rag — independent software & tools
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Delphi-RAG-Lint
Delphi-native, MIT-licensed RAG + linter for Delphi/Pascal source code. Symbol-exact + fuzzy + tree-sitter lint. Pure Delphi at runtime.
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exomem
Self-hosted MCP server that makes your Obsidian/markdown vault searchable — text, PDFs, Office docs, images, audio — from any MCP client. Hybrid retrieval over a typed, governed corpus, sub-second at 50k notes; your files stay plain markdown.
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epicurus
Self-hosted, modular, local-first personal-assistant platform — an AI agent plus pluggable integration modules.
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gnosis
Gnosis is a Greek noun meaning "knowledge" or "awareness"
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wavemind
Local-first dynamic memory for agents and apps: SQLite source of truth, vector search candidates, hotness, decay, TTL, namespaces, and benchmarks.
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indexa
The local context engine for AI. Summarizes every file, rolls folders up into whole-project context, and serves any AI tool (Claude Code, Cursor, local models) a ranked slice over CLI, web & MCP. Local-first, Apache-2.0.
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open-mind
Understand any unfamiliar codebase in an afternoon — a local, deterministic, source-traceable knowledge index (glossary · graphs · code search) that never invents what isn't there.
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Diariz
Self-hosted, multi-user transcription platform: record or upload audio. Speaker-labeled, timestamped transcripts, Recognize speakers across recordings, Summarize, extract action items and chat over your transcripts with your own OpenAI-compatible LLM. Your Audio, your Server, your Model. Tested on Laptop RTX4070, Desktop RTX3090 and RTX5090
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wigolo
The go-to web for your agent!
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CrewLoop
A team of specialized AI agents covering the complete software development flow — from requirements discovery to deploy. One responsibility per agent, specs as source of truth, no shortcuts.
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Talos
Selfhosted AI-Platform for using Local LLMs with a Multi-User Terminal and advanced RAG Pipeline for the LLM.
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AI-CLI-Agent
A privacy-first, local AI desktop agent. Wraps Gemma 4 in a modular Python framework, enabling autonomous web searching and system-level tool execution directly from the Linux terminal. Zero API keys required.
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tailor
TAILOR — self-hosted AI memory framework. 100% local, LLM-agnostic, MCP-native
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Giro.Gtdev
AI-powered Engineering Intelligence Platform for deterministic repository understanding, hybrid retrieval, and explainable AI-assisted development.
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@cemised/cognitive-memory
An autonomous graph-vector memory engine powered by SQLite and Ollama.
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@copilotkit/pathfinder
The knowledge server for AI agents — index docs, code, Notion, Slack, and Discord into searchable, agent-accessible knowledge via MCP. Supports OpenAI, Ollama, and local transformers.js embeddings.
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@keleshteri/pageindex-rag
Vectorless RAG using LLM-driven hierarchical document indexing — PDF and Markdown/Obsidian vault support
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@mastra/core
Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
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paqad-ai
Spec-driven development framework — AI agents that think before they type
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@retineo/core
Connection discovery engine (L0–L3). Open-source core for the Retineo ecosystem.
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ruvector
Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms
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@sentropic/graphify
AI coding assistant skill (Claude Code, Codex, Gemini CLI, Kimi Code, GitHub Copilot CLI, Aider, OpenCode, OpenClaw) - turn any folder of code, docs, papers, images, or audio/video transcripts into a queryable knowledge graph
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@tobilu/qmd
Query Markup Documents - On-device hybrid search for markdown files with BM25, vector search, and LLM reranking
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opti-oignon
Local-first AI inference platform for LLMs — private chat, RAG, defense-in-depth security (Daily/Bulbe, encryption at rest, 2FA), on your own hardware. SvelteKit + FastAPI
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2ndbrain
AI-native markdown knowledge base with semantic search, RAG, and MCP server
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Paperwise
Convert academic papers into annotated, browser-friendly web pages with color-coded logic and easy navigation powered by OpenAlex data.
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mnemos-mcp
🧠 Transform documentation chaos into a structured memory system with Mnemos, your self-hosted, multi-context knowledge server for developers.
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asya-chat-ui
Build multi-organization LLM chat platforms with model routing, tool execution, usage analytics, and OpenAI-compatible APIs.
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CodeRAG
Build semantic vector databases from code and docs to enable AI agents to understand and navigate your entire codebase effectively.
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SQLBot
🤖 Enhance data queries with SQLBot, an intelligent system that combines advanced models and RAG for seamless integration and secure access control.
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anythingllm-mcp
Manage and operate AnythingLLM workspaces, chats, documents, and vectors with a fast, Python-based MCP server.
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quickrag
🚀 Index and search documents quickly with QuickRAG, using your preferred embedding provider and LanceDB for efficient similarity retrieval.
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graphRAG-retrievers-agents
🚀 Explore GraphRAG by building customized retrievers and agents using Neo4j for advanced semantic and hybrid search solutions.
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axon
Self-hosted web crawling and RAG pipeline with MCP tooling for scrape, crawl, ingest, embed, query, and ask workflows.
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wsl-assistant
A fully auto configured, self-hosted local AI & database stack on Debian WSL2.
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promptbook-mcp
🤖 Store, search, and organize your AI prompts easily with RAG-powered semantic search in this plug-and-play server for developers.
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SmartDocQ
SmartDocQ is an AI-powered assistant designed to help users intelligently search, analyze, and extract insights from documents. Powered by Google Gemini, it uses natural language to automate document processing for learning, research, and professional document management.
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opentulpa
Run a personal AI agent on your server that remembers your data and builds custom tools via chat commands through Telegram or API.
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@andersmyrmel/vard
Lightweight prompt injection detection for LLM applications. Zod-inspired chainable API for prompt security.