28 Pull requests merged by 14 people

• [BUG]: fix cross_version_persist assertion for >= 0.5.7

  #2824 merged Sep 19, 2024

• [ENH] Skip prefetch if empty

  #2822 merged Sep 19, 2024

• [ENH] Update and implement new unit test for limit/offset

  #2796 merged Sep 18, 2024

• [ENH] Refactor metadata merge operator and implement offset/limit

  #2790 merged Sep 18, 2024

• [RELEASE] 0.5.7

  #2818 merged Sep 18, 2024

• [RELEASE] 0.5.6

  #2817 merged Sep 18, 2024

• [ENH] Update client telemetry for developer cloud

  #2785 merged Sep 17, 2024

• [BUG] Fix I32Array BW compat

  #2815 merged Sep 17, 2024

• [BUG] Fix CVP tests by forcing numpy reimport

  #2814 merged Sep 17, 2024

• [CLN] Add batch size errors

  #2812 merged Sep 17, 2024

• [BUG] Test that query result shapes are correct in invariants

  #2807 merged Sep 17, 2024

• [CLN] Support numpy >=2.0

  #2811 merged Sep 17, 2024

• [BUG] - Fix tailwind themes in docs

  #2808 merged Sep 17, 2024

• [DOC]: Yarn package install in getting-started.md

  #2566 merged Sep 17, 2024

• [DOC]: Update Langchain integration example and fix broken link

  #2771 merged Sep 17, 2024

• [DOC]: remove docs for reverted JS refactor

  #2805 merged Sep 16, 2024

• [ENH] add docs for vacuum CLI command

  #2595 merged Sep 16, 2024

• [CHORE] DeprecationWarning in httpx\_content.py:202:

  #2509 merged Sep 16, 2024

• [DOC] Update the add function in the guide, which is currently using the old version with text instead of documents.

  #2550 merged Sep 16, 2024

• [DOC]: use pnpm add <pkg> instead of pnpm install <pkg>

  #2629 merged Sep 16, 2024

• [DOC] Update JS client documentation

  #2233 merged Sep 16, 2024

• [DOC] add levands clojure client to docs

  #2802 merged Sep 16, 2024

• [DOC] Add description for query_uris parameter in collection query method

  #2656 merged Sep 16, 2024

• [DOC] fix docs build

  #2794 merged Sep 15, 2024

• [CLN] Propagate errors for block get/fork

  #2778 merged Sep 13, 2024

• [BLD]: run Rust integration tests in CI

  #2787 merged Sep 13, 2024

• [CLN] Clean up misc todos

  #2780 merged Sep 13, 2024

• [CLN] Add sparse index errors

  #2793 merged Sep 13, 2024

11 Pull requests opened by 7 people

• [ENH]: add crate to manage datasets for benchmarking

  #2797 opened Sep 14, 2024

• docs: update cohere docs for Python

  #2798 opened Sep 14, 2024

• [BUG] ValueError bug for Cohere embeddings

  #2799 opened Sep 14, 2024

• [PERF] Convert embeddings representation to numpy

  #2803 opened Sep 16, 2024

• [ENH] - Fix `get_or_create_collection` semantic inconsistencies

  #2810 opened Sep 17, 2024

• [CLN] Return 409 for uniqueconstrainterrors

  #2813 opened Sep 17, 2024

• [ENH]: add full text index querying benchmark

  #2816 opened Sep 17, 2024

• [ENH] Release guide update

  #2819 opened Sep 18, 2024

• [BUG] Use optional repeated string for query metadata ids argument

  #2820 opened Sep 18, 2024

• Add Autogen integration

  #2821 opened Sep 19, 2024

• [BUG] Resolve python dev requirement conflict

  #2823 opened Sep 19, 2024

24 Issues closed by 4 people

• [Update][Internal] Update client telemetry for developer cloud

  #2770 closed Sep 17, 2024

• [Bug]: Cannot authenticate using chroma_client_auth_token_transport_header="X-Chroma-Token", in settings.

  #2809 closed Sep 17, 2024

• [Bug]: Can't set max batch size

  #2403 closed Sep 16, 2024

• Why can a local server connect to only one database?

  #2768 closed Sep 16, 2024

• [CLN] JavaScript Client Tests

  #2415 closed Sep 16, 2024

• [Bug]: Error executing model: Error computing NN outputs.

  #2555 closed Sep 16, 2024

• Chroma is running in http-only client mode, and can only be run with 'chromadb.api.fastapi.FastAPI' as the chroma_api_impl

  #2568 closed Sep 16, 2024

• [Feature Request]: Add Support for Filtering by IDs when querying a collection

  #2639 closed Sep 16, 2024

• [Feature Request]: Text Search (BM25) and Embedding Search in a single collection.query

  #2633 closed Sep 16, 2024

• Add BM25 Full Text Search algorithm for hybrid search ability to Chromadb

  #1686 closed Sep 16, 2024

• [Install issue]: Rust settings in Orjson v3.10.7

  #2648 closed Sep 16, 2024

• [Install issue]: ChromaDB Orjson Issue

  #2649 closed Sep 16, 2024

• [Bug]: uvloop does not currently support windows

  #2676 closed Sep 16, 2024

• [Bug]: No module named '"chromadb' when adding CHROMA_SERVER_AUTHN_PROVIDER="chromadb.auth.basic_authn.BasicAuthenticationServerProvider"

  #2677 closed Sep 16, 2024

• How does chroma encrypt the content of "chroma.sqlite3" ?

  #2683 closed Sep 16, 2024

• [Bug]: "n_results" not functional in .query method

  #2692 closed Sep 16, 2024

• [Bug]: AttributeError: 'NoneType' object has no attribute 'get'

  #2723 closed Sep 16, 2024

• Doubts on ChromaDB client_settings

  #2730 closed Sep 16, 2024

• [Bug]: Chroma 0.5.5 not working on intel CPU macbook

  #2731 closed Sep 16, 2024

• [Feature Request]: custome embeddiings

  #2747 closed Sep 16, 2024

• [Bug]: What's between DefaultEmbeddingFunction() and SentenceTransformerEmbeddingFunction(model_name="all-MiniLM-L6-v2")?

  #2748 closed Sep 16, 2024

• [Bug]: I'm experiencing an issue with the chroma.Client().create_collection function.

  #2754 closed Sep 16, 2024

• [Bug]: Discord Link Invalid

  #2760 closed Sep 16, 2024

• [Bug]: API basePath not being handled correctly for the JS client

  #1709 closed Sep 15, 2024

6 Issues opened by 5 people

• [Bug]: Cannot import chroma due to `TypeError: Instance and class checks can only be used with @runtime_checkable protocols`

  #2806 opened Sep 16, 2024

• Make Jest testing code more idiomatic

  #2801 opened Sep 16, 2024

• EF cleanup

  #2800 opened Sep 15, 2024

• [Bug]: HttpClient connection is very slow from Windows client to Linux server

  #2795 opened Sep 13, 2024

• [Bug]: Chroma DB returned nothing when searching on more than 7 documents

  #2792 opened Sep 13, 2024

• [Feature Request]: Allow to authenticate at GCP without api key

  #2791 opened Sep 13, 2024

52 Unresolved conversations

Sometimes conversations happen on old items that aren’t yet closed. Here is a list of all the Issues and Pull Requests with unresolved conversations.

• [ENH] Add request metadata to query vectors and retry with version mismatch

  #2069 commented on Sep 13, 2024 • 7 new comments

• [ENH] Create a CHROMA_HOME variable to alter Download Path for Emebeddings.

  #2089 commented on Sep 16, 2024 • 0 new comments

• [CLN]: Removed unused dependency cliui from package.json

  #2102 commented on Sep 17, 2024 • 0 new comments

• `BaseSettings` has been moved to the `pydantic-settings` package

  #2119 commented on Sep 16, 2024 • 0 new comments

• [TYP] Rewrite mypy precommit hook

  #2145 commented on Sep 16, 2024 • 0 new comments

• [BUG]: Cohere v5 support (Python-only)

  #2262 commented on Sep 17, 2024 • 0 new comments

• [ENH]: Enhance error messages to include actual type information

  #2301 commented on Sep 16, 2024 • 0 new comments

• [DOC] add Langtrace as otel observability tool for Chroma

  #2330 commented on Sep 16, 2024 • 0 new comments

• ENH: updated the ImageLoader data loader to work with local URIs and remote URLs

  #2402 commented on Sep 16, 2024 • 0 new comments

• Update getting-started.md

  #2421 commented on Sep 16, 2024 • 0 new comments

• Custom env var to hot swap to pysqlite3-binary

  #2430 commented on Sep 16, 2024 • 0 new comments

• [BUG]: Auth + custom headers + SSL-cert support for async client

  #2489 commented on Sep 19, 2024 • 0 new comments

• [DOC] working draft of index page revamp

  #2612 commented on Sep 16, 2024 • 0 new comments

• [DOC] getting started page refactor

  #2616 commented on Sep 16, 2024 • 0 new comments

• [ENH]: HNSW Replace Deleted flag

  #2621 commented on Sep 13, 2024 • 0 new comments

• [PERF] Add fts benchmarks

  #2625 commented on Sep 13, 2024 • 0 new comments

• Fix environment variables in GCP deployment guide

  #2661 commented on Sep 16, 2024 • 0 new comments

• [CLN] Refactor code to extract out unpacking embeddings set from existing validation logic

  #2686 commented on Sep 13, 2024 • 0 new comments

• [ENH] Generate IDs when not given in add

  #2699 commented on Sep 13, 2024 • 0 new comments

• [CLN] Move validation logic to server

  #2709 commented on Sep 13, 2024 • 0 new comments

• [ENH] Update docs for API changes related to auto ID generation

  #2719 commented on Sep 13, 2024 • 0 new comments

• Made onxxrutime an optional dependency

  #2722 commented on Sep 16, 2024 • 0 new comments

• [BUG] Pull logs should fail if requested offset has been purged

  #2746 commented on Sep 18, 2024 • 0 new comments

• [ENH] Deterministic index building

  #2755 commented on Sep 16, 2024 • 0 new comments

• [ENH] Update JS client for auto ID generation when add

  #2757 commented on Sep 13, 2024 • 0 new comments

• Fix #2762

  #2763 commented on Sep 16, 2024 • 0 new comments

• [Bug]: HNSW - Cannot return the results in a contigious 2D array. Probably ef or M is too small

  #2620 commented on Sep 13, 2024 • 0 new comments

• [Update][Accuracy] Index Parametrization

  #2285 commented on Sep 13, 2024 • 0 new comments

• [Bug]: Self-signed certificates for Chroma client

  #2733 commented on Sep 16, 2024 • 0 new comments

• Adding embeddings from an embedder that outputs iterable Array-like Objects will fail

  #2724 commented on Sep 16, 2024 • 0 new comments

• [Install issue]: Chroma Docker image Does not work properly with Custom Port and Still Persist Data Somewhere when even the configuration is set to False

  #2721 commented on Sep 16, 2024 • 0 new comments

• [Bug]: chromadb 'Collection' object has no attribute 'model_fields'

  #2687 commented on Sep 16, 2024 • 0 new comments

• [Feature Request]: Hybrid Search with BM25

  #1330 commented on Sep 16, 2024 • 0 new comments

• [Bug]: {"error":"RuntimeError('Label not found')"}

  #2619 commented on Sep 16, 2024 • 0 new comments

• Adding lists to the metadata

  #227 commented on Sep 17, 2024 • 0 new comments

• [Install issue]: Trying to deploy chromadb as a Google Cloud Run Service

  #1429 commented on Sep 18, 2024 • 0 new comments

• [Feature Request]: Stronger validation checks for static hnsw params and propagation of dynamic ones

  #1185 commented on Sep 19, 2024 • 0 new comments

• [Bug]: chromadb 0.5.4 crashes on windows

  #2513 commented on Sep 19, 2024 • 0 new comments

• [Bug]: Error chroma with protobuf

  #2571 commented on Sep 19, 2024 • 0 new comments

• Create CIP_Chroma_Id_filters.md

  #1146 commented on Sep 16, 2024 • 0 new comments

• [ENH][TST] more advanced metadata string operations filtering with $like and $nlike operators

  #1196 commented on Sep 16, 2024 • 0 new comments

• [ENH]: Add new Where / WhereDocument operators

  #1393 commented on Sep 16, 2024 • 0 new comments

• [ENH] configurable port of segment_directory

  #1401 commented on Sep 16, 2024 • 0 new comments

• Filter include

  #1626 commented on Sep 16, 2024 • 0 new comments

• Add cache_folder for SentenceTransformerEmbeddingFunction

  #1645 commented on Sep 17, 2024 • 0 new comments

• Expose ClientAPI

  #1732 commented on Sep 16, 2024 • 0 new comments

• [ENH] Compactor framework

  #1777 commented on Sep 15, 2024 • 0 new comments

• [BUG]: Fix Upsert and Update Collection handling of uris

  #1873 commented on Sep 16, 2024 • 0 new comments

• fix: allow sentence transform to choose default device

  #1915 commented on Sep 16, 2024 • 0 new comments

• [ENH]: Resiliency for local observability

  #1931 commented on Sep 17, 2024 • 0 new comments

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

  #1951 commented on Sep 17, 2024 • 0 new comments

• 确保在 index 范围之内

  #1980 commented on Sep 16, 2024 • 0 new comments