chromadb

Ask question over your Notion Database! A naive Retrieval-Augmented Generation (RAG) pipeline backed by Langchain and Streamlit

PsyChat 是一款基于范例引导与Agentic RAG的智能 AI 心理咨询助手。基于高度匹配的Few-shot与学习笔记，应用理性情绪行为疗法（REBT）帮助用户识别并调整非理性信念，缓解负面情绪。

PyGPTPrompt: A CLI tool that manages context windows for AI models, facilitating user interaction and data ingestion for optimized long-term memory and task automation.

Contextual Retrieval solves this problem by prepending chunk-specific explanatory context to each chunk before embedding (“Contextual Embeddings”) and creating the BM25 index (“Contextual BM25”).

High-performance infrastructure libraries built in Rust, with seamless bindings for Python, Node.js, and WebAssembly.

META LLAMA3 GENAI Real World UseCases End To End Implementation Guide

AI assistant for Dota 2 with real-time game analysis via GSI and advice from LLM

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

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

ContextQA - The open-source tool for data-driven conversations

⚠️ DEPRECATED - Use https://github.com/SylphxAI/coderag instead

🚀 Unified NLP Pipelines for Language Models

RAG system with real-time news scraping built using mixtral-8x7b, ChromaDB, bart summarizer

Evals framework for Information Retrieval Systems

A simple Ruby UI for Chroma database.

Modern ChromaDB web UI for browsing collections, inspecting records, running queries, and editing documents, metadata, and embeddings

Python SDK for FirstBatch: Real-time personalization using vectorDBs

This repo contains almost everything about Generative Ai

A terminal UI for browsing and inspecting vector databases

using mulimodal RAG to query texts, images and tables from pdf for QA