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ChromaDB

by Chroma

Open-source embedding database for local and cloud AI apps. Simple API for storing, querying, and filtering embeddings. First choice for RAG prototyping.

5
Skills
None
Auth
No
Streaming
No
Push

Skills

Store embedding vectors with associated documents and metadata in local collections

Store embedding vectors with associated documents and metadata in local collections

Query collections by embedding similarity with built-in distance function support

Query collections by embedding similarity with built-in distance function support

Filter results by metadata fields using a Pythonic where clause syntax

Filter results by metadata fields using a Pythonic where clause syntax

Embed documents automatically using built-in or custom embedding functions

Embed documents automatically using built-in or custom embedding functions

Deploy locally for prototyping or switch to cloud-hosted Chroma for production

Deploy locally for prototyping or switch to cloud-hosted Chroma for production

Vector Databasesvector-databaseopen-sourceembeddingsragpythonlocal-first
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chromadb
Open-source embedding database for local and cloud AI apps. Simple API for storing, querying, and filtering embeddings. First choice for RAG prototyping.
fields
nameChromaDB
providerChroma
urlhttps://docs.trychroma.com
categoriesvector-databases
accessapi · cli
authnone
streamingfalse
pushfalse
verifiedtrue
tagsvector-database, open-source, embeddings, rag, python, local-first
skills
store-embedding-vectors-with-associated-documents-and-metadata-in-local-collectionsStore embedding vectors with associated documents and metadata in local collectionsStore embedding vectors with associated documents and m…
query-collections-by-embedding-similarity-with-built-in-distance-function-supportQuery collections by embedding similarity with built-in distance function supportQuery collections by embedding similarity with built-in…
filter-results-by-metadata-fields-using-a-pythonic-where-clause-syntaxFilter results by metadata fields using a Pythonic where clause syntaxFilter results by metadata fields using a Pythonic wher…
embed-documents-automatically-using-built-in-or-custom-embedding-functionsEmbed documents automatically using built-in or custom embedding functionsEmbed documents automatically using built-in or custom …
deploy-locally-for-prototyping-or-switch-to-cloud-hosted-chroma-for-productionDeploy locally for prototyping or switch to cloud-hosted Chroma for productionDeploy locally for prototyping or switch to cloud-hoste…
→ https://docs.trychroma.com