chroma
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Open-source search and retrieval database for AI applications.
## Description of changes These changes result in fuller blocks when using ordered writing mode, leading to less fragmentation and slightly better writing performance depending on the write pattern: ##...
The python logging configuration is non-standard and we are likely logging much more than we need to be to be able to debug the system. This issue tracks a systematic...
### Describe the problem This issue tracks the feature request to significantly improve the string filtering capabilities within Chroma's metadata. Currently, string filtering is limited to basic equality checks, which...
## Description of changes *Summarize the changes made by this PR.* - Improvements & Bug fixes - The memberlist uses k8s dns based routing for the stateful set. However, this...
### Describe the problem This issue tracks the feature request to add support for storing and querying lists as values within Chroma's metadata fields. Currently, metadata fields are limited to...
## Description of changes Closes #3296 The delete collection logic slightly changes to accomodate the fix without breaking the transactional integrity of `self._sysdb.delete_collection`. The `chromadb.segment.SegmentManager.delete_segments` had to change to accept...
### What happened? https://github.com/chroma-core/chroma/pull/3406 tripped nightly performance regression tests. ### Versions oss repo ref 39c0e420fb9933a4d194857d3b256672359d9a51. ### Relevant log output _No response_
### What happened? I can't install though my Microsoft C++ Build tools version is 14.0 and python version is 3.12.5 ### Versions Python 3.12.5 Windows 10 Microsoft C ++ Build...
### What happened? I have used this docker compose to launch a chroma db instance first: ``` networks: net: driver: bridge services: chromadb: image: chromadb/chroma:latest environment: - IS_PERSISTENT=FALSE - ANONYMIZED_TELEMETRY=${ANONYMIZED_TELEMETRY:-FALSE}...
### What happened? I am developing an application using the **OpenAI API**, combined with ChromaDB as a tool for Retrieval-Augmented Generation (**RAG**) to build a **custom responsive chatbot powered with...