Chroma Python Packages

openrazer-win

OpenRazer for Windows 10/11 — Razer keyboard, mouse and mousepad control in user space. No Synapse, no kernel driver, no dependencies. 267 devices.

janus-llm

Leveraging LLMs for modernization through intelligent chunking, iterative prompting and reflection, and retrieval augmented generation (RAG).

cortexm

Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.

pyllmsearch

Querying local documents, powered by LLM

clef-rag

Clef-steered ingestion and retrieval for any vector database: Cloudflare Workers AI, self-hosted, or local Clef / Clef-flash weights

context-m-langchain

Deterministic agent memory. μ=0. Free, local, forever. Mem0-compatible.

chatdocs

Chat with your documents offline using AI.

ragfallback

ragfallback is a Python library that prevents silent RAG failures — chunk quality, retrieval fallback, adaptive querying, and answer evaluation in one package.

gitmind-cli

Understand your repository's past, present, and future. Install and use 👇

smallevals

smallevals — CPU-fast, GPU-blazing fast offline retrieval evaluation for RAG systems with tiny QA models.

elysium-knowledge-repository

Elysium Knowledge Repository is an open source initiative to embed all of Humanity's multi-modal knowledge and wisdom.

spriteworkflow

Convert video into spritesheets with background removal, grid packing, and validation reports.

woyn

The open source AI capability substrate. One CLI for chat, retrieve, transcribe, crawl, image, voice, and document extraction — all local, all open source