chroma

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[Bug]: Persistence within single program despite non-persistent clients

10

### What happened? When writing tests, I found that a Client instance set to be non-persistent will still remain in memory within the same program, and its collections will be...

adrian-valente

[ENH]: OpenAI Rate Limiting

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### What happened? In Python, I ran a collection.add on a set of documents about ~10,000. Our account is rate limited to 10,000 RPM. We kept getting rate limited when...

johnisanerd

[Bug]: Get vertex embeddings when using GoogleVertexEmbeddingFunction

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### What happened? When I call GoogleVertexEmbeddingFunction to get embeddings, it can't parse response appropriately. code before fixed: ```python if "predictions" in response: embeddings.append(response["predictions"]["embeddings"]["values"]) ``` when I print my response,...

pig7788

[ENH][SEC]: Add warning if cors is a wild card

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## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - Chroma will issue a warning at startup in server mode when a wild...

tazarov

[CHORE] added support for together ai embeddings endpoint

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## Description of changes Added support for together ai embeddings endpoint which was not present in chromadb Ref : https://docs.together.ai/docs/embeddings-rest - New functionality - together ai embedding endpoint support ##...

Govind-S-B

Add together embedding function

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## Description of changes *Summarize the changes made by this PR.* - New functionality - Adds support for the [Together](https://docs.together.ai/docs/embeddings-python) embedding function.

sunilkumardash9

[ENH] CloudflareWorkersAIEmbeddingFunction

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## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - Adds CloudflareWorkersAIEmbeddingFunction to embedding_functions.py, which lets you use [Cloudflare Workers AI](https://developers.cloudflare.com/workers-ai/models/embedding/) embedding models...

mileszim

Clean up embedding functions

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There are other issues that track this, but opening up a new issue and will link those in. The way we handle embedding functions is currently borked. Users have to...

jeffchuber

[ENH] reference api key from a .env file instead of the source code

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## Description of changes Previously, the JS example suggested users paste their API key directly into the source code. This PR updates the example to pull it from a .env...

AlabasterAxe

Size of database cannot grow larger than available RAM?

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### What happened? I just wanted to be clear. If I have only 16gb of ram on my system, that means that my ChromaDB cannot be larger than 16gb? Are...

Tylersuard