.\n- Mix of indoors/outdoors: a stroll on the High Line (takes 1–2 hours) with a warm drink stop at Chelsea Market, or Bryant Park for warm beverages and people-watching.\n- Evening options: Broadway show, or live jazz in a cozy venue in Harlem or the Village.\n\nWant me to tailor a 2–3 hour plan or a specific activity list based on your interests (food, art, outdoors) and time, or pull an hourly forecast to fine-tune?" - } - ], - "role": "assistant" - }, - "output_index": 1, - "sequence_number": 247 - }, - { - "type": "response.completed", - "response": { - "id": "resp_01373b32927ba0b40069cc28fd77cc81a291f1a95d60f8041a", - "object": "response", - "created_at": 1774987517, - "status": "completed", - "background": false, - "completed_at": 1774987528, - "error": null, - "frequency_penalty": 0, - "incomplete_details": null, - "instructions": null, - "max_output_tokens": null, - "max_tool_calls": null, - "model": "gpt-5-nano-2025-08-07", - "output": [ - { - "id": "rs_01373b32927ba0b40069cc28fdfde081a286b7239565ad1d9d", - "type": "reasoning", - "summary": [] - }, - { - "id": "msg_01373b32927ba0b40069cc2906a8ec81a2a2ab8a9b35c7d47d", - "type": "message", - "status": "completed", - "content": [ - { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "Here are quick ideas you can pick from, based on today’s weather:\n\nSan Francisco (65°F, sunny)\n- Outdoors: Golden Gate Park (picnic, bike ride), Crissy Field or Lands End for coastal views, walk along the Embarcadero, or a quick hike to Twin Peaks for city views.\n- Food/relaxed: Lunch at the Ferry Building Marketplace, a coffee crawl in Hayes Valley, or a sunset view from a rooftop bar.\n- Quick day trips: Ferry to Sausalito for a half-day.\n\nNew York (45°F, cloudy)\n- Indoor culture: The Met, MoMA, Guggenheim, or American Museum of Natural History.\n- Mix of indoors/outdoors: a stroll on the High Line (takes 1–2 hours) with a warm drink stop at Chelsea Market, or Bryant Park for warm beverages and people-watching.\n- Evening options: Broadway show, or live jazz in a cozy venue in Harlem or the Village.\n\nWant me to tailor a 2–3 hour plan or a specific activity list based on your interests (food, art, outdoors) and time, or pull an hourly forecast to fine-tune?" - } - ], - "role": "assistant" - } - ], - "parallel_tool_calls": true, - "presence_penalty": 0, - "previous_response_id": null, - "prompt_cache_key": null, - "prompt_cache_retention": null, - "reasoning": { - "effort": "medium", - "summary": null - }, - "safety_identifier": null, - "service_tier": "default", - "store": true, - "temperature": 1, - "text": { - "format": { - "type": "text" - }, - "verbosity": "medium" - }, - "tool_choice": "auto", - "tools": [ - { - "type": "function", - "description": "Get the current weather for a location", - "name": "get_weather", - "parameters": { - "type": "object", - "properties": { - "location": { - "type": "string", - "description": "The city and state, e.g. San Francisco, CA" - } - }, - "required": [ - "location" - ] - }, - "strict": false - } - ], - "top_logprobs": 0, - "top_p": 1, - "truncation": "disabled", - "usage": { - "input_tokens": 176, - "input_tokens_details": { - "cached_tokens": 0 - }, - "output_tokens": 1373, - "output_tokens_details": { - "reasoning_tokens": 1088 - }, - "total_tokens": 1549 - }, - "user": null, - "metadata": {} - }, - "sequence_number": 248 } ] \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/followup-response.json b/payloads/snapshots/parallelToolCallsRequest/responses/followup-response.json index 42b0fda7..b86a8168 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/followup-response.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/followup-response.json @@ -1,13 +1,13 @@ { - "id": "resp_01373b32927ba0b40069cc28fd563881a2909d4f055a6441c5", + "id": "resp_0eee38712a6f303d0069ccab58fc8081a3944567417268082e", "object": "response", - "created_at": 1774987517, + "created_at": 1775020889, "status": "completed", "background": false, "billing": { "payer": "developer" }, - "completed_at": 1774987527, + "completed_at": 1775020895, "error": null, "frequency_penalty": 0, "incomplete_details": null, @@ -17,12 +17,12 @@ "model": "gpt-5-nano-2025-08-07", "output": [ { - "id": "rs_01373b32927ba0b40069cc28fdbdbc81a299317ab44cdb93c3", + "id": "rs_0eee38712a6f303d0069ccab5977ac81a3925c33ddb7b6368d", "type": "reasoning", "summary": [] }, { - "id": "msg_01373b32927ba0b40069cc2905790481a28e08a5fa5514a955", + "id": "msg_0eee38712a6f303d0069ccab5e26bc81a3a33ef2dac47b8094", "type": "message", "status": "completed", "content": [ @@ -30,7 +30,7 @@ "type": "output_text", "annotations": [], "logprobs": [], - "text": "Here are a few easy options to choose from, based on the current weather.\n\nIf you’re in San Francisco (65°F, sunny)\n- Take a scenic stroll or bike along the Embarcadero to Fisherman’s Wharf and Ghirardelli Square; grab a bite along the water.\n- Visit Golden Gate Park (Conservatory of Flowers, de Young Museum) or ride up to Twin Peaks for city views.\n- Ride a cable car and explore the Mission District for coffee and food.\n- If you want a classic view, walk the Lands End Trail or snap sunset photos at a viewpoint overlooking the Golden Gate Bridge.\n\nIf you’re in New York (45°F, cloudy)\n- Indoor options: The Met, MoMA, or the American Museum of Natural History.\n- Catch a Broadway show or a concert at Lincoln Center; or explore Chelsea Market and the High Line if you don’t mind the chill.\n- Iconic indoor spots: Grand Central, the Whitney, or the Top of the Rock/Empire State Building for city views.\n- Cozy outdoors: a brisk Central Park stroll with a warm drink, or a quick walk along the High Line if you layer up.\n\nWant me to tailor this to your exact city, time window, and interests? Tell me your location, how much time you have, and what you enjoy." + "text": "Here are some practical next steps based on the current conditions:\n\n- Plan clothing today\n - San Francisco (65°F, sunny): light layers, sunglasses, sunscreen. Evenings can be cooler—bring a light jacket.\n - New York (45°F, cloudy): dress in layers with a warm coat, scarf, and possibly gloves. It’ll feel cool and damp.\n\n- Check more details\n - Hourly forecast for today in both cities\n - 7-day outlook (rain chances, highs/lows)\n - Precipitation and wind alerts\n\n- Activity ideas\n - San Francisco: outdoor strolls in sunny weather, then a café stop if it gets chilly.\n - New York: indoor options if clouds/damp persist (museums, coffee shops), or a warm stroll with a coat.\n\nWould you like me to pull the hourly forecast for today in both cities, or fetch the 7-day outlook and any rain/wind alerts?" } ], "role": "assistant" @@ -80,17 +80,17 @@ "top_p": 1, "truncation": "disabled", "usage": { - "input_tokens": 176, + "input_tokens": 189, "input_tokens_details": { "cached_tokens": 0 }, - "output_tokens": 1286, + "output_tokens": 1250, "output_tokens_details": { - "reasoning_tokens": 960 + "reasoning_tokens": 1024 }, - "total_tokens": 1462 + "total_tokens": 1439 }, "user": null, "metadata": {}, - "output_text": "Here are a few easy options to choose from, based on the current weather.\n\nIf you’re in San Francisco (65°F, sunny)\n- Take a scenic stroll or bike along the Embarcadero to Fisherman’s Wharf and Ghirardelli Square; grab a bite along the water.\n- Visit Golden Gate Park (Conservatory of Flowers, de Young Museum) or ride up to Twin Peaks for city views.\n- Ride a cable car and explore the Mission District for coffee and food.\n- If you want a classic view, walk the Lands End Trail or snap sunset photos at a viewpoint overlooking the Golden Gate Bridge.\n\nIf you’re in New York (45°F, cloudy)\n- Indoor options: The Met, MoMA, or the American Museum of Natural History.\n- Catch a Broadway show or a concert at Lincoln Center; or explore Chelsea Market and the High Line if you don’t mind the chill.\n- Iconic indoor spots: Grand Central, the Whitney, or the Top of the Rock/Empire State Building for city views.\n- Cozy outdoors: a brisk Central Park stroll with a warm drink, or a quick walk along the High Line if you layer up.\n\nWant me to tailor this to your exact city, time window, and interests? Tell me your location, how much time you have, and what you enjoy." + "output_text": "Here are some practical next steps based on the current conditions:\n\n- Plan clothing today\n - San Francisco (65°F, sunny): light layers, sunglasses, sunscreen. Evenings can be cooler—bring a light jacket.\n - New York (45°F, cloudy): dress in layers with a warm coat, scarf, and possibly gloves. It’ll feel cool and damp.\n\n- Check more details\n - Hourly forecast for today in both cities\n - 7-day outlook (rain chances, highs/lows)\n - Precipitation and wind alerts\n\n- Activity ideas\n - San Francisco: outdoor strolls in sunny weather, then a café stop if it gets chilly.\n - New York: indoor options if clouds/damp persist (museums, coffee shops), or a warm stroll with a coat.\n\nWould you like me to pull the hourly forecast for today in both cities, or fetch the 7-day outlook and any rain/wind alerts?" } \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/request.json b/payloads/snapshots/parallelToolCallsRequest/responses/request.json index 4127fb55..8ac13fdb 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/request.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/request.json @@ -9,13 +9,15 @@ "type": "function_call", "call_id": "call_sf", "name": "get_weather", - "arguments": "{\"location\":\"San Francisco, CA\"}" + "arguments": "{\"location\":\"San Francisco, CA\"}", + "status": "completed" }, { "type": "function_call", "call_id": "call_nyc", "name": "get_weather", - "arguments": "{\"location\":\"New York, NY\"}" + "arguments": "{\"location\":\"New York, NY\"}", + "status": "completed" }, { "type": "function_call_output", diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/response-streaming.json b/payloads/snapshots/parallelToolCallsRequest/responses/response-streaming.json index e5928b1d..ece67133 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/response-streaming.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/response-streaming.json @@ -2,9 +2,9 @@ { "type": "response.created", "response": { - "id": "resp_0399741d20af2ad80069cc28f7ae18819ca9885694b358d694", + "id": "resp_0d873ee6ff271ee50069ccab5472c48190a0df4dbf84547a2a", "object": "response", - "created_at": 1774987511, + "created_at": 1775020884, "status": "in_progress", "background": false, "completed_at": null, @@ -68,9 +68,9 @@ { "type": "response.in_progress", "response": { - "id": "resp_0399741d20af2ad80069cc28f7ae18819ca9885694b358d694", + "id": "resp_0d873ee6ff271ee50069ccab5472c48190a0df4dbf84547a2a", "object": "response", - "created_at": 1774987511, + "created_at": 1775020884, "status": "in_progress", "background": false, "completed_at": null, @@ -134,7 +134,7 @@ { "type": "response.output_item.added", "item": { - "id": "rs_0399741d20af2ad80069cc28f7ebd8819c8dfb0f95e9c53ebc", + "id": "rs_0d873ee6ff271ee50069ccab54e02c8190aba1973035fd1991", "type": "reasoning", "summary": [] }, @@ -144,7 +144,7 @@ { "type": "response.output_item.done", "item": { - "id": "rs_0399741d20af2ad80069cc28f7ebd8819c8dfb0f95e9c53ebc", + "id": "rs_0d873ee6ff271ee50069ccab54e02c8190aba1973035fd1991", "type": "reasoning", "summary": [] }, @@ -154,428 +154,94 @@ { "type": "response.output_item.added", "item": { - "id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "type": "message", + "id": "fc_0d873ee6ff271ee50069ccab582f2881909dcb1491a3e7015f", + "type": "function_call", "status": "in_progress", - "content": [], - "role": "assistant" + "arguments": "", + "call_id": "call_0xi8hXSApey3her10vjUIx0j", + "name": "get_weather" }, "output_index": 1, "sequence_number": 4 }, { - "type": "response.content_part.added", - "content_index": 0, - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", + "type": "response.function_call_arguments.delta", + "delta": "{\"location\":\"San Francisco, CA\"}", + "item_id": "fc_0d873ee6ff271ee50069ccab582f2881909dcb1491a3e7015f", + "obfuscation": "", "output_index": 1, - "part": { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "" - }, "sequence_number": 5 }, { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "-", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "GCaGqOsyl5cc64X", + "type": "response.function_call_arguments.done", + "arguments": "{\"location\":\"San Francisco, CA\"}", + "item_id": "fc_0d873ee6ff271ee50069ccab582f2881909dcb1491a3e7015f", "output_index": 1, "sequence_number": 6 }, { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " San", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "323vTUjAj2Kk", + "type": "response.output_item.done", + "item": { + "id": "fc_0d873ee6ff271ee50069ccab582f2881909dcb1491a3e7015f", + "type": "function_call", + "status": "completed", + "arguments": "{\"location\":\"San Francisco, CA\"}", + "call_id": "call_0xi8hXSApey3her10vjUIx0j", + "name": "get_weather" + }, "output_index": 1, "sequence_number": 7 }, { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " Francisco", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "KNBkXY", - "output_index": 1, + "type": "response.output_item.added", + "item": { + "id": "fc_0d873ee6ff271ee50069ccab582f3c8190be7856c817e74c8d", + "type": "function_call", + "status": "in_progress", + "arguments": "", + "call_id": "call_8fhPkmx5g5wyqqsTFMvzVtJw", + "name": "get_weather" + }, + "output_index": 2, "sequence_number": 8 }, { - "type": "response.output_text.delta", - "content_index": 0, - "delta": ",", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "FePUJUezdbN3dRE", - "output_index": 1, + "type": "response.function_call_arguments.delta", + "delta": "{\"location\":\"New York, NY\"}", + "item_id": "fc_0d873ee6ff271ee50069ccab582f3c8190be7856c817e74c8d", + "obfuscation": "YWy0F", + "output_index": 2, "sequence_number": 9 }, { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " CA", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "MaHGmBGRHii62", - "output_index": 1, + "type": "response.function_call_arguments.done", + "arguments": "{\"location\":\"New York, NY\"}", + "item_id": "fc_0d873ee6ff271ee50069ccab582f3c8190be7856c817e74c8d", + "output_index": 2, "sequence_number": 10 }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": ":", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "CqdrStz49vvk1oy", - "output_index": 1, - "sequence_number": 11 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " ", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "773Yb882nWRuQmv", - "output_index": 1, - "sequence_number": 12 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "65", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "q2GGFm6K5BmAz4", - "output_index": 1, - "sequence_number": 13 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "°F", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "2hY3J732B2qPu1", - "output_index": 1, - "sequence_number": 14 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " and", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "KULmNXZCcxtS", - "output_index": 1, - "sequence_number": 15 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " sunny", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "tBrXslAges", - "output_index": 1, - "sequence_number": 16 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "\n", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "GihdBvan0q1tJyQ", - "output_index": 1, - "sequence_number": 17 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "-", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "UGYdKJDlmbUqJPN", - "output_index": 1, - "sequence_number": 18 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " New", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "qnswwNzyu4S2", - "output_index": 1, - "sequence_number": 19 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " York", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "DD1outOnioI", - "output_index": 1, - "sequence_number": 20 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": ",", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "ffD2BWUZIh5mHiB", - "output_index": 1, - "sequence_number": 21 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " NY", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "9uY5SFNfCW2gO", - "output_index": 1, - "sequence_number": 22 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": ":", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "IVACnm5v2waBuGu", - "output_index": 1, - "sequence_number": 23 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " ", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "N4MO98xD7wouikw", - "output_index": 1, - "sequence_number": 24 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "45", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "WWtLG1grggS7Ni", - "output_index": 1, - "sequence_number": 25 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "°F", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "QNyRcoB9sm7VZA", - "output_index": 1, - "sequence_number": 26 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " and", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "Eoii91RwpvuP", - "output_index": 1, - "sequence_number": 27 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " cloudy", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "Mvl8t5sxz", - "output_index": 1, - "sequence_number": 28 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "\n\n", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "oPQBfpHtWXoxQ9", - "output_index": 1, - "sequence_number": 29 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "Want", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "za9brKID5igX", - "output_index": 1, - "sequence_number": 30 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " a", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "fVIriF1DA51orp", - "output_index": 1, - "sequence_number": 31 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " forecast", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "9bEhGaM", - "output_index": 1, - "sequence_number": 32 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " for", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "xQo1sKbszUab", - "output_index": 1, - "sequence_number": 33 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " the", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "l1jQ1kGIrR3g", - "output_index": 1, - "sequence_number": 34 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " next", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "cFuRJCQFbGp", - "output_index": 1, - "sequence_number": 35 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " few", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "lBv8dpjJMXKz", - "output_index": 1, - "sequence_number": 36 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " hours", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "fks2IBobkF", - "output_index": 1, - "sequence_number": 37 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " or", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "Gp3L98FtaDDr1", - "output_index": 1, - "sequence_number": 38 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": " days", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "o5Ff1JPLeEe", - "output_index": 1, - "sequence_number": 39 - }, - { - "type": "response.output_text.delta", - "content_index": 0, - "delta": "?", - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "obfuscation": "0ADkCJ41KaewrQa", - "output_index": 1, - "sequence_number": 40 - }, - { - "type": "response.output_text.done", - "content_index": 0, - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "logprobs": [], - "output_index": 1, - "sequence_number": 41, - "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant a forecast for the next few hours or days?" - }, - { - "type": "response.content_part.done", - "content_index": 0, - "item_id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "output_index": 1, - "part": { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant a forecast for the next few hours or days?" - }, - "sequence_number": 42 - }, { "type": "response.output_item.done", "item": { - "id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "type": "message", + "id": "fc_0d873ee6ff271ee50069ccab582f3c8190be7856c817e74c8d", + "type": "function_call", "status": "completed", - "content": [ - { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant a forecast for the next few hours or days?" - } - ], - "role": "assistant" + "arguments": "{\"location\":\"New York, NY\"}", + "call_id": "call_8fhPkmx5g5wyqqsTFMvzVtJw", + "name": "get_weather" }, - "output_index": 1, - "sequence_number": 43 + "output_index": 2, + "sequence_number": 11 }, { "type": "response.completed", "response": { - "id": "resp_0399741d20af2ad80069cc28f7ae18819ca9885694b358d694", + "id": "resp_0d873ee6ff271ee50069ccab5472c48190a0df4dbf84547a2a", "object": "response", - "created_at": 1774987511, + "created_at": 1775020884, "status": "completed", "background": false, - "completed_at": 1774987516, + "completed_at": 1775020888, "error": null, "frequency_penalty": 0, "incomplete_details": null, @@ -585,23 +251,25 @@ "model": "gpt-5-nano-2025-08-07", "output": [ { - "id": "rs_0399741d20af2ad80069cc28f7ebd8819c8dfb0f95e9c53ebc", + "id": "rs_0d873ee6ff271ee50069ccab54e02c8190aba1973035fd1991", "type": "reasoning", "summary": [] }, { - "id": "msg_0399741d20af2ad80069cc28fbd350819c8a2955f814d4b21a", - "type": "message", + "id": "fc_0d873ee6ff271ee50069ccab582f2881909dcb1491a3e7015f", + "type": "function_call", "status": "completed", - "content": [ - { - "type": "output_text", - "annotations": [], - "logprobs": [], - "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant a forecast for the next few hours or days?" - } - ], - "role": "assistant" + "arguments": "{\"location\":\"San Francisco, CA\"}", + "call_id": "call_0xi8hXSApey3her10vjUIx0j", + "name": "get_weather" + }, + { + "id": "fc_0d873ee6ff271ee50069ccab582f3c8190be7856c817e74c8d", + "type": "function_call", + "status": "completed", + "arguments": "{\"location\":\"New York, NY\"}", + "call_id": "call_8fhPkmx5g5wyqqsTFMvzVtJw", + "name": "get_weather" } ], "parallel_tool_calls": true, @@ -652,15 +320,15 @@ "input_tokens_details": { "cached_tokens": 0 }, - "output_tokens": 559, + "output_tokens": 678, "output_tokens_details": { - "reasoning_tokens": 512 + "reasoning_tokens": 576 }, - "total_tokens": 695 + "total_tokens": 814 }, "user": null, "metadata": {} }, - "sequence_number": 44 + "sequence_number": 12 } ] \ No newline at end of file diff --git a/payloads/snapshots/parallelToolCallsRequest/responses/response.json b/payloads/snapshots/parallelToolCallsRequest/responses/response.json index 3ceb9967..c6c9cb3f 100644 --- a/payloads/snapshots/parallelToolCallsRequest/responses/response.json +++ b/payloads/snapshots/parallelToolCallsRequest/responses/response.json @@ -1,13 +1,13 @@ { - "id": "resp_01373b32927ba0b40069cc28f7b23c81a2a1b423e05561db75", + "id": "resp_0eee38712a6f303d0069ccab53fb4881a3816905c94124b1d9", "object": "response", - "created_at": 1774987511, + "created_at": 1775020883, "status": "completed", "background": false, "billing": { "payer": "developer" }, - "completed_at": 1774987516, + "completed_at": 1775020887, "error": null, "frequency_penalty": 0, "incomplete_details": null, @@ -17,12 +17,12 @@ "model": "gpt-5-nano-2025-08-07", "output": [ { - "id": "rs_01373b32927ba0b40069cc28f7ef2c81a2878b0fe4885e92e2", + "id": "rs_0eee38712a6f303d0069ccab5473bc81a3a4fce33a1a42ef08", "type": "reasoning", "summary": [] }, { - "id": "msg_01373b32927ba0b40069cc28fc5ef481a2abacb67f7491c068", + "id": "msg_0eee38712a6f303d0069ccab578bc481a390a7e37799de9cbc", "type": "message", "status": "completed", "content": [ @@ -30,7 +30,7 @@ "type": "output_text", "annotations": [], "logprobs": [], - "text": "- San Francisco, CA: 65°F and sunny.\n- New York, NY: 45°F and cloudy." + "text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant an hourly forecast or any packing/tips for these conditions?" } ], "role": "assistant" @@ -84,13 +84,13 @@ "input_tokens_details": { "cached_tokens": 0 }, - "output_tokens": 596, + "output_tokens": 674, "output_tokens_details": { - "reasoning_tokens": 512 + "reasoning_tokens": 576 }, - "total_tokens": 732 + "total_tokens": 810 }, "user": null, "metadata": {}, - "output_text": "- San Francisco, CA: 65°F and sunny.\n- New York, NY: 45°F and cloudy." + "output_text": "- San Francisco, CA: 65°F and sunny\n- New York, NY: 45°F and cloudy\n\nWant an hourly forecast or any packing/tips for these conditions?" } \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_google/parallelToolCallsDisabledParam.json b/payloads/transforms/anthropic_to_google/parallelToolCallsDisabledParam.json index adcc850b..f152bdc2 100644 --- a/payloads/transforms/anthropic_to_google/parallelToolCallsDisabledParam.json +++ b/payloads/transforms/anthropic_to_google/parallelToolCallsDisabledParam.json @@ -10,7 +10,7 @@ "location": "NYC" } }, - "thoughtSignature": "CsMCAb4+9vvzioTg+JhGonMBupSJcil8frZ7XOCgJlTJ7h6yM2XxxHSM8hDdEbz0igNIK836iSWdTIvfpeJtWgBGBxtG4pPWRJ0yFkLYqhW1Ne16duO61znJzmddlXLvcYNBmc9+56vcuk8UbErJ27IZLcxCsmzIayBnYpGVXtlTeSHeVYt233YKvAwX13+Iq1YSOL3H+gQgaFUoc5WXYn/6xOzwXmmh+TyBappOsDd11/vYKVsJpF6Qez4XQ6lGngqenctDg3YYW33woX0TsVFBTTmTsnS40oIERfvhzLAJ2ZD2SPcJPp+hDbEy4zkub04tgXLkbPjiwfCzLL40BandeIi7QjHWoX8OdhJASGyA+CKpBzcf7PzwOasVXFMj0iGoFMP9NSuPu5lzMqdx/oC2J43i/fhfiwGT0/QDRHtpDI9irmQ=" + "thoughtSignature": "CpsCAb4+9vszqoMosmLPH/n0Z7stEj8j10wM0kS8LPOJQvgBy5b7GbuEccIvwYxfX31AcdugJL7AdBCkTXFtEmC+XPWi7BzY909n0KPensi3eTzvSKDrosR340kMs3dTWr0TsnU2NkeA0yB05dt9MQdLD01yjvoJ5KbVwn1uY3PhExozao2C3husFUff4ru+p5TuOwTiVV1rzgnwQxVStHzGdHYcHrL6ve1LY6DpZr1ZSyrIZafR+mOEXBTjsTeyRpAnHeY0qT7Lt/FqaxErl6mUU/hZRJn6VIsFpmMcDjIq4zGDR5YIAQO2fF16ysg9grrdXcrlKqQ+9AxNvUMHLR1G2n0Nsio+aavpkn7cYWeZXVq5w6TsmtDQoFi1Xw==" }, { "functionCall": { @@ -31,15 +31,15 @@ "usageMetadata": { "promptTokenCount": 39, "candidatesTokenCount": 30, - "totalTokenCount": 136, + "totalTokenCount": 127, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 39 } ], - "thoughtsTokenCount": 67 + "thoughtsTokenCount": 58 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Bu3LaYuYJYaU_uMPuLWn2AU" + "responseId": "DabMadu_NKrP-8YPxu6ugQ8" } \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_google/parallelToolCallsRequest.json b/payloads/transforms/anthropic_to_google/parallelToolCallsRequest.json new file mode 100644 index 00000000..5198a1ab --- /dev/null +++ b/payloads/transforms/anthropic_to_google/parallelToolCallsRequest.json @@ -0,0 +1,29 @@ +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy." + } + ], + "role": "model" + }, + "finishReason": "STOP", + "index": 0 + } + ], + "usageMetadata": { + "promptTokenCount": 140, + "candidatesTokenCount": 32, + "totalTokenCount": 172, + "promptTokensDetails": [ + { + "modality": "TEXT", + "tokenCount": 140 + } + ] + }, + "modelVersion": "gemini-2.5-flash", + "responseId": "f57MacDBAZOb-8YP37yX4AE" +} \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_google/toolCallRequest.json b/payloads/transforms/anthropic_to_google/toolCallRequest.json index ce3294ab..efb556e0 100644 --- a/payloads/transforms/anthropic_to_google/toolCallRequest.json +++ b/payloads/transforms/anthropic_to_google/toolCallRequest.json @@ -10,7 +10,7 @@ "location": "San Francisco, CA" } }, - "thoughtSignature": "CusCAb4+9vuq1yEKvOS8ePVJ5GwxyL9B1Kl77vCwcyfHbOkmBW5T0WZ8KkM7eSZJnKdr+YaG3orzsDxpHdVttXJikZXAaOvEJdaLuMibr30gOTc03QvtSozeU3tMP3qYDJqGHF7KzGSlp1BfeBwHT0zl6pnrMm5PxGlZ8qsMHP/4OraQoxXM2tBxsZKCGMuuv1RfGEOm06ldMk95cQaSOcsFC5cdUmXLwJLOvmzftZMvAgR0z4u77I2/hWEfsoZ+N8ii1P8rgmvP+QXPcalKa9Gy4eNxSVDf4zLmHoqAuuUIKpqTy0I1YNx9mzC32pS/oca5Kd3TMxfFX0zvddCGR3XbGj7LQJ8Cn8uQt7JX8/W/QxpHwVUhUgs6F2D8ebjhxJhHKu0Qufvpsv4zZ4aQOn/xsG7AdD4xf5mMgLwkPQmcxJfqQmxJMmb0Wyg3T7DGbgzjLdhxPcyEkmaKYMMiktW5cULq+nr02zOFnU9s" + "thoughtSignature": "CuUCAb4+9vsW9xVTnuRZChc3ngI6aiiWgiiNVxUbQUkFXL9Z85LZc3ras3Mt2TEn6flUazJ9Av84er521yZx1JVes/kbQh8AJ777BEu03tvIfhyw+7dn1dPbXeS8zNQuDpWv/r1dkMUPxnqDSLd2h0BO2Bt0Zen2RqCkWQmUSjo8WgIAoZEpm2TWXpZluE8PULUhrUDvLVXNHe3DDiIdm085WF/RafaRb+f1GBusrFkrjwRjr9XxoEWoec0ZEBkr3H2Pl4WU60oxU+euPWipqt4cJW3oJrVu7Zi49uwGZE4MTAweae0cirSWHAZIZgY/q0dFL7FeNdXxLaAibzNgzo6xUCTC1xixzhYxqMe5N+cMf9MZ6GOtAsN+gDRts395jpKytmwxfs3Lmf+LZ9IIDzbNA57x0xnmXRcuzoiO2orzRZxVsd8supTCkAx2q/7mb0pxlGTLtwhjPRCszKWHX1Mu4d0tlMQu" } ], "role": "model" @@ -23,15 +23,15 @@ "usageMetadata": { "promptTokenCount": 62, "candidatesTokenCount": 18, - "totalTokenCount": 156, + "totalTokenCount": 150, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 62 } ], - "thoughtsTokenCount": 76 + "thoughtsTokenCount": 70 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Ae3LaeTmFpmu_uMP5fr1qQE" + "responseId": "CqbMafGZOvmR-8YP6v3dCQ" } \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_google/toolChoiceAnyParam.json b/payloads/transforms/anthropic_to_google/toolChoiceAnyParam.json index d25eb57d..feb77bdc 100644 --- a/payloads/transforms/anthropic_to_google/toolChoiceAnyParam.json +++ b/payloads/transforms/anthropic_to_google/toolChoiceAnyParam.json @@ -7,10 +7,10 @@ "functionCall": { "name": "get_weather", "args": { - "location": "London" + "location": "" } }, - "thoughtSignature": "Ct0BAb4+9vvpPIBkhqELCI4XN0MPKW07Le8caXKwpLWNVh30N44BiVCF4dTfXfPUuQLZo3U7ZgO/71X+2vdLfUUEuoBpqEwFtk02rxrRtFwU+VuGx6c6OLGupg+YqWye+s0GnkJotLFFJfogr83pWAYgUZ47dzspBj5KN+Zi7qkwIFea7xeOhNSwjABRTyftTwZ1yoPaoK0XMa1hsZw3FeNmmq4u4CZFdVUisWEsrzkvadcQ1jUk7q3//CyPQWWH8Mcd92FMMJhEC0wg7nWbiONQKREemTBAju3dyZx+pI0=" + "thoughtSignature": "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" } ], "role": "model" @@ -22,16 +22,16 @@ ], "usageMetadata": { "promptTokenCount": 37, - "candidatesTokenCount": 15, - "totalTokenCount": 94, + "candidatesTokenCount": 13, + "totalTokenCount": 187, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 37 } ], - "thoughtsTokenCount": 42 + "thoughtsTokenCount": 137 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Ee3LafC6G-PP_uMP95Og2Q8" + "responseId": "D6bMae3pE7GR-8YPkuPesA4" } \ No newline at end of file diff --git a/payloads/transforms/anthropic_to_google/toolChoiceRequiredParam.json b/payloads/transforms/anthropic_to_google/toolChoiceRequiredParam.json index 6de9b838..465b8c56 100644 --- a/payloads/transforms/anthropic_to_google/toolChoiceRequiredParam.json +++ b/payloads/transforms/anthropic_to_google/toolChoiceRequiredParam.json @@ -10,7 +10,7 @@ "location": "Tokyo" } }, - "thoughtSignature": "CooCAb4+9vsO2h/A5vHzwHAH3OfMGepiPtS3SJ+Vf4GxEZuy6SEhPAXEu9ei7KDW5qIAHuJTl+kDX2DCZLg/HI89a5rRrXloSaAnUc0ePOYVjACChBbx6O+xYmPkECZtl83mdlz4N9mgaaWgkVpIuGpluvjF7KDD+PI7QQ0yen8zFMaqahSX14gTiBQvJRRyy75MTKQ+oT+Xs51WsZo7j/wcWX3OJa7VK8852HoTslylKhrJCJHk4zxRbadOrvsD0Rz8nh1c9YseHcfqRzJvy5YyXFgQZSz9SI1TGvm3mI6sgg9G/UDpqUopOguYm2jMpdkalEJfmiukhgFPo/YIxxJn5wuX0yIkAH9XoAE=" + "thoughtSignature": "CvwBAb4+9vtv+1yhARGwOJV476dCIXAY7ih7J/QCGnrXkNcwgHQjlhs794kI+V7vhZb1i9NtW0e0EHaUVx7+5zNm8ULmQKPKbLKca0PiNYJsYngEY4TIum2ANIz0M1tQ6XGSCmYt/MgLn3qbIFvwQBu6H2MDzV8GhMhXMB+mYIZebfIgKcmj+A89u1+V+9QTuEBNsO9OlIdTfcHOMeGnzEf57T4sk9dqR1QDImhxvyjOAjypjdZopuORaugAiQmZhAtbIuvuiV+/uHmqoWgCCWxgXdnjHngiiF+yqHhvFSnJrQthKn367xxiooTq9YrtElj3iD5O4FnmKyIOzD11" } ], "role": "model" @@ -23,15 +23,15 @@ "usageMetadata": { "promptTokenCount": 37, "candidatesTokenCount": 15, - "totalTokenCount": 110, + "totalTokenCount": 103, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 37 } ], - "thoughtsTokenCount": 58 + "thoughtsTokenCount": 51 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Bu3Labm6IKeY_uMPna-GGQ" + "responseId": "DKbMabqXIsyJjrEPvNKWYQ" } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/parallelToolCallsDisabledParam.json b/payloads/transforms/chat-completions_to_google/parallelToolCallsDisabledParam.json index 2e3d6a4a..8fc90783 100644 --- a/payloads/transforms/chat-completions_to_google/parallelToolCallsDisabledParam.json +++ b/payloads/transforms/chat-completions_to_google/parallelToolCallsDisabledParam.json @@ -10,7 +10,7 @@ "location": "NYC" } }, - "thoughtSignature": "CqYCAb4+9vumAOD//1NkRlCIr4EpqOWbXBRctMg5RiQ5ytJQKu6u2bBoz7PzDBLQCSr6fMOhLlutPjvq0LfWsELJgzZUIBFzY7GdxzFoHd3ZKvxFmfBnqz6kFjHIxTgUXGMrA7c1ttMPmuMvdP3QfFUxDh4m7XPQksqwgDbdknJcEEX3ZisZO40eSFuUGgruG7k5BnPrJTiZAjdD2HTeOEX9aoZNjyNeJtfyEqVXOEk4wEd8kqjI7kFNR856iI/hZqYbRvf3FdOL7Mex9t45K76ogIbEe0g7Tvm2LXSxwAhDUfNwKApuDNxXLNi1zrO6dcRYsJL8c9eWHQ5XSjtFwn2FFnmDHgcv7GhAvOVV1bjcvYcA6cpE2c7dRvOny/awVj6ZurN1miZs" + "thoughtSignature": "CoQCAb4+9vsZLZBZClmxBgaHNtTauUi3lKai7dwaC7SSTYxuGDJBT95LEogTdUW2OacVT9P8kv0p5U1O2/FL3ue1kRlg0Y9i7UdNtDBRVo0vYANrHAqDZv70t7fRUPMwYWnLgPYGb478EimjKH0q5eRfBBj1V95//TOZ/Y6ENK9fWpmzDgp0mBiuIsFzLHyDjYc3w/jnwAUDKJ6n/cipjq2PxN0Ml7DJnA2sXwy1TV2uUzB8ElTpcyqMuVXicrgeTKjbnFhapiJTOoG2iNE8uX8I7v6g19LW62L4EqxM79pJorubztmFVNQNk5NO7MWdyCL83jAC1bIE69ojOPakz3zwstgO3u4=" }, { "functionCall": { @@ -31,15 +31,15 @@ "usageMetadata": { "promptTokenCount": 41, "candidatesTokenCount": 30, - "totalTokenCount": 135, + "totalTokenCount": 122, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 41 } ], - "thoughtsTokenCount": 64 + "thoughtsTokenCount": 51 }, "modelVersion": "gemini-2.5-flash", - "responseId": "w3mWafHhLtGI-sAP_L3NuAY" + "responseId": "CabMaaC2F6eijrEPtI-JyA4" } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json index 2602b815..094ff422 100644 --- a/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json +++ b/payloads/transforms/chat-completions_to_google/parallelToolCallsRequest.json @@ -25,5 +25,5 @@ ] }, "modelVersion": "gemini-2.5-flash", - "responseId": "xzDMadeFEMuc_uMPvNOSuAY" + "responseId": "TarMaYyfM9uD-8YPyLrg0AI" } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/toolCallRequest.json b/payloads/transforms/chat-completions_to_google/toolCallRequest.json index cf40effe..56eca8fa 100644 --- a/payloads/transforms/chat-completions_to_google/toolCallRequest.json +++ b/payloads/transforms/chat-completions_to_google/toolCallRequest.json @@ -4,34 +4,28 @@ "content": { "parts": [ { - "functionCall": { - "name": "get_weather", - "args": { - "location": "San Francisco, CA" - } - }, - "thoughtSignature": "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" + "text": "I need to know the state. Can you tell me what state San Francisco is in?", + "thoughtSignature": "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" } ], "role": "model" }, "finishReason": "STOP", - "index": 0, - "finishMessage": "Model generated function call(s)." + "index": 0 } ], "usageMetadata": { "promptTokenCount": 62, "candidatesTokenCount": 18, - "totalTokenCount": 176, + "totalTokenCount": 164, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 62 } ], - "thoughtsTokenCount": 96 + "thoughtsTokenCount": 84 }, "modelVersion": "gemini-2.5-flash", - "responseId": "koGWaYWiL-LCjMcPxszQ0Qc" + "responseId": "A6bMafvFBaHwjrEPs-qv6AE" } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/toolChoiceRequiredParam.json b/payloads/transforms/chat-completions_to_google/toolChoiceRequiredParam.json index 26c9ad1a..4334b1f8 100644 --- a/payloads/transforms/chat-completions_to_google/toolChoiceRequiredParam.json +++ b/payloads/transforms/chat-completions_to_google/toolChoiceRequiredParam.json @@ -10,7 +10,7 @@ "location": "Tokyo" } }, - "thoughtSignature": "Ct0BAb4+9vtRZlUwK+KMvOLq+3YvDr1zL7vGQtuviEA2LahBOJdvrYmIHCvXzDa815x9DCfkKA2QBfKQUeE2WGyr6wE3ezY3Auq0JaSmahL+tQrceLvwh+6l2P1GrxJzPUEpew5FXoy4XQ/Mr8g7fm83AgCkBz7wvK0nNcj7XwFN8XaRNzMnbGi8WfXGfzJefp6DHMbQSDqGtlh+bjnlfGtscfAQ4Us9JO7R9XnDmdZZO4g4QyA6vsQuB0JzMv/TFptJUgy/gejcpkKsRSQKKpOU2wBn7/XwmjfHzrshBhk=" + "thoughtSignature": "CucBAb4+9vs+L8b5DWxZLf3YrtyE8jaiRvH3+WfoYiFe+3UsTHFrh6yby+drplwgFn9zcIL7y6DA1G/RT7Xdo489paNL+GTgzaqw0vV0Xj0wdOOsrVkgGfJLhdGpxtFTsaCC3XD+Py7LoBV2qQ14IZmtfdXvHvyQISbziF3U9el7zQj7ksoPMudDWHE7tA6aCsU63lJbAoEtvdIyImcxvT9ikCONlFXlNKi1fhKgmqlaiSthawjVpRH3yNNQRWsfILjR09Z4F6noiN5v4m25/GoVOxwGfo5QaqtF1vXeVHD1fa5NMyLlTsHy" } ], "role": "model" @@ -23,15 +23,15 @@ "usageMetadata": { "promptTokenCount": 37, "candidatesTokenCount": 15, - "totalTokenCount": 99, + "totalTokenCount": 98, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 37 } ], - "thoughtsTokenCount": 47 + "thoughtsTokenCount": 46 }, "modelVersion": "gemini-2.5-flash", - "responseId": "wnmWaZOTHK-ojMcP-NChsAU" + "responseId": "BabMaYn6Mq-v-8YPy67WqAE" } \ No newline at end of file diff --git a/payloads/transforms/chat-completions_to_google/toolChoiceRequiredWithReasoningParam.json b/payloads/transforms/chat-completions_to_google/toolChoiceRequiredWithReasoningParam.json index 0a203fcb..dd846a99 100644 --- a/payloads/transforms/chat-completions_to_google/toolChoiceRequiredWithReasoningParam.json +++ b/payloads/transforms/chat-completions_to_google/toolChoiceRequiredWithReasoningParam.json @@ -4,7 +4,7 @@ "content": { "parts": [ { - "text": "**My Immediate Task: Weather in Tokyo**\n\nOkay, the user wants the weather for Tokyo. That's straightforward enough. I have a `get_weather` tool at my disposal, which is exactly what it's designed for. So, I need to use that tool. My plan is simple: I'll call the `get_weather` tool. The input I need to provide is the location, and in this case, the location is \"Tokyo\". I'll pass that to the tool and wait for the results. Easy peasy. Let's get them the information they're requesting.\n", + "text": "**My Approach to the Tokyo Weather Request**\n\nOkay, here's the situation: the user needs the weather for Tokyo. Thankfully, I have the `get_weather` tool at my disposal! This tool is specifically designed to provide weather information, and it takes a location as input. So, the path forward is clear. I need to call the `get_weather` tool. The key piece of information needed to get the job done is \"Tokyo.\" I'll feed \"Tokyo\" to the `get_weather` tool, and hopefully, I'll return the user with the meteorological insights they require.\n", "thought": true }, { @@ -14,7 +14,7 @@ "location": "Tokyo" } }, - "thoughtSignature": "CoUCAb4+9vsPi6plLx+hUrVtqvQefpV5ZdGpmi1Eh5d8Ztzq56MaXbHV0ba1yRyocTMqFi7MIrvdruFmbf8LmovFjuFUQf24dWNqCSMV8cFfijwcmT95bfQ0PukyikyoiKvAZSNfCmWGQ64gjwrEBVhpkVMwn2GWP/1ay4Kn/gE1CCYJhSn3jiytZwIz+HMXf9kun45179tmCyE3QG06oyJxsCoDQlYbPIfP+Bt+4kCSnVLmM6p8XPppAB2DP1jSedW55FSGyLF908tsOrxH7PriOrGq5ZxfIkOFDOJINp4Ht+iACXrA766NfmTjnrptJtH4F49siaeKzhN7KxlDpjCmF8G9B162" + "thoughtSignature": "CvUBAb4+9vvbHYYDxRU+GMpl6jV1aX39BlEBVrnr13g03xCinYCWIH9Y0VT1bdLVQIRGR0fylIRuhSQ670AxC+5nVEoPUWm9lQ2qf88khbkpAJjKU1e1fVZlKqx2Zyt/2vjX8da5CC3pRLDG+GW7/3JxZmQiZMsmgyiOSrJw3gM4LN983UyoKFDR19zVywnySpo30MZGToMDR+/CKXddu43tqpE/5Hwxy92pUEjGX/sFIoKqR2oiI7Y9ThytQBxvHnIORZzO8+vEg1VZWq1dOour0qbyuOfVJTIpfDVrU1AFJiGLlU3q/f7m8RKvqQM3kD1RX3IY2l8=" } ], "role": "model" @@ -27,15 +27,15 @@ "usageMetadata": { "promptTokenCount": 37, "candidatesTokenCount": 15, - "totalTokenCount": 104, + "totalTokenCount": 100, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 37 } ], - "thoughtsTokenCount": 52 + "thoughtsTokenCount": 48 }, "modelVersion": "gemini-2.5-flash", - "responseId": "SPmdaeToMoHRjMcP5bzoiQk" + "responseId": "B6bMaYmpEfmFjrEPxrye6QQ" } \ No newline at end of file diff --git a/payloads/transforms/google_to_anthropic/parallelToolCallsRequest.json b/payloads/transforms/google_to_anthropic/parallelToolCallsRequest.json new file mode 100644 index 00000000..2d21fb67 --- /dev/null +++ b/payloads/transforms/google_to_anthropic/parallelToolCallsRequest.json @@ -0,0 +1,27 @@ +{ + "model": "claude-sonnet-4-5-20250929", + "id": "msg_014Y1k4Z6VLTEn64tdaWFxT4", + "type": "message", + "role": "assistant", + "content": [ + { + "type": "text", + "text": "The current weather is:\n\n**San Francisco, CA:** 65°F and sunny\n\n**New York, NY:** 45°F and cloudy" + } + ], + "stop_reason": "end_turn", + "stop_sequence": null, + "stop_details": null, + "usage": { + "input_tokens": 765, + "cache_creation_input_tokens": 0, + "cache_read_input_tokens": 0, + "cache_creation": { + "ephemeral_5m_input_tokens": 0, + "ephemeral_1h_input_tokens": 0 + }, + "output_tokens": 35, + "service_tier": "standard", + "inference_geo": "not_available" + } +} \ No newline at end of file diff --git a/payloads/transforms/google_to_chat-completions/parallelToolCallsRequest.json b/payloads/transforms/google_to_chat-completions/parallelToolCallsRequest.json new file mode 100644 index 00000000..24612e32 --- /dev/null +++ b/payloads/transforms/google_to_chat-completions/parallelToolCallsRequest.json @@ -0,0 +1,35 @@ +{ + "id": "chatcmpl-DPhxRZYizw4KwBX8uwKES8EggUUSw", + "object": "chat.completion", + "created": 1775019545, + "model": "gpt-5-nano-2025-08-07", + "choices": [ + { + "index": 0, + "message": { + "role": "assistant", + "content": "- San Francisco, CA: 65°F and sunny.\n- New York, NY: 45°F and cloudy.\n\nWant a forecast for the next few days or a switch to Celsius?", + "refusal": null, + "annotations": [] + }, + "finish_reason": "stop" + } + ], + "usage": { + "prompt_tokens": 237, + "completion_tokens": 303, + "total_tokens": 540, + "prompt_tokens_details": { + "cached_tokens": 0, + "audio_tokens": 0 + }, + "completion_tokens_details": { + "reasoning_tokens": 256, + "audio_tokens": 0, + "accepted_prediction_tokens": 0, + "rejected_prediction_tokens": 0 + } + }, + "service_tier": "default", + "system_fingerprint": null +} \ No newline at end of file diff --git a/payloads/transforms/google_to_responses/parallelToolCallsRequest.json b/payloads/transforms/google_to_responses/parallelToolCallsRequest.json new file mode 100644 index 00000000..568a930f --- /dev/null +++ b/payloads/transforms/google_to_responses/parallelToolCallsRequest.json @@ -0,0 +1,97 @@ +{ + "id": "resp_0fbe3992586a62f50069cca61d975c81a2bad7d1bca841977d", + "object": "response", + "created_at": 1775019549, + "status": "completed", + "background": false, + "billing": { + "payer": "developer" + }, + "completed_at": 1775019553, + "error": null, + "frequency_penalty": 0, + "incomplete_details": null, + "instructions": null, + "max_output_tokens": null, + "max_tool_calls": null, + "model": "gpt-5-nano-2025-08-07", + "output": [ + { + "id": "rs_0fbe3992586a62f50069cca61e12b881a2af30784568f073d7", + "type": "reasoning", + "summary": [] + }, + { + "id": "msg_0fbe3992586a62f50069cca6212d4c81a2bdf7f862c8965ad9", + "type": "message", + "status": "completed", + "content": [ + { + "type": "output_text", + "annotations": [], + "logprobs": [], + "text": "Here’s the current weather:\n\n- San Francisco, CA: 45°F and cloudy\n- New York, NY: 65°F and sunny\n\nWant a 7-day forecast or a weather alert for either city?" + } + ], + "role": "assistant" + } + ], + "parallel_tool_calls": true, + "presence_penalty": 0, + "previous_response_id": null, + "prompt_cache_key": null, + "prompt_cache_retention": null, + "reasoning": { + "effort": "medium", + "summary": null + }, + "safety_identifier": null, + "service_tier": "default", + "store": true, + "temperature": 1, + "text": { + "format": { + "type": "text" + }, + "verbosity": "medium" + }, + "tool_choice": "auto", + "tools": [ + { + "type": "function", + "description": "Get the current weather for a location", + "name": "get_weather", + "parameters": { + "properties": { + "location": { + "description": "The city and state, e.g. San Francisco, CA", + "type": "string" + } + }, + "required": [ + "location" + ], + "type": "object", + "additionalProperties": false + }, + "strict": true + } + ], + "top_logprobs": 0, + "top_p": 1, + "truncation": "disabled", + "usage": { + "input_tokens": 144, + "input_tokens_details": { + "cached_tokens": 0 + }, + "output_tokens": 580, + "output_tokens_details": { + "reasoning_tokens": 512 + }, + "total_tokens": 724 + }, + "user": null, + "metadata": {}, + "output_text": "Here’s the current weather:\n\n- San Francisco, CA: 45°F and cloudy\n- New York, NY: 65°F and sunny\n\nWant a 7-day forecast or a weather alert for either city?" +} \ No newline at end of file diff --git a/payloads/transforms/responses_to_google/parallelToolCallsDisabledParam.json b/payloads/transforms/responses_to_google/parallelToolCallsDisabledParam.json index 4849c400..ca233099 100644 --- a/payloads/transforms/responses_to_google/parallelToolCallsDisabledParam.json +++ b/payloads/transforms/responses_to_google/parallelToolCallsDisabledParam.json @@ -10,7 +10,7 @@ "location": "NYC" } }, - "thoughtSignature": "CpwCAb4+9vsdPRHCDVO9MqdveI4XFL3XCGnxBSFE56v1NwlHM2h4KIEnIhftelRne19LjuKxCXv8E75VIC1nM2PnSpKczsY76IGH49FGNG9xjRFJG4tYLMDALC640elR6a3DnAjfFSFYjx3m7hdezt3YNKs8ceER9rkSOYjhIikWP7iSjuCa8xmIIWWv57bSpEhaba29XUW6wnS/zXtM/3IExmikQP1JydHc5juVbrhj4y9Ke8cloy5AO2TjxnbjK9Awte4bra6cRw6FGn7757Y8Q/WusEoe9HWm8qRT5VNNOU4oaj8/sAaCoraoBy+W6VlyflSVv2V8wg1wMS6ffAQWdTCMQWtPX7EQcJzyo0+flN4e5EbYSKWEZH2jZ0Y=" + "thoughtSignature": "Co8CAb4+9vuKsYgWhnMjs3MbgnVXTDivlb+I0Mq5dZa4cw31+l8QIDEA0T+9RdlYIkZJZ+JwzNTd1AJ0SpnM+YBA5+/7hH2Qh9ldN3qLeCdlDezmdvyD/iPyva0P3OkqaqClC/QSXvRS/fD8CyPEO1FBdMUwAhFCB6odVn7zxT3inzvz8g6MOcqY52VsIXnYv+p00CE4MPd6Mv64O8rOKoG5act05z7dRKpJxfG+O/xqA72gBVs5SonFl+eC6M6MeIRsdkTuPZOpkWMb7cc2EZcdcERIQ96z6U2W6JS3gVwTtmGwyE1PDEBczpKnbdNgkXRM9jccm6Y4dq3u0YNzf+b54qt7gVLlPCb7gA27U+uBYA==" }, { "functionCall": { @@ -31,15 +31,15 @@ "usageMetadata": { "promptTokenCount": 39, "candidatesTokenCount": 30, - "totalTokenCount": 128, + "totalTokenCount": 124, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 39 } ], - "thoughtsTokenCount": 59 + "thoughtsTokenCount": 55 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Ie3LacTnHtSM_PUP_oD9sAY" + "responseId": "FabMaYG8G_LajrEPqtTMiAU" } \ No newline at end of file diff --git a/payloads/transforms/responses_to_google/parallelToolCallsRequest.json b/payloads/transforms/responses_to_google/parallelToolCallsRequest.json new file mode 100644 index 00000000..56081d7b --- /dev/null +++ b/payloads/transforms/responses_to_google/parallelToolCallsRequest.json @@ -0,0 +1,29 @@ +{ + "candidates": [ + { + "content": { + "parts": [ + { + "text": "The weather in San Francisco, CA is 65°F and sunny. In New York, NY, it is 45°F and cloudy." + } + ], + "role": "model" + }, + "finishReason": "STOP", + "index": 0 + } + ], + "usageMetadata": { + "promptTokenCount": 140, + "candidatesTokenCount": 32, + "totalTokenCount": 172, + "promptTokensDetails": [ + { + "modality": "TEXT", + "tokenCount": 140 + } + ] + }, + "modelVersion": "gemini-2.5-flash", + "responseId": "T6rMaZLHBZvwjrEPysPtgQI" +} \ No newline at end of file diff --git a/payloads/transforms/responses_to_google/toolCallRequest.json b/payloads/transforms/responses_to_google/toolCallRequest.json index 60df9961..b971c00f 100644 --- a/payloads/transforms/responses_to_google/toolCallRequest.json +++ b/payloads/transforms/responses_to_google/toolCallRequest.json @@ -10,7 +10,7 @@ "location": "San Francisco, CA" } }, - "thoughtSignature": "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" + "thoughtSignature": "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" } ], "role": "model" @@ -23,15 +23,15 @@ "usageMetadata": { "promptTokenCount": 62, "candidatesTokenCount": 18, - "totalTokenCount": 161, + "totalTokenCount": 185, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 62 } ], - "thoughtsTokenCount": 81 + "thoughtsTokenCount": 105 }, "modelVersion": "gemini-2.5-flash", - "responseId": "F-3LaY3aNe6__uMPleDdoQw" + "responseId": "EabMaduKBJarsOIP--6qmAw" } \ No newline at end of file diff --git a/payloads/transforms/responses_to_google/toolChoiceRequiredParam.json b/payloads/transforms/responses_to_google/toolChoiceRequiredParam.json index e3488a35..2f25063c 100644 --- a/payloads/transforms/responses_to_google/toolChoiceRequiredParam.json +++ b/payloads/transforms/responses_to_google/toolChoiceRequiredParam.json @@ -10,7 +10,7 @@ "location": "Tokyo" } }, - "thoughtSignature": "CtgBAb4+9vsE15cb/42iOH3Z12H5PpcnfYkEtiZOV1L9NU3B8u3ZuWHNA5RAuIRwfx4L0oIrS5Lk0WishEEy+Um3pRohsyDEw57VwkvNdnKLVpaoai8M0u6Dvb5RdklN+6iZQuglNX9/0uRaA2RiqQvLPV/3ZM5vMz8UUDJiFJC2GYVvDt0gxzUmnok8jzNVjW6kMgg+UHhCN5X6diTYHG0Rd0nt73JoB8+6hKDfNFygyerrG+QN2AA+brjVjxrZWd8vfoSeijV0YGgQcaOnmmOd0WkRHxwKIuIZ" + "thoughtSignature": "Ct0BAb4+9vtyw84CZ8YPjokAxD6J8bocjMKDfZafJwqn+AEKs6AD8hsDfGeF5uILyN0rfr4HRx80sRl/1nNO78C4E+urwy2ICrltNcVXnQR21D/y3aLjNWi2Egn0P4ywHRfHnOUYESCxY8fMjQxl11EFlYTZfkn1O4m/gn408kAMwHSS5FXJqD/FPlfH/UIG6MH2Zsk2MxunKwFf+jLLl1alc2Wn9yMOACAWtirIAj6wZ7riPUf+K2epqeF0hQmuUUok+OmSauXH14aYyI2hUHrX6IxM9QpINSkn4JIimXU=" } ], "role": "model" @@ -23,15 +23,15 @@ "usageMetadata": { "promptTokenCount": 37, "candidatesTokenCount": 15, - "totalTokenCount": 97, + "totalTokenCount": 99, "promptTokensDetails": [ { "modality": "TEXT", "tokenCount": 37 } ], - "thoughtsTokenCount": 45 + "thoughtsTokenCount": 47 }, "modelVersion": "gemini-2.5-flash", - "responseId": "Ie3LaeFEwJT-4w-XzcjxBg" + "responseId": "FKbMaZ2EArGD-8YP6tHc6Q0" } \ No newline at end of file From 6d87b6f18b047b972fe57fb5497036239bf12f18 Mon Sep 17 00:00:00 2001 From: Ken Jiang Date: Wed, 1 Apr 2026 01:58:11 -0400 Subject: [PATCH 4/4] add response expected diffs --- .../src/responses_expected_differences.json | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/crates/coverage-report/src/responses_expected_differences.json b/crates/coverage-report/src/responses_expected_differences.json index fc881451..9573d6f7 100644 --- a/crates/coverage-report/src/responses_expected_differences.json +++ b/crates/coverage-report/src/responses_expected_differences.json @@ -8,6 +8,13 @@ { "pattern": "params.service_tier", "reason": "OpenAI-specific billing tier not universal" } ] }, + { + "source": "*", + "target": "Google", + "fields": [ + { "pattern": "messages[*].content[*].tool_call_id", "reason": "Google doesn't preserve tool call IDs; synthetic positional IDs are generated on re-parse" } + ] + }, { "source": "Responses", "target": "Google",