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GitHub / chroma-core / chroma

the AI-native open-source embedding database

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/chroma-core%2Fchroma

Stars: 12,292
Forks: 1,025
Open Issues: 429

License: apache-2.0
Language: Python
Repo Size: 295 MB
Dependencies: 1,476

Created: over 1 year ago
Updated: 12 days ago
Last pushed: 14 days ago
Last synced: 14 days ago

Commit Stats

Commits: 403
Authors: 17
Mean commits per author: 23.71
Development Distribution Score: 0.417
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/chroma-core/chroma

Topics: document-retrieval, embeddings, llms

Files

Readme

Dependencies

pyproject.toml pypi

bcrypt >= 4.0.1
chroma-hnswlib ==0.7.3
fastapi >=0.95.2, <0.100.0
graphlib_backport >= 1.0.3; python_version < "3.9"
importlib-resources *
numpy == 1.21.6; python_version < "3.8"
numpy >= 1.22.5; python_version >= "3.8"
onnxruntime >= 1.14.1
overrides >= 7.3.1
posthog >= 2.4.0
pulsar-client >=3.1.0
pydantic >=1.9,<2.0
pypika >= 0.48.9
requests >= 2.28
tokenizers >= 0.13.2
tqdm >= 4.65.0
typer >= 0.9.0
typing_extensions >= 4.5.0
uvicorn [standard] >= 0.18.3

.github/workflows/chroma-test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

Dockerfile docker

python 3.10 build

docker-compose.test.yml docker

clickhouse/clickhouse-server 22.9-alpine

docker-compose.yml docker

clickhouse/clickhouse-server 22.9-alpine

requirements.txt pypi

celery ==4.4.7
clickhouse_driver ==0.2.4
duckdb ==0.5.1
fastapi ==0.85.1
hdbscan ==0.8.29
numpy ==1.21.6
pandas ==1.3.5
posthog ==2.1.2
pyarrow ==9.0.0
pydantic ==1.9.0
redis ==3.5.3
requests ==2.28.1
sentry_sdk ==1.10.1
uuid ==1.30
uvicorn ==0.18.3

requirements_dev.txt pypi

black * development
build * development
httpx * development
pytest * development
setuptools_scm * development

.github/actions/bandit-scan/action.yaml actions

Dockerfile * docker

.github/workflows/chroma-client-integration-test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/chroma-cluster-test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/chroma-integration-test.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite

.github/workflows/chroma-js-release.yml actions

actions/checkout v3 composite
actions/setup-node v3 composite

.github/workflows/chroma-release-python-client.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
pypa/gh-action-pypi-publish release/v1 composite

.github/workflows/pr-review-checklist.yml actions

actions/github-script v2 composite

.github/workflows/python-vuln.yaml actions

./.github/actions/bandit-scan/ * composite
actions/checkout v3 composite
actions/upload-artifact v3 composite

.github/actions/bandit-scan/Dockerfile docker

python 3.10-alpine build

bin/templates/docker-compose.yml docker

ghcr.io/chroma-core/chroma ${ChromaVersion}

docker-compose.server.example.yml docker

ghcr.io/chroma-core/chroma latest

docker-compose.test-auth.yml docker

clients/js/examples/browser/package.json npm

parcel ^2.6.0 development
process ^0.11.10 development
chromadb file:../..

examples/use_with/cohere/package.json npm

chromadb ^1.5.3
cohere-ai ^6.2.2

clients/python/pyproject.toml pypi

numpy >= 1.21.6
overrides >= 7.3.1
posthog >= 2.4.0
pydantic >=1.9,<2.0
requests >= 2.28
typing_extensions >= 4.5.0

examples/chat_with_your_documents/requirements.txt pypi

chromadb >=0.4.4
openai *
tqdm *

.github/workflows/chroma-release.yml actions

actions/checkout v3 composite
actions/setup-python v4 composite
docker/build-push-action v3.2.0 composite
docker/login-action v2.1.0 composite
ncipollo/release-action v1.11.1 composite
richardsimko/update-tag v1.0.5 composite

clients/js/examples/node/package.json npm

chromadb file:../..
cohere-ai ^5.0.2
express ^4.18.2
openai ^3.1.0

clients/js/package.json npm

@openapi-generator-plus/typescript-fetch-client-generator ^1.5.0 development
@types/jest ^29.5.0 development
jest ^29.5.0 development
npm-run-all ^4.1.5 development
openapi-generator-plus ^2.6.0 development
prettier 2.8.7 development
rimraf ^5.0.0 development
ts-jest ^29.1.0 development
ts-node ^10.9.1 development
tsd ^0.28.1 development
typescript ^5.0.4 development
isomorphic-fetch ^3.0.0

clients/js/examples/browser/yarn.lock npm

195 dependencies

clients/js/yarn.lock npm

601 dependencies

clients/js/examples/node/yarn.lock npm

accepts 1.3.8
array-flatten 1.1.1
asynckit 0.4.0
axios 0.26.1
body-parser 1.20.1
bytes 3.1.2
call-bind 1.0.2
chromadb 1.5.0
cohere-ai 5.0.2
combined-stream 1.0.8
content-disposition 0.5.4
content-type 1.0.5
cookie 0.5.0
cookie-signature 1.0.6
debug 2.6.9
delayed-stream 1.0.0
depd 2.0.0
destroy 1.2.0
ee-first 1.1.1
encodeurl 1.0.2
escape-html 1.0.3
etag 1.8.1
express 4.18.2
finalhandler 1.2.0
follow-redirects 1.15.2
form-data 4.0.0
forwarded 0.2.0
fresh 0.5.2
function-bind 1.1.1
get-intrinsic 1.2.0
has 1.0.3
has-symbols 1.0.3
http-errors 2.0.0
iconv-lite 0.4.24
inherits 2.0.4
ipaddr.js 1.9.1
media-typer 0.3.0
merge-descriptors 1.0.1
methods 1.1.2
mime 1.6.0
mime-db 1.52.0
mime-types 2.1.35
ms 2.0.0
ms 2.1.3
negotiator 0.6.3
object-inspect 1.12.3
on-finished 2.4.1
openai 3.1.0
parseurl 1.3.3
path-to-regexp 0.1.7
proxy-addr 2.0.7
qs 6.11.0
range-parser 1.2.1
raw-body 2.5.1
safe-buffer 5.2.1
safer-buffer 2.1.2
send 0.18.0
serve-static 1.15.0
setprototypeof 1.2.0
side-channel 1.0.4
statuses 2.0.1
toidentifier 1.0.1
type-is 1.6.18
unpipe 1.0.0
utils-merge 1.0.1
vary 1.1.2

clients/js/package-lock.json npm

515 dependencies