chromadb

Version: 0.5.5 Git ref: refs/tags/0.5.5 Build Date: 2024-07-23T01:01 PIP Package: chroma-0.5.5.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.5.5 DockerHub Image: chromadb/chroma:0.5.5

What's Changed

• [PERF] Better tracing for storage access by @HammadB in https://github.com/chroma-core/chroma/pull/2500
• [BUG] Fix cross version persistence tests after 0.5.4 release by @HammadB in https://github.com/chroma-core/chroma/pull/2501
• [BLD] reduce max number of examples on slow prop test preset by @codetheweb in https://github.com/chroma-core/chroma/pull/2504
• [PERF] Trace block read size by @HammadB in https://github.com/chroma-core/chroma/pull/2505
• [ENH] Binary search for blockfile get() by @sanketkedia in https://github.com/chroma-core/chroma/pull/2506
• [ENH] Debuggable test_sanity by @sanketkedia in https://github.com/chroma-core/chroma/pull/2507
• [PERF] Materialization traces by @HammadB in https://github.com/chroma-core/chroma/pull/2508
• [ENH] Add collection id as log entry in test_embeddings by @sanketkedia in https://github.com/chroma-core/chroma/pull/2472
• [BUG] fix issue when deleting->adding same ID before index is persisted by @codetheweb in https://github.com/chroma-core/chroma/pull/2512
• [BUG] fix persistent HNSW parameter migration by @codetheweb in https://github.com/chroma-core/chroma/pull/2511
• [ENH] updates & invalid operations should also trigger persisting of local HNSW by @codetheweb in https://github.com/chroma-core/chroma/pull/2499
• [BUG] fix invalid operation persist check by @codetheweb in https://github.com/chroma-core/chroma/pull/2520
• [ENH] delete collection during teardown of state machine by @codetheweb in https://github.com/chroma-core/chroma/pull/2521
• [ENH] Use foyer for block cache by @Ishiihara in https://github.com/chroma-core/chroma/pull/2431
• [ENH] Introduce stream abstraction and enable concurrency test for blockfile by @Ishiihara in https://github.com/chroma-core/chroma/pull/2454
• [ENH] Allow cache eviction for HNSW provider by @Ishiihara in https://github.com/chroma-core/chroma/pull/2484
• [BUG] CHROMA_SERVER_NOFILE cannot be overriden with env var in container by @tazarov in https://github.com/chroma-core/chroma/pull/2209
• [ENH] Use instrumented tracing for HNSW provider file read by @Ishiihara in https://github.com/chroma-core/chroma/pull/2525
• [BLD] Allow query/compactor to specify tolerations in k8s by @HammadB in https://github.com/chroma-core/chroma/pull/2527
• [RELEASE] Release helm 0.1.4 by @HammadB in https://github.com/chroma-core/chroma/pull/2530
• [CLN] Make LocalStorage use sync filesystem APIs by @Ishiihara in https://github.com/chroma-core/chroma/pull/2531
• [BUG] fix HNSW param defaults in new configuration logic & require batch_size < sync_threshold by @codetheweb in https://github.com/chroma-core/chroma/pull/2526
• [BUG]: fix missing record in query result when many records were deleted and pending persist by @codetheweb in https://github.com/chroma-core/chroma/pull/2532
• [CLN] Move max_block_size_bytes to block_manager_config by @Ishiihara in https://github.com/chroma-core/chroma/pull/2535
• [TST] Get ts-integration-test.sh script working locally by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/2518
• [ENH] simplify logic for when to persist index changes by @codetheweb in https://github.com/chroma-core/chroma/pull/2539
• [ENH] Add an init method that eagerly reports errors with the tenant or DB by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/2537
• [BUG] debug nightly tests timing out by @codetheweb in https://github.com/chroma-core/chroma/pull/2538
• Revert "[ENH] simplify logic for when to persist index changes" by @codetheweb in https://github.com/chroma-core/chroma/pull/2544
• [TST] Enable cache eviction for shuttle concurrency test by @Ishiihara in https://github.com/chroma-core/chroma/pull/2546
• [ENH] Add error trace in log service for GetAllCollectionInfoToCompact by @sanketkedia in https://github.com/chroma-core/chroma/pull/2548
• [BLD] log artifacts per python version by @sanketkedia in https://github.com/chroma-core/chroma/pull/2556
• [CHORE] bump hnswlib by @codetheweb in https://github.com/chroma-core/chroma/pull/2558
• [RELEASE] 0.5.5 by @codetheweb in https://github.com/chroma-core/chroma/pull/2559

Full Changelog: https://github.com/chroma-core/chroma/compare/0.5.4...0.5.5

Version: 0.5.4 Git ref: refs/tags/0.5.4 Build Date: 2024-07-11T02:31 PIP Package: chroma-0.5.4.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.5.4 DockerHub Image: chromadb/chroma:0.5.4

What's Changed

• [ENH] Timeout log client by @HammadB in https://github.com/chroma-core/chroma/pull/2369
• [ENH] Timeout for s3 storage by @HammadB in https://github.com/chroma-core/chroma/pull/2370
• [ENH] Add timeout for sysdb client. Also add interceptor by @HammadB in https://github.com/chroma-core/chroma/pull/2371
• [ENH] use httpx over requests by @codetheweb in https://github.com/chroma-core/chroma/pull/2336
• [BLD] Fix for JS package in GH by @tazarov in https://github.com/chroma-core/chroma/pull/2345
• [ENH] Enable test_embeddings by @sanketkedia in https://github.com/chroma-core/chroma/pull/2376
• [ENH] Emulate sqlite fts in brute force metadata filtering by @sanketkedia in https://github.com/chroma-core/chroma/pull/2366
• [ENH] handle panics in query service by @codetheweb in https://github.com/chroma-core/chroma/pull/2375
• [BUG]: Fix cross version compatibility 0.5.0 or lower with 0.5.1+ by @tazarov in https://github.com/chroma-core/chroma/pull/2378
• [DOC]: Fix a typo in comment section in chromadb/db/system.py by @imaffe in https://github.com/chroma-core/chroma/pull/2386
• [ENH] 1965 Split up embedding functions by @nablabits in https://github.com/chroma-core/chroma/pull/2034
• [ENH] Min compaction size by @HammadB in https://github.com/chroma-core/chroma/pull/2346
• [ENH] add panics to tracing by @codetheweb in https://github.com/chroma-core/chroma/pull/2382
• [BLD] deploy preview of docs in PRs by @codetheweb in https://github.com/chroma-core/chroma/pull/2391
• [BLD] remove old artifacts from bleeding release by @codetheweb in https://github.com/chroma-core/chroma/pull/2392
• Revert "[ENH] 1965 Split up embedding functions" by @atroyn in https://github.com/chroma-core/chroma/pull/2394
• [BUG] 1965 Split up embedding functions - Redux by @atroyn in https://github.com/chroma-core/chroma/pull/2395
• [DOC] fix: add github link and update discord invite link by @zacatac in https://github.com/chroma-core/chroma/pull/2387
• [BUG] debug proto not included in release by @codetheweb in https://github.com/chroma-core/chroma/pull/2411
• [BLD] slight speed up by caching built Rust dependencies by @codetheweb in https://github.com/chroma-core/chroma/pull/2413
• [ENH] openapi types for better codegen by @jeffchuber in https://github.com/chroma-core/chroma/pull/2416
• [BLD] use Depot by @codetheweb in https://github.com/chroma-core/chroma/pull/2414
• [CLN] Remove test file by @HammadB in https://github.com/chroma-core/chroma/pull/2423
• [TST] Property Test Generation Fixes by @HammadB in https://github.com/chroma-core/chroma/pull/2383
• [PERF] Use binary search in positional posting list by @HammadB in https://github.com/chroma-core/chroma/pull/2424
• [ENH] add image tags to db migration jobs by @codetheweb in https://github.com/chroma-core/chroma/pull/2425
• [ENH] Add sync point to test_filtering + fix issues by @sanketkedia in https://github.com/chroma-core/chroma/pull/2388
• [ENH] clean up component channels by @codetheweb in https://github.com/chroma-core/chroma/pull/2429
• [ENH] Add collection repr by @HammadB in https://github.com/chroma-core/chroma/pull/2433
• [BUG] Ensure arrow sizing is correct / 64 byte aligned by @HammadB in https://github.com/chroma-core/chroma/pull/2426
• [PERF] Use orjson in client by @HammadB in https://github.com/chroma-core/chroma/pull/2434
• [ENH] add (optional) request/reply semantics for component handlers by @codetheweb in https://github.com/chroma-core/chroma/pull/2428
• [ENH] Configurable block size by @HammadB in https://github.com/chroma-core/chroma/pull/2439
• [ENH] Fix issues + add sync point to test embeddings by @sanketkedia in https://github.com/chroma-core/chroma/pull/2397
• [BUG]: Compatibility for included for 0.5.0 and earlier by @tazarov in https://github.com/chroma-core/chroma/pull/2445
• [ENH] Read from hnsw cache by @HammadB in https://github.com/chroma-core/chroma/pull/2443
• [BUG] Log purge off by one by @HammadB in https://github.com/chroma-core/chroma/pull/2436
• [BUG] fix consumable join handle panicking after clone by @codetheweb in https://github.com/chroma-core/chroma/pull/2448
• [ENH] S3 Retry by @HammadB in https://github.com/chroma-core/chroma/pull/2457
• [ENH] Compaction error replies by @HammadB in https://github.com/chroma-core/chroma/pull/2456
• [BUG] Allow hnswlinb to single record persist test by @HammadB in https://github.com/chroma-core/chroma/pull/2449
• [BUG] debug docs search by @jeffchuber in https://github.com/chroma-core/chroma/pull/2460
• [ENH] Support metadata update to value of different type by @sanketkedia in https://github.com/chroma-core/chroma/pull/2463
• [BLD] Pin Jaeger version by @sanketkedia in https://github.com/chroma-core/chroma/pull/2465
• [BLD] Service logs as artifacts by @sanketkedia in https://github.com/chroma-core/chroma/pull/2464
• [CLN] Compactor should tolerate all errors or panic by @HammadB in https://github.com/chroma-core/chroma/pull/2467
• [CLN] Don't trace expected error case by @HammadB in https://github.com/chroma-core/chroma/pull/2468
• [BUG]: Thin client imports by @tazarov in https://github.com/chroma-core/chroma/pull/2466
• [CLN] Increasing timeouts && S3 storage error tracing by @HammadB in https://github.com/chroma-core/chroma/pull/2471
• [CLN] Make memberlist reset() not wait longer than it needs to by @HammadB in https://github.com/chroma-core/chroma/pull/2473
• [CLN] ServerAPI to use Collection model by @atroyn in https://github.com/chroma-core/chroma/pull/2300
• [ENH] Collection Configuration Storage by @atroyn in https://github.com/chroma-core/chroma/pull/2338
• [CLN] component recv message span name by @HammadB in https://github.com/chroma-core/chroma/pull/2475
• [BLD] run intensive distributed property tests nightly by @codetheweb in https://github.com/chroma-core/chroma/pull/2469
• [BUG] Make go sysdb return created flag. Respect created flag by @HammadB in https://github.com/chroma-core/chroma/pull/2476
• [TST] ML sleep by @HammadB in https://github.com/chroma-core/chroma/pull/2480
• [CHORE] Add tracing for task names, materialize logs tracing, and pull logs count by @HammadB in https://github.com/chroma-core/chroma/pull/2479
• [BLD] fix docs preview trigger by @codetheweb in https://github.com/chroma-core/chroma/pull/2481
• [ENH] catch panics in handlers by @codetheweb in https://github.com/chroma-core/chroma/pull/2442
• [BUG] Fix 3.12 cross version persist tests by building the wheel manu… by @HammadB in https://github.com/chroma-core/chroma/pull/2482
• [CHORE] Add tracing to blockfile gets by @HammadB in https://github.com/chroma-core/chroma/pull/2485
• [BUG] Fix add -> wait for compaction -> delete -> add case by @sanketkedia in https://github.com/chroma-core/chroma/pull/2474
• [CLN] LogRecord TypedDict attr name incorrect by @HammadB in https://github.com/chroma-core/chroma/pull/2486
• [CLN]: Replacing FastAPI HTTPException with custom ChromaAuthError in basic/token auth by @tazarov in https://github.com/chroma-core/chroma/pull/2477
• [ENH] catch panics in task operators by @codetheweb in https://github.com/chroma-core/chroma/pull/2450
• [RELEASE] Release 0.5.4. Pin hnswlib upgrade. Configuration b/w compat. by @HammadB in https://github.com/chroma-core/chroma/pull/2496
• [BUG][TST] Fix thin client package test by @HammadB in https://github.com/chroma-core/chroma/pull/2497

New Contributors

• @imaffe made their first contribution in https://github.com/chroma-core/chroma/pull/2386
• @nablabits made their first contribution in https://github.com/chroma-core/chroma/pull/2034
• @zacatac made their first contribution in https://github.com/chroma-core/chroma/pull/2387

Full Changelog: https://github.com/chroma-core/chroma/compare/0.5.3...0.5.4

Version: 0.5.3 Git ref: refs/tags/0.5.3 Build Date: 2024-06-18T19:57 PIP Package: chroma-0.5.3.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.5.3 DockerHub Image: chromadb/chroma:0.5.3

What's Changed

• [BUG] remove hypothesis from prod code path by @codetheweb in https://github.com/chroma-core/chroma/pull/2373
• [RELEASE] 0.5.3 by @codetheweb in https://github.com/chroma-core/chroma/pull/2374

Full Changelog: https://github.com/chroma-core/chroma/compare/0.5.2...0.5.3

Version: 0.5.2 Git ref: refs/tags/0.5.2 Build Date: 2024-06-18T07:07 PIP Package: chroma-0.5.2.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.5.2 DockerHub Image: chromadb/chroma:0.5.2

What's Changed

• [ENH] Get vectors orchestrator by @HammadB in https://github.com/chroma-core/chroma/pull/2348
• [DOC]: Fix missing OpenLIT reference in Integration sidenav by @patcher9 in https://github.com/chroma-core/chroma/pull/2339
• [DOC] clarify that the async client is always available by @codetheweb in https://github.com/chroma-core/chroma/pull/2365
• [BUG] Mat logs should not populate invalid Adds by @sanketkedia in https://github.com/chroma-core/chroma/pull/2363
• [CLN] Refactor log materializer to not need to pass in offset id explicitly for readers by @sanketkedia in https://github.com/chroma-core/chroma/pull/2354
• [ENH] Handle metadata deletes + fix bugs related to Updates/deletes in the metadata writer by @sanketkedia in https://github.com/chroma-core/chroma/pull/2344
• [RELEASE] 0.5.2 by @HammadB in https://github.com/chroma-core/chroma/pull/2368

Full Changelog: https://github.com/chroma-core/chroma/compare/0.5.1...0.5.2

Version: 0.5.0 Git ref: refs/tags/0.5.0 Build Date: 2024-04-23T23:09 PIP Package: chroma-0.5.0.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.5.0 DockerHub Image: chromadb/chroma:0.5.0

What's Changed

• [ENH] Helm chart by @beggers in https://github.com/chroma-core/chroma/pull/1776
• [CLN] Fix CI and a couple other cleanups by @beggers in https://github.com/chroma-core/chroma/pull/1788
• [ENH] get collection info for compactor by @weiligu in https://github.com/chroma-core/chroma/pull/1778
• [ENH]: add rate limiting by @nicolasgere in https://github.com/chroma-core/chroma/pull/1728
• [PERF]: Minor docker compose quality of life improvements by @tazarov in https://github.com/chroma-core/chroma/pull/1753
• [ENH]: make rust docker image build faster with cache by @nicolasgere in https://github.com/chroma-core/chroma/pull/1730
• [ENH] readme for local postgres setup by @weiligu in https://github.com/chroma-core/chroma/pull/1795
• [ENH] FE talks to logservice by @weiligu in https://github.com/chroma-core/chroma/pull/1793
• [ENH]: add quota add limit by @nicolasgere in https://github.com/chroma-core/chroma/pull/1789
• [ENH]: add grpc python client interceptor by @nicolasgere in https://github.com/chroma-core/chroma/pull/1802
• [ENH] Refactor k8s manifests for configurability by @beggers in https://github.com/chroma-core/chroma/pull/1808
• [ENH]: go grpc interceptor server by @nicolasgere in https://github.com/chroma-core/chroma/pull/1803
• [ENH] add log id to pullLogs response by @weiligu in https://github.com/chroma-core/chroma/pull/1809
• [ENH]: rename go module and move to shared pkg by @nicolasgere in https://github.com/chroma-core/chroma/pull/1810
• [ENH] Add rust client to log service by @Ishiihara in https://github.com/chroma-core/chroma/pull/1811
• [DOC] Update pull_request_template.md by @HammadB in https://github.com/chroma-core/chroma/pull/1824
• [BLD] Remove hosted chroma workflow dispatches by @beggers in https://github.com/chroma-core/chroma/pull/1832
• [ENH]: OpenCLIP EF device param by @tazarov in https://github.com/chroma-core/chroma/pull/1806
• [BUG]: Added missing $not_contains operator for WhereDocument by @tazarov in https://github.com/chroma-core/chroma/pull/1781
• [BUG]: Deleting FTS entries upon deletion of individual records by @tazarov in https://github.com/chroma-core/chroma/pull/1689
• [ENH]: Updates to validation errors by @tazarov in https://github.com/chroma-core/chroma/pull/1703
• [DOC] add a bit more detail to the js client DEVELOP.md by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/1829
• [ENH]: add grpc client interceptor by @nicolasgere in https://github.com/chroma-core/chroma/pull/1818
• [ENH] remove sysdb cache by @weiligu in https://github.com/chroma-core/chroma/pull/1835
• [ENH] helm chart tweaks by @beggers in https://github.com/chroma-core/chroma/pull/1836
• [ENH] Helm CD to hosted by @beggers in https://github.com/chroma-core/chroma/pull/1840
• [ENH] Blockfile provider by @HammadB in https://github.com/chroma-core/chroma/pull/1819
• [CLN] Run coordinator in /bin/sh by @beggers in https://github.com/chroma-core/chroma/pull/1816
• [ENH] log service staging by @weiligu in https://github.com/chroma-core/chroma/pull/1843
• [ENH] Add system scheduler to allow tasks to run with a schedule by @Ishiihara in https://github.com/chroma-core/chroma/pull/1839
• [ENH] Arrow-backed block by @HammadB in https://github.com/chroma-core/chroma/pull/1820
• [ENH] Block builder by @HammadB in https://github.com/chroma-core/chroma/pull/1821
• [ENH] Block iterator by @HammadB in https://github.com/chroma-core/chroma/pull/1822
• [DOC] Update and rename README to README.md by @HammadB in https://github.com/chroma-core/chroma/pull/1848
• [ENH] Compactor scheduler with system by @Ishiihara in https://github.com/chroma-core/chroma/pull/1844
• [TST] Scheduler test fix by @HammadB in https://github.com/chroma-core/chroma/pull/1851
• [TST] fix flacky coordinator tests by @weiligu in https://github.com/chroma-core/chroma/pull/1852
• [ENH] last compaction time by @weiligu in https://github.com/chroma-core/chroma/pull/1856
• [BLD] Add docker arg to build in release mode by @HammadB in https://github.com/chroma-core/chroma/pull/1859
• [ENH] Block delta by @HammadB in https://github.com/chroma-core/chroma/pull/1823
• [ENH] Sparse index by @HammadB in https://github.com/chroma-core/chroma/pull/1825
• [BUG]: fix auth by @nicolasgere in https://github.com/chroma-core/chroma/pull/1864
• [CHORE] add .chrome_env file to the gitignore by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/1834
• [ENH] Add Arrow-backed blockfile by @HammadB in https://github.com/chroma-core/chroma/pull/1846
• [ENH] Add arrow blockfile provider by @HammadB in https://github.com/chroma-core/chroma/pull/1847
• [CLN] Apply Prettier Config to JS Client Repo by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/1831
• [ENH] Add Segment Interfaces by @HammadB in https://github.com/chroma-core/chroma/pull/1853
• [ENH] Property testing for metadata indices by @beggers in https://github.com/chroma-core/chroma/pull/1794
• [ENH] Add uint blockfile key/val by @HammadB in https://github.com/chroma-core/chroma/pull/1854
• [ENH] fush API for compactor by @weiligu in https://github.com/chroma-core/chroma/pull/1869
• Revert "[ENH] fush API for compactor" by @beggers in https://github.com/chroma-core/chroma/pull/1874
• [ENH] Compactor flush by @weiligu in https://github.com/chroma-core/chroma/pull/1879
• [CLN] Clean up k8s, rename services and values by @beggers in https://github.com/chroma-core/chroma/pull/1881
• [ENH] Let us specify sysdbMigration target by @beggers in https://github.com/chroma-core/chroma/pull/1886
• [ENH] Run the sysdb migration in sh so we can do env var substitition by @beggers in https://github.com/chroma-core/chroma/pull/1887
• [BUG] install jq in migration, not sysdb by @beggers in https://github.com/chroma-core/chroma/pull/1894
• [ENH] Add push based operators, centralized dispatch, hardcode query plan as state machine by @HammadB in https://github.com/chroma-core/chroma/pull/1888
• [ENH] Clean DB before applying (for now) by @beggers in https://github.com/chroma-core/chroma/pull/1896
• [BUG] Wipe sysdb and reapply schema each time by @beggers in https://github.com/chroma-core/chroma/pull/1898
• [BUG] Add logservice config to query service by @beggers in https://github.com/chroma-core/chroma/pull/1900
• [TST] Add test that the default config loads and parses by @HammadB in https://github.com/chroma-core/chroma/pull/1901
• [ENH] Add end_timestamp to PullLog API by @Ishiihara in https://github.com/chroma-core/chroma/pull/1897
• [ENH] Add query-service server by @HammadB in https://github.com/chroma-core/chroma/pull/1899
• [BLD] Auto rebuild protos if they change in rust by @HammadB in https://github.com/chroma-core/chroma/pull/1902
• [ENH] Operator/Executor error handling by @HammadB in https://github.com/chroma-core/chroma/pull/1903
• [ENH] Implement the PullLog operator by @Ishiihara in https://github.com/chroma-core/chroma/pull/1906
• [ENH] Seed distributed sysdb by @beggers in https://github.com/chroma-core/chroma/pull/1909
• [ENH] Add brute force operator by @HammadB in https://github.com/chroma-core/chroma/pull/1907
• [BUG] Rename memberlist to match new memberlist name by @HammadB in https://github.com/chroma-core/chroma/pull/1910
• [BUG] Make memberlist name configurable by @HammadB in https://github.com/chroma-core/chroma/pull/1911
• [CHORE] Go Memberlist debug by @HammadB in https://github.com/chroma-core/chroma/pull/1913
• [CLN] Add trace for memberlist update by @HammadB in https://github.com/chroma-core/chroma/pull/1912
• [BUG] remove query service build cache - breaks staging by @beggers in https://github.com/chroma-core/chroma/pull/1917
• [ENH] Add optional kwargs when initialising SentenceTransformerEmbeddingFunction class by @sumaiyah in https://github.com/chroma-core/chroma/pull/1891
• [PERF] Make tilt and docker faster by @beggers in https://github.com/chroma-core/chroma/pull/1920
• [BUG] Point query service to the right logservice port by @beggers in https://github.com/chroma-core/chroma/pull/1921
• [BUG] Use nano seconds as end_timestamp by @Ishiihara in https://github.com/chroma-core/chroma/pull/1918
• [BUG] Log service incorrectly doesn't hydrate collection id by @HammadB in https://github.com/chroma-core/chroma/pull/1922
• [BUG] Log service N+1 query by @HammadB in https://github.com/chroma-core/chroma/pull/1923
• [BUG] Rust server should wire up system by @HammadB in https://github.com/chroma-core/chroma/pull/1924
• [CLN] Clean up log error message by @HammadB in https://github.com/chroma-core/chroma/pull/1925
• [BUG] BF operator should min(data, k) to prevent panic by @HammadB in https://github.com/chroma-core/chroma/pull/1926
• [ENH] make hnsw query orchestrator use BF operator by @HammadB in https://github.com/chroma-core/chroma/pull/1927
• [BUG] Fix as_nanos bad merge by @HammadB in https://github.com/chroma-core/chroma/pull/1928
• [CLN] Remove pulsar from python codebase by @HammadB in https://github.com/chroma-core/chroma/pull/1932
• [ENH] DataChunk abstraction with PullLog, Group and BF by @Ishiihara in https://github.com/chroma-core/chroma/pull/1929
• [CLN] Rename SubmitEmbeddingRecord to OperationRecord. Remove Topic concept from Segment/Collection. by @HammadB in https://github.com/chroma-core/chroma/pull/1933
• [CLN] Restructure EmbeddingRecord -> LogRecord. Use 'log_offset' as term instead of 'id' by @HammadB in https://github.com/chroma-core/chroma/pull/1934
• [ENH]: Ollama embedding function by @tazarov in https://github.com/chroma-core/chroma/pull/1813
• [ENH] Remove seq_id from protos, record and result types. Refactor rust to use LogRecord / OperationRecord by @HammadB in https://github.com/chroma-core/chroma/pull/1935
• [CLN] Stop clearing the sysdb on each deploy by @beggers in https://github.com/chroma-core/chroma/pull/1941
• [CLN] Create public if not exists by @beggers in https://github.com/chroma-core/chroma/pull/1943
• [ENH] Add compaction service memberlist propagation by @Ishiihara in https://github.com/chroma-core/chroma/pull/1946
• [ENH] Compaction manager by @Ishiihara in https://github.com/chroma-core/chroma/pull/1944
• [ENH] Compaction service setup by @Ishiihara in https://github.com/chroma-core/chroma/pull/1945
• [CLN] Remove unused worker_entrypoint by @Ishiihara in https://github.com/chroma-core/chroma/pull/1954
• [CLN] Change Task to CompactionJob for higher level compaction work d… by @Ishiihara in https://github.com/chroma-core/chroma/pull/1955
• [BUG] Fix memberlist manager to only list memberlist with the provide… by @Ishiihara in https://github.com/chroma-core/chroma/pull/1956
• [ENH] Add memberlist for compaction service by @Ishiihara in https://github.com/chroma-core/chroma/pull/1949
• [ENH] Create RoboflowEmbeddingFunction by @capjamesg in https://github.com/chroma-core/chroma/pull/1434
• [CLN] Clean up unused imports by @Ishiihara in https://github.com/chroma-core/chroma/pull/1959
• [ENH] Support langchain embedding functions with chroma by @Mihir1003 in https://github.com/chroma-core/chroma/pull/1880
• [ENH]: refactoring log service by @nicolasgere in https://github.com/chroma-core/chroma/pull/1958
• [PERF]: Improved server-side serialization with orjson + async by @tazarov in https://github.com/chroma-core/chroma/pull/1938
• [ENH]: Add property test log service by @nicolasgere in https://github.com/chroma-core/chroma/pull/1969
• [BUG] QuotaEnforcer fails to check out the corner cases. by @lizhiyuell in https://github.com/chroma-core/chroma/pull/1966
• [ENH]: Use new log service by @nicolasgere in https://github.com/chroma-core/chroma/pull/1971
• [CLN] Remove unused dependency and move rayon to dev dependency by @Ishiihara in https://github.com/chroma-core/chroma/pull/1981
• [CLN] Remove pulsar as a dependency to sysdb by @Ishiihara in https://github.com/chroma-core/chroma/pull/1982
• [BUG]: Trace decorator fix - local segment manager by @tazarov in https://github.com/chroma-core/chroma/pull/1978
• [CHORE]: expose jaeger frontend by @nicolasgere in https://github.com/chroma-core/chroma/pull/1974
• [BUG] Add proper locking before modifying the ip to key map by @Ishiihara in https://github.com/chroma-core/chroma/pull/1984
• [ENH]: Improved error reporting by @AlabasterAxe in https://github.com/chroma-core/chroma/pull/1817
• [ENH]: use env variable for log database migration url by @nicolasgere in https://github.com/chroma-core/chroma/pull/1983
• [CLN] Remove pulsar admin in golang by @Ishiihara in https://github.com/chroma-core/chroma/pull/1990
• [ENH] Batch process pod events for memberlist manager by @Ishiihara in https://github.com/chroma-core/chroma/pull/1988
• [ENH] Add graceful shutdown to query and compaction service by @Ishiihara in https://github.com/chroma-core/chroma/pull/1992
• [CLN] Remove unused dependency in frontend service by @Ishiihara in https://github.com/chroma-core/chroma/pull/1989
• [ENH] Use lister to update the memberlist by @Ishiihara in https://github.com/chroma-core/chroma/pull/1993
• [CLN]: remove unused code by @nicolasgere in https://github.com/chroma-core/chroma/pull/1994
• [BUG] Add check for empty memberlist for compactor scheduler by @Ishiihara in https://github.com/chroma-core/chroma/pull/1998
• [ENH] Fetch last compaction time from sysdb by @Ishiihara in https://github.com/chroma-core/chroma/pull/1997
• [ENH] Only update memberlist when their is a change by @Ishiihara in https://github.com/chroma-core/chroma/pull/2002
• [BUG] Fix memberlist manager flaky test by @Ishiihara in https://github.com/chroma-core/chroma/pull/2008
• [ENH] Add flush sysdb to compactor by @Ishiihara in https://github.com/chroma-core/chroma/pull/2003
• [ENH] Rust write segments and flush S3 operator skeleton by @Ishiihara in https://github.com/chroma-core/chroma/pull/2009
• [ENH] Make TestSysDb thread safe by @Ishiihara in https://github.com/chroma-core/chroma/pull/2010
• [ENH]: Add offset/limit collection sysdb by @nicolasgere in https://github.com/chroma-core/chroma/pull/1999
• [BUG] Make the gracefulperiod to be 0 for pod deletion by @Ishiihara in https://github.com/chroma-core/chroma/pull/2011
• [ENH] Simplify auth and correctly overwrite singleton tenant+db by @beggers in https://github.com/chroma-core/chroma/pull/1970
• [BUG] Fix JS client regression by @ibratoev in https://github.com/chroma-core/chroma/pull/2026
• [TST] Try to fix a sporadic test failure by @ibratoev in https://github.com/chroma-core/chroma/pull/2030
• [ENH]: use name/uuid to get collection by @nicolasgere in https://github.com/chroma-core/chroma/pull/2040
• [BLD] add lint workflow by @codetheweb in https://github.com/chroma-core/chroma/pull/2045
• [RELEASE] Release 0.5.0 by @beggers in https://github.com/chroma-core/chroma/pull/2047

New Contributors

• @AlabasterAxe made their first contribution in https://github.com/chroma-core/chroma/pull/1829
• @sumaiyah made their first contribution in https://github.com/chroma-core/chroma/pull/1891
• @capjamesg made their first contribution in https://github.com/chroma-core/chroma/pull/1434
• @Mihir1003 made their first contribution in https://github.com/chroma-core/chroma/pull/1880
• @lizhiyuell made their first contribution in https://github.com/chroma-core/chroma/pull/1966
• @codetheweb made their first contribution in https://github.com/chroma-core/chroma/pull/2045

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.24...0.5.0

Version: 0.4.24 Git ref: refs/tags/0.4.24 Build Date: 2024-02-28T00:38 PIP Package: chroma-0.4.24.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.24 DockerHub Image: chromadb/chroma:0.4.24

What's Changed

• [ENH] Metadata indices by @beggers in https://github.com/chroma-core/chroma/pull/1724
• [PERF]: use tilt test ci by @nicolasgere in https://github.com/chroma-core/chroma/pull/1727
• [ENH] Make PositionalPostingListBuilder incremental by @beggers in https://github.com/chroma-core/chroma/pull/1750
• [ENH] Add PR title checker by @beggers in https://github.com/chroma-core/chroma/pull/1761
• [ENH] Blockstore-based full-text search by @beggers in https://github.com/chroma-core/chroma/pull/1759
• [ENH] Push logs with grpc error handling by @weiligu in https://github.com/chroma-core/chroma/pull/1749
• [BUG] Fix PR title regex by @beggers in https://github.com/chroma-core/chroma/pull/1766
• [ENH] Server side pull logs by @weiligu in https://github.com/chroma-core/chroma/pull/1764
• [CLN] Turn PR title checker back on :/ by @beggers in https://github.com/chroma-core/chroma/pull/1768
• [BUG] Fix test flakiness by @beggers in https://github.com/chroma-core/chroma/pull/1765
• [CLN] Remove ChromaResponse in favor of endpoint-specific responses by @beggers in https://github.com/chroma-core/chroma/pull/1767
• [CLN] Move go/coordinator to go/ since there's more stuff there by @beggers in https://github.com/chroma-core/chroma/pull/1769
• [ENH] increase log id by collection by @weiligu in https://github.com/chroma-core/chroma/pull/1774
• [BUG] Fix circular import when initializing a client with basic auth by @beggers in https://github.com/chroma-core/chroma/pull/1775
• [BUG]: fix server quota error handling by @nicolasgere in https://github.com/chroma-core/chroma/pull/1779
• [BUG] Add "RELEASE" to PR title checker by @beggers in https://github.com/chroma-core/chroma/pull/1785
• [RELEASE] 0.4.24 by @beggers in https://github.com/chroma-core/chroma/pull/1786

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.23...0.4.24

Version: 0.4.23 Git ref: refs/tags/0.4.23 Build Date: 2024-02-22T22:36 PIP Package: chroma-0.4.23.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.23 DockerHub Image: chromadb/chroma:0.4.23

What's Changed

• Fix coordinator segfault, gitignore tests, CI by @beggers in https://github.com/chroma-core/chroma/pull/1553
• Add Amazon Bedrock Embedding function by @chezou in https://github.com/chroma-core/chroma/pull/1361
• [BUG] Fix flaky test due to collection comparisons by @Ishiihara in https://github.com/chroma-core/chroma/pull/1563
• [BUG] Fix config in go service to use default bind address. reverts p… by @HammadB in https://github.com/chroma-core/chroma/pull/1564
• [BUG] Run SysDB Tests in minikube cluster in CI by @HammadB in https://github.com/chroma-core/chroma/pull/1565
• [BUG]: Fix for failing chromadb-client build by @tazarov in https://github.com/chroma-core/chroma/pull/1561
• Revert "[BUG]: Fix for failing chromadb-client build" by @beggers in https://github.com/chroma-core/chroma/pull/1569
• [BUG] Fix integration test by @Ishiihara in https://github.com/chroma-core/chroma/pull/1570
• Make build an explicit dependency for client by @beggers in https://github.com/chroma-core/chroma/pull/1574
• Fixed typo for Readability by @shmohit2002 in https://github.com/chroma-core/chroma/pull/1571
• identity to equality check by @carlsonp in https://github.com/chroma-core/chroma/pull/1566
• Update README.md by @s-gyan in https://github.com/chroma-core/chroma/pull/1594
• Release 0.4.22 by @beggers in https://github.com/chroma-core/chroma/pull/1605
• ENH: Added emojis for issue templates and a config.yml file to redirect to discord for help/doubts/questions by @Sai-Suraj-27 in https://github.com/chroma-core/chroma/pull/1583
• Fix sysdb test flakiness by @beggers in https://github.com/chroma-core/chroma/pull/1608
• TYP: Fixed type annotations based on required python versions by @Sai-Suraj-27 in https://github.com/chroma-core/chroma/pull/1582
• ENH: Fixed raising TypeError instead or ValueError for invalid type by @Sai-Suraj-27 in https://github.com/chroma-core/chroma/pull/1602
• [CLN] Import json at top-level in embedding_functions by @beggers in https://github.com/chroma-core/chroma/pull/1562
• Default Embedding Function for JS by @jeffchuber in https://github.com/chroma-core/chroma/pull/1382
• Replace ONNXMiniLM_L6_V2._init_model_and_tokenizer with tokenizer and model cached properties by @gsakkis in https://github.com/chroma-core/chroma/pull/1194
• CLN: Updated versions of flake8 and pre-commit-hooks and modified files accordingly by @Sai-Suraj-27 in https://github.com/chroma-core/chroma/pull/1575
• Using existing exceptions defined and newly defined exceptions to alter behavior of the get_collection, create_collectionanddelete_collection` methods by @bhashithe-air in https://github.com/chroma-core/chroma/pull/991
• [BUG]: Client dependency fix by @tazarov in https://github.com/chroma-core/chroma/pull/1617
• [BUG]Type errors in embading function #1169 by @DevMadhav13 in https://github.com/chroma-core/chroma/pull/1517
• ENH: Validate response of embedding function to be in the expected format during runtime by @GauravWaghmare in https://github.com/chroma-core/chroma/pull/1615
• [BUG]: Removed single-quote in Docker env files for auth examples and blueprints by @tazarov in https://github.com/chroma-core/chroma/pull/1612
• [ENH]: CLI log path parameter support by @tazarov in https://github.com/chroma-core/chroma/pull/1631
• [ENH] Add rust protobufs and conversion. Add build.rs, protobufs, and conversions by @HammadB in https://github.com/chroma-core/chroma/pull/1513
• [ENH] Add rust hnswlib bindings, index interface by @HammadB in https://github.com/chroma-core/chroma/pull/1516
• [ENH] Add component system + memberlist provider by @HammadB in https://github.com/chroma-core/chroma/pull/1519
• [ENH] add Rust pulsar and topic management by @HammadB in https://github.com/chroma-core/chroma/pull/1528
• [ENH] Rust SysDB by @HammadB in https://github.com/chroma-core/chroma/pull/1529
• [ENH] Add rust message id conversion for pulsar by @HammadB in https://github.com/chroma-core/chroma/pull/1531
• [ENH] Refactor system to allow mutable handles, wrapped messages, single M recievers by @HammadB in https://github.com/chroma-core/chroma/pull/1539
• [ENH] Add ingest dispatch + scheduler + segment by @HammadB in https://github.com/chroma-core/chroma/pull/1542
• [ENH] Add rust grpc server by @HammadB in https://github.com/chroma-core/chroma/pull/1548
• [BUG] UUID should be uuid type not str by @HammadB in https://github.com/chroma-core/chroma/pull/1644
• [BUG] update openai api in example (#1640) by @nicolasgere in https://github.com/chroma-core/chroma/pull/1641
• [BUG] Fix coordinator pulsar tenant and namespace by @HammadB in https://github.com/chroma-core/chroma/pull/1650
• [BUG] fix docker don't shutdown gracefully by @nicolasgere in https://github.com/chroma-core/chroma/pull/1648
• [TST] Move cluster test to bigger machine, Hardcode tests to use rendezvous hash of topics by @HammadB in https://github.com/chroma-core/chroma/pull/1651
• [ENH] Add s3 storage for rust worker by @HammadB in https://github.com/chroma-core/chroma/pull/1643
• [ENH] add exponential backoff and jitter to embedding calls by @rancomp in https://github.com/chroma-core/chroma/pull/1526
• [BUG] Fix hosted chroma release trigger by @beggers in https://github.com/chroma-core/chroma/pull/1647
• 1.8.1 js release for default EF by @jeffchuber in https://github.com/chroma-core/chroma/pull/1642
• [PERF]: Optimized docker image by @tazarov in https://github.com/chroma-core/chroma/pull/1613
• [ENH]: FastAPI Shutdown hook by @tazarov in https://github.com/chroma-core/chroma/pull/1665
• [BUG] Coordinator - Find by id by @HammadB in https://github.com/chroma-core/chroma/pull/1676
• Rust worker memberlist logs by @HammadB in https://github.com/chroma-core/chroma/pull/1677
• Debug rust my ip by @HammadB in https://github.com/chroma-core/chroma/pull/1678
• More rust logs by @HammadB in https://github.com/chroma-core/chroma/pull/1679
• Create README by @HammadB in https://github.com/chroma-core/chroma/pull/1681
• [CHORE]: Moved mypy config from .ini to pyproject.toml by @tazarov in https://github.com/chroma-core/chroma/pull/1663
• Add rust worker logs by @HammadB in https://github.com/chroma-core/chroma/pull/1683
• [BUG] change rust tenant to default by @HammadB in https://github.com/chroma-core/chroma/pull/1684
• [Improvements] Manage segment cache and memory by @nicolasgere in https://github.com/chroma-core/chroma/pull/1670
• [BUG]: FTS delete by @tazarov in https://github.com/chroma-core/chroma/pull/1664
• add auth transport header to docker compose by @tonisives in https://github.com/chroma-core/chroma/pull/1653
• Tilt setup for local dev by @nicolasgere in https://github.com/chroma-core/chroma/pull/1688
• [ENH][SEC]: CIP-01022024 SSL Verify Client Config by @tazarov in https://github.com/chroma-core/chroma/pull/1604
• Dockerized chroma arguments customization by @MrZoidberg in https://github.com/chroma-core/chroma/pull/1658
• FIPS Compliance by @DueViktor in https://github.com/chroma-core/chroma/pull/1673
• [BUG]: Disallowing 0-dimensional embeddings by @tazarov in https://github.com/chroma-core/chroma/pull/1702
• [ENH]: Chroma python client orjson serialization by @tazarov in https://github.com/chroma-core/chroma/pull/1705
• [BUG]: Adding validation check for "chroma:document" in metadata. by @tazarov in https://github.com/chroma-core/chroma/pull/1718
• [ENH] Add quota component and test for static by @nicolasgere in https://github.com/chroma-core/chroma/pull/1720
• Log Service Setup by @weiligu in https://github.com/chroma-core/chroma/pull/1721
• [BUG]: Fixed test_collections.py property test by @tazarov in https://github.com/chroma-core/chroma/pull/1716
• [ENH] Basic blockfile implementation by @HammadB in https://github.com/chroma-core/chroma/pull/1726
• [BUG] Make sure Client parameters are strings by @beggers in https://github.com/chroma-core/chroma/pull/1577
• make collection_id primary key for segment, fix system tests by @weiligu in https://github.com/chroma-core/chroma/pull/1731
• [ENH] Upgrade tests and release to Python 3.12 by @atroyn in https://github.com/chroma-core/chroma/pull/1715
• [ENH] Remove ONNX Logspam by @atroyn in https://github.com/chroma-core/chroma/pull/1747
• [ENH]: update coordinator docker for faster build by @nicolasgere in https://github.com/chroma-core/chroma/pull/1729
• [RELEASE] 0.4.23 by @HammadB in https://github.com/chroma-core/chroma/pull/1758
• [TST] Peg hypothesis to working version by @HammadB in https://github.com/chroma-core/chroma/pull/1760

New Contributors

• @chezou made their first contribution in https://github.com/chroma-core/chroma/pull/1361
• @shmohit2002 made their first contribution in https://github.com/chroma-core/chroma/pull/1571
• @carlsonp made their first contribution in https://github.com/chroma-core/chroma/pull/1566
• @s-gyan made their first contribution in https://github.com/chroma-core/chroma/pull/1594
• @Sai-Suraj-27 made their first contribution in https://github.com/chroma-core/chroma/pull/1583
• @gsakkis made their first contribution in https://github.com/chroma-core/chroma/pull/1194
• @bhashithe-air made their first contribution in https://github.com/chroma-core/chroma/pull/991
• @DevMadhav13 made their first contribution in https://github.com/chroma-core/chroma/pull/1517
• @GauravWaghmare made their first contribution in https://github.com/chroma-core/chroma/pull/1615
• @nicolasgere made their first contribution in https://github.com/chroma-core/chroma/pull/1641
• @rancomp made their first contribution in https://github.com/chroma-core/chroma/pull/1526
• @MrZoidberg made their first contribution in https://github.com/chroma-core/chroma/pull/1658
• @DueViktor made their first contribution in https://github.com/chroma-core/chroma/pull/1673

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.21...0.4.23

Version: 0.4.22 Git ref: refs/tags/0.4.22 Build Date: 2024-01-03T17:15 PIP Package: chroma-0.4.22.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.22 DockerHub Image: chromadb/chroma:0.4.22

What's Changed

• Fix coordinator segfault, gitignore tests, CI by @beggers in https://github.com/chroma-core/chroma/pull/1553
• Add Amazon Bedrock Embedding function by @chezou in https://github.com/chroma-core/chroma/pull/1361
• [BUG] Fix flaky test due to collection comparisons by @Ishiihara in https://github.com/chroma-core/chroma/pull/1563
• [BUG] Fix config in go service to use default bind address. reverts p… by @HammadB in https://github.com/chroma-core/chroma/pull/1564
• [BUG] Run SysDB Tests in minikube cluster in CI by @HammadB in https://github.com/chroma-core/chroma/pull/1565
• [BUG]: Fix for failing chromadb-client build by @tazarov in https://github.com/chroma-core/chroma/pull/1561
• Revert "[BUG]: Fix for failing chromadb-client build" by @beggers in https://github.com/chroma-core/chroma/pull/1569
• [BUG] Fix integration test by @Ishiihara in https://github.com/chroma-core/chroma/pull/1570
• Make build an explicit dependency for client by @beggers in https://github.com/chroma-core/chroma/pull/1574
• Fixed typo for Readability by @shmohit2002 in https://github.com/chroma-core/chroma/pull/1571
• identity to equality check by @carlsonp in https://github.com/chroma-core/chroma/pull/1566
• Update README.md by @s-gyan in https://github.com/chroma-core/chroma/pull/1594

New Contributors

• @chezou made their first contribution in https://github.com/chroma-core/chroma/pull/1361
• @shmohit2002 made their first contribution in https://github.com/chroma-core/chroma/pull/1571
• @carlsonp made their first contribution in https://github.com/chroma-core/chroma/pull/1566
• @s-gyan made their first contribution in https://github.com/chroma-core/chroma/pull/1594

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.21...0.4.22

Version: 0.4.21 Git ref: refs/tags/0.4.21 Build Date: 2023-12-20T23:33 PIP Package: chroma-0.4.21.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.21 DockerHub Image: chromadb/chroma:0.4.21

What's Changed

• Only url.QueryEscape() username and password by @beggers in https://github.com/chroma-core/chroma/pull/1537
• JS Client: peer dependency @google/generative-ai by @LarchLiu in https://github.com/chroma-core/chroma/pull/1535
• 1.7.2 bump by @jeffchuber in https://github.com/chroma-core/chroma/pull/1547
• Remove URL-escaping for coordinator password and username by @beggers in https://github.com/chroma-core/chroma/pull/1546
• [CLN]: Clean up small nits by @tazarov in https://github.com/chroma-core/chroma/pull/1489
• [ENH] go/coordinator: grpcserver supports mTLS by @zhangjinpeng1987 in https://github.com/chroma-core/chroma/pull/1362
• JS client: fixed syntax error in npm readme by @Ymirke in https://github.com/chroma-core/chroma/pull/1492
• [ENH]: Added cohere-ai 7.0.0 support in package.json by @tazarov in https://github.com/chroma-core/chroma/pull/1460
• 1.7.3 by @jeffchuber in https://github.com/chroma-core/chroma/pull/1550
• Ask user if they want to use gpt3.5 or gpt4 in chat with your documents example by @BChip in https://github.com/chroma-core/chroma/pull/1116
• [ENH]: SHA256 sum check of Chroma's onnx model. by @tazarov in https://github.com/chroma-core/chroma/pull/1493
• [BUG] Fix failing TestCollectionDb_GetCollections by @Ishiihara in https://github.com/chroma-core/chroma/pull/1551
• [BUG] Raise exception when attempting to change DF by @reaganjlee in https://github.com/chroma-core/chroma/pull/1461
• [BUG] Fix SysDB related CI tests failure by @Ishiihara in https://github.com/chroma-core/chroma/pull/1555
• [BUG] Fix data race issue in memberlist by @Ishiihara in https://github.com/chroma-core/chroma/pull/1556
• Defer fastapi type imports in auth by @beggers in https://github.com/chroma-core/chroma/pull/1557
• Release 0.4.21 by @beggers in https://github.com/chroma-core/chroma/pull/1559

New Contributors

• @LarchLiu made their first contribution in https://github.com/chroma-core/chroma/pull/1535
• @zhangjinpeng1987 made their first contribution in https://github.com/chroma-core/chroma/pull/1362
• @Ymirke made their first contribution in https://github.com/chroma-core/chroma/pull/1492
• @BChip made their first contribution in https://github.com/chroma-core/chroma/pull/1116
• @reaganjlee made their first contribution in https://github.com/chroma-core/chroma/pull/1461

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.20...0.4.21

Version: 0.4.20 Git ref: refs/tags/0.4.20 Build Date: 2023-12-15T06:28 PIP Package: chroma-0.4.20.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.20 DockerHub Image: chromadb/chroma:0.4.20

What's Changed

• [ENH] Fix for record pagination by @jeffchuber in https://github.com/chroma-core/chroma/pull/1450
• [BUG] Bugfixes in auth overwrite by @beggers in https://github.com/chroma-core/chroma/pull/1511
• [ENH] Pagination count collections by @jeffchuber in https://github.com/chroma-core/chroma/pull/1451
• [ENH] Add rust rendezvous hashing and errors by @HammadB in https://github.com/chroma-core/chroma/pull/1508
• [ENH] Add rust assignmenment policy and config management by @HammadB in https://github.com/chroma-core/chroma/pull/1510
• [ENH] Add JinaEmbedding TypeScript client by @JoanFM in https://github.com/chroma-core/chroma/pull/1406
• Gemini by @jeffchuber in https://github.com/chroma-core/chroma/pull/1520
• CloudClient support by @jeffchuber in https://github.com/chroma-core/chroma/pull/1527
• [Release] 0.4.20 by @HammadB in https://github.com/chroma-core/chroma/pull/1530
• release JS to 1.7.1 by @jeffchuber in https://github.com/chroma-core/chroma/pull/1533

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.19...0.4.20

Version: 0.4.19 Git ref: refs/tags/0.4.19 Build Date: 2023-12-13T00:25 PIP Package: chroma-0.4.19.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.19 DockerHub Image: chromadb/chroma:0.4.19

What's Changed

• [ENH]: FastAPI Instrumentation for improved traceability by @tazarov in https://github.com/chroma-core/chroma/pull/1281
• ENH: add new setting for configuring the db migration hashing algorithm (add sha256) by @Avantol13 in https://github.com/chroma-core/chroma/pull/1383
• [BUG]: DB and tenant not properly mapped on get_collection by @tazarov in https://github.com/chroma-core/chroma/pull/1384
• add host & port comparision if both set in HttpClient and Settings param by @3cham in https://github.com/chroma-core/chroma/pull/1266
• ENH: Allow default headers to be passed to OpenAI API by @GusAntoniassi in https://github.com/chroma-core/chroma/pull/1397
• [BUG] Fix #478 by @HammadB in https://github.com/chroma-core/chroma/pull/1402
• [ENH] Adds memberlist manager by @HammadB in https://github.com/chroma-core/chroma/pull/1354
• [ENH] Update SubmitEmbeddingRecord to take collection_id. Update EmbeddingRecord to take collection_id by @HammadB in https://github.com/chroma-core/chroma/pull/1359
• [ENH] Add rendezvous hashing to go and python. Add Assignment policy to go so it can be used in future commits by @HammadB in https://github.com/chroma-core/chroma/pull/1360
• [ENH] Worker Topic Assignment by @HammadB in https://github.com/chroma-core/chroma/pull/1376
• [ENH] Proxy assignment by @HammadB in https://github.com/chroma-core/chroma/pull/1378
• feat: add Jina AI embedding function by @JoanFM in https://github.com/chroma-core/chroma/pull/1324
• Pass input_type to cohere embedding models by @beggers in https://github.com/chroma-core/chroma/pull/1407
• [CLN] Warn when chroma_server_nofile is higher than sys hard limit by @beggers in https://github.com/chroma-core/chroma/pull/1409
• [ENH] Add schema migration to the go coordinator by @Ishiihara in https://github.com/chroma-core/chroma/pull/1365
• Release 0.4.18 by @beggers in https://github.com/chroma-core/chroma/pull/1415
• [ENH] Verify clients use HTTP 1.1 + by @atroyn in https://github.com/chroma-core/chroma/pull/1416
• [CLN]: Numpy version alignment by @tazarov in https://github.com/chroma-core/chroma/pull/1422
• [CLN]: Removing pydantic < 2.0 upper bound in python client by @tazarov in https://github.com/chroma-core/chroma/pull/1421
• Opentelemetry requirements in Python client by @beggers in https://github.com/chroma-core/chroma/pull/1437
• Remove redundant check for "requests" module by @kno10 in https://github.com/chroma-core/chroma/pull/1427
• [ENH]: Embedding Function - Hugging Face Text Embedding Server by @tazarov in https://github.com/chroma-core/chroma/pull/1371
• [ENH]: Local Observability Stack with OTEL and Zipkin by @tazarov in https://github.com/chroma-core/chroma/pull/1279
• [BUG] Postgres support for metadata store by @Ishiihara in https://github.com/chroma-core/chroma/pull/1459
• [BUG] Fix Postgres connection by @Ishiihara in https://github.com/chroma-core/chroma/pull/1464
• [EHN] Add topic creation for RendezvousAssignmentPolicy by @Ishiihara in https://github.com/chroma-core/chroma/pull/1463
• [ENH]: Docker compose data volume by @tazarov in https://github.com/chroma-core/chroma/pull/1119
• [BUG]: Metada DB cleanup upon collection delete by @tazarov in https://github.com/chroma-core/chroma/pull/1320
• [ENH] add not contains filter to where clause by @weiligu in https://github.com/chroma-core/chroma/pull/1469
• Install Atlas in Coordinator's Docker container by @beggers in https://github.com/chroma-core/chroma/pull/1472
• [BUG] - corrected error response for update and upsert #1466 by @shardulkulkarni95 in https://github.com/chroma-core/chroma/pull/1470
• [BUG] Fix memberlist_manager test by @Ishiihara in https://github.com/chroma-core/chroma/pull/1476
• [BUG] Escape URLs in coordinator by @beggers in https://github.com/chroma-core/chroma/pull/1475
• [ENH]: Support numpy data types for embeddings by @tazarov in https://github.com/chroma-core/chroma/pull/1448
• [BUG] Fix typos by @omahs in https://github.com/chroma-core/chroma/pull/1477
• [ENH] Cloud client by @atroyn in https://github.com/chroma-core/chroma/pull/1462
• [ENH] add AdminClient to API, add tenancy to JS client by @jeffchuber in https://github.com/chroma-core/chroma/pull/1398
• [ENH] Add Notifications for CreateCollection and DeleteCollection by @Ishiihara in https://github.com/chroma-core/chroma/pull/1446
• [BUG] Fix go build due to sqlite dependency by @Ishiihara in https://github.com/chroma-core/chroma/pull/1486
• Install jq in Coordinator docker image by @beggers in https://github.com/chroma-core/chroma/pull/1497
• Allow overwriting of request tenant and db from auth by @beggers in https://github.com/chroma-core/chroma/pull/1498
• Add xargs to coordinator by @beggers in https://github.com/chroma-core/chroma/pull/1505
• [CHORE] Initialize rust by @HammadB in https://github.com/chroma-core/chroma/pull/1499
• [ENH] Add Rust Configuration by @HammadB in https://github.com/chroma-core/chroma/pull/1507
• [CHORE] Add Rust CI & Basic Dockerfile by @HammadB in https://github.com/chroma-core/chroma/pull/1504
• Release 0.4.19 by @beggers in https://github.com/chroma-core/chroma/pull/1509

New Contributors

• @Avantol13 made their first contribution in https://github.com/chroma-core/chroma/pull/1383
• @3cham made their first contribution in https://github.com/chroma-core/chroma/pull/1266
• @GusAntoniassi made their first contribution in https://github.com/chroma-core/chroma/pull/1397
• @JoanFM made their first contribution in https://github.com/chroma-core/chroma/pull/1324
• @kno10 made their first contribution in https://github.com/chroma-core/chroma/pull/1427
• @weiligu made their first contribution in https://github.com/chroma-core/chroma/pull/1469
• @shardulkulkarni95 made their first contribution in https://github.com/chroma-core/chroma/pull/1470
• @omahs made their first contribution in https://github.com/chroma-core/chroma/pull/1477

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.17...0.4.19

Version: 0.4.18 Git ref: refs/tags/0.4.18 Build Date: 2023-11-21T18:26 PIP Package: chroma-0.4.18.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.18 DockerHub Image: chromadb/chroma:0.4.18

What's Changed

• [ENH]: FastAPI Instrumentation for improved traceability by @tazarov in https://github.com/chroma-core/chroma/pull/1281
• ENH: add new setting for configuring the db migration hashing algorithm (add sha256) by @Avantol13 in https://github.com/chroma-core/chroma/pull/1383
• [BUG]: DB and tenant not properly mapped on get_collection by @tazarov in https://github.com/chroma-core/chroma/pull/1384
• add host & port comparision if both set in HttpClient and Settings param by @3cham in https://github.com/chroma-core/chroma/pull/1266
• ENH: Allow default headers to be passed to OpenAI API by @GusAntoniassi in https://github.com/chroma-core/chroma/pull/1397
• [BUG] Fix #478 by @HammadB in https://github.com/chroma-core/chroma/pull/1402
• [ENH] Adds memberlist manager by @HammadB in https://github.com/chroma-core/chroma/pull/1354
• [ENH] Update SubmitEmbeddingRecord to take collection_id. Update EmbeddingRecord to take collection_id by @HammadB in https://github.com/chroma-core/chroma/pull/1359
• [ENH] Add rendezvous hashing to go and python. Add Assignment policy to go so it can be used in future commits by @HammadB in https://github.com/chroma-core/chroma/pull/1360
• [ENH] Worker Topic Assignment by @HammadB in https://github.com/chroma-core/chroma/pull/1376
• [ENH] Proxy assignment by @HammadB in https://github.com/chroma-core/chroma/pull/1378
• feat: add Jina AI embedding function by @JoanFM in https://github.com/chroma-core/chroma/pull/1324
• Pass input_type to cohere embedding models by @beggers in https://github.com/chroma-core/chroma/pull/1407
• [CLN] Warn when chroma_server_nofile is higher than sys hard limit by @beggers in https://github.com/chroma-core/chroma/pull/1409
• [ENH] Add schema migration to the go coordinator by @Ishiihara in https://github.com/chroma-core/chroma/pull/1365

New Contributors

• @Avantol13 made their first contribution in https://github.com/chroma-core/chroma/pull/1383
• @3cham made their first contribution in https://github.com/chroma-core/chroma/pull/1266
• @GusAntoniassi made their first contribution in https://github.com/chroma-core/chroma/pull/1397
• @JoanFM made their first contribution in https://github.com/chroma-core/chroma/pull/1324

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.17...0.4.18

Version: 0.4.17 Git ref: refs/tags/0.4.17 Build Date: 2023-11-10T21:25 PIP Package: chroma-0.4.17.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.17 DockerHub Image: chromadb/chroma:0.4.17

What's Changed

• [BUG] Move getOrCreate logic down to system catalog by @Ishiihara in https://github.com/chroma-core/chroma/pull/1352
• [ENH] Clean up protobuf generation for golang by @Ishiihara in https://github.com/chroma-core/chroma/pull/1357
• support of OpenAI package v1.X.X for utils.OpenAIEmbeddingFunction, deployment_id parameter for openai v0.X.X by @Nayjest in https://github.com/chroma-core/chroma/pull/1338
• [ENH] Add system-catalog-provider to simplify deployment by @Ishiihara in https://github.com/chroma-core/chroma/pull/1358
• [BUG] Fix multitenancy by @HammadB in https://github.com/chroma-core/chroma/pull/1372
• [RELEASE] 0.4.17 by @HammadB in https://github.com/chroma-core/chroma/pull/1381

New Contributors

• @Nayjest made their first contribution in https://github.com/chroma-core/chroma/pull/1338

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.16...0.4.17

Version: 0.4.16 Git ref: refs/tags/0.4.16 Build Date: 2023-11-08T05:33 PIP Package: chroma-0.4.16.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.16 DockerHub Image: chromadb/chroma:0.4.16

What's Changed

• Coordinator with Database as the System Catalog by @Ishiihara in https://github.com/chroma-core/chroma/pull/1274
• [BUG][TST] Fix bug in tenant state machine test by @HammadB in https://github.com/chroma-core/chroma/pull/1288
• [BUG][TST] Fix bug in tenant state machine test by @HammadB in https://github.com/chroma-core/chroma/pull/1290
• Use in-memory catalog by @beggers in https://github.com/chroma-core/chroma/pull/1300
• [ENH]: CIP - Authorization by @tazarov in https://github.com/chroma-core/chroma/pull/1250
• Add tenant and database to the go coordinator by @Ishiihara in https://github.com/chroma-core/chroma/pull/1303
• [ENH]: Added user attributes mapping from identity to AuthzUser by @tazarov in https://github.com/chroma-core/chroma/pull/1304
• Autodeploy hosted Chroma on commits to main by @beggers in https://github.com/chroma-core/chroma/pull/1315
• [ENH]: Query by collection id by @tazarov in https://github.com/chroma-core/chroma/pull/1310
• [ENH]: Authz tenant and DB resource attribute hook by @tazarov in https://github.com/chroma-core/chroma/pull/1317
• [ENH]: Missing authz resource attribute extraction to list_collections by @tazarov in https://github.com/chroma-core/chroma/pull/1328
• js_release_alpha/1.5.12 by @jeffchuber in https://github.com/chroma-core/chroma/pull/1314
• 1.6.1 commit for JS release by @jeffchuber in https://github.com/chroma-core/chroma/pull/1337
• [BUG] Load Fixes by @HammadB in https://github.com/chroma-core/chroma/pull/1333
• [BUG] Fix bug in metadata join by @HammadB in https://github.com/chroma-core/chroma/pull/1336
• [ENH] Multimodal Embeddings by @atroyn in https://github.com/chroma-core/chroma/pull/1293
• Revert "[ENH] Multimodal Embeddings" by @atroyn in https://github.com/chroma-core/chroma/pull/1344
• More Posthog batching by @beggers in https://github.com/chroma-core/chroma/pull/1342
• [BUG] validate nofile limit in case of empty string by @HammadB in https://github.com/chroma-core/chroma/pull/1346
• [ENH] Add a better error message for HTTPClient connection errors by @HammadB in https://github.com/chroma-core/chroma/pull/1349
• [ENH] Multimodal Embedding Functions by @atroyn in https://github.com/chroma-core/chroma/pull/1345
• [BUG]: Removed defaulting HttpClient headers to empty dict by @tazarov in https://github.com/chroma-core/chroma/pull/1329
• [RELEASE] 0.4.16 by @HammadB in https://github.com/chroma-core/chroma/pull/1351
• [ENH] Fix random seed in multimodal EF test by @atroyn in https://github.com/chroma-core/chroma/pull/1353

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.15...0.4.16

Version: 0.4.15 Git ref: refs/tags/0.4.15 Build Date: 2023-10-25T16:37 PIP Package: chroma-0.4.15.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.15 DockerHub Image: chromadb/chroma:0.4.15

What's Changed

• [ENH] Add CRD backed SegmentDirectory. by @HammadB in https://github.com/chroma-core/chroma/pull/1207
• README: Fix link to sentence transformers by @kevinji in https://github.com/chroma-core/chroma/pull/1224
• [BUG]: Unpinned tqdm version in requirements.txt by @tazarov in https://github.com/chroma-core/chroma/pull/1236
• Observability cip by @beggers in https://github.com/chroma-core/chroma/pull/1219
• Further posthog improvements (and a little .gitignore) by @beggers in https://github.com/chroma-core/chroma/pull/1222
• [CLN] Move protos into IDL folder. by @HammadB in https://github.com/chroma-core/chroma/pull/1228
• [CLN] Add gitattributes entry to mark generated files by @HammadB in https://github.com/chroma-core/chroma/pull/1231
• [STACKED #1228] [ENH] Grpc Coordinator/SysDB by @HammadB in https://github.com/chroma-core/chroma/pull/1229
• [STACKED #1229] [ENH] Add a CollectionAssignmentPolicy and move topic creation into SysDB using the policy by @HammadB in https://github.com/chroma-core/chroma/pull/1237
• [STACKED #1237] [ENH] Move get_or_create into sysdb by @HammadB in https://github.com/chroma-core/chroma/pull/1242
• [ENH] OTel tracing throughout the codebase by @beggers in https://github.com/chroma-core/chroma/pull/1238
• Update pyproject.toml by @beggers in https://github.com/chroma-core/chroma/pull/1256
• Fix otel startup bug by @beggers in https://github.com/chroma-core/chroma/pull/1263
• [BUG]: Fixed a typo in metadata sqlite filtering by @tazarov in https://github.com/chroma-core/chroma/pull/1264
• [ENH]: Support for host option in CLI run command (default: localhost) by @tazarov in https://github.com/chroma-core/chroma/pull/1262
• [CLN] Remove support for 3.7, add support for 3.11 by @HammadB in https://github.com/chroma-core/chroma/pull/1255
• [BUG]: Added return of the original function result when tracer not defined by @tazarov in https://github.com/chroma-core/chroma/pull/1268
• [STACKED #1255] [ENH] Add multitenancy by @HammadB in https://github.com/chroma-core/chroma/pull/1244
• [BUG]: Removed mutable default values in Ephemeral, Persistent and Http clients by @tazarov in https://github.com/chroma-core/chroma/pull/1270
• [BUG] [TST] Multitenancy bug fix by @HammadB in https://github.com/chroma-core/chroma/pull/1276
• [RELEASE] 0.4.15 by @beggers in https://github.com/chroma-core/chroma/pull/1278

New Contributors

• @kevinji made their first contribution in https://github.com/chroma-core/chroma/pull/1224

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.14...0.4.15

Version: 0.4.14 Git ref: refs/tags/0.4.14 Build Date: 2023-10-09T22:20 PIP Package: chroma-0.4.14.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.14 DockerHub Image: chromadb/chroma:0.4.14

What's Changed

• [Bug]: Fix notifyAll deprecation by @tbetous in https://github.com/chroma-core/chroma/pull/1199
• [BUG] Update requirements for 3.11 support by @HammadB in https://github.com/chroma-core/chroma/pull/1201
• [ENH] Render.com Terraform Blueprint by @tazarov in https://github.com/chroma-core/chroma/pull/1176
• [ENH]: AWS Terraform Blueprint Improvements by @tazarov in https://github.com/chroma-core/chroma/pull/1173
• [ENH]: DO deployment blueprint by @tazarov in https://github.com/chroma-core/chroma/pull/1171
• Grpc Segments + Distributed Segment Manager by @HammadB in https://github.com/chroma-core/chroma/pull/952
• [BUG]: Chat with your documents example exhibits flaky retrieval by @atroyn in https://github.com/chroma-core/chroma/pull/1203
• [BUG]: Emergency Fix Integration Tests by @tazarov in https://github.com/chroma-core/chroma/pull/1210
• [BUG]: Python client sqlite issue by @tazarov in https://github.com/chroma-core/chroma/pull/1211
• [RELEASE] 0.4.14 by @beggers in https://github.com/chroma-core/chroma/pull/1221

New Contributors

• @tbetous made their first contribution in https://github.com/chroma-core/chroma/pull/1199

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.13...0.4.14

Version: 0.4.13 Git ref: refs/tags/0.4.13 Build Date: 2023-09-25T17:58 PIP Package: chroma-0.4.13.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.13 DockerHub Image: chromadb/chroma:0.4.13

What's Changed

• [ENH] Pulsar Producer & Consumer by @HammadB in https://github.com/chroma-core/chroma/pull/921
• [ENH]: Support for $in and $nin metadata filters by @tazarov in https://github.com/chroma-core/chroma/pull/1151
• export IncludeEnum as it is required by #get and #query by @calvintwr in https://github.com/chroma-core/chroma/pull/1167
• Fix failing example terraform by @beggers in https://github.com/chroma-core/chroma/pull/1175
• [ENH] Metric batching and more metrics by @beggers in https://github.com/chroma-core/chroma/pull/1163
• [CHORE] Add support for pydantic v2 by @HammadB in https://github.com/chroma-core/chroma/pull/1174
• [RELEASE] 0.4.13 by @HammadB in https://github.com/chroma-core/chroma/pull/1180

New Contributors

• @calvintwr made their first contribution in https://github.com/chroma-core/chroma/pull/1167

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.12...0.4.13

Version: 0.4.12 Git ref: refs/tags/0.4.12 Build Date: 2023-09-20T08:01 PIP Package: chroma-0.4.12.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.12 DockerHub Image: chromadb/chroma:0.4.12

What's Changed

• [BUG]: Docker entrypoint logging path by @tazarov in https://github.com/chroma-core/chroma/pull/1159
• [RELEASE] 0.4.12 to fix Dockerfile log issue by @HammadB in https://github.com/chroma-core/chroma/pull/1165

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.11...0.4.12

Version: 0.4.11 Git ref: refs/tags/0.4.11 Build Date: 2023-09-19T16:54 PIP Package: chroma-0.4.11.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.11 DockerHub Image: chromadb/chroma:0.4.11

What's Changed

• [ENH] initial CLI by @jeffchuber in https://github.com/chroma-core/chroma/pull/1032
• [SEC]: Bandit Scan by @tazarov in https://github.com/chroma-core/chroma/pull/1113
• Enable manual workflow trigger by @sunilkumardash9 in https://github.com/chroma-core/chroma/pull/1036
• Fix broken peer OpenAI dep dependency range by @jacoblee93 in https://github.com/chroma-core/chroma/pull/1142
• bump JS to 1.5.9 by @jeffchuber in https://github.com/chroma-core/chroma/pull/1145
• simplified ut-s by @leo-gan in https://github.com/chroma-core/chroma/pull/1071
• [ENH]: JS Client Static Token support by @tazarov in https://github.com/chroma-core/chroma/pull/1114
• [ENH]: CIP-5: Large Batch Handling Improvements Proposal by @tazarov in https://github.com/chroma-core/chroma/pull/1077
• [BUG]: Fixing broken peer deps by @tazarov in https://github.com/chroma-core/chroma/pull/1153
• [BUG]: Fixed BF index overflow issue with subsequent delete by @tazarov in https://github.com/chroma-core/chroma/pull/1150
• js 1.5.10 by @jeffchuber in https://github.com/chroma-core/chroma/pull/1155
• [BUG]: Added cohere version 6.x support in peer dependencies by @tazarov in https://github.com/chroma-core/chroma/pull/1156
• [RELEASE] JS 1.5.11 by @HammadB in https://github.com/chroma-core/chroma/pull/1161
• Release 0.4.11 by @HammadB in https://github.com/chroma-core/chroma/pull/1162

New Contributors

• @sunilkumardash9 made their first contribution in https://github.com/chroma-core/chroma/pull/1036
• @jacoblee93 made their first contribution in https://github.com/chroma-core/chroma/pull/1142

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.10...0.4.11

Version: 0.4.10 Git ref: refs/tags/0.4.10 Build Date: 2023-09-11T20:00 PIP Package: chroma-0.4.10.tar.gz Github Container Registry Image: ghcr.io/chroma-core/chroma:0.4.10 DockerHub Image: chromadb/chroma:0.4.10

What's Changed

• update JS instructions by @jeffchuber in https://github.com/chroma-core/chroma/pull/960
• [BLD] Add dockerhub support by @HammadB in https://github.com/chroma-core/chroma/pull/1112
• [BUG]: Issue where In/Nin list values by @tazarov in https://github.com/chroma-core/chroma/pull/1111
• [BUG]: URL Parsing And Validation by @tazarov in https://github.com/chroma-core/chroma/pull/1118
• [ENH] Added auth and external volume support for GCP by @tazarov in https://github.com/chroma-core/chroma/pull/1107
• [CHORE] Bump HNSWlib to latest version that has precompiled binaries by @HammadB in https://github.com/chroma-core/chroma/pull/1109
• [RELEASE] 0.4.10 by @HammadB in https://github.com/chroma-core/chroma/pull/1132

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.9...0.4.10

Version: 0.4.9 Git ref: refs/tags/0.4.9 Build Date: 2023-09-06T05:40 PIP Package: chroma-0.4.9.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.9

What's Changed

• [ENH] Added providers to onnx runtime session by @tazarov in https://github.com/chroma-core/chroma/pull/1006
• multiplatform docker release builds by @jeffchuber in https://github.com/chroma-core/chroma/pull/857
• [ENH]: JS Client Support for Auth by @tazarov in https://github.com/chroma-core/chroma/pull/1050
• [ENH]: OpenAI npm package v4 breaking changes by @tazarov in https://github.com/chroma-core/chroma/pull/1039
• [BUG] fix: numpy version compat for 3.7 vs > for cross_version_tests by @HammadB in https://github.com/chroma-core/chroma/pull/1064
• fix: use workaround for dynamic import by @perzeuss in https://github.com/chroma-core/chroma/pull/956
• [BUG]: Fixed Static Auth Token range of allowed chars by @tazarov in https://github.com/chroma-core/chroma/pull/1076
• [CLN] replaced lambdas with def by @leo-gan in https://github.com/chroma-core/chroma/pull/1070
• Add CIP-1 Allow Filtering for Collections by @Ishiihara in https://github.com/chroma-core/chroma/pull/855
• [BUG]: Local Segment Dir Removal by @tazarov in https://github.com/chroma-core/chroma/pull/1080
• [ENH]: CIP-4: In and Not In Metadata Filters by @tazarov in https://github.com/chroma-core/chroma/pull/1081
• [BUG] docker-compose default persistent directory path updated by @Benvii in https://github.com/chroma-core/chroma/pull/1046
• [ENH]: AWS Deployment by @tazarov in https://github.com/chroma-core/chroma/pull/1086
• [ENH]: Improved HttpClient URL support by @tazarov in https://github.com/chroma-core/chroma/pull/1067
• Add explicit env to docker compose so that it can hint at usage by @HammadB in https://github.com/chroma-core/chroma/pull/1088
• [BLD] Add release automation for JS client by @HammadB in https://github.com/chroma-core/chroma/pull/1091
• [BLD] Add working directory to npm run js by @HammadB in https://github.com/chroma-core/chroma/pull/1092
• [BLD] Prevent python release from running on js tag pushes by @HammadB in https://github.com/chroma-core/chroma/pull/1093
• [BLD] Release env vars save to GITHUB_ENV by @HammadB in https://github.com/chroma-core/chroma/pull/1094
• [BLD] Add install deps to JS release workflow by @HammadB in https://github.com/chroma-core/chroma/pull/1095
• [BLD] Add npm run db:run to run docker-compose up by @HammadB in https://github.com/chroma-core/chroma/pull/1097
• [RELEASE] Release JS 1.5.7 by @HammadB in https://github.com/chroma-core/chroma/pull/1090
• remove unused bin/build by @jeffchuber in https://github.com/chroma-core/chroma/pull/1099
• [RELEASE] Release 0.4.9 by @HammadB in https://github.com/chroma-core/chroma/pull/1100

New Contributors

• @leo-gan made their first contribution in https://github.com/chroma-core/chroma/pull/1070
• @Benvii made their first contribution in https://github.com/chroma-core/chroma/pull/1046

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.8...0.4.9

Version: 0.4.8 Git ref: refs/tags/0.4.8 Build Date: 2023-08-29T06:15 PIP Package: chroma-0.4.8.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.8

What's Changed

• [BUG]: Added allow_reuse=True to pydantic validators by @tazarov in https://github.com/chroma-core/chroma/pull/1054
• [BUG] Add dep fix for pydantic in thin client by @HammadB in https://github.com/chroma-core/chroma/pull/1033
• [ENH]: Auth Providers - Static API Token by @tazarov in https://github.com/chroma-core/chroma/pull/1051
• Release 0.4.8 by @HammadB in https://github.com/chroma-core/chroma/pull/1056

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.7...0.4.8

Version: 0.4.7 Git ref: refs/tags/0.4.7 Build Date: 2023-08-23T23:45 PIP Package: chroma-0.4.7.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.7

What's Changed

• feat: support conditional exports in js client by @perzeuss in https://github.com/chroma-core/chroma/pull/963
• [ENH] Max batch size warning by @HammadB in https://github.com/chroma-core/chroma/pull/995
• [ENH] Prevent unrestricted delete by @HammadB in https://github.com/chroma-core/chroma/pull/994
• [DOC] Add contributing guide to readme and check if tests pass to PR template by @HammadB in https://github.com/chroma-core/chroma/pull/987
• [ENH] CIP-2: Auth Providers Proposal by @tazarov in https://github.com/chroma-core/chroma/pull/986
• [BUG]: CIP-2 Auth Providers - Clean-up by @tazarov in https://github.com/chroma-core/chroma/pull/1025
• [BUG]: CIP-2: Fixed docker-compose.yaml to work with env file by @tazarov in https://github.com/chroma-core/chroma/pull/1030
• Release 0.4.7 by @HammadB in https://github.com/chroma-core/chroma/pull/1031

New Contributors

• @perzeuss made their first contribution in https://github.com/chroma-core/chroma/pull/963

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.6...0.4.7

Version: 0.4.6 Git ref: refs/tags/0.4.6 Build Date: 2023-08-15T05:48 PIP Package: chroma-0.4.6.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.6

What's Changed

• Serve resources from API routes ending in / by @beggers in https://github.com/chroma-core/chroma/pull/926
• clean up JS API, remove increment_index, createIndex and rawSql by @jeffchuber in https://github.com/chroma-core/chroma/pull/922
• Web AI embedder fixes by @visheratin in https://github.com/chroma-core/chroma/pull/929
• feat: Improved GCP deployment instructions by @tazarov in https://github.com/chroma-core/chroma/pull/951
• ENH: Chroma types available as top-level imports by @mcgeestocks in https://github.com/chroma-core/chroma/pull/940
• [PERF] Make the index correctly use FTS by @HammadB in https://github.com/chroma-core/chroma/pull/958
• [PERF] Batch SQLite Embeddings Queue by @HammadB in https://github.com/chroma-core/chroma/pull/959
• Where filtering with logical operators - updated examples by @tazarov in https://github.com/chroma-core/chroma/pull/966
• [TST] Fix #927 by adding hnsw params to test_vector segment tests by @HammadB in https://github.com/chroma-core/chroma/pull/974
• [DOC] Fix where documentation by @HammadB in https://github.com/chroma-core/chroma/pull/973
• [PERF] Improve performance of duplicate ID validator by @steve-marmalade in https://github.com/chroma-core/chroma/pull/947
• better resetting error messaging by @CakeCrusher in https://github.com/chroma-core/chroma/pull/918
• [PERF] SQLite fts index by @HammadB in https://github.com/chroma-core/chroma/pull/965
• Fix model download for ONNX embedder by @Josh-XT in https://github.com/chroma-core/chroma/pull/976
• Release 0.4.6 by @HammadB in https://github.com/chroma-core/chroma/pull/988

New Contributors

• @beggers made their first contribution in https://github.com/chroma-core/chroma/pull/926
• @tazarov made their first contribution in https://github.com/chroma-core/chroma/pull/951
• @mcgeestocks made their first contribution in https://github.com/chroma-core/chroma/pull/940
• @steve-marmalade made their first contribution in https://github.com/chroma-core/chroma/pull/947

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.5...0.4.6

Version: 0.4.5 Git ref: refs/tags/0.4.5 Build Date: 2023-08-04T06:35 PIP Package: chroma-0.4.5.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.5

What's Changed

• New starter notebook by @atroyn in https://github.com/chroma-core/chroma/pull/881
• Allow fast api to consume none for add/update types by @HammadB in https://github.com/chroma-core/chroma/pull/928
• Release 0.4.5 by @HammadB in https://github.com/chroma-core/chroma/pull/930

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.4...0.4.5

Version: 0.4.4 Git ref: refs/tags/0.4.4 Build Date: 2023-08-01T01:23 PIP Package: chroma-0.4.4.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.4

What's Changed

• Chroma 671 Add support of metadata filtering on boolean values by @Ishiihara in https://github.com/chroma-core/chroma/pull/866
• Add windows tests by @HammadB in https://github.com/chroma-core/chroma/pull/892
• switch to new clients for DEVELOP.md by @jeffchuber in https://github.com/chroma-core/chroma/pull/888
• Update chromadb/utils/embedding_functions.py by @kevinlu1248 in https://github.com/chroma-core/chroma/pull/816
• add azure openai api_version param by @l1905 in https://github.com/chroma-core/chroma/pull/832
• Ignore .conda in .dockerignore by @genewoo in https://github.com/chroma-core/chroma/pull/814
• Add LRU cache FD management by @HammadB in https://github.com/chroma-core/chroma/pull/891
• Add CIP Chroma Improvement Proposals by @Ishiihara in https://github.com/chroma-core/chroma/pull/856
• remove raw_sql and pandas by @jeffchuber in https://github.com/chroma-core/chroma/pull/902
• fix: update api request by @Dev317 in https://github.com/chroma-core/chroma/pull/890
• #913 Persistent vector segments to be cleaned up on reset() by @HammadB in https://github.com/chroma-core/chroma/pull/914
• Add py.typed file for PEP-561 compliance by @MikeBeller in https://github.com/chroma-core/chroma/pull/912
• remove create_index which we dont use by @jeffchuber in https://github.com/chroma-core/chroma/pull/903
• remove increment index by @jeffchuber in https://github.com/chroma-core/chroma/pull/906
• Fix bug in get_vectors() by properly merging by @HammadB in https://github.com/chroma-core/chroma/pull/909
• Release 0.4.4 by @HammadB in https://github.com/chroma-core/chroma/pull/916

New Contributors

• @Ishiihara made their first contribution in https://github.com/chroma-core/chroma/pull/866
• @kevinlu1248 made their first contribution in https://github.com/chroma-core/chroma/pull/816
• @l1905 made their first contribution in https://github.com/chroma-core/chroma/pull/832
• @genewoo made their first contribution in https://github.com/chroma-core/chroma/pull/814
• @Dev317 made their first contribution in https://github.com/chroma-core/chroma/pull/890
• @MikeBeller made their first contribution in https://github.com/chroma-core/chroma/pull/912

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.3...0.4.4

Version: 0.4.3 Git ref: refs/tags/0.4.3 Build Date: 2023-07-25T05:14 PIP Package: chroma-0.4.3.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.3

What's Changed

• Reenable cross version tests by @HammadB in https://github.com/chroma-core/chroma/pull/858
• update usage example to resolve tsc error by @beenotung in https://github.com/chroma-core/chroma/pull/867
• update dockerfile to include a version of gcc that supports C++11 by @petersolimine in https://github.com/chroma-core/chroma/pull/738
• bump version and release instructions by @jeffchuber in https://github.com/chroma-core/chroma/pull/835
• Bump to 0.4.3 by @HammadB in https://github.com/chroma-core/chroma/pull/871

New Contributors

• @beenotung made their first contribution in https://github.com/chroma-core/chroma/pull/867
• @petersolimine made their first contribution in https://github.com/chroma-core/chroma/pull/738

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.2...0.4.3

Version: 0.4.2 Git ref: refs/tags/0.4.2 Build Date: 2023-07-19T05:03 PIP Package: chroma-0.4.2.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.2

What's Changed

• Colab SQLite Workaround by @atroyn in https://github.com/chroma-core/chroma/pull/851
• Release 0.4.2 by @HammadB in https://github.com/chroma-core/chroma/pull/852

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.1...0.4.2

Version: 0.4.1 Git ref: refs/tags/0.4.1 Build Date: 2023-07-18T23:32 PIP Package: chroma-0.4.1.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.4.1

What's Changed

• Revert trigram tokenizer by @atroyn in https://github.com/chroma-core/chroma/pull/841
• Fix cloud formation template by @HammadB in https://github.com/chroma-core/chroma/pull/842
• Update error message to be more verbose by @HammadB in https://github.com/chroma-core/chroma/pull/843
• Release 0.4.1 by @HammadB in https://github.com/chroma-core/chroma/pull/847

Full Changelog: https://github.com/chroma-core/chroma/compare/0.4.0...0.4.1

What's Changed

• API ABC Docstrings by @atroyn in https://github.com/chroma-core/chroma/pull/803
• add header and direct url support by @jeaan123 in https://github.com/chroma-core/chroma/pull/715
• SQLite Release PR by @HammadB in https://github.com/chroma-core/chroma/pull/808
• Release 0.4.0 by @HammadB in https://github.com/chroma-core/chroma/pull/829

New Contributors

• @jeaan123 made their first contribution in https://github.com/chroma-core/chroma/pull/715

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.29...0.4.0

Version: 0.3.29 Git ref: refs/tags/0.3.29 Build Date: 2023-07-12T19:58 PIP Package: chroma-0.3.29.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.29

What's Changed

• 0.3.28 by @jeffchuber in https://github.com/chroma-core/chroma/pull/800
• Release/0.3.29 by @jeffchuber in https://github.com/chroma-core/chroma/pull/802

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.28...0.3.29

Version: 0.3.27 Git ref: refs/tags/0.3.27 Build Date: 2023-07-10T19:54 PIP Package: chroma-0.3.27.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.27

What's Changed

• [easy] remove duplicate pypika from requirements.txt by @abizerll in https://github.com/chroma-core/chroma/pull/693
• fix wrong return type by @tegardp in https://github.com/chroma-core/chroma/pull/613
• Fail validation for bools in metadata by @atroyn in https://github.com/chroma-core/chroma/pull/672
• Add embedding support for Transformers.js by @xenova in https://github.com/chroma-core/chroma/pull/664
• Return ns since epoch on /heartbeat by @kristofferostlund in https://github.com/chroma-core/chroma/pull/712
• fix JS Where type, closes #718 by @jeffchuber in https://github.com/chroma-core/chroma/pull/722
• fix(gcp): fixed terraform definitions for gcp example by @Rezrazi in https://github.com/chroma-core/chroma/pull/632
• Fixes some typos in the docstring for Python collection.add(...) call by @worldveil in https://github.com/chroma-core/chroma/pull/673
• #642 - Fix for hnswlib docker build issues by @perryrobinson in https://github.com/chroma-core/chroma/pull/690
• update client usage in example by @suhasdeshpande in https://github.com/chroma-core/chroma/pull/724
• fix cohere api key by @tonisives in https://github.com/chroma-core/chroma/pull/726
• Enable custom JS Client headers during request to Chroma Instance by @timothycarambat in https://github.com/chroma-core/chroma/pull/728
• Normalized embeddings by @albertovilla in https://github.com/chroma-core/chroma/pull/737
• Examples folder refactor by @jeffchuber in https://github.com/chroma-core/chroma/pull/736
• fix port str by @jeffchuber in https://github.com/chroma-core/chroma/pull/758
• bump JS to fix cohere embedding function by @jeffchuber in https://github.com/chroma-core/chroma/pull/742
• cohere by @jeffchuber in https://github.com/chroma-core/chroma/pull/743
• Fix types from numpy by @jeffchuber in https://github.com/chroma-core/chroma/pull/735
• API implementation for segment-based architecture by @levand in https://github.com/chroma-core/chroma/pull/662
• [Experimental] Distance distribution relevance by @atroyn in https://github.com/chroma-core/chroma/pull/762
• JS Improvements by @jeffchuber in https://github.com/chroma-core/chroma/pull/649
• Hardpin pyproject.toml to fix #774 by @HammadB in https://github.com/chroma-core/chroma/pull/783
• Release 0.3.27 by @HammadB in https://github.com/chroma-core/chroma/pull/784

New Contributors

• @abizerll made their first contribution in https://github.com/chroma-core/chroma/pull/693
• @tegardp made their first contribution in https://github.com/chroma-core/chroma/pull/613
• @xenova made their first contribution in https://github.com/chroma-core/chroma/pull/664
• @kristofferostlund made their first contribution in https://github.com/chroma-core/chroma/pull/712
• @Rezrazi made their first contribution in https://github.com/chroma-core/chroma/pull/632
• @worldveil made their first contribution in https://github.com/chroma-core/chroma/pull/673
• @suhasdeshpande made their first contribution in https://github.com/chroma-core/chroma/pull/724
• @tonisives made their first contribution in https://github.com/chroma-core/chroma/pull/726
• @timothycarambat made their first contribution in https://github.com/chroma-core/chroma/pull/728
• @albertovilla made their first contribution in https://github.com/chroma-core/chroma/pull/737

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.26...0.3.27

Version: 0.3.26 Git ref: refs/tags/0.3.26 Build Date: 2023-06-05T18:05 PIP Package: chroma-0.3.26.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.26

What's Changed

• bump JS version and update release process by @jeffchuber in https://github.com/chroma-core/chroma/pull/643
• Add a thin client by @HammadB in https://github.com/chroma-core/chroma/pull/610
• Catch and throw error in ChromaClient.getCollection by @Russell-Pollari in https://github.com/chroma-core/chroma/pull/647
• Fixed #616 by @ishaan812 in https://github.com/chroma-core/chroma/pull/619
• Web AI embedder for JS library by @visheratin in https://github.com/chroma-core/chroma/pull/633
• Improved component model by @levand in https://github.com/chroma-core/chroma/pull/629
• Finish merged TODO to merge in thin client by @HammadB in https://github.com/chroma-core/chroma/pull/658
• Fix incorrect types in QueryResponse by @Russell-Pollari in https://github.com/chroma-core/chroma/pull/661
• js 1.5.2 by @jeffchuber in https://github.com/chroma-core/chroma/pull/663
• Utils for working with Pulsar MessageIDs by @levand in https://github.com/chroma-core/chroma/pull/584
• Types in property tests by @atroyn in https://github.com/chroma-core/chroma/pull/525
• Release 0.3.26 by @HammadB in https://github.com/chroma-core/chroma/pull/670

New Contributors

• @Russell-Pollari made their first contribution in https://github.com/chroma-core/chroma/pull/647
• @ishaan812 made their first contribution in https://github.com/chroma-core/chroma/pull/619
• @visheratin made their first contribution in https://github.com/chroma-core/chroma/pull/633

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.25...0.3.26

Breaking Change

• the REST api moved from collection_name -> collection_id. All clients must update to this.

What's Changed

• Fix docker compose persistence issue and use multistage builder pattern to shrink chroma docker image by @perryrobinson in https://github.com/chroma-core/chroma/pull/456
• bump to 1.4.2. by @jeffchuber in https://github.com/chroma-core/chroma/pull/552
• Change cross version tests to use standard import from path by @HammadB in https://github.com/chroma-core/chroma/pull/557
• Switch to a model that tracks metadata instead of set in test_collections.py by @HammadB in https://github.com/chroma-core/chroma/pull/558
• Disable telemetry in CI by @levand in https://github.com/chroma-core/chroma/pull/561
• Class-based Dependency Injection by @levand in https://github.com/chroma-core/chroma/pull/480
• Add new overrides lib to pyproject.toml by @levand in https://github.com/chroma-core/chroma/pull/563
• switch to named params for JS client by @jeffchuber in https://github.com/chroma-core/chroma/pull/513
• Add organization_id to openai embeddings by @Barqawiz in https://github.com/chroma-core/chroma/pull/548
• Add bookkeep on delete by @HammadB in https://github.com/chroma-core/chroma/pull/537
• Return 0 results Instead of raising NoDatapointException on an empty filter by @HammadB in https://github.com/chroma-core/chroma/pull/575
• Validate len(array) > 0 - address #437 by @HammadB in https://github.com/chroma-core/chroma/pull/577
• When there is no data, don't error just return 0 results by @HammadB in https://github.com/chroma-core/chroma/pull/576
• add initial contributing.md doc by @jeffchuber in https://github.com/chroma-core/chroma/pull/578
• Chroma core/chrome 536 by @suitedaces in https://github.com/chroma-core/chroma/pull/568
• docker-compose data persistence fix and docker compose up without build by @NxP4Code in https://github.com/chroma-core/chroma/pull/531
• Added api_base and api_type to the OpenAIEmbeddingFunction by @sudhcha in https://github.com/chroma-core/chroma/pull/517
• Switch to ONNX model for default embedding model by @HammadB in https://github.com/chroma-core/chroma/pull/267
• DB base classes and query building tools by @levand in https://github.com/chroma-core/chroma/pull/511
• [bugfix] raises NotEnoughElementsException complaining n_results is greater than total number of elements by @Satyam-79 in https://github.com/chroma-core/chroma/pull/360
• switch to camelcase inputs by @jeffchuber in https://github.com/chroma-core/chroma/pull/587
• Add task instruction pairing to InstructorEmbeddingFunction by @marvinyan in https://github.com/chroma-core/chroma/pull/556
• Add Google Vertex Embedding Function by @Josh-XT in https://github.com/chroma-core/chroma/pull/528
• collection.delete() Bug fix by @NxP4Code in https://github.com/chroma-core/chroma/pull/592
• SQL Migration system by @levand in https://github.com/chroma-core/chroma/pull/559
• bump JS to 1.5.0 by @jeffchuber in https://github.com/chroma-core/chroma/pull/607

New Contributors

• @perryrobinson made their first contribution in https://github.com/chroma-core/chroma/pull/456
• @Barqawiz made their first contribution in https://github.com/chroma-core/chroma/pull/548
• @suitedaces made their first contribution in https://github.com/chroma-core/chroma/pull/568
• @NxP4Code made their first contribution in https://github.com/chroma-core/chroma/pull/531
• @sudhcha made their first contribution in https://github.com/chroma-core/chroma/pull/517
• @marvinyan made their first contribution in https://github.com/chroma-core/chroma/pull/556
• @Josh-XT made their first contribution in https://github.com/chroma-core/chroma/pull/528

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.23...0.3.25

Version: 0.3.23 Git ref: refs/tags/0.3.23 Build Date: 2023-05-15T22:26 PIP Package: chroma-0.3.23.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.23

What's Changed

• Add Google PaLM embedding function. by @dglazkov in https://github.com/chroma-core/chroma/pull/445
• Use collection id instead of name by @levand in https://github.com/chroma-core/chroma/pull/291
• Extend deadline for hypothesis by @HammadB in https://github.com/chroma-core/chroma/pull/504
• Add precommit hooks by @HammadB in https://github.com/chroma-core/chroma/pull/483
• Increase hnswlib num_threads to match cpu_count by @HammadB in https://github.com/chroma-core/chroma/pull/505
• Fix update_collection by @HammadB in https://github.com/chroma-core/chroma/pull/502
• Guard against missing collection in Collection hypothesis tests by @levand in https://github.com/chroma-core/chroma/pull/514
• Prevent duplicate collection names by @levand in https://github.com/chroma-core/chroma/pull/519
• Feature added: Validate that embeddings on add, query, update, upsert are numeric by @Satyam-79 in https://github.com/chroma-core/chroma/pull/481
• Fix types in hnswlib.py by @HammadB in https://github.com/chroma-core/chroma/pull/522
• Adds device (cuda) option for TransformerEmbeddingFunction by @spartanhaden in https://github.com/chroma-core/chroma/pull/331
• Add ability to pass model name to CohereEmbeddingFunction by @naynaly10 in https://github.com/chroma-core/chroma/pull/382
• added missing embedding_function param in get_or_create_collection by @shivankar-p in https://github.com/chroma-core/chroma/pull/307
• Add Python 3.10.0 note to DEVELOP.md by @dglazkov in https://github.com/chroma-core/chroma/pull/444
• Add example demonstrating using openai & cohere embeddings by @fr0th in https://github.com/chroma-core/chroma/pull/321
• Fix types in fastapi server and related files by @HammadB in https://github.com/chroma-core/chroma/pull/524
• Fix query bug by @HammadB in https://github.com/chroma-core/chroma/pull/532
• Add Text2VecEmbeddingFunction by @rxy1212 in https://github.com/chroma-core/chroma/pull/417
• Python docstings and types for docs by @jeffchuber in https://github.com/chroma-core/chroma/pull/541
• Release 0.3.23 by @HammadB in https://github.com/chroma-core/chroma/pull/550

New Contributors

• @dglazkov made their first contribution in https://github.com/chroma-core/chroma/pull/445
• @Satyam-79 made their first contribution in https://github.com/chroma-core/chroma/pull/481
• @spartanhaden made their first contribution in https://github.com/chroma-core/chroma/pull/331
• @rxy1212 made their first contribution in https://github.com/chroma-core/chroma/pull/417

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.22...0.3.23

Version: 0.3.22 Git ref: refs/tags/0.3.22 Build Date: 2023-05-08T19:46 PIP Package: chroma-0.3.22.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.22

What's Changed

• fix typo in DEVELOP.md by @eltociear in https://github.com/chroma-core/chroma/pull/317
• updated n_results parameter in example query by @shivankar-p in https://github.com/chroma-core/chroma/pull/319
• Change the spelling of Srart to Start by @pkiage in https://github.com/chroma-core/chroma/pull/310
• Remove sudo usage from Google Cloud deployment example by @Alw3ys in https://github.com/chroma-core/chroma/pull/259
• add running js tests, currently all pass by @jeffchuber in https://github.com/chroma-core/chroma/pull/297
• [meta] add github issue templates by @sw-yx in https://github.com/chroma-core/chroma/pull/256
• [docs] add replit template to readme by @sw-yx in https://github.com/chroma-core/chroma/pull/318
• remove contact question from github issue template by @sw-yx in https://github.com/chroma-core/chroma/pull/362
• [bugfix] Ensure Openai batch embeddings are sorted by index by @ashwinsr in https://github.com/chroma-core/chroma/pull/344
• make api_key in OpenAIEmbeddingFunction optional by @fr0th in https://github.com/chroma-core/chroma/pull/320
• JS client parity and broken out tests by @jeffchuber in https://github.com/chroma-core/chroma/pull/292
• Update roadmap url by @AdjectiveAllison in https://github.com/chroma-core/chroma/pull/393
• Removing pat due to public repo being clonable with no permissions by @AdjectiveAllison in https://github.com/chroma-core/chroma/pull/392
• Fix client tests by @grishick in https://github.com/chroma-core/chroma/pull/402
• Fix OpenAIEmbeddingFunction in JS to use passed model name by @naynaly10 in https://github.com/chroma-core/chroma/pull/381
• Remove duplication from .gitignore by @naynaly10 in https://github.com/chroma-core/chroma/pull/376
• much improved doc strings for client by @jeffchuber in https://github.com/chroma-core/chroma/pull/290
• swap axios for fetch in the JS client by @jeffchuber in https://github.com/chroma-core/chroma/pull/409
• Team/hypothesis tests by @HammadB in https://github.com/chroma-core/chroma/pull/474
• check for none instead of truth for optional array arguments by @schwebke in https://github.com/chroma-core/chroma/pull/408
• Upgrade to 0.3.22 by @HammadB in https://github.com/chroma-core/chroma/pull/479

New Contributors

• @shivankar-p made their first contribution in https://github.com/chroma-core/chroma/pull/319
• @pkiage made their first contribution in https://github.com/chroma-core/chroma/pull/310
• @ashwinsr made their first contribution in https://github.com/chroma-core/chroma/pull/344
• @fr0th made their first contribution in https://github.com/chroma-core/chroma/pull/320
• @AdjectiveAllison made their first contribution in https://github.com/chroma-core/chroma/pull/393
• @grishick made their first contribution in https://github.com/chroma-core/chroma/pull/402
• @naynaly10 made their first contribution in https://github.com/chroma-core/chroma/pull/381
• @schwebke made their first contribution in https://github.com/chroma-core/chroma/pull/408

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.21...0.3.22

Version: 0.3.21 Git ref: refs/tags/0.3.21 Build Date: 2023-04-05T04:10 PIP Package: chroma-0.3.21.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.21

What's Changed

• Increment version to 0.3.20 by @levand in https://github.com/chroma-core/chroma/pull/286
• Add flake8 linter, address linter issues by @HammadB in https://github.com/chroma-core/chroma/pull/287
• Fix update bug by @HammadB in https://github.com/chroma-core/chroma/pull/293
• Release 0.3.21 by @HammadB in https://github.com/chroma-core/chroma/pull/294

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.20...0.3.21

Version: 0.3.20 Git ref: refs/tags/0.3.20 Build Date: 2023-04-03T14:45 PIP Package: chroma-0.3.20.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.20

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.19...0.3.20

Version: 0.3.18 Git ref: refs/tags/0.3.18 Build Date: 2023-03-31T16:28 PIP Package: chroma-0.3.18.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.18

What's Changed

• Version 0.3.17 by @levand in https://github.com/chroma-core/chroma/pull/266
• Fix bug with multiple collections by @levand in https://github.com/chroma-core/chroma/pull/271
• Release 0.3.18 by @HammadB in https://github.com/chroma-core/chroma/pull/273

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.17...0.3.18

Version: 0.3.17 Git ref: refs/tags/0.3.17 Build Date: 2023-03-30T23:32 PIP Package: chroma-0.3.17.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.17

What's Changed

• Bump version by @HammadB in https://github.com/chroma-core/chroma/pull/263
• Fix bug with loading a saved index by @levand in https://github.com/chroma-core/chroma/pull/265

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.16...0.3.17

Version: 0.3.16 Git ref: refs/tags/0.3.16 Build Date: 2023-03-30T20:26 PIP Package: chroma-0.3.16.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.16

What's Changed

• fix js tests, fix bug with index deletion by @jeffchuber in https://github.com/chroma-core/chroma/pull/261

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.15...0.3.16

Version: 0.3.15 Git ref: refs/tags/0.3.15 Build Date: 2023-03-30T18:52 PIP Package: chroma-0.3.15.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.15

What's Changed

• new version by @jeffchuber in https://github.com/chroma-core/chroma/pull/246
• Support parameters for HNSW indexes using metadata by @levand in https://github.com/chroma-core/chroma/pull/245
• get current version by @jeffchuber in https://github.com/chroma-core/chroma/pull/247
• configurable cors by @jeffchuber in https://github.com/chroma-core/chroma/pull/251
• Removed unused imports by @nlsfnr in https://github.com/chroma-core/chroma/pull/197
• Google Cloud Compute deployment example by @Alw3ys in https://github.com/chroma-core/chroma/pull/229
• fixes the log for persist by @jeffchuber in https://github.com/chroma-core/chroma/pull/255
• Removed unused variables by @nlsfnr in https://github.com/chroma-core/chroma/pull/198
• Fix Collection UUID bug on DuckDB by @elozano98 in https://github.com/chroma-core/chroma/pull/257
• Fix index resize bug by @levand in https://github.com/chroma-core/chroma/pull/253
• Bump version by @HammadB in https://github.com/chroma-core/chroma/pull/262

New Contributors

• @Alw3ys made their first contribution in https://github.com/chroma-core/chroma/pull/229
• @elozano98 made their first contribution in https://github.com/chroma-core/chroma/pull/257

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.14...0.3.15

Version: 0.3.14 Git ref: refs/tags/0.3.14 Build Date: 2023-03-28T18:13 PIP Package: chroma-0.3.14.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.14

What's Changed

• create persist dir if not exist, correct logging of persistence by @jeffchuber in https://github.com/chroma-core/chroma/pull/244

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.13...0.3.14

Version: 0.3.13 Git ref: refs/tags/0.3.13 Build Date: 2023-03-27T19:10 PIP Package: chroma-0.3.13.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.13

What's Changed

• Upgrade duckdb by @HammadB in https://github.com/chroma-core/chroma/pull/239
• Release 0.3.13 by @HammadB in https://github.com/chroma-core/chroma/pull/240

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.12...0.3.13

Version: 0.3.12 Git ref: refs/tags/0.3.12 Build Date: 2023-03-26T23:36 PIP Package: chroma-0.3.12.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.12

What's Changed

• Use standardized Python logging by @levand in https://github.com/chroma-core/chroma/pull/204
• fix uvicorn command typo by @BKluwe22 in https://github.com/chroma-core/chroma/pull/207
• Add embedding wrapper for http request to hugging faces embedding api by @Laserbear in https://github.com/chroma-core/chroma/pull/217
• added support for ssl / https in fastapi client by @floleuerer in https://github.com/chroma-core/chroma/pull/208
• In my experience T5 is much better, add comment with that as an option. by @danielgross in https://github.com/chroma-core/chroma/pull/206
• fixed typos by @dbasch in https://github.com/chroma-core/chroma/pull/223
• [docs] Readme Refactor by @sw-yx in https://github.com/chroma-core/chroma/pull/222
• Added function for the Instructor models. by @dbasch in https://github.com/chroma-core/chroma/pull/230
• fix typo in DEVELOP.md by @eltociear in https://github.com/chroma-core/chroma/pull/231
• Update Collection.py by @jschachter in https://github.com/chroma-core/chroma/pull/235
• Add telemetry by @HammadB in https://github.com/chroma-core/chroma/pull/233

New Contributors

• @BKluwe22 made their first contribution in https://github.com/chroma-core/chroma/pull/207
• @Laserbear made their first contribution in https://github.com/chroma-core/chroma/pull/217
• @floleuerer made their first contribution in https://github.com/chroma-core/chroma/pull/208
• @dbasch made their first contribution in https://github.com/chroma-core/chroma/pull/223
• @sw-yx made their first contribution in https://github.com/chroma-core/chroma/pull/222
• @eltociear made their first contribution in https://github.com/chroma-core/chroma/pull/231
• @jschachter made their first contribution in https://github.com/chroma-core/chroma/pull/235

Full Changelog: https://github.com/chroma-core/chroma/compare/0.3.11...0.3.12

Version: 0.3.11 Git ref: refs/tags/0.3.11 Build Date: 2023-03-06T22:09 PIP Package: chroma-0.3.11.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.11

Version: 0.3.10 Git ref: refs/tags/0.3.10 Build Date: 2023-02-28T23:30 PIP Package: chroma-0.3.10.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.10

Version: 0.3.8 Git ref: refs/tags/0.3.8 Build Date: 2023-02-26T00:25 PIP Package: chroma-0.3.8.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.8

Version: 0.3.7 Git ref: refs/tags/0.3.7 Build Date: 2023-02-23T06:57 PIP Package: chroma-0.3.7.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.7

Version: 0.3.6 Git ref: refs/tags/0.3.6 Build Date: 2023-02-23T01:57 PIP Package: chroma-0.3.6.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.6

Version: 0.3.5 Git ref: refs/tags/0.3.5 Build Date: 2023-02-23T01:53 PIP Package: chroma-0.3.5.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.5

Version: 0.3.4 Git ref: refs/tags/0.3.4 Build Date: 2023-02-21T19:29 PIP Package: chroma-0.3.4.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.4

Version: 0.3.3 Git ref: refs/tags/0.3.3 Build Date: 2023-02-21T17:11 PIP Package: chroma-0.3.3.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.3

Version: 0.3.2 Git ref: refs/tags/0.3.2 Build Date: 2023-02-20T19:10 PIP Package: chroma-0.3.2.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.2

Version: 0.3.1 Git ref: refs/tags/0.3.1 Build Date: 2023-02-19T05:13 PIP Package: chroma-0.3.1.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.1

Version: 0.3.0 Git ref: refs/tags/0.3.0 Build Date: 2023-02-16T02:28 PIP Package: chroma-0.3.0.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.3.0

Version: 0.2.0 Git ref: refs/tags/0.2.0 Build Date: 2023-02-16T00:33 PIP Package: chroma-0.2.0.tar.gz Docker Image: ghcr.io/chroma-core/chroma:0.2.0