ChromaDB

Open-source embedding database for AI applications

⭐16,000
Data ToolsFree (open-source)
🌐 Visit Website📦 GitHub

About ChromaDB

ChromaDB is the simplest vector database for AI applications. It provides an easy-to-use Python and JavaScript SDK for storing and querying embeddings, making it the most popular choice for prototyping RAG applications.

Features

✦Vector search
✦Embeddings
✦Python/JS SDK
✦Simple API
✦Local + cloud

Pros & Cons

Pros

  • +Simplest API of any vector DB
  • +Python + JavaScript SDKs
  • +In-memory or persistent storage
  • +Great for prototyping
  • +Open-source

Cons

  • −Not ideal for massive scale
  • −Limited query capabilities vs Qdrant
  • −No built-in clustering
  • −Young project

Platforms

LinuxmacOSWindowsDocker

Tags

#vector-db#embeddings#rag#open-source

Similar Tools

Qdrant

High-performance vector database for AI applications

Free (open-source) + Cloud

Firecrawl

Turn websites into LLM-ready markdown or structured data

Free (open-source) + Cloud

Docling

IBM's document conversion tool for AI pipelines

Free (open-source)

Weaviate

Open-source vector database with built-in AI modules

Free (open-source) + Cloud

Need help choosing?

Compare ChromaDB with alternatives side by side

Compare Tools →