Data agents

VideoDB Nodejs SDK

In this solution accelerator, we demonstrate how generative AI, retrieval augmented generation (RAG) and multi stage reasoning can be used to better navigate through the complexities of regulatory filings, bringing more transparency for companies to disclose their societal and environmental impacts.

A Multi-Agent RAG platform using Vector DBs and AI models to accurately answer AML/CFT compliance queries.

Non sucking cross-platform extremely fast C++ crawler to convert entire websites into LLM readable data

Advanced RAG pipelines for medical (HealthBench, MedCaseReasoning, MetaMedQA, PubMedQA) and financial (FinanceBench, Earnings Calls) QA. LangGraph orchestration + BAML structructed generation, Milvus Hybrid search (Dense + BM25 + RRF), three-layer Metadata Enrichment, Contextual AI instruction-following reranker, and DeepEval evaluation.

Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.

Autonomous robotics research with simulation feedback

Agentic Runtime Extensible Server. A composable AI agent runtime in Rust based on the Cordis framework

A Model Context Protocol (MCP) server for Mount & Blade II: Bannerlord. Gives AI agents access to decompiled source search, XML data browsing, gameplay queries, local mod source indexing, and patch generation tools.为《骑马与砍杀2：霸主》打造的 MCP 服务器，支持源码检索、XML 数据查询、玩法数据浏览、本地 Mod 源码索引与补丁辅助生成。

🧩🏢 Frappe HR Forge is a local ERPNext/Frappe HRMS development project for building custom HR modules. It includes a Docker portal, a prepared Frappe app, custom HR DocTypes, workspace, roles, permissions, demo seed data, a Python 3.11 ML scaffold, ETL pipelines, cached data sources, and a roadmap for future HR recommendations and planning.

An open-source, offline-capable agentic IoT runtime with physical actuation trust. Ori gives physical devices the brain to reason about sensor data via tiered LLM reasoning + graduated authority model for safe autonomous physical action. Runs on a Pi.

💵 AI-powered financial advisor that analyzes personal transaction data, generates insights, and provides personalized financial advice.

Recently I have been researching emergent complexities through first principles reductionism of Langton's Ant and related cellular automata in the hopes that they could potentially offer insights into the emergent intricacies of frontier large language models.

Daily curated arXiv papers on LLM agent simulation, multi-agent systems, city/society simulation, and agent training & alignment. Auto-updated feed classified by Claude.

AI skill for scientific figure generation, tuned for SCI and Elsevier-style manuscript figures with Python and R examples.

BS AI FAST NUCES Coursework material from 2022 - 2026. Access Course Outlines, Books, and Slides with ease.

transformers safetensors llama text-generation en de

transformers gguf llama finance text-generation en

docker research-article-template research paper scientific paper data visualization region:us

transformers safetensors llama text-generation RAG conversational

20+ reference plugins for Ouroboros, the Agent OS — autoresearch, github-pr-ops, guardrails-eval, langfuse-observability and more, plus the UserLevel plugin contract.

AI agent that watches your errors and opens fix PRs

Frags is an advanced AI agent for complex data workflows—retrieval, transformation, extraction, and aggregation. Highly customizable and extensible, it prioritizes precision.

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

A standalone memory engine for AI agents in .NET, with hybrid retrieval, graph memory, pluggable providers, and behavior-shaped memories.

Long-term memory infrastructure for .NET AI agents with semantic, temporal, spatial and robotics memory, hybrid retrieval, and pluggable providers.

MCP server for ICTContact / ICTDialer — monitor outbound campaigns and start/stop them. By ICT Innovations.

MCP server for ICTExam — read exams, gradebooks and item analysis; parse papers with AI and publish exams. By ICT Innovations.

MCP server for ICTBroadcast — monitor outbound voice/SMS/fax campaigns and start/stop them. By ICT Innovations.

MCP server for ICTDialer — monitor cloud auto-dialer campaigns and start/stop them. By ICT Innovations.

Live Benchmark for long Horizon tool using Agentic Systems

⚡️ The "1-Minute RAG Audit" — Generate QA datasets & evaluate RAG systems in Colab, Jupyter, or CLI. Privacy-first, async, visual reports.

A bot that scrapes open-interest and liquidation heatmaps to alert traders when a "Short Squeeze" or "Long Squeeze" is imminent.

Building a Legal Case Search Engine Using Qdrant, Llama 3, LangChain and Exploring Different Filtering Techniques

An advanced AI-powered conversational agent leveraging the Llama 3.2 model and Phidata framework. Features include reasoning, natural language interaction, and tool integration for web searches and calculations. Designed for interactivity with enhanced logging, support for custom tools, and structured outputs.

personal-cfo , Reference implementation — 展示非專業投資人如何用確定性運算做退休軌道監控。銀行帳單進，財務報表出，資料留在本地。Fork 後依照你的情況改 config.yaml 就能用。

A Baseline for an Omnipotent AI Data Catalog

Connecting AI to biomedical data

Generate reliable data visualizations from LLM output using validated specs.

A curated list of awesome Pinecone resources, libraries, tools and applications

Architecture Deep Research: deep research for strategic system design decisions.

The high quality agentic ai Solana harness ✨ like openclaw 🦞 but specialized for Solana 👽 make trading bots, launch bots, build strategies, trade prediction markets and do research. Made with bun, solana/kit 6, Svelte, Helius, and more. Very gud tek 🤌🏼

Simple chatbot for querying metadata of designs in Autodesk Platform Services using Amazon Bedrock.

(〃’▽’〃) Let Agent be DataAnalyst

Using AI Agents for Audit SBOMs for OSS Compliance

This project is an online platform designed to provide comprehensive health services for cancer patients. The aim is to create a digital space where patients can easily access resources, support, and professional consultations to manage their health journey. Through this platform, patients and their families can find essential information.

A chatbot for querying from Wikidata and Dbpedia

Implements a framework to build Generative AI applications.

Data for "OntoChatGPT Information System: Ontology-Driven Structured Prompts For ChatGPT Meta-Learning" paper

Files required for creating a college enquiry chatbot using RASA which is an open-source machine learning framework used for building automated text and voice- based chatbots. The given chatbot is able to answer user's queries on courses, admissions and placements before applying to a college.

Oscillink — Self‑Optimizing Coherent Memory for Embedding Workflows

Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

LangChain Baby AGI integrated as a Web App using Databutton

Fully automated README.md generator powered by multi-agent CREW AI 🤖 and Llama3-70B 🧠—analyzing project structure 📂 and creating custom README styles ✨!

A sample app for the Retrieval-Augmented Generation pattern using LlamaIndex.ts, running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences using your own data.

Knowledgeable Embedding: Injecting dynamically updatable entity knowledge into embeddings to enhance RAG

The web GUI & productivity workspace for OpenClaw (237K+ stars) — tasks, news, dashboards, package tracking, skill marketplace. Self-hosted & private.

Advancement at the intersection of cognitive science, temporal knowledge graphs, database systems, and AI.

Conversational Data Collection. Built with Neuron AI Framework.

PDF Screenshot OCR Analysis with Google Gemini Pro

A simple open-source dashboard to analyze how AI is disrupting the Data Science job market

It shows how to use wiki for the data source of agent.

Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

Impermanent: a live benchmark for forecasting that measures temporal generalization under real world data drift. The benchmark includes foundation models (from AWS, Google, NXAI, Salesforce), classical statistical methods, and simple baselines. Metrics such as MASE and scaled CRPS, along with championship style points, are published on the site.

Resources and references on solved and unsolved problems in agentic AI.

6 progressive demos to detect, prevent, and self-correct AI agent hallucinations, from Graph-RAG research to production deployment on Amazon Bedrock AgentCore

Open, read-only MCP gateway over the Yochai knowledge graph of the Jewish textual tradition — for AI agents and developers.

Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

🚀 Financial Anomaly Detection with DeepSeek and Isolation Forest – A powerful, locally-run tool for detecting financial anomalies using Isolation Forest and DeepSeek LLM. Features AI-powered insights, interactive time-series visualization, and automated PDF audit reports. 🔍📊

Open-source AI add-on for Paperless-NGX: automatic metadata & tagging, RAG document search, and automation with Ollama, Bedrock, Anthropic, and OpenAI

Funes is a Git-based framework for LLM-managed knowledge work: an AI Librarian ingests raw sources, builds an interlinked Markdown knowledge base, and uses it to produce cited reports, analyses, and other outputs.

A Claude Skill that builds polished, interactive HTML explainers, with an automatic QA loop and anti-slop visual guards.

transformers safetensors mistral text-generation it dataset:DeepMount00/gquad_it

transformers safetensors gemma3_text text-generation conversational arz

European Parliament Political Intelligence Platform - Radical transparency - Democratic accountability - AI-generated news in 14 languages

Hashtag is a knowledge-based platform built on the LLMs, offers a comprehensive suite of out-of-the-box capabilities such as data processing, RAG retrieval, and visual AI workflow orchestration, letting you easily develop and deploy complex question-answering systems without the need for extensive setup or configuration.

Local-first provenance manifests and optional AI audits for research evidence bundles

The open source data science agent for Discord and Slack

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

A IDA CLI tool built on Rust, idalib-rs, and idalib. Supports batch and concurrent IDA analysis processes, design for stateless, agent first, skill first, and automation first. Reduce AI understanding and friction costs, make agents to efficiently execute complex binary analysis tasks.

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

Open-source persistent memory infrastructure for LLM applications.🐬

Real-time control plane for OpenClaw — monitor, manage, and configure AI agents and gateway from a single dashboard.

Production-ready microservices framework for AI inference over RPC. It provides a Gateway for client requests, an Orchestrator that schedules work, a Registry for model metadata, Workers that run inference, and a full observability stack (Prometheus, Grafana, Loki, Jaeger) — all wired together with Docker Compose.

Generate/view WNBA stats, analytics, player comparison, chatbot, and AI insights

Multi-User Chatbot with Langchain and Pinecone in Next.JS

using mulimodal RAG to query texts, images and tables from pdf for QA

PTIT's Major Project: Website Programming - This repo contains a chatbot for a clothing store. The chatbot acts as an employee with specific knowledge about clothing consultation, website support, and store information.

A RAG Proof of Concept that delivers comprehensive, context-aware insights on healthcare data privacy through a novel knowledge tree.

Semantic search with openai's embeddings stored to pineconedb (vector database)

This project builds a custom question answering chatbot using Langchain and Google Gemini Language Model (LLM). It fine-tunes industrial data for accurate responses and integrates Streamlit for user interaction, aiming to enhance user experience.

Validate that supporting text quotes in your data actually appear in their cited references

Filter dialog data with a simple entropy-based method (see ACL paper)

Google Cloud Datastore storage module for Botkit

An advanced discord bot running on .net core, that can help with anything that is astronomy related (platesolving, image analysis, astronomical weather forecast, get information on DSO's, ...)

An emotion-aware AI chatbot named Shylpiee that detects user emotions and generates contextually appropriate responses using Python and HTML.

🚀 this project aims to develop an app using an existing open-source LLM with data collected for domain-specific Jenkins knowledge that can be fine-tuned locally and set up with a proper UI for the user to interact with.

AI powered Git repository analysis and reporting

A RAG Application to Ask Questions from a PDF Document using Large Language Models and Vector Database

Vectrain is a high-performance, modular, plug-and-play RAG pipeline that ingests data, generates vector embeddings, and stores them in vector databases for semantic search, recommendations, and analytics.