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Chroma DB

An open-source embedding database designed to make it easy to build LLM apps by making knowledge, facts, and skills pluggable for LLMs.

Categoryai

Overview

Chroma (or Chroma DB) is a lightweight, developer-friendly vector database. It is particularly popular for local development and prototyping due to its simplicity and 'in-memory' capabilities.

Key Features

  • Simplicity: Can be set up with just a few lines of Python code.
  • In-memory or Client/Server: Can run entirely in RAM for speed or as a standalone service.
  • Built-in Embeddings: Includes support for generating embeddings automatically using popular models.

Use Cases

  • Local RAG applications.
  • Prototyping AI agents.
  • Small to medium-scale semantic search.

Related Terms

LangChainLlamaIndex