Havuz

My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementati

KoutenDB: locality-aware NoSQL document/vector database built around rings and orbit-inspired retrieval

Provena : Context governance for agentic AI — tamper-evident audit trails, provenance validation, EU AI Act compliance. 6 framework adapters

Advanced RAG (Retrieval-Augmented Generation) system for private document intelligence. Uses OpenAI GPT-4o and Vector Databases to provide z

클로드코드 대화의 결정·약속·금지를 자동으로 기억하고, 검색·2D/3D 지식그래프·타임라인으로 보여주는 100% 로컬 기억 도구. 내보내기(6종)·가져오기(미리보기·되돌리기)·백업·복원, 의미검색 중단 알림, MCP 7도구 제공. 기억 데이터는 이 P

Precision-aware retrieval benchmark for LLM memory systems.

Local-first MCP memory server for AI agents, with source citations and OKF/Markdown knowledge bases.

Extracts claims from SOPs, policies and regulations, has a person approve or reject each one, then serves the approved set to agents over MC

REST API for Consensus academic search. Query 220M+ peer-reviewed papers with citations, study metadata, and journal quality signals.

Crow: build your second brain from the documents on your computer. Downloads for macOS, Windows and Linux.

The open-source, self-hosted alternative to NotebookLM.

生产级 3GPP 5G 规范 RAG Agent：自然语言提问，回答带段落级原文引用 + 严格 grounding，覆盖 Rel-18/19 全部 TS。

One embedding space for text, image, video, audio, thermal, motion, and touch. Open weights, self-hostable.

Open-source natural-language analytics platform that converts business questions into safe, explainable SQL.

A comprehensive Android staff management application featuring role-based access control (RBAC), real-time chat, and a RAG-based AI assistan

Caesar — autonomous AI research agent with graph-based deep web exploration and adversarial answer synthesis. Open-source alternative to Cha

CogDoc — 面向个人与团队的本地优先 AI 知识与研究工作台：多源 RAG、Deep Research、可验证引用、审核闭环、细粒度 ACL 与 Rust 加速混合检索。 CogDoc — A local-first AI knowledge and research w

HR policy RAG assistant with LangChain LCEL, RunnableBranch, FAISS, FastAPI, and an OpenAI-compatible model API.

HR policy RAG workflow with LangGraph StateGraph, conditional routing, FAISS, FastAPI, and an OpenAI-compatible model API.

CLI advisor for ClickHouse query optimization. Formally verified rewrite rules + RAG + MCP server.

Multi-tenant AI front desk grounded in a tenant's knowledge base via hybrid RAG (vector + BM25 + RRF), with human-inbox escalation

🤖 Bony Agent — Full-stack AI content production & distribution platform. One person can run an entire team: AI chat · image/video/music gene

Excellent hybrid search in the Postgres you own.

A multilingual Agent Skill Pack that turns AI agents into guided learning coaches.

An assistant that remembers every paper you've ever read — running entirely on your device, with your data never leaving it.

Karpathy-inspired LLM Wiki demo: AI agents compile raw sources into a persistent, self-linking Markdown knowledge base. The Agent writes. Th

Jev RAG (Jev-RAG / JevRAG): open-source local knowledge search with BM25 + Jev reranking, agentic and hybrid retrieval, cited answers, and r

A medical FAQ chatbot powered by Retrieval-Augmented Generation (RAG) using FastAPI, LangChain, Qdrant, and React.

100% local research agent for your papers - ask PDFs on your machine, page-accurate verified citations, cross-paper synthesis, Ollama-ready

Measure whether an embedding upgrade is worth it, bridge it without reindexing when it is, and migrate safely when you are ready.

工厂本体驱动的数据问答框架（开源，Apache-2.0）：把中小企业台账/MES/ERP 变成可自然语言问答的语义知识图谱。CSV进答案出，确定性规则引擎+本体GraphRAG+向量混合检索，本地化数据不出厂，换行业只换词典。

Mint 是本地优先的 AI 知识工作台：将文档、网页与对话沉淀为可持续积累的 LLM Wiki，借助 Agent 与记忆 理解和复用个人知识。采用 SDD 规格驱动开发，以自动化验收闭环交付。

Snapshot testing for LLM apps and agents, built to run locally and block regressions in CI.

Final Price AI Agent combining evidence-grounded discount rules, Elasticsearch hybrid retrieval, and Decimal calculations with auditable ste

Retrieval-augmented generation: training-free document-assessment routing for cost-efficient multi-agent RAG.

Local-first, LLM-agnostic memory system — hybrid retrieval (vector + lexical + graph), multi-signal ranking. Runs on 4GB RAM, CPU-only, no c

A modular RAG pipeline library for .NET, built on Microsoft.Extensions.AI abstractions

Multi-tenant AI customer support platform, businesses upload docs, FAQs, PDFs, or a website URL and get a RAG-powered assistant that answers

Regression testing and configuration sweeps for RAG pipelines, with the statistics to know whether a change actually helped.

Self-hosted long-term memory for AI coding agents: Postgres+pgvector doc-RAG (component/constraint map + hybrid RRF + cross-encoder rerank)

CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo)

Open-source AI knowledge base & custom chatbot builder — production-ready Next.js SaaS with RAG, document upload, URL scraping, Q&A training

A Retrieval-Augmented Generation (RAG) application for querying legal documents. It uses PostgreSQL, Elasticsearch, and LLM to provide summa

Fast, typed Python framework for Jev-as-a-Judge/Decision-model evaluation for LLMs, RAG, and AI agents along with human-label calibration.

Hybrid vector + knowledge graph RAG system for enterprise documents. Fuses Pinecone dense vectors, BM25 sparse reranking, and Neo4j multi-ho

多模型协作与智能辩论平台 — Multi-Agent 并行工作流 + RAG + 知识图谱，让多个 AI 像专家团队一样辩论、推理、共创

Open-source, self-hosted search and AI chat for your website, grounded in your own data

Local-first semantic search engine for your files — hybrid BM25 + vector + HyDE search over docs, PDFs, images, audio and video. 100% offlin

Curso System Design Interview Notebook LM - From Zero to Production