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Open-source search and retrieval database for AI applications.

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We could use a matrix test for the JS client for node version 16,18, etc.

enhancement
good first issue
by-chroma

### What happened? I'm using Chroma in a Python chat type of app in order to store what could be considered entities and to do RAG on a few hundred...

bug

### What happened? Hi Team, I noticed when I am using Client and Persistent client I am getting different docs. I have crossed check the indexes, embeddings the length of...

bug

### Describe the problem It's up to the user to select the distance metric they use with their collection. However, embedding models are trained with a pre-determined similarity metric. By...

enhancement
good first issue

Closes #2129 - Align with the JS OpenAI EF which doesn't remove new lines - The statement that new lines negatively impact performance is no longer true - https://github.com/openai/openai-python/issues/418 -...

`chromadb/test/property/test_embeddings.py`: ~40m -> ~20m (would likely continue to benefit from additional cores) Hoping to continue enabling test parallelization on a test file basis (with the end goal of all tests...

### Describe the problem Does ChromaDB support TTL for automatically evicting entries? It would be greatly beneficial if it did, as runtime servers could utilize TTL to manage memory more...

enhancement

The existing `pre-commit/mirrors-mypy` works by checking individual files and ignoring imports. This is against the whole idea of mypy and limits its benefits. Reimplement the hook to run mypy on...

## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - ... - New functionality - ... ## Test plan *How are these changes...

## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - Replaced `let` with `const` in variable declarations where variables were not reassigned within...