Summary
If you're building RAG apps or anything that needs semantic search over documents, this gives you a local vector database with a clean Python API. Four core functions (add, query, get, delete), built-in embedding support for OpenAI and HuggingFace, and metadata filtering that actually works. It's legitimately popular at 24k+ GitHub stars and integrates cleanly with LangChain and LlamaIndex. The persistent client mode means your embeddings survive restarts, which is table stakes but worth noting. Best for prototyping and self-hosted setups. If you need managed infrastructure or are already at scale, look at Pinecone or Weaviate instead.
Install to Claude Code
npx -y skills add orchestra-research/ai-research-skills --skill chroma --agent claude-codeInstalls into .claude/skills of the current project.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
Files
SKILL.md
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Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →
