Data agents

Autonomous AI agent that runs entirely on your local machine. Powered by Ollama, with real OS integration (bash, file ops, app launcher), Memory with Obsidian, Tavily web research,and a Telegram bot bridge.

PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.

AI-powered tool that transforms complex research papers into clear, customized explanations. Uses LLMs (GPT-4, Claude, Gemini) to provide adaptive insights from high school to expert levels. Built with Python, Streamlit, and LangChain. Ideal for students, researchers, and lifelong learners. 🌟 Star us for updates! 🤝 Contributions welcome!

🧠 Open-source AI reasoning research platform — persistent reasoning graphs, multi-agent swarms, Graph-of-Thoughts, and MemGPT-style memory. Built with Claude Opus 4.6 by Anthropic. Explore, verify, and fork AI thinking in real-time.

🗯️LLM toolkit for RAG, tuning, agents, and more

The privacy-first customizable Agentic AI system (and Telegram bot) that researches fragments and remembers every timeline!

Agentic AI–driven stock analytics leveraging Phidata, Google Gemini 2.0 Flash, and Yahoo Finance. Features real-time data, interactive Plotly charts, and a Streamlit dashboard for comprehensive, actionable market insights.

V1Claw is a self-hosted AI assistant that runs on your Mac, Linux, Windows, or Android via Termux. Connect any LLM (Claude, GPT, Gemini, or local), talk to it through voice or text, and let it control your device - read files, run commands, browse the web, send messages, & more. One binary. No cloud dependency. Your data stays on your machine.

Build your own AI chatbot from scratch using Google Colab, TensorFlow, and a interactive neon matrix interface.

An intelligent health monitoring and recommendation system that analyzes wearable device data using Retrieval-Augmented Generation (RAG), simulated vitals, and locally deployed Large Language Models (LLMs). Provides personalized, real-time, evidence-based insights through time-series trend analysis and medical context awareness.

CLI that helps with docs splitting, embedding and exposing them in a seamless manner

A private, offline, multi-RAGpack LLM RAG app for macOS/iOS. Instant, context-aware answers—your device, your data, your rules.

This project aims to develop a high-precision legal expert system for contract Q&A using Retrieval-Augmented Generation (RAG). The system leverages advanced natural language processing (NLP) techniques to provide accurate and context-aware answers to questions about legal contracts and integrates a powerful language model with a custom retrieval

Git commit analysis engine in Rust. Generates reports for your job or Jira. Automates tracking of your weekly/monthly activity. v1.0.0 - Initial Release.

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.

AI-native Agentic AI platform for customs & HTS classification, tariff analysis, trade compliance and multi-tier supply chain risk intelligence.

🔬 Parallel AI research orchestration tool - Deploy multiple cursor-agent workers simultaneously to conduct comprehensive research with specialized focus areas and intelligent synthesis.

Score the trustworthiness of outputs from any LLM in real-time

1st Place Winner (General Judge) - Datadog Self-Improving Agents Hack. Two identical AI agents play Split or Steal. No pre-programmed betrayal. They discover deception on their own. Built with @evancorrea.

Autoresearch Workflow for Designing Chemical Composition Descriptors

AI Investing

Atlas - Enterprise document indexing plugin for OpenClaw. Vectorless RAG using PageIndex with async indexing, incremental updates, and smart caching. Scales from 10 to 5000+ documents. Perfect for financial reports, legal docs, technical manuals, and research papers.

Implementation of the book "Essential GraphRAG MEAP V04"

A round-trip UI channel between AI agents and humans. An agent renders a rich interactive UI by URL; every human interaction comes back as structured data. Open-core, MIT licensed.

Simplified implementation of a deep research agent using LangGraph

AI-Tadpole-OS a local-first "development platform" a Lily Pad to jump from for running autonomous AI agent teams on your own hardware. Coordinate parallel workflows, maintain full data privacy, and oversee every decision — no cloud required.

daftAI Amp plugins, including a usage monitor for credits and balance.

Scribo MCP server — generate EN 16931-compliant e-invoices (ZUGFeRD, XRechnung, US plain PDF; Factur-X, Facturae, Peppol coming soon) from Claude, Cursor, Cline, ChatGPT & any MCP client. Free, hosted, no signup. Registry metadata, schemas & examples.

A central learning path and knowledge database for developers who want to understand, build, evaluate, secure, and deploy AI agents.

An intelligent, multi-agent fraud management system using MCP

7-layer RAG framework that eliminates semantic drift + context poisoning. Faithfulness 0.94 vs 0.71 Naive RAG. +13.6 EM on multi-hop QA.

AI research orchestration with persistent verifiable memory powered by Walrus - Sui Overflow 2026

An investment research committee that runs inside Claude — analysts, a bull-vs-bear debate, risk audit, trader call, and PM sign-off in one conversation. Research only.

Open-source multi-agent AI engine written in Rust. Turns any intent into coordinated research, analysis, and synthesis.

🤖 Intelligent Discord AI Bot with multi-provider support (Gemini, OpenAI) featuring advanced moderation, media processing, URL context analysis, and natural language function calling

AletheiaDB: The cognitive memory engine for AI agents with fact supersession.

Pluggable MCP tool modules that give agent workflows their capabilities — GitHub, GitLab, Sentry, Slack, Jira, Notion, memory, datasets, and more.

AI Agent buat mantau keruwetan Indonesia. Scrape berita, analisis pakai LLM. Bertanya ke chatbot RAG interaktif.

Secure Conversational Agentic-Flow over Agent-User to enhance the Privacy-data Driven Fully Encryption-Decryption Mechanism Conversation between Agent and User

MCP Server for Arknights PRTS Wiki and local game data

Community MCP vision bridge for Xiaomi MiMo Vision, enabling image understanding for text-only LLM agents.

A cognitive substrate for AI agents — hyperdimensional memory with first-class goals, beliefs, sensory, self-model, and a non-destructive unlearn primitive. Rust top to bottom, embedded-first, no LLM in the read path. One binary, no query language.

docker region:us

gradio region:us

transformers safetensors gguf gemma2 text-generation conversational

transformers gguf llama text-generation en de

transformers gguf llama text-generation en de

gguf text-generation en dataset:SicariusSicariiStuff/UBW_Tapestries base_model:SicariusSicariiStuff/Assistant_Pepe_70B base_model:quantized:SicariusSicariiStuff

Automate QQ and WeChat farm games with multi-account support, real-time logs, data analysis, and a web control panel using Node.js.

嘉立创EDA专业版扩展：Kimi AI助手，支持查询元件和解析网表。EasyEDA Pro extension: Kimi AI helper to support component query and netlist analysis.

LLM document ingestion pipeline with AI readiness scoring and structured Markdown/JSON output.

working on something and tweaking somethings to just get a better clarity on the internal changes in lang graph, crew Ai, tool calling and setting up multi agent using RAG: Primary focus HEALTHCARE, Mostly Synth data

Knowledge of special interest to AI: nine datasets of concepts, relationships, constants and measurements, each one clean file, aligned into a single 544,279-node map, plus a reasoning benchmark. Artificial knowledge for artificial intelligence.

Semantic gravity database in Rust: related records live together on disk, so graph traversal is a range scan and vector search is exact — never approximate. Runs in 256 MB, with a built-in MCP server for agents.

AI-powered repository intelligence platform that analyzes GitHub repositories, explains beginner-friendly issues, generates contribution roadmaps, and produces structured PDF guides for open-source contributors.

Spinosa is a local framework for working with LLMs. It features a set of sub-agents coherent with modern SKILL and AGENTS protocols to streamline research and build better practices.

Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.

Permission-bound, compiler-style AI Skill for auditable investment investigation. Research only; bilingual docs.

Hands-on Generative AI: 15 RAG modules from document loaders to guardrails, plus Papeer — a research paper assistant with citations and claim verification. Also LangGraph workflows and LangSmith tracing.

A personal assistant that remembers you, and a second brain that maintains itself. An AI agent compiles your sources into a cited, self-maintaining Obsidian wiki, its long-term memory. Today it ships as a research assistant. The direction is a shared brain for multi-agent work. Pre-1.0, in active development.

M1 is a research project exploring large-scale music generation using diffusion transformers. This repository contains the implementation of our proposed architecture combining recent advances in diffusion models, transformer architectures, and music processing.

Production-ready RAG movie recommender with multi-agent architecture, OpenAI embeddings, and conversational web UI. Ask naturally about movies - get intelligent recommendations instantly!

Production-grade RAG pipelines with evaluation baked in

McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.

AIOS — AI Operating System. A 5-layer AI OS that wraps around any business: Context, Data, Intelligence, Automation, Build.

Market Signal Radar: AI Agent blueprint to detect Problem-Market Drift using OpenClaw, Node.js and Postgres.

Your own personal AI interview assistant. Any OS. Any Platform.

Use a RAG Langchain agent that connects to your supermarket's inventory database and get information about product stocks and locations.

Universal AI Consciousness Genesis & Navigation System

Google Gemini Agentic AI Vision for Wildlife Analytics

🎶 Enhance audio quality with ComfyUI-AudioSR, a versatile tool for upscaling sounds to 48kHz for better clarity and listening experience.

Smart AI career assistant - resume parsing, skill gap analysis, and personalized guidance for students and professionals.

The LangGraph project implements a "Reflection Agent" designed to iteratively refine answers to user queries using a Large Language Model (LLM) and web search. It simulates a research process where an initial answer is generated, critiqued, and revised based on information gathered from web searches, all managed by a LangGraph workflow.

A simple implementation of the RAG architecture on an Investor database to give you a VC fund raising assistant

Siomi is a platform multi-agent AI to generate answers to our clients by messages, documents, graphics, report from big data and more

RockTalk is a private, locally running chatbot using Streamlit for the frontend, LangChain for the logic, and Amazon Bedrock as the backend. The webapp provides a user-friendly interface for interacting with various Language Models (LLMs) with advanced features for customization and data input, while keeping your session data local and private.

A RAG assistant using Ollama (Mistral), Qdrant vector DB, and Streamlit UI. Upload documents, scrape web pages, and interact with your data using real-time, session-isolated chat.

This is a document question answering app made with LangChain and deployed on Streamlit where you can upload a .txt or .docx file, ask questions based on the file and an LLM like Falcon-7B or Dolly-V2-3B answers it. ChromaDB is used as the vector database.

AI-powered book recommendations engine that fuses semantic understanding and emotion intelligence to deliver deeply relevant book suggestions. Powered by LangChain, OpenAI embeddings, and emotion-aware NLP across ~7,000 titles, with an interactive Gradio experience for intuitive exploration.

This repo mainly encapsulates an LLM model + front-end + back-end for generating stories for children. It was a personal project in April last year and is now open source.

Python-based system designed to transcribe audio files, split the transcripts into manageable chunks, create text embeddings using HuggingFace models, and employ advanced question-answering models for retrieval-based QA.

This AI-powered app enables users to ask questions to their Notion database using natural language.

RAG (Retrieval-Augmented Generation) app integrated with a voice assistant and knowledge base management system.

All CPU efficient GPU-less Financial Analysis RAG Model with Qdrant, Langchain and GPT4All x Mistral-7B, run RAG without any GPU support!

Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.

AI Engineering Bootcamp for Programmers - A 19-module, 18-week immersive study plan designed for programmers looking to master AI engineering through real-world projects, foundational theory, and practical tools.

Upload PDFs, ask questions, and get answers with source references using LangChain, Gradio, and local document storage. An open-source AI-powered Q&A tool with source transparency.

A ChatBot powered by OpenAI GPT-3.5 which can answer questions on E-commerce data

This repository contains various techniques for Retrieval-Augmented Generation (RAG) systems.

Extracting Product Insights from Unstructured text data using LLMs with LangChain

🛡️ The safety & validation layer for LLMs in Ruby. Prevents JSON errors, repairs AI outputs, and enforces schemas for Rails & beyond.

The LLM Dataset Generator is an open source tool for generating text data compatible with various language models supported by LangChain. You can customize it to meet your specific needs, making it a valuable resource for researchers, developers, and organizations working on NLP applications.

An intelligent audio analysis tool that automatically transcribes and enables semantic search of audio recordings using Whisper and LangChain.

Gemini Pro LLM and Pinecone Vector Database for fast and performant Retrieval Augmented Generation (RAG) with LlamaIndex

Modular role‑playing chatbot framework built on LlamaIndex & Melobot — supports RAG‑driven role‑play and general QA, with built‑in scheduling (including daily RSS news aggregation) and admin features, offering both OneBot V11 (QQ) and CLI adapters.

多UAV-USV协同巡检系统 - 强化学习调度 + HCA-A* + 2-opt优化

GraphRAG + 4-agent LLM council for biomedical research. Find contradictions, validate hypotheses, and get confidence-scored answers, cited to real papers. Built on Neo4j, LangGraph, Groq & OpenRouter.

COMPASS: Cooperative Multi-Agent Persistent Surveillance using Spatio-Temporal Attention Network.

Deep Research pattern for root cause analysis using Amazon Bedrock and LangGraph with human-in-the-loop