Browse: RAG & Memory
Paper-first SPY options validation platform with broker-backed scorecards, hard risk gates, paired-trade accounting, and live dashboards.
Recipes and resources for building, deploying, and fine-tuning generative AI with Fireworks.
The fastest PDF library for Python and Rust. Text extraction, image extraction, markdown conversion, PDF creation & editing. 0.8ms mean, 5× faster than industry leaders, 100% pass rate on 3,830 PDFs.
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat
Transforms complex documents like PDFs into LLM-ready markdown/JSON for your Agentic workflows.
Universal memory layer for AI Agents
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
EdegQuake 🌋 High-performance GraphRAG inspired from LightRag written in Rust; Transform documents into intelligent knowledge graphs for superior retrieval and generation
A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp
A high-throughput and memory-efficient inference and serving engine for LLMs
A community-driven collection of RAG (Retrieval-Augmented Generation) frameworks, projects, and resources. Contribute and explore the evolving RAG ecosystem.
Ready Player One - stop prompting; start shipping
Biologically-inspired memory for AI agents. Decay, retrieval strengthening, consolidation. Zero dependencies.
A repository of servers and clients from the Model Context Protocol tutorials
The operational layer for coding agents. Memory, validation, and feedback loops that compound between sessions.
Open-source RAG platform with multi-LLM support. Build AI agents that connect to your data, tools, and workflows - no code required.
Comprehensive paid advertising audit & optimization skill for Claude Code. 225+ checks across Google, Meta, YouTube, LinkedIn, TikTok, Microsoft & Apple Search Ads with weighted scoring, parallel agen
A Claude Code skill that turns your Obsidian vault into a living second brain — autonomous writes, thinking tools, knowledge ingestion, scheduled agents, and _CLAUDE.md for cross-surface context.
The official Python SDK for Model Context Protocol servers and clients
A portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
The official TypeScript SDK for Model Context Protocol servers and clients
The official Java SDK for Model Context Protocol servers and clients. Maintained in collaboration with Spring AI
DeepV-Ki — Instantly turn your code repository into a beautiful, interactive Wiki. An AI-powered documentation generator with RAG-based code Q&A, automatic architecture diagram generation, and multi-m
Buddhist Digital Text Platform — 9,200+ texts, 500+ sources, 8 UI languages, AI Q&A (RAG), knowledge graph, full-text search
YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.
Docling simplifies document processing, parsing diverse formats — including advanced PDF understanding — and providing seamless integrations with the gen AI ecosystem
RAGElo is a set of tools that helps you selecting the best RAG-based LLM agents by using an Elo ranker
The official PHP SDK for Model Context Protocol servers and clients. Maintained in collaboration with The PHP Foundation.
HippocampAI — Autonomous Memory Engine for LLM Agents
Extract tables precisely from PDFs and convert them to clean HTML for RAG pipelines, running fast on CPU without external dependencies.
Specification and documentation for the Model Context Protocol
Fast, streaming indexing, query, and agentic LLM applications in Rust
Stream responses from OpenAI and Anthropic models with lightweight C++ tools for efficient large language model integration.
Provide free, open access to comprehensive AI tools, guides, reviews, and resources to reduce knowledge gaps and empower users.
Search and analyze medical literature across PubMed, ClinicalTrials.gov, and Europe PMC using AI to support clinical and research decisions.
Capture and summarize Claude Code sessions into searchable, browsable engineering journals with a web UI and automated daily entries.
Explore alternatives to Discord with a curated list of early-stage apps, evaluating features, hosting, and encryption to guide your choice.
Showcase delivers a modern developer portfolio built with TypeScript and React, focusing on interactivity and clean architecture for a seamless user experience.
Broken RAG For The Broken Souls
🧠 Enhance visual search with Mini-o3, providing state-of-the-art multi-turn reasoning and easy-to-use training code for advanced AI applications.
Reference Implementations for the RAG bootcamp