llama-stack-mirror/tests/integration/responses/recordings/ef006827b964b9e824bf8ac84bc35fe8b3419e3f43ba55e03079021c3d61cf61.json
Ashwin Bharambe e9b4278a51
feat(responses)!: improve responses + conversations implementations (#3810)
This PR updates the Conversation item related types and improves a
couple critical parts of the implemenation:

- it creates a streaming output item for the final assistant message
output by
  the model. until now we only added content parts and included that
  message in the final response.

- rewrites the conversation update code completely to account for items
  other than messages (tool calls, outputs, etc.)

## Test Plan

Used the test script from
https://github.com/llamastack/llama-stack-client-python/pull/281 for
this

```
TEST_API_BASE_URL=http://localhost:8321/v1 \
  pytest tests/integration/test_agent_turn_step_events.py::test_client_side_function_tool -xvs
```
2025-10-15 09:36:11 -07:00

512 lines
14 KiB
JSON
Generated

{
"test_id": "tests/integration/responses/test_file_search.py::test_response_file_search_filter_by_region[client_with_models-txt=openai/gpt-4o]",
"request": {
"method": "POST",
"url": "https://api.openai.com/v1/v1/chat/completions",
"headers": {},
"body": {
"model": "gpt-4o",
"messages": [
{
"role": "user",
"content": "What are the updates from the US region?"
}
],
"stream": true,
"stream_options": {
"include_usage": true
},
"tools": [
{
"type": "function",
"function": {
"name": "knowledge_search",
"description": "Search for information in a database.",
"parameters": {
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "The query to search for. Can be a natural language sentence or keywords."
}
},
"required": [
"query"
]
}
}
}
]
},
"endpoint": "/v1/chat/completions",
"model": "gpt-4o"
},
"response": {
"body": [
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": [
{
"index": 0,
"id": "call_e9va2TPHaw7wGHW4FVbhLLGF",
"function": {
"arguments": "",
"name": "knowledge_search"
},
"type": "function"
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "DmxE"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "{\"",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "EO3"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "query",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "R"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "\":\"",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "n"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "latest",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": ""
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": " news",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "d"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": " updates",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "j64LoWPD8irsEf"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": " from",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "u"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": " the",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "hi"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": " US",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "y3W"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": [
{
"index": 0,
"id": null,
"function": {
"arguments": "\"}",
"name": null
},
"type": null
}
]
},
"finish_reason": null,
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "coB"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "tool_calls",
"index": 0,
"logprobs": null
}
],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": null,
"obfuscation": "Ra1Y"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-ef006827b964",
"choices": [],
"created": 0,
"model": "gpt-4o-2024-08-06",
"object": "chat.completion.chunk",
"service_tier": "default",
"system_fingerprint": "fp_f64f290af2",
"usage": {
"completion_tokens": 20,
"prompt_tokens": 69,
"total_tokens": 89,
"completion_tokens_details": {
"accepted_prediction_tokens": 0,
"audio_tokens": 0,
"reasoning_tokens": 0,
"rejected_prediction_tokens": 0
},
"prompt_tokens_details": {
"audio_tokens": 0,
"cached_tokens": 0
}
},
"obfuscation": "hoKjiSGHT0E3WEe"
}
}
],
"is_streaming": true
},
"id_normalization_mapping": {}
}