{ "test_id": "tests/integration/responses/test_tool_responses.py::test_response_non_streaming_file_search[openai_client-txt=openai/gpt-4o:emb=Nomic-v1.5:dim=768-llama_experts]", "request": { "method": "POST", "url": "https://api.openai.com/v1/v1/chat/completions", "headers": {}, "body": { "model": "gpt-4o", "messages": [ { "role": "user", "content": "How many experts does the Llama 4 Maverick model have?" }, { "role": "assistant", "content": "", "tool_calls": [ { "index": 0, "id": "call_k76vUrLo0Ew7O3OJ5pSSGER9", "type": "function", "function": { "name": "knowledge_search", "arguments": "{\"query\":\"Llama 4 Maverick model number of experts\"}" } } ] }, { "role": "tool", "tool_call_id": "call_k76vUrLo0Ew7O3OJ5pSSGER9", "content": [ { "type": "text", "text": "knowledge_search tool found 1 chunks:\nBEGIN of knowledge_search tool results.\n" }, { "type": "text", "text": "[1] document_id: file-378093378930, score: 0.12350204991476797, attributes: {'filename': 'test_response_non_streaming_file_search.txt', 'document_id': 'file-378093378930', 'token_count': 10.0, 'metadata_token_count': 13.0} (cite as <|file-378093378930|>)\nLlama 4 Maverick has 128 experts\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: \"Llama 4 Maverick model number of experts\". 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, "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-c4a6ed09dda5", "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": "wVvF33K9BapOuC" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "10jewsm5S7IE3" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": " L", "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": "RNCG5HCrIC0o8O" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "lama", "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": "cSLRiEoguzrA" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "Xn0XnJWEf5Idqvv" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "4", "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": "K6x41R2rDzRfplI" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": " Maver", "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": "Vl1Bsj5W0Q" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "ick", "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": "5jTYPi4hkwhaT" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": " model", "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": "FJJSjpIZof" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": " has", "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": "IcoVllo3DHwR" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "Dg66eObHHj9eiUn" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "128", "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": "0clrNLfhsdXtj" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": " experts", "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": "dlvgXD4z" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "wWDVS2H8qILXD2" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "rYZBtrIEGeervOS" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "cXAjPUeuNMao" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "DB1xyXQfWIhgncr" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "378", "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": "lKb1xF7alJIDU" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "093", "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": "A5LK0knzRig4V" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "378", "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": "SFDdVBzdbvLdW" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [ { "delta": { "content": "930", "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": "yZuoMFyy7ADad" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "DhfNCPm78rx7w1w" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "wobQlIkgCMECx0" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "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": "HD12xocuoM" } }, { "__type__": "openai.types.chat.chat_completion_chunk.ChatCompletionChunk", "__data__": { "id": "rec-c4a6ed09dda5", "choices": [], "created": 0, "model": "gpt-4o-2024-08-06", "object": "chat.completion.chunk", "service_tier": "default", "system_fingerprint": "fp_f64f290af2", "usage": { "completion_tokens": 23, "prompt_tokens": 326, "total_tokens": 349, "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": "efps7COsqOEao" } } ], "is_streaming": true }, "id_normalization_mapping": {} }