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Add unit tests for vector_db.py #4082

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@sweep-nightly sweep-nightly bot commented Jun 21, 2024

Purpose

This pull request adds unit tests for the vector_db.py file, which contains the main implementation of the vector database functionality.

Description

The changes include:

  1. Setting up the test environment with pytest fixtures for mocking external dependencies like OpenAI and Redis.
  2. Writing test cases for key functions in vector_db.py, including:
    • cosine_similarity
    • chunk
    • normalize_l2
    • embed_text_array
    • openai_call_embedding with caching

The tests use mocking to simulate the behavior of external dependencies and ensure the functions work as expected.

Summary

  • Added sweepai/core/vector_db_test.py to contain the unit tests
  • Wrote tests for the following functions:
    • cosine_similarity
    • chunk
    • normalize_l2
    • embed_text_array
    • openai_call_embedding with caching
  • Used pytest fixtures to mock external dependencies like OpenAI and Redis

Suggested changes from Sweep Chat by @kevinlu1248. Continue chatting at http://localhost:3000/c/7f605494-06b7-43db-8a28-a50cbb8c92a2.

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