A Collection of Pydantic Models to Abstract IRL
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Updated
Dec 10, 2025 - Python


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.
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
AI agents for genomics
A self-reflective LLM agent with tools, memory, and reasoning built using LangChain + ReAct + Reflexion. Modular FastAPI backend + Streamlit UI.
🔎 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.
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。
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.
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
Autonomous multimodal AI agent for Linux. Features a dynamic visual grid overlay for high-precision GUI automation using Llama 3 Vision, Groq, and Python.
Deep dive into enterprise-grade AI Agents & Advanced RAG. Implementing MCP architecture, hierarchical indexing, query transformation, ReAct loops from scratch, and multi-agent state management.
Personal Assistant Agent — Gemini API + ReAct loop with pluggable tools (RTU coursework: Application Computer Systems Software 2025/26)
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.
An intelligent AI Research Agent using ReAct reasoning to perform web searches, execute calculations, and generate automated markdown reports via Groq Cloud (Qwen-32B).
Agent IA de veille technologique — FastAPI, ReAct pattern, RAG numpy, Gemini API, déployé sur Railway/Neon
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