llama-stack-mirror/tests/integration/responses/recordings/c6b5be773b0a2c0da4d59841738f7f7e351db3d9656766f37bf3443b77eb771a.json
Ashwin Bharambe f50ce11a3b
feat(tests): make inference_recorder into api_recorder (include tool_invoke) (#3403)
Renames `inference_recorder.py` to `api_recorder.py` and extends it to
support recording/replaying tool invocations in addition to inference
calls.

This allows us to record web-search, etc. tool calls and thereafter
apply recordings for `tests/integration/responses`

## Test Plan

```
export OPENAI_API_KEY=...
export TAVILY_SEARCH_API_KEY=...

./scripts/integration-tests.sh --stack-config ci-tests \
   --suite responses --inference-mode record-if-missing
```
2025-10-09 14:27:51 -07:00

1029 lines
30 KiB
JSON

{
"test_id": "tests/integration/responses/test_file_search.py::test_response_file_search_filter_compound_and[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 engineering updates from the US?"
},
{
"role": "assistant",
"content": "",
"tool_calls": [
{
"index": 0,
"id": "call_toDXiP4WpUNQvvvLkTGEbQAr",
"type": "function",
"function": {
"name": "knowledge_search",
"arguments": "{\"query\":\"latest engineering updates US 2023\"}"
}
}
]
},
{
"role": "tool",
"tool_call_id": "call_toDXiP4WpUNQvvvLkTGEbQAr",
"content": [
{
"type": "text",
"text": "knowledge_search tool found 1 chunks:\nBEGIN of knowledge_search tool results.\n"
},
{
"type": "text",
"text": "[1] document_id: file-710505118847, score: 1.4208534597848683, attributes: {'region': 'us', 'category': 'engineering', 'date': 1680307200.0, 'filename': 'us_engineering_q2.txt', 'document_id': 'file-710505118847', 'token_count': 18.0, 'metadata_token_count': 32.0} (cite as <|file-710505118847|>)\nUS technical updates for Q2 2023. New features deployed in the US region.\n"
},
{
"type": "text",
"text": "END of knowledge_search tool results.\n"
},
{
"type": "text",
"text": "The above results were retrieved to help answer the user's query: \"latest engineering updates US 2023\". Use them as supporting information only in answering this query. Cite sources immediately at the end of sentences before punctuation, using `<|file-id|>` format (e.g., 'This is a fact <|file-Cn3MSNn72ENTiiq11Qda4A|>.'). Do not add extra punctuation. Use only the file IDs provided (do not invent new ones).\n"
}
]
}
],
"stream": 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-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "",
"function_call": null,
"refusal": null,
"role": "assistant",
"tool_calls": 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": "Nvxiz84gNbd"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "The",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "DxHZ9ubrVB"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " latest",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "CKx4AB"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " engineering",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "T"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " updates",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "ay9un"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " from",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "5ahlEpCp"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " the",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "2miF0ZTXF"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " US",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "csijfH7xzW"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " for",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "wmm3x4wX6"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " Q",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "AD6hDf8jAiK"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "2",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "K3mpo8JnmBlE"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " ",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "0zq7vWDWFU4V"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "202",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "026IKueai3"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "3",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "WJc1Q9OBmXix"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " include",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "3oesJ"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " new",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "kka80BObw"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " features",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "6IP6"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " that",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "QxLZWfov"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " have",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "d9CNB9YQ"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " been",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "j2fzEtm2"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " deployed",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "Vldf"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " in",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "Ou694dn53o"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " the",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "k7Z2hFZP6"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " region",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "QTiuAW"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": " <",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "Z2QW7bgmYnv"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "|",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "zXzMygKmgsrE"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "file",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "pN1j1X7gC"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "-",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "SR7fYSOwtXWr"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "710",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "2CddsvycA4"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "505",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "6G0GQxSD0I"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "118",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "Xj4LPjwpth"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "847",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "TEAj1hpNHm"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": "|",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "haos6TWWi3H1"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": ">.",
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": 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": "FCqniRkTStP"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-c6b5be773b0a",
"choices": [
{
"delta": {
"content": null,
"function_call": null,
"refusal": null,
"role": null,
"tool_calls": null
},
"finish_reason": "stop",
"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": "9RcOE6k"
}
}
],
"is_streaming": true
},
"id_normalization_mapping": {}
}