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title
the AI-native open-source embedding database
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the AI-native open-source embedding database
site name
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2025-12-09 01:54:13
raw text
Chroma Documentation Github Discord Blog Announcing Chroma's $18M seed round and hosted product Learn More We are hiring chroma the AI-native open-source embedding database Getting Started Colab Demo Embeddings made easy Chroma has all the tools you need to use embeddings Simple As easy as pip install , use in a notebook in 5 seconds Feature-rich Search, filtering, and more Integrations Plugs right in to LangChain, LlamaIndex, OpenAI and others JavaScript Client npm install chromadb and it ships with @types Free Apache 2.0 and open source install chroma pip install chromadb the core API is 4 commands import chromadb client = chromadb.Client() collection = client.create_collection( "sample_collection" ) # Add docs to the collection. Can also update and delete. Row-based API coming soon! collection.add( documents=[ "This is document1" , "This is document2" ], # we embed for you, or bring your own metadatas=[...
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