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π Add tests to API
Browse files- README.md +2 -1
- qnabot/tests/test_api.py +21 -0
README.md
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@@ -44,10 +44,11 @@ app = create_app(QnABot("./mydata"))
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- [x] Local data source (directory of documents) or S3 data source
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- [x] FAISS for storing vectors / index
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- [x] Expose bot over API using FastAPI
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- [ ] Support for other vector databases (e.g. Weaviate, Pinecone)
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- [ ] Customise prompt
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- [ ] Support for LLaMA model
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- [ ] Support for Anthropic models
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- [ ] CLI / UI
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### Here's how it works
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- [x] Local data source (directory of documents) or S3 data source
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- [x] FAISS for storing vectors / index
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- [x] Expose bot over API using FastAPI
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- [ ] Integration with [guardrails](https://github.com/ShreyaR/guardrails)
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- [ ] Integration with [GPTCache](https://github.com/zilliztech/GPTCache)
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- [ ] Support for other vector databases (e.g. Weaviate, Pinecone)
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- [ ] Customise prompt
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- [ ] Support for LLaMA model
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- [ ] CLI / UI
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### Here's how it works
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qnabot/tests/test_api.py
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import json
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from fastapi.testclient import TestClient
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from qnabot import QnABot, create_app
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bot = QnABot(directory="./examples/files")
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app = create_app(bot)
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client = TestClient(app)
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def test_successful_response():
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response = client.get("/v1/ask/What is your name?")
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assert response.status_code == 200
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assert "answer" in response.json()
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assert isinstance(response.json()["answer"], str)
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def test_missing_question_parameter():
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response = client.get("/v1/ask/")
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assert response.status_code == 404
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assert response.json() == {"detail": "Not Found"}
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