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	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 ```
		
			
				
	
	
		
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			7096 lines
		
	
	
	
		
			208 KiB
		
	
	
	
		
			JSON
		
	
	
	
	
		
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|   "test_id": "tests/integration/responses/test_file_search.py::test_response_file_search_filter_compound_or[client_with_models-txt=openai/gpt-4o]",
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|   "request": {
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|     "method": "POST",
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|     "url": "https://api.openai.com/v1/v1/chat/completions",
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|     "headers": {},
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|       "model": "gpt-4o",
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|       "messages": [
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|         {
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|           "role": "user",
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|           "content": "Show me marketing and sales documents"
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|         },
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|         {
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|           "role": "assistant",
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|           "content": "",
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|           "tool_calls": [
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|               "index": 0,
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|               "id": "call_XJHVfGOgINI5ssxdPEkIzNGn",
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|               "type": "function",
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|               "function": {
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|                 "name": "knowledge_search",
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|                 "arguments": "{\"query\": \"marketing documents examples\"}"
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|               }
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|             },
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|             {
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|               "index": 1,
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|               "id": "call_yU3cSA6ZVa05x581uiSYW8De",
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|               "type": "function",
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|               "function": {
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|                 "name": "knowledge_search",
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|                 "arguments": "{\"query\": \"sales documents examples\"}"
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|               }
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|             }
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|           ]
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|         },
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|         {
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|           "role": "tool",
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|           "tool_call_id": "call_XJHVfGOgINI5ssxdPEkIzNGn",
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|           "content": [
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|             {
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|               "type": "text",
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|               "text": "knowledge_search tool found 3 chunks:\nBEGIN of knowledge_search tool results.\n"
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|             },
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|             {
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|               "type": "text",
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|               "text": "[1] document_id: file-d3bd9b63d2134199b3156206027b208e, score: 0.7657325734983355, attributes: {'region': 'eu', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'eu_marketing_q1.txt', 'document_id': 'file-d3bd9b63d2134199b3156206027b208e', 'token_count': 17.0, 'metadata_token_count': 32.0} (cite as <|file-d3bd9b63d2134199b3156206027b208e|>)\nEuropean advertising campaign results for Q1 2023. Strong growth in EU markets.\n"
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|               "text": "[2] document_id: file-9a282cd967a3475c9a6f0079af893529, score: 0.729409669664322, attributes: {'region': 'us', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'us_marketing_q1.txt', 'document_id': 'file-9a282cd967a3475c9a6f0079af893529', 'token_count': 21.0, 'metadata_token_count': 32.0} (cite as <|file-9a282cd967a3475c9a6f0079af893529|>)\nUS promotional campaigns for Q1 2023. Revenue increased by 15% in the US region.\n"
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|             },
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|             {
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|               "type": "text",
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|               "text": "[3] document_id: file-201d38c2ba2e4e54b14d72ccbe0bb68d, score: 0.5528548752393603, attributes: {'region': 'asia', 'category': 'sales', 'date': 1688169600.0, 'filename': 'asia_sales_q3.txt', 'document_id': 'file-201d38c2ba2e4e54b14d72ccbe0bb68d', 'token_count': 17.0, 'metadata_token_count': 31.0} (cite as <|file-201d38c2ba2e4e54b14d72ccbe0bb68d|>)\nAsia Pacific revenue figures for Q3 2023. Record breaking quarter in Asia.\n"
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|             },
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|             {
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|               "type": "text",
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|               "text": "END of knowledge_search tool results.\n"
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|             },
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|             {
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|               "type": "text",
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|               "text": "The above results were retrieved to help answer the user's query: \"marketing documents examples\". 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"
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|             }
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|           ]
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|         },
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|         {
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|           "role": "tool",
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|           "tool_call_id": "call_yU3cSA6ZVa05x581uiSYW8De",
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|           "content": [
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|             {
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|               "type": "text",
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|               "text": "knowledge_search tool found 3 chunks:\nBEGIN of knowledge_search tool results.\n"
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|             },
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|             {
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|               "type": "text",
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|             },
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|             {
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|               "type": "text",
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|             {
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|               "type": "text",
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|             },
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|             {
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|               "type": "text",
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|               "text": "END of knowledge_search tool results.\n"
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|             },
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|             {
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|               "type": "text",
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|             }
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|       ],
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|       "stream": true,
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|       "tools": [
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|           "type": "function",
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|           "function": {
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|             "name": "knowledge_search",
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|             "description": "Search for information in a database.",
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|             "parameters": {
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|               "type": "object",
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|               "properties": {
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|                 "query": {
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|                   "type": "string",
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|                   "description": "The query to search for. Can be a natural language sentence or keywords."
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|                 }
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|               "required": [
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|                 "query"
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