Data agents

LLMs prompt augmentation with RAG by integrating external custom data from a variety of sources, allowing chat with such documents

FC Terminal is a high-fidelity, clinical financial analytical interface designed for retail and institutional traders. By leveraging the *Gemini 3 Pro multimodal logic and real-time Google Search Grounding, it bridges the gap between raw market data and actionable investment strategy.

Python package for Rasa deployed on official repo pypi.org. https://pypi.org/project/easy-rasa/ Converts data present in a standard format in CSV to rasa format nlu.md file

Using Azure OpenAI deployment of GPT-4 Turbo with Vision to analyse out-of-stock situation in a fictitious retail shop.

Integrate artificial intelligence into FilamentPHP, leveraging your Eloquent Model data as knowledge.

AI Screen Analyzer allows users to capture screenshots, analyze them using various AI providers and models, and engage in conversations about the images.

🤖 AI-powered CLI for file reorganization. Runs fully locally — no data leaves your machine.

基于 Youtu-Agent 框架构建的Nexus财务智能体，专为A股市场设计。

AI for tactical cycling intelligence: Predictive mud logic, S-Scale terrain analysis, and powered GPX routing

A AI visualization tool that uses Plotly to build visualizations and Data apps

A governed orchestration bridge between Claude and Gemini CLI agents with emotional modulation, task delegation, and safe output containment.

NewsPulse is AI powered news analytics app for investors

Game Asset Generator using Artificial Intelligence and NLP. Transforms natural language into game assets such as game objects, worlds, quests, storylines, branching-dialogue trees and 2D textures.

A2A agent implementing OpenDeepResearch

Examples of how to monitor the OpenAI SDK calls using Langfuse

Work with your business data using natural language

Multimodal AI Assistant is an advanced chatbot designed for local interactions with LLMs, files, and multimodal functionalities. Built on the Chainlit framework, it integrates Langchain and ChatOllama for hosting models locally, with cloud storage and monitoring via LiteralAI.

Near-optimal vector quantization from Google's ICLR 2026 paper — 95% recall, 5x compression, zero preprocessing, pure Python FAISS replacement

An agentic product lifecycle accelerator. Give it an idea, get a PRD, research plan, design spec, tech spec, and backlog — in minutes.

Give AI agents access to money 💰1,100+ MCP tools — swap, bridge, stake, lend, trade, and deploy across most blockchains. The open MCP gateway where AI meets DeFi. Trade crypto, swap across DEXs, bridge chains, stake tokens, lend, track whales, read market news, analyze smart contracts, pay other agents autonomously via x402.

mAItion is an all-in-one ready-to-use AI-powered tool that combines your existing knowledge with LLMs, allowing you to chat, search and interact with your data through a slick chat interface.

Self-healing multi-agent system using ontologies and MCP to automatically adapt when database schemas change

Industrial AI Agents using LLMs

🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations

LazyChat — an AI assistant docked inside your ERPNext desk. Chat with your data, draft reports, stage edits (Apply-gated). Bring your own LLM: any OpenAI-compatible or Anthropic key, stays in your browser. Also ships an MCP server (101 permission-scoped tools).

AI WorldCup Arena 2026: AI agents compete to predict the 2026 World Cup with virtual points, leaderboards, reports, and transparent sports analytics.

All your Zotero annotations in one place — filter, export with citations, and turn highlights into linked, searchable ideas. Plus grounded Q&A with clickable page citations.

gradio mcp-server-track agent-demo-track knowledge-graph entity-extraction nlp visualization semantic-analysis

transformers safetensors llama text-generation dataset:THUDM/AgentInstruct arxiv:2310.12823

transformers safetensors gemma3_text text-generation conversational arz

transformers safetensors llama text-generation conversational en

Generate editable scientific SVG figures from method text with local SAM3 and dual-provider routing.

Reference Java & Spring implementation of the Open Ingestion Standard (OIS). It provides a secure, decoupled, and vendor-neutral enterprise data integration platform leveraging modern Java 25 features, Spring Boot, Spring AI and vector search infrastructure to orchestrate data flows

Scenarios and tasks for evaluating AI agents on real-world AWS automation tasks. Use the aws-bench framework (https://github.com/aws-bench/aws-bench) to provision isolated AWS environments, run agents, and evaluate their results.

Agent Runtime Platform — the open-source runtime that powers AI employees

Research design for a Jev-native agent system: tool integration, speculative parameter proposals, external helper logits Top-k proposals with Jev-controlled fallback ,decision-aware hierarchical memory, and dependency-aware replanning.Feature:Jev naturallanguage conversation prototype using external helper logits and dynamic Top-k token selection.

A structured, continuously updated atlas of post-training research across language, agents, multimodal models, generative media, and embodied intelligence.

Context cards for dbt metrics — 5-layer meta: schema, validator CLI, and installable agent skill so AI agents answer analytical questions accurately

Discovery Foundation Models (DFMs): From solving tasks to discovering new knowledge.

Streaming reasoning layer for AI. Incremental rules engine with vector search, graph traversal, and explainable derivation traces.

DeepResearch Agent with LangGraph, using any LLM models, search engine, RAG retrieval. 基于LangGraph构建的DeepResearch Agent，可以搭配任意搜索引擎、OpenAI接口兼容的模型。

Agentic crypto trading bot powered by local Llama 3. Chain-of-Thought reasoning across RSI, MACD & live news. 100+ exchanges via CCXT.

What a $500/hour coach would analyze after reading 90 days of your meetings.

Llava, Ollama and Streamlit | Create POWERFUL Image Analyzer Chatbot for FREE - Windows & Mac

Vectorify package for Laravel

Browser-native vector database built in Rust and compiled to WebAssembly for client-side embedding storage and semantic search.

The Indox Ecosystem offers integrated AI tools for data workflows. Our four components (IndoxArcg, IndoxMiner, IndoxJudge, and IndoxGen) enhance AI applications with advanced retrieval, extraction, evaluation, and generation capabilities, supporting multiple document formats and LLM providers.

The project enables the use of a Telegram Bot to send commands, monitor status, view logs, and manage the quota of AI Agents running within the Antigravity IDE. It supports intelligent polling, CDP injection, and resource monitoring.

Open Source Deep Research and Learning Agent (Perplexity Pro Alternative). Orchestrates autonomous researchers using LangGraph, Python, and Next.js for students, developers, and lifelong learners.

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

NaLaMap is an open-source application to create webmaps and analyze geospatial data using natural language.

MCP server for arXiv.org - Search, analyze, and export academic papers with AI assistants. Features advanced paper discovery, citation analysis, trend tracking, and multi-format exports.

ELIZA therapy chat-bot with sentiment detection and response via avatars

🧩 / 🌈 RealtimeWeather - This plugin provides practical weather information by obtaining real-time weather data and can automatically update based on the user's location.

AMBER ICI v5: local-first Ollama investigative command center with case-scoped evidence, agent chains, hybrid retrieval, streaming analysis, graph and timeline views, OCR, controlled web research, and GPU telemetry.

An open standard for multi-agent workflows -- from scripted pipelines to self-organizing teams. Declarative. Runtime-agnostic. Portable.

Integrates LangChain with SAP HANA Cloud to make use of vector search, knowledge graph, and further in-database capabilities as part of LLM-driven applications.

The topic is about product matching via Machine Learning. This involves using various machine learning techniques such as natural language processing, image recognition, and collaborative filtering algorithms to match similar products together.

DataRobot Agentic Workflow Templates

openai paper searching focusing on Author relate to OpenAI, openai paper searching, awsome-openai-paper.

Evals framework for Information Retrieval Systems

[ACL 2026] Official implementation of "ZARA: Training-Free Motion Time-Series Reasoning via Evidence-Grounded LLM Agents

🏃 OpenClaw skill that syncs your Garmin Connect health data (sleep, HR, stress, activities, HRV, SpO2) into markdown files. Daily health summaries for your AI agent.


HyDRA: Hybrid Dynamic RAG Agents, An advanced, agentic AI framework that transforms Retrieval-Augmented Generation from a static pipeline into a dynamic, learning reasoning system.

Enterprise-grade RAG and document search system for extracting reliable insights from real-world data.

Automatically filter sensitive information from RubyLLM conversations using Top Secret.

AI-powered RAG app to chat with any documentation - scrape, generate knowledge base, and query docs with source-backed answers.

Build sovereign RAG systems with MAS‑RAG, Dual‑RAG, GraphRAG, Spatial‑RAG, multimodal pipelines, and vector search directly inside Oracle AI Database 26ai and Exadata.

Autonomous multi-agent system built using LangChain and LangGraph that orchestrates collaborative agents—Supervisor, Researcher, Writer, and Critiquer—to automatically gather information, generate detailed research reports, refine output, and visualise the workflow as a graph. Includes a Streamlit web UI and optional Graphviz visualisation.

What a $500/hour coach would analyze after reading 90 days of your meetings.

crawl4ai for video & audio — turn any YouTube video, podcast, or recording into clean timestamped markdown, or a verified TTS/STT training dataset. Runs locally.

Privacy-first, local-first research notebook for macOS & Windows — chat with your own PDFs, Office docs & web pages and get cited answers, all on your machine. Open-source NotebookLM alternative.

gradio region:us

transformers tensorboard safetensors llama text-generation finance

A collection of Claude skills organized by how I think, decide, research and build.

Turn your Hermes agent into a financial analyst — on-demand equities / macro / options / prediction-market analysis, plus a standing watch: morning brief, earnings, 13F diffs, Polymarket. Powered by LLMQuant Data.

Realtor Agent: AI-powered tool for property analysis, running comparables, and assisting with contract document finalization in real estate transactions.

Agentic research control plane: queue state, worker preflight, wake-gated execution, evidence sync, dashboard, alerts, and AI-generated paper packaging.

Embeded Vector Database for low performance devices

Evidence-based competitive product analysis for product managers — compare features, experience, pricing and positioning, then turn gaps into product opportunities.

Antigravity Agent Skill for Google NotebookLM integration via nlm CLI. Create notebooks, add sources, generate audio podcasts, research, and query with AI.

Reference harness for the Big Finance benchmark of workflow-grounded financial-research questions

Independent measurement of Robinhood Chain — agents, holders, and what the chain is actually used for. Five findings, all reproducible.

This is a RAG project to chat with your uploaded PDF , made using Langchain and Anthropic Claude 3 used as LLM , hosted using Streamlit

High-performance local AI inference engine.

I have developed a Crypto Analyzer using Crew AI in Python, utilizing agents, tasks, and tools.

Use AI to personify books, so that you can talk to them 🙊

Example Langchain agent to demonstrate the potential use of Neo4j graph database as memory.

QA LLM from Confluence data

In this repository, you will discover how Streamlit, a Python framework for developing interactive data applications, can work seamlessly with the Open-Source Embedding Model ("sentence-transformers/all-MiniLM-L6-v2") in Hugging Face and Llama 2 🦙🦙 model.

AgentParse is a high-performance parsing library designed to map various structured data formats (such as Pydantic models, JSON, YAML, and CSV) into agent-understandable blocks. By leveraging **AgentParse**, engineers can ensure seamless data ingestion for LLM agents, enabling fast and accurate processing of real-world data.

A simple open domain generative based chatbot based on Recurrent Neural Networks

Send any JSON and form data through webhooks to Matrix end-to-end encrypted (E2EE) rooms with HTTP POST requests

"Sniffs out bad data"

an easy way to create JSONL files for fine-tuning openai models.

A Retrieval-Augmented Generation (RAG) application for exploring Tokyo land prices using an interactive map

RAG application (backend & frontend) with sources retriveal and highlighting on the Databricks Platform

Python for logic. English for intelligence.

Secure Retrieval-Augmented Generation (RAG) with role-based access control using Mastra AI orchestration, with JWT Secure, also Deep Research built with Cedar & Next.js. Gemini, OpenAI, Openrouter, & Gemini CLI usable. Also exposes tools, agents as MCP Server Also A2A Agent Cards