A Collection of Pydantic Models to Abstract IRL

Design patterns and reference implementations for autonomous AI agent systems. ReAct, tool-use, memory management, fallback, and multi-agent orchestration.

🤖 An AI-powered DevOps agent implementing ReAct architecture to automate mobile release pipelines (Crash Check -> Perf -> Build -> Audit). Built with LangGraph & Ollama.

A coding agent that edits real repos with workspace tools (read/write/search/run), produces JSON traces with token accounting, and renders runs on a live dashboard.

Multi-agent control plane for cross-border e-commerce: LangChain + Claude ReAct workflows, RAG, and ERP/CRM-style tool integration. 跨境电商多 Agent 调度中枢：LangChain + Claude + RAG + ERP/CRM 工具集成。

Intelligent weather agent powered by LLM and MCP protocol. Provides real-time weather data, forecasts and historical information through natural language queries using Groq, LangChain and multi-API orchestration.

日报 AI 自动化框架：AI Agent + Workflow 混合架构，端到端实现从 Excel 面板入职到每日日报自动生成与飞书通知

A step-by-step hands-on guide to building a tool-using AI Agent from scratch in Python with the Google Gemini API. Zero heavy frameworks, just core concepts.

AI agents for genomics

A self-reflective LLM agent with tools, memory, and reasoning built using LangChain + ReAct + Reflexion. Modular FastAPI backend + Streamlit UI.

Multi-agent system with planner, researcher, and writer agents collaborating via tool calling and shared-state orchestration

🔎 AI Search Agent powered by LangChain and Llama-3.3 (Groq). Uses ReAct reasoning to perform real-time web, Wikipedia, and ArXiv searches with a transparent Chain-of-Thought UI.

A guarded NL-to-SQL reasoning agent that learns schema and domain context, then answers analytical questions using iterative, evidence-backed SQL.

🤖 Intelligent, secure, and multilingual chatbot backend for Lorenzo Maiuri's website. Built with FastAPI, Gemini LLM, LlamaIndex, and MongoDB. Features session memory, tool-calling, and robust security

ReAct pattern implementation — build step-by-step reasoning AI agents with tool use

ReAct AI Agent from scratch ; Smart home controller with Gemma 3 & Ollama

Coffee first! A high-horizon agent control loop optimizing context window density and routing execution constraints across multi-room topological grids. Submission for Humanoid SWE Summer Internship.

A ReAct pattern agent that reasons over sales data and calls tools autonomously to answer analysis questions.

Autonomous multimodal AI agent for Linux. Features a dynamic visual grid overlay for high-precision GUI automation using Llama 3 Vision, Groq, and Python.

An autonomous AI research assistant built from scratch using the ReAct (Reasoning + Acting) paradigm. Features a cost-aware multi-LLM routing engine (Gemini 3.1 Flash Lite + Groq LLaMA 3.3 70B) grounded with real-time web execution via the Tavily Search API. Generates downloadable markdown analysis reports and reasoning traces.