Data agents

A collection of Python agent samples built with the Google Agent Development Kit (ADK), demonstrating integrations with services like BigQuery and Vertex AI Search.

Memcortex is a lightweight semantic memory layer for LLMs using open source embedding model and Weaviate for vector storage and retrieval.

Lightweight, decoupled RAG evaluation scaffold (dataset → vector store → RAG workflow → evaluation) with a Qwen-based demo.

A pipeline to convert contextual knowledge stored in documents and databases into text embeddings, and store them in a vector store

Python SDK for vishwa.ai

TreeThinkerAgent is a lightweight orchestration layer that turns any LLM into an autonomous multi-step reasoning agent. It supports multi-step planning, tool execution, and final synthesis while exposing the entire reasoning process as a tree you can explore.

Delphi Lab showcasing OpenAI's v1/responses endpoint with vector search, integrations, and session-based chat. Practical integration of generative AI. Also manages Deep Research.

An open source Clojure chat UI for interacting with LLM's

Chat with Anything 📃

Lunary AI Python Client (Analytics, monitoring and evaluations for GenAI apps)

AI agent for enhancing datasets with information from the internet

Beyond Basic RAG, Empowering Real-Time Deep Research

Self-evolving minor-user identification agent for anthropomorphic AI interaction, with trigger evaluation, evidence chains, and deployable protection workflows.

Convert documents, images to high-quality Markdown using Vision LLMs. Built for RAG ingestion pipelines.

AI gateway built in Rust with advanced routing, caching, and monitoring capabilities.

Deep research agent built with Neuron PHP AI framewokrk

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.

🚀 A powerful tool to automatically generate descriptive tags for image datasets using both WD Tagger and VLM, with a user-friendly web UI. Perfect for preparing training data for Stable Diffusion and LoRA.

Minimal, async-first Python framework for production LLM apps- 2 hard deps, no magic, no SaaS.

High-performance, Hardware-First Vector Database engine built in Zig and Go. Sub-millisecond HNSW search with 64-bit metadata filtering and 1.8MB binary footprint.

Chinese OpenClaw use cases: real-world workflows, prompts, configs, automation examples, and a structured Markdown + JSON dataset.

Model Context Protocol (MCP) client for NetSuite ERP. Connect AI models to your business data.

Open-source platform for reproducible AI/ML workflows, from local experimentation to distributed workers and long-lived services.

Multi-stage AI research agent with RAG pipeline and structured reasoning workflows.

Guardrails service for AI agents. Default-deny tool call evaluation with LLM safety analysis, priority-ordered decision matrix, and human-in-the-loop escalations. Session recording, behavioral analysis, MCP proxy, secret redaction, and real-time audit.

AI-powered bid analyzer — 100页招标文件10分钟读完，投标文件自动审查零遗漏

A complete LangGraph guide for PhD students and researchers. From zero to multi-agent systems with Python examples (chatbots, ReAct agents, supervisor patterns, research pipelines).

A curated list of AI agent frameworks, tools, platforms, research papers, and resources

An AI-driven multi-agent trading platform for options trading and stock trends analysis. This project leverages advanced machine learning, real-time market data, and a modular multi-agent framework.

LLM-free, layout-aware PDF chunking for RAG pipelines. Preserves document structure via regex and font heuristics. Written in pure Rust.

Unofficial mobile PWA for Hermes Agent — installs as a plugin in your Hermes Dashboard (web UI) and adds a Mobile tab. Chat, approve actions, and watch your agent from your phone.

Evidence-driven stock market analysis CLI for A/HK/US/JP/KR stocks, funds, and portfolios.

transformers safetensors llama text-generation conversational en

transformers pytorch llama text-generation dataset:Aeala/ShareGPT_Vicuna_unfiltered arxiv:2312.16886

transformers tensorboard safetensors gguf llama text-generation

Ever® Works™ - The Workshop for AI. An open agentic runtime that autonomously researches, ships, and maintains entire businesses, 24/7 - https://ever.works

Powered up by Lex, Polly, Lambda, S3 and some sentiment analysis, the Shakira chatbot will make you move your hips.

QilbeeDB is a cloud-agnostic, high-performance graph database built for autonomous AI agents, real-time memory, and enterprise automation.

DeFiPy: Python SDK for Agentic DeFi

Deploy a "chat with your data" bot in minutes.

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

Transform unstructured documents into actionable, structured data with enterprise-grade precision and reliability, ready for large-scale production environments.

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.

🦾 Ultra-compact agent framework for Kafka in Go. Operate a distributed swarm.

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

A2A agent implementing OpenDeepResearch

Examples of how to monitor the OpenAI SDK calls using Langfuse

Speech-to-Speech conversational AI using Azure OpenAI Service and Azure Speech Services

Work with your business data using natural language

Production multi-agent trading platform with rigorous walk-forward validation. TSMOM momentum (1.097 Sharpe) + GEX regime filtering. Interactive CLI, autonomous trade lifecycle, daily scheduler. Alpaca integration. Built on Microsoft AutoGen. Research-driven approach with statistical validation. Educational - not financial advice.

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

Production-grade RAG toolkit - ingest PDFs, DOCX, XLSX into Qdrant with LLM metadata extraction, hybrid search, and SHA256 deduplication.

DataRobot Agentic Workflow Templates

A curated list of tools, frameworks, and resources for running AI locally — inference, RAG, orchestration, monitoring, and more.

AI Framework for Remote Sensing Image Analysis using RAG - 88%+ accuracy, multi-modal queries, ChatGPT-like interface

PPO-based RL system for XAUUSD trading. Trained on 2004-2025 gold price data (15-min intervals).

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.

Real-time global intelligence dashboard 54-country CII, AI Agent (Ollama/Groq/OpenRouter), 35+ data layers, Tauri desktop (Win/macOS/Linux)

No Mac Mini? No problem. HermesFace is the best free way to deploy Hermes Agent on HuggingFace Spaces — 2 vCPU, 16GB RAM, 50GB storage, always online, zero cost.

MCP server for Chart Library — visual chart pattern search engine. Find similar historical stock charts and see what happened next.

Multi-agent research assistant using OpenAI Agents SDK and Olostep to produce sourced Markdown research reports.

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

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

SDK for developing apps on top of Hypermemory

Embedded long-term memory database for AI agents & LLM apps. Six-layer cognitive architecture, knowledge graph, hybrid BM25 + vector search, sleep-time memory consolidation. One .meh file, zero infrastructure, pure Go.

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.

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

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

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。

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

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

Redis Vector Library (RedisVL) -- the AI-native Java client for Redis.

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

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.

Build Fullstack GenAI apps and AI Agents

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.

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.

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.

A complete A–Z guide to Natural Language Processing (NLP) using Python — includes real-world projects, machine learning models, and chatbot implementations. Ideal for students, researchers, and data science enthusiasts.

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

AMBER ICI v4: industrial-grade local Ollama command center for multi-model orchestration, live token streaming, graph correlation, investigative file ingestion, agent/chain pipelines, archive search, timeline analysis, OCR extraction, and GPU telemetry.

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

Multi-Agent Reinforcement Learning for UAV-USV Cooperative Task Allocation in Offshore Wind Farms

A sophisticated forex market analysis system using a swarm of specialized AI agents organized in a forest structure to provide comprehensive market insights and trading recommendations.