Chroma Client.
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Author: Jeff Huber
Requires Python: >=3.9
Classifiers
Programming Language
- Python :: 3
License
- OSI Approved :: Apache Software License
Operating System
- OS Independent
Chroma - the open-source embedding database.
This package is for the Python HTTP client-only library for Chroma. This client connects to the Chroma Server. If that it not what you are looking for, you might want to check out the full library.
pip install chromadb-client # python http-client only library
To connect to your server and perform operations using the client only library, you can do the following:
import chromadb
# Example setup of the client to connect to your chroma server
client = chromadb.HttpClient(host="localhost", port=8000)
collection = client.create_collection("all-my-documents")
collection.add(
documents=["This is document1", "This is document2"],
metadatas=[{"source": "notion"}, {"source": "google-docs"}], # filter on these!
ids=["doc1", "doc2"], # unique for each doc
embeddings = [[1.2, 2.1, ...], [1.2, 2.1, ...]]
)
results = collection.query(
query_texts=["This is a query document"],
n_results=2,
# where={"metadata_field": "is_equal_to_this"}, # optional filter
# where_document={"$contains":"search_string"} # optional filter
)
License
1.1.1
Oct 05, 2025
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May 24, 2023
Wheel compatibility matrix
Files in release
Extras:
None
Dependencies:
numpy
(>=1.22.5)
opentelemetry-api
(>=1.2.0)
opentelemetry-exporter-otlp-proto-grpc
(>=1.2.0)
opentelemetry-sdk
(>=1.2.0)
overrides
(>=7.3.1)
posthog
(<6.0.0,>=2.4.0)
pydantic
(>=1.9)
typing_extensions
(>=4.5.0)
tenacity
(>=8.2.3)
PyYAML
(>=6.0.0)
orjson
(>=3.9.12)
httpx
(>=0.27.0)
jsonschema
(>=4.19.0)
pybase64
(>=1.4.1)