llama-stack-mirror/tests/integration/responses/recordings/b615a3e10275f75dfb8da3474c2cbca56862f4a5d67c1b3887c45a80c0fd6bae.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

493 lines
15 KiB
JSON

{
"test_id": "tests/integration/responses/test_file_search.py::test_response_file_search_filter_by_category[openai_client-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": "Show me all marketing reports"
},
{
"role": "assistant",
"content": "",
"tool_calls": [
{
"index": 0,
"id": "call_54ZqtMaB74gGLhQoT5Kxe1KN",
"type": "function",
"function": {
"name": "knowledge_search",
"arguments": "{\"query\":\"marketing reports\"}"
}
}
]
},
{
"role": "tool",
"tool_call_id": "call_54ZqtMaB74gGLhQoT5Kxe1KN",
"content": [
{
"type": "text",
"text": "knowledge_search tool found 2 chunks:\nBEGIN of knowledge_search tool results.\n"
},
{
"type": "text",
"text": "[1] document_id: file-824569833174, score: 0.7788970955409423, attributes: {'region': 'us', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'us_marketing_q1.txt', 'document_id': 'file-824569833174', 'token_count': 21.0, 'metadata_token_count': 32.0} (cite as <|file-824569833174|>)\nUS promotional campaigns for Q1 2023. Revenue increased by 15% in the US region.\n"
},
{
"type": "text",
"text": "[2] document_id: file-824569833176, score: 0.74726414959878, attributes: {'region': 'eu', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'eu_marketing_q1.txt', 'document_id': 'file-824569833176', 'token_count': 17.0, 'metadata_token_count': 32.0} (cite as <|file-824569833176|>)\nEuropean advertising campaign results for Q1 2023. Strong growth in EU markets.\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: \"marketing reports\". 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-b615a3e10275",
"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": "S0wk0b3F0v8"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": "Here are two marketing reports:\n\n",
"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": "0rdc2O0d6"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": "1.",
"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": "Mweu9w6gSOii"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " **US Marketing Report**:",
"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": "Q0qYYvVaIN"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " This report covers promotional campaigns for Q1 ",
"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": "uIhtL8H7"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": "2023 in the US 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": "94u0V02PhV"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " highlighting a revenue increase of ",
"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": ""
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": "15% <|file-824569833174|>",
"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": "XnUSenFGx0l"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": ".\n\n",
"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": "9utCu2QR"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"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": "OKaYfCPWTlYx"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " **EU Marketing Report**:",
"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": "srw7RTZWcQ"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " This report details European advertising campaign results for Q1 ",
"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": "VZI08kBN"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": "2023,",
"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": "Mwt9DGHXI1"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"choices": [
{
"delta": {
"content": " showing strong growth in EU markets <|file-824569833176|>.",
"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": "oYERz"
}
},
{
"__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk",
"__data__": {
"id": "rec-b615a3e10275",
"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": "ICphsuA"
}
}
],
"is_streaming": true
},
"id_normalization_mapping": {}
}