Chroma Database Tools

Tools, clients, and utilities for working with Chroma vector database including setup, data management, UI interfaces, and integration examples. Does NOT include general vector database comparisons, non-Chroma vector databases, or standalone RAG applications that merely use Chroma as a dependency.

There are 23 chroma database tools tracked. 1 score above 70 (verified tier). The highest-rated is chroma-core/chroma at 94/100 with 26,607 stars and 13,607,187 monthly downloads. 1 of the top 10 are actively maintained.

Get all 23 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=vector-db&subcategory=chroma-database-tools&limit=20"

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#	Tool	Score	Tier	Stars	Language
1	chroma-core/chroma Open-source search and retrieval database for AI applications.	94	Verified	26,607	Rust
2	amikos-tech/chroma-go The Go client for Chroma vector database	52	Established	200	Go
3	flanker/chromadb-admin Admin UI for Chroma embedding database built with Next.js	48	Emerging	277	TypeScript
4	Anush008/chromadb-rs Rust client library for ChromaDB	36	Emerging	47	Rust
5	neo-con/chromadb-tutorial This repo is a beginner's guide to using Chroma. It covers all the major...	27	Experimental	46	Python
6	Shahid-Shabbir/chroma 🎨 Visualize audio in your terminal with Chroma, a Rust-based ASCII art...	24	Experimental	2	Rust
7	amikos-tech/chroma-images Production-ready Chroma AI-native embeddings database	23	Experimental	6	Shell
8	inquiredocs/test-chroma-db Test ChromaDB	23	Experimental	1	Python
9	ACT900/chromadb-railway ChromaDB vector database template for Railway — semantic search, RAG, LLM memory	19	Experimental	—	Dockerfile
10	SmartestBotEver/1forma-vectorization Semantic search for 1Forma documentation using OpenAI embeddings and...	19	Experimental	—	Python
11	keenthinker/myChromaDbAdmin Simple user-friendly (unofficial) Chroma database administration WebUI.	19	Experimental	—	EJS
12	pari/phpMyChroma simple ChromaDB client in PHP	17	Experimental	2	PHP
13	aplaceforallmystuff/book-indexer CLI tool to index books and PDFs into ChromaDB for semantic search. Built...	15	Experimental	—	Python
14	probaku1234/chromamind Management tool for ChromaDB	15	Experimental	—	TypeScript
15	chromiodev/chromie-tool Chroma import/export tool.	12	Experimental	1	Python
16	nobleknightt/chromadb-viewer A lightweight web interface for exploring and querying ChromaDB collections...	12	Experimental	1	Python
17	flanker/chroma-db-ui A simple Ruby UI for Chroma database.	12	Experimental	17	Ruby
18	saroshfarhan/chromaDB_python Trying chromaDB for vector search	11	Experimental	—	Python
19	Neginodar/Clothing-Reviews-with-Embeddings-and-ChromaDB Minimal but advanced, notebook showcase of using OpenAI embeddings and...	11	Experimental	—	Jupyter Notebook
20	JuaniLlaberia/chroma_db Setup and configuration for running the ChromaDB vector database locally.	11	Experimental	—	Python
21	sagnikdas-ml/ChronosRank ChronosRank is a reproducible news-ranking project and live demo that...	11	Experimental	—	Python
22	poacosta/pdf-2-chroma A production-ready Python script that transforms PDF document collections...	11	Experimental	—	Python
23	SEBK4C/EasyChromaDirectories It builds vector databases in any directory you point it at, automatically...	10	Experimental	1	Python

Comparisons in this category

chroma and chromadb-admin (94 vs 48) chroma and chroma-go (94 vs 52) chroma and chromadb-rs (94 vs 36) chroma and chromadb-tutorial (94 vs 27) chroma and chroma-images (94 vs 23) chroma-go and chromadb-rs (52 vs 36)