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Open-source search and retrieval database for AI applications.

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## Description of changes - New functionality - Adds support for [FastEmbed](https://qdrant.github.io/fastembed/) - A lightweight, CPU-first embeddings library, to be used as an embedding function within Chroma. You can find...

## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - Enabled FK constraints on all connections - Fixed FK for segments to collections...

### What happened? This is used in the method `getOrCreateCollection` but not in `getCollection`: ``` if (embeddingFunction === void 0) { embeddingFunction = new DefaultEmbeddingFunction(); } ``` Without it, we...

bug
2025-review

More advanced string filtering for Metadata with $like and $nlike operators. I needed to be able to filter results based on if some metadata fields contained a certain substring, however...

### Describe the problem I create a collection with every document composed by page_content and a metadata 'style'. the text of style is some style types and joined by comma,...

enhancement

## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - ... - New functionality - This PR adds a cache for the log...

## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - / - New functionality - Completes the query merging flow by adding an...

### What happened? exec /docker_entrypoint.sh: no such file or directory ![image](https://github.com/chroma-core/chroma/assets/82490606/6f0aeca1-bb0e-411a-a163-970359ed9d82) ### Versions windows10 ### Relevant log output _No response_

installation trouble

### What happened? When trying to install chroma on python 3.12, it has to build chroma-hnswlib , since this one does not have Python 3.12 wheels. This is a blocker...

installation trouble

### Describe the problem I am weighing up the trade-off between creating thousands of chroma collections and having few collections with more complex metadata objects so that I will be...

enhancement