mirror of
https://github.com/meta-llama/llama-stack.git
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f50ce11a3b
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 ```
520 lines
16 KiB
JSON
520 lines
16 KiB
JSON
{
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"test_id": "tests/integration/responses/test_file_search.py::test_response_file_search_filter_by_category[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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"body": {
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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 all marketing reports"
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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_sfoVogRyIflBvHjg8G9ZZ52v",
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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 reports\"}"
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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_sfoVogRyIflBvHjg8G9ZZ52v",
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"content": [
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{
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"type": "text",
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"text": "knowledge_search tool found 2 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-630021438843, score: 0.7788970955409423, attributes: {'region': 'us', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'us_marketing_q1.txt', 'document_id': 'file-630021438843', 'token_count': 21.0, 'metadata_token_count': 32.0} (cite as <|file-630021438843|>)\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": "[2] document_id: file-630021438845, score: 0.74726414959878, attributes: {'region': 'eu', 'category': 'marketing', 'date': 1672531200.0, 'filename': 'eu_marketing_q1.txt', 'document_id': 'file-630021438845', 'token_count': 17.0, 'metadata_token_count': 32.0} (cite as <|file-630021438845|>)\nEuropean advertising campaign results for Q1 2023. Strong growth in EU markets.\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 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"
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}
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]
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],
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"stream": true,
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"tools": [
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{
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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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},
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"required": [
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"query"
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]
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}
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"endpoint": "/v1/chat/completions",
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"model": "gpt-4o"
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"response": {
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"obfuscation": "lYDLApf"
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}
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}
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],
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"is_streaming": true
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},
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"id_normalization_mapping": {}
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}
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