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Chroma Has a Free API — Here's How to Build AI Apps with the Simplest Vector Database
How-ToProgramming Languages

Chroma Has a Free API — Here's How to Build AI Apps with the Simplest Vector Database

via Dev.to PythonAlex Spinov3h ago

Why Chroma? Chroma is the simplest vector database for AI. It runs embedded in your Python or JavaScript app — no server setup, no Docker, no infrastructure. Just pip install and go. Free and open source. Chroma Cloud coming soon with managed hosting. Getting Started Python (Embedded — Zero Setup) pip install chromadb import chromadb client = chromadb . Client () # In-memory # Or persistent: # client = chromadb.PersistentClient(path="./chroma_data") # Create collection (auto-embeds with default model!) collection = client . create_collection ( name = " articles " ) # Add documents — Chroma embeds them automatically! collection . add ( documents = [ " Machine learning is transforming how we build software " , " React Server Components change the way we think about rendering " , " Docker containers simplify deployment and scaling " , " GraphQL provides a flexible alternative to REST APIs " , " Rust ' s ownership model prevents memory bugs at compile time " ], ids = [ " ml-1 " , " react-1

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