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 22 chroma database tools tracked. 1 score above 70 (verified tier). The highest-rated is chroma-core/chroma at 81/100 with 26,607 stars. 1 of the top 10 are actively maintained.

Get all 22 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.	81	Verified	26,607	Rust
2	amikos-tech/chroma-go The Go client for Chroma vector database	56	Established	200	Go
3	flanker/chromadb-admin Admin UI for Chroma embedding database built with Next.js	55	Established	277	TypeScript
4	Anush008/chromadb-rs Rust client library for ChromaDB	43	Emerging	47	Rust
5	neo-con/chromadb-tutorial This repo is a beginner's guide to using Chroma. It covers all the major...	34	Emerging	46	Python
6	amikos-tech/chroma-images Production-ready Chroma AI-native embeddings database	30	Emerging	6	Shell
7	inquiredocs/test-chroma-db Test ChromaDB	27	Experimental	1	Python
8	pari/phpMyChroma simple ChromaDB client in PHP	23	Experimental	2	PHP
9	keenthinker/myChromaDbAdmin Simple user-friendly (unofficial) Chroma database administration WebUI.	21	Experimental	—	EJS
10	ACT900/chromadb-railway ChromaDB vector database template for Railway — semantic search, RAG, LLM memory	21	Experimental	—	Dockerfile
11	SmartestBotEver/1forma-vectorization Semantic search for 1Forma documentation using OpenAI embeddings and...	21	Experimental	—	Python
12	flanker/chroma-db-ui A simple Ruby UI for Chroma database.	19	Experimental	17	Ruby
13	nobleknightt/chromadb-viewer A lightweight web interface for exploring and querying ChromaDB collections...	18	Experimental	1	Python
14	aplaceforallmystuff/book-indexer CLI tool to index books and PDFs into ChromaDB for semantic search. Built...	17	Experimental	—	Python
15	probaku1234/chromamind Management tool for ChromaDB	17	Experimental	—	TypeScript
16	chromiodev/chromie-tool Chroma import/export tool.	14	Experimental	1	Python
17	poacosta/pdf-2-chroma A production-ready Python script that transforms PDF document collections...	13	Experimental	—	Python
18	JuaniLlaberia/chroma_db Setup and configuration for running the ChromaDB vector database locally.	13	Experimental	—	Python
19	sagnikdas-ml/ChronosRank ChronosRank is a reproducible news-ranking project and live demo that...	13	Experimental	—	Python
20	Neginodar/Clothing-Reviews-with-Embeddings-and-ChromaDB Minimal but advanced, notebook showcase of using OpenAI embeddings and...	13	Experimental	—	Jupyter Notebook
21	SEBK4C/EasyChromaDirectories It builds vector databases in any directory you point it at, automatically...	12	Experimental	1	Python
22	ahmadvh/Context-based-document-search A Python-based tool for context-based search across text documents using...	12	Experimental	6	Python

Comparisons in this category

chroma and chromadb-admin (81 vs 55) chroma and chroma-go (81 vs 56) chroma and chromadb-rs (81 vs 43) chroma and chromadb-tutorial (81 vs 34) chroma and chroma-images (81 vs 30) chroma and chromadb-railway (81 vs 21) chromadb-admin and myChromaDbAdmin (55 vs 21) chroma-go and chromadb-rs (56 vs 43)