Data agents

peft safetensors llama-factory lora generated_from_trainer text-generation

transformers safetensors llama text-generation function-calling function calling

safetensors text-generation en dataset:FreedomIntelligence/RAG-Instruct arxiv:2501.00353 base_model:meta-llama/Llama-3.1-8B

transformers pytorch safetensors llama text-generation en

transformers safetensors gguf llama text-generation e-commerce

transformers pytorch tflite onnx safetensors gpt2

llama.cpp gguf qwen qwen3 qwen3.5 cybersecurity

transformers safetensors llama text-generation minicpm minicpm5

Address any node in your Markdown. A structured read/write engine for Markdown documents.

AI-powered crypto trading MCP server with technical analysis, sentiment, and execution tools

Multi-agent Gold (XAUUSD) analysis platform -- chart, correlations, market structure, sentiment, risk, volume agents with GLM-5 AI

Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP exports.

"A Retrieval-Augmented Generation (RAG) chatbot built with LangChain, Streamlit, and FAISS, designed to answer questions accurately from custom documents (PDFs)"

System prompts, modular fragments, and agent skills for Claude Science research workbench.

Universal Agent Plugin for safe BLE diagnostics and automation, with Agent Plugins 1.0.0 metadata, a portable Skill, deterministic CLI, local MCP, and evidence capture/diff/replay.

Backend for https://t.me/robot_colosseum

TradingAgents A股特供版（ITF）- 多智能体 LLM 金融分析框架，基于 TauricResearch/TradingAgents 演进

Turn CRM and transcript data into structured, versioned deal intelligence. 6 agents, 3 frameworks, harness-agnostic. Works with any CRM, any transcript provider, any LLM.

A Solana-based AI agent that automates token management and trading decisions. It leverages on-chain data and machine learning to optimize strategy execution, enabling smarter and more efficient DeFi interactions.

A clean, GraphQL-based Model Context Protocol server for Twenty CRM. Enables natural language interactions with your CRM data through Claude and other AI assistants.

TinyRag is a minimal Python library for retrieval-augmented generation. It offers easy document ingestion, automatic text extraction, embedding generation, and retrieval with vector stores. Designed for quick setup and flexible provider configuration, TinyRag enables fast, contextual responses from language models.

LangSmith tracing plugin for OpenClaw. Automatic observability for agent turns, tool calls, and LLM invocations.

JobOracle is a lightweight CLI tool that combines job-market search, user profiling, and multi-agent LLM analysis to generate practical, personalized employment guidance reports.

An automated research tool based on Large Language Models (LLM) that can automatically collect, analyze, and synthesize information to generate structured research reports.

MCP server for Azure Data Explorer (Kusto), enabling AI agents to explore, query, and understand telemetry using KQL.

In this we implements a Retrieval-Augmented Generation (RAG) based conversational AI agent designed for intelligent knowledge extraction from PDF documents. Leveraging LangChain and Google’s Gemini LLM

An AI-powered tool that reads your CV, extracts key details like education, experience, and skills, and automatically builds a professional portfolio website using that data. Perfect for job seekers and developers who want to showcase their profiles fast.

✨ 基于代码生成和函数调用(function call)的大语言模型(LLM)智能体 ✨ 通过自然语言提问，使用大语言模型智能解析数据库结构，对数据进行智能多表结构化查询和统计计算，根据查询结果智能绘制多种图表。 支持自定义函数(function call)和Agent调用，多智能体协同。 基于代码生成的思维链(COT)。 实现智能体对用户的反问，解决用户提问模糊、不完整的情况。

Việt Nam Dữ Liệu

Recursive Consciousness: Modeling Minds in Forgetful Systems

Manage AI agents, sessions, and models through a modern Vue 3 web console with multi-channel support and real-time system monitoring.

Beta Product - Integration examples for Thymia Sentinel, a real-time voice biomarker and safety monitoring service for voice AI agents.

🦁 FinSafari | AI-Powered Stock Signal Tracker 🤖 AI Intelligence for investment, featuring LLM-based stock signal analysis to interpret market trends. offer 📊 Real-time Monitoring with live tracking of 25 popular stocks. ⚡ User experience is Lightning Fast, ensuring a blazing speed experience powered by Vite + React

Create and register ERC-8004 trustless AI agents on any EVM chain — Ethereum, BNB Chain, Base, Arbitrum, Optimism, Polygon, and more. Zero-dependency standalone UI for on-chain agent identity registration, reputation, and validation. Mint ERC-721 NFT agent identities with metadata, service endpoints, A2A/MCP discovery, and x402 payment support.

The world's most powerful open-source Funding, Grant and VC Analyst assistant - Access financial analysis, grants, funding insights, stocks and more, all through natural conversation.

The Loss-Prevention Friction Engine for Founders. An AI-powered MCP server that stops you from building things nobody wants using clinical analytics, behavioral pattern scanning, and real-time market intelligence.

This repo is established for the 3rd MoFA Super Agent Campathon, 2025

Metadata filtering in RAG application

ARI — Autonomous Research Infrastructure: end-to-end autonomous scientific research pipeline

Compilation of info on AI `deep research` tools

ClusterOps is an enterprise-grade Python library developed and maintained by the Swarms Team to help you manage and execute agents on specific CPUs and GPUs across clusters. This tool enables advanced CPU and GPU selection, dynamic task allocation, and resource monitoring, making it ideal for high-performance distributed computing environments.

A RAG application feeding on board games running locally. Create a database with your favorite board game rulesets and query the RAG model to get answers to your questions!

PyroScan AI is a GenAI-powered multi-agent system for real-time forest fire prediction across 10 global zones. Designed for researchers and disaster teams, it includes agents for fire detection, weather analysis, and historical data mining. Deployable via CLI or Docker.

Real-world AI agents that think, search, write, and build - powered by LangGraph and modular LLM

(Experimental) Docsally is your smart PDF assistant, powered by Ollama—instantly understanding your documents and answering your questions with AI insights.

Vector search-based chatbot to help retail investors analyze company 10K and 10Q filings.

A basic "retrieval augmented generation" (RAG) app with Langchain and OpenAI in Python + Pinecone + Gradio app.

LexTransition AI is an open-source, offline-first legal assistant. It helps users navigate the transition from old Indian laws (IPC/CrPC/IEA) to the new **BNS/BNSS/BSA** frameworks. Using local Machine Learning and OCR, it analyzes legal documents and maps law sections with 100% grounded accuracy.

RAG demo with Langchain , Gemini and NVidia NIM Models

Intelligently optimize LaTeX resumes with AI-powered keyword integration

In this project, I've implemented LLMs on custom data, using the power of RAG and Langchain.

How to process semi-structured data using Large Language Models (LLMs) on Amazon Bedrock.

This repository contains Model Context Protocol (MCP) server implementations that demonstrate how to create and integrate custom tools and data sources with AI applications. MCP is an open-source standard that enables AI applications like Claude or ChatGPT to connect to external systems, data sources, and tools in a standardized way.

Fin4All is an all-in-one investment assistant that democratizes access to real-time stock analysis, sentiment-driven insights, and personalized investment recommendations for investors of all experience levels.

Streamlit-based chatbot leveraging Ollama via LangChain and PostHog-LLM for advanced logging and monitoring

LangChain integration for ZeusDB, a high-performance Rust-powered vector database with lightning-fast search, metadata-aware filtering, and scalable RAG pipelines.

Beyond Vectors: Augment LLM Capabilities with MongoDB Aggregation Framework and CrewAI

A Bi-Modal Multi-Agent Medical Assistant, designed for healthcare professionals and researchers

Book -- Implementing AI at an Academic Medical Center

A multi-agent system built with Phidata(Agno) Framework that combines web search and YFinance data to provide comprehensive stock market analysis and investment insights. Features real-time data fetching, fundamental analysis, and automated research capabilities.

AI Agent for Inflationary Cosmology Research and Model Discovery

Travel AI Agent, show how to use AI hybrid search and GIS capacities on OceanBase or OceanBase seekdb.

Autonomous Edge Intelligence. ⚡ Native Go performance, C++ hardware sensing, and local vector memory. Your personal AI assistant, optimized for small level mini PCs.

AI-Powered Stock Analysis with Bright Data MCP Server & Strands Agents SDK

Tripartite memory SDK for AI agents: semantic recall, structural graph awareness, and relational state — before agents act.

Memory Layer for AI Assistants: Persistent memory, semantic retrieval, and evaluation tooling for building assistants that remember users over time.

A client for logging bot conversations in the Botmeter analytics platform

ChatBot for your company data knowledge with UI

English language tutoring chatbot for improving your conversational skills. The user can practice by selecting chatbot roles and step by step detailed speech analysis and evaluation.

Chatbot for E-Commerce Related Questions

Give your assistant perfect memory, and still own the data.

Transform the way you analyze data with our AI-powered chatbot

Event stream query and flow control

A personalized AI fitness companion providing exercise descriptions, tailored workout recommendations, and answers to your fitness-related questions.

AI Forecasting tool for Time-Series and Non-time series data

This project leverages SOTA techniques to retrieve relevant information from large datasets and generate coherent, contextually accurate text that includes image data references.

Nina is an manual learning Chatbot with some data stored for simple conversations and It can learn more with your interaction

Maintain resources for NIPS 2018 Competition ConvAi2, including dataset url, papers, etc

With ME_GPT, you can store your cherished memories in a local vector database and leverage them to give Chat GPT the extraordinary ability to clone your unique personality and knowledge.

Train expert conversational role-play LLMs with synthetic data

FrisAI is an A.I. based chat-bot made with PHP.

Discord bot using DailoGPT pretrained model on Rick& Morty Dataset from Kaggle

SwiftUI Crypto App with Rive and OpenAI

AI Odyssey Planner is an intelligent travel planning application that uses AI to create personalized travel itineraries. The platform analyzes millions of data points to recommend destinations, activities, and accommodations based on user preferences, budget constraints, and schedule.

GEDA (Generative Excel Data Assistant) is an intelligent Python-based assistant that uses open- and closed-source language models to interact with Excel files through natural language queries.

This repo mirrors my public Kaggle notebooks and keeps them in one clean, versioned place.

A photorealistic Japanese VR museum featuring ukiyo-e artworks with a RAG-powered local AI guide that can hear and speak to visitors. Non-invasive visitor behaviour tracking and analytics for exhibition optimization. Privacy-first, runs fully offline. Built with Unity intigrating technologies like Ollama LLMs, RAG, Whisper, Powershell TTS and more!

Haven is a privacy-first vector database and RAG platform for browsers. Full semantic search, embeddings, and LLM inference—all client-side.

Projects Implemented for the Udacity Generative AI Engineer Nanodegree Program

💬 An AI-powered backend system that lets you query your MongoDB data in natural language using Gemini, Pinecone, and Groq. ⚡ Powered by RAG (Retrieval-Augmented Generation) to fetch, understand, and respond intelligently from your own database.

A PoC of using Weaviate + DSPy to make a BookStore CoPilot

AI-powered document query system using LangChain, ChromaDB, and OpenAI for efficient RAG-based information retrieval.

Generate briefs based on financially relevant information from Bigdata.com

High-performance vector database & RAG memory layer - hybrid search, embeddings, RAPTOR trees, BM25 fusion for AI systems.

A RAG system designed for law firms to enable lawyers to efficiently "talk to their data"

Repo for PyCon Colombia 2024.

Yassir — open-source AI research agent for halal finance and Shariah-compliant investing

Full-stack observability for AI — starting with end-to-end RL post-training, expanding to Agent and inference engine monitoring.

The complete guide to Karpathy's autoresearch pattern — 3,000+ lines teaching AI agents to autonomously optimize anything measurable. Give it a file, a metric, and this guide. Walk away. Come back to something better.

Project Neuro is an emotionally intelligent AI interface designed to understand, reflect, and respond to human moods, beliefs, and cognitive patterns. It merges language models with neural feedback to create a dynamic, responsive digital mind.