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← All rankings · 🗄️ Vector databases · 2026-08
VECTOR DATABASES

Chroma

Chroma is tracked as part of Vector databases, measuring its mention/usage across GitHub AI repos.

207
mentions
#1
rank in Vector databases
65.3%
share
30
sample repos

REPOS Repos using / mentioning Chroma (Top 30 by stars)

EliasOulkadi/shokunin

職人 Shokunin 62 AI agent skills for OpenCode, Claude Code, Cursor, Windsurf. ChromaDB memory, MCP servers, declarative self-updates. Multi-model, open source, zero cost.

HTML 110 AI 70
nikhilsaiankilla/rabbitai

Open-source AI code reviewer that auto-reviews GitHub PRs LangGraph agents, knowledge graph blast-radius detection, mem0 persistent memory Zero cost, self-hostable.

Python 5 AI 90
satmakuru222/rag-demo

Production RAG platform — multi-notebook document Q&A with Keycloak SSO, ChromaDB, Claude, Google Drive ingestion

Python 3 AI 90
Dhanrajsamal/PDFind-AI

An AI-powered PDF Chatbot built with Streamlit, Ollama, ChromaDB and Llama 3.2.

Python 2 AI 75
prince220504/Personal-Study-Assistant

Personal study tool — LangChain RAG pipeline for note Q&A + LangGraph stateful quiz agent. Free-tier stack: Groq LLM, HuggingFace embeddings, Chroma vector store, Streamlit UI.

Python 2 AI 45
vipthunder/video-intel-ai

AI Video Intelligence & Knowledge Synthesis Platform built with LangChain,LangSmith, ChromaDB, Whisper, and LLMs.

Python 2 AI 90
builtbyprashant/genai-doc-assistant

Two-pipeline Agentic RAG system with side-by-side comparison. Custom sequential agent pipeline vs LlamaIndex inspired ReAct reasoning loop, with full chunk, trace, token and timing visibility for fine-tuning.

Python 2 AI 100
planckcmy1005-cpu/douyin-distiller

把任意抖音博主蒸馏成可对话的 AI 知识分身 · download → transcribe → categorize → RAG

Python 2 AI 70
ome2604/Multi-Agent-AI-Agile-Project-Automation-System

Enterprise-grade multi-agent AI orchestration platform using LangGraph, LangChain, CrewAI, Gemini, and ChromaDB.

Python 2 AI 100
grassman23gith/athena-nexus

AI Research Agent 2026 🔍 - Autonomous Deep Web Explorer & Adversarial Synthesis

HTML 2 AI 50
KezoSec/rag-poisoning-lab

A self-contained AI security lab demonstrating document poisoning, indirect prompt injection, and data exfiltration in RAG systems. Explores the "helpfulness paradox" across local and frontier LLMs.

Python 2 AI 100
choongth/agent-rag-app

AI document assistant with a production RAG pipeline — hybrid BM25 + semantic search, cross-encoder reranking, and streaming answers. Built with FastAPI, Streamlit, ChromaDB, and DeepSeek LLM. Fully Dockerized and deployed on Railway.

Python 2 AI 100
ciberjohn/rag-chatbot-lcars

RAG chatbot over your local document library. FastAPI + ChromaDB + Claude Haiku + LCARS Star Trek TNG frontend. Weekend project.

CSS 1 AI 75
AyushChauhanAI/rag-tools-chatbot
Python 1 AI 50
KSaiPragna/AI-POWERED-IVF-CHATBOT

AI-powered IVF Patient Support Chatbot using RAG, LangChain, Hugging Face, ChromaDB, Streamlit, Prometheus, and Grafana with voice assistance and confidence scoring.

Python 1 AI 65
alejandrorodriguezdelarosa-ux/asistia-rag-agente-conversacional

Agente RAG conversacional sobre IA Generativa con Google Gemini, ChromaDB y LangGraph. Memoria por thread, interfaz Streamlit y base de conocimiento propia. Práctica final del Máster en Data Science e IA.

Jupyter Notebook 1 AI 90
AnemoneUwU/agent-forge-cli

Memex.ai-Inspired AI Knowledge Base 2026 - Smart Markdown Wiki with Graph Search & Static Publishing

HTML 1 AI 100
Junaid-Ahmed-Rupok/continuum-rag-chatbot

🧠 A persistent memory RAG chatbot that never forgets. Uses Phi-3-mini LLM, ChromaDB vector database, and Ebbinghaus memory decay curves.

Python 1 AI 100
wjlwjl000000/AI-Job-Copilot
Python 1 AI 50 1 sig
Kavinvk007/CVAI

AI-Powered Resume Intelligence Platform built with React, FastAPI, Gemini AI, ChromaDB, Docker, GitHub Actions, and AWS.

JavaScript 1 AI 55
hamza-bou21/olist-text-to-sql-ai

A secure RAG-powered Text-to-SQL interface built with Gemini 2.5 Flash, ChromaDB, and Streamlit.

Python 1 AI 100
venkata-murari-sunkara/research-paper-reasoning-assistant

AI-powered research assistant that enables semantic search, question answering, and citation-grounded insights from academic papers using RAG.

Python 1 AI 70
XiaoZhi-yun/smart-sweeper-customer-service

智扫通机器人智能客服 Agent:ReAct + RAG + Chroma + Streamlit,附完整项目复盘与面试问答指南 | Smart sweeper customer service agent with ReAct, RAG, Chroma, Streamlit

Python 1 AI 45
Debebe-Nigatu/GAIA-Langgraph-Agent

LangGraph agent for the GAIA benchmark — multi-LLM rotation, tool routing, Chroma-based retrieval.

Python 1 AI 100
eshan202005/Ryujin-AI

Production-grade multi-agent AI operating system built with FastAPI, Streamlit, LangGraph, PostgreSQL, ChromaDB, and MCP. Features supervisor-based AI orchestration, shared RAG, persistent memory, document intelligence, coding, research, writing, and study assistants.

CSS 1 AI 75
Hussnain-Nazir/AI-Medical-Assistant

A professional AI Medical Assistant with a Retrieval-Augmented Generation (RAG) architecture. Built with Python and FastAPI, it features PDF document ingestion, semantic search via ChromaDB, and grounded, citation-backed answers powered by Google Gemini - paired with a lightweight HTML/CSS/JS dashboard for uploads, chat, and document management.

Python 1 AI 65
FreakingPotato/NucEL_Chromatin_Effects

Cell-Type-Resolved Chromatin Effects of AD/PD Variants: DNA Language Model vs. ChromBPNet. Built with Claude Hackathon Code Repo

Python 1 AI 45
gautam-kumar-7590/Reia-AI

Reia CFO — AI-powered financial analyst chatbot. Upload Balance Sheets, P&L, or Cash Flow statements and get brutally honest analysis, Excel reports, and CFO-grade insights. Built with LangChain, Groq, ChromaDB, and Streamlit.

Python 1 AI 75
Geethanjaliii/PaperPilot-AI

AI-powered multi-agent research platform for literature discovery, synthesis, and citation generation using LangGraph, RAG, and Gemini AI.

TypeScript 1 AI 100
Vimalsharath/Vimal-AI-Portfolio

AI Portfolio with RAG Chatbot using React, FastAPI, LangChain, ChromaDB and Groq

JavaScript 1 AI 75

A "mention" means the repo description, topics, or README summary contains the string "Chroma".

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Aggregated from latest content snapshots of AI-relevant repos (AI score ≥ 40). methodology