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10mudassir007/Agentic-Systems

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Agentic Systems

πŸš€ Agentic Systems is a go-to repository for building web search agents and multi-agent workflows using cutting-edge AI frameworks. It provides practical implementations leveraging LangChain, LangGraph, Phidata/Agno, Pydantic, and CrewAI to create intelligent, autonomous, and collaborative AI agents.

πŸ“Œ Features

  • Web Search Agents – Build AI-powered agents that autonomously retrieve and process information from the web.
  • Multi-Agent Email Response Agent – Automates email handling with intelligent agent collaboration.
  • LLaMA OCR – Optical Character Recognition (OCR) powered by LLaMA models for document processing.
  • Multi-Agent Travel Planner – AI-driven travel planning, including itinerary recommendations and booking assistance.
  • Seamless Integration – Works with popular AI frameworks to streamline agent-based solutions.

πŸ› οΈ Tech Stack

  • LangChain – Framework for building LLM-powered applications.
  • LangGraph – Graph-based execution for multi-agent workflows.
  • Phidata/Agno – Data and workflow automation for AI agents.
  • Pydantic – Data validation and settings management.
  • CrewAI – Multi-agent collaboration framework.

πŸ“‚ Project Structure

πŸ“¦ Agentic-Systems
β”œβ”€β”€ πŸ“ Email Response Agent
β”‚ β”œβ”€β”€ duckduckgo_tool.py # Search Tool
β”‚ β”œβ”€β”€ email_agent.py # Email Response Generator
β”œβ”€β”€ πŸ“ LLAMA-OCR
β”‚ β”œβ”€β”€ ocr.py
β”œβ”€β”€ πŸ“ Travel-Planner
β”‚ β”œβ”€β”€ travel-planner.ipynb
β”œβ”€β”€ agent.ipynb # Agent with LangChain 
β”œβ”€β”€ agent_phidata.ipynb # Agent with Phidata/Agno
β”œβ”€β”€ agent_pydantic.ipynb # Agent with Pydantic AI
β”œβ”€β”€ agent_with_crewai.ipynb # Agent with CrewAI
β”œβ”€β”€ langgraph_llm_with_tools.ipynb # Agent with LangGraph 
└── πŸ“„ README.md # Project documentation

πŸš€ Getting Started

1️⃣ Installation

Clone the repository and install dependencies:

git clone https://github.com/yourusername/agentic-systems.git
cd agentic-systems

πŸ› οΈ Contributing

Contributions are welcome! Feel free to submit pull requests, issues, or feature suggestions.

πŸ“œ License

This project is licensed under the MIT License.


πŸš€ Agentic Systems – Empowering AI with autonomous and intelligent multi-agent workflows!

About

A go-to repository for building web search agents and multi-agent systems using LangChain, LangGraph, Phidata/Agno, Pydantic, and CrewAI. It includes a multi-agent email response agent, LLaMA OCR, and a multi-agent travel planner, enabling autonomous and intelligent workflows. πŸš€

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