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Open-source search and retrieval database for AI applications.

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## Description of changes Update developer information to match user site.

## Description of changes - Improvements - New CommonDB class that the DuckDB and Clickhouse class can both inherit from. DuckDB used to inherit from Clickhouse. - Applied the inheritance...

## Description of changes - New functionality - Added support for SQLite + Persistence - as per issue #400 ## Test plan - Same as DuckDB ## Documentation Changes -...

- avoids unecessary fallback to the default embedding function ## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - pass an optional `embedding_function`...

### What happened? i wrote code that inadvertently resultent in trying to `.add()` an empty array, which then resulted in an unintuitive error `IndexError: list index out of range` that...

bug

### Describe the problem The return objects for GetResult and QueryResult are confusing to many users right now as they require you to match data up to your input ordering...

enhancement
breaking change
to-discuss
by-chroma

## Description of changes Add in multiple versions of python during CI. ## Test plan These are tests ## Documentation Changes None

## Description of changes This PR adds a pre-commit hook to the project. This hook runs before each commit and checks the code for any formatting or syntax errors. If...

## Description of changes Added a very basic implementation of Google PALM API-based `EmbeddingFunction`. ## Test plan Tested with [this bit of code](https://github.com/dglazkov/chroma-fun/blob/main/main.py) ## Documentation Changes Will need to also...

### Describe the problem i often dont care about the id of my documents, i just want to throw as much into chroma as possible and only query it by...

enhancement