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Comprehensive AI Agents and Interactive UI

Project Description

Comprehensive AI agents comprise various tools aimed at enhancing tasks such as internet searches, web scraping, data conversation, and trip planning. The project includes:

  • Multi-Tool Agent: Capable of navigating between utilities like internet searches, web scraping, and two RAG (Retrieval-Augmented Generation) tools for conversing with data.
  • Agent Orchestration Tool: Designed specifically for planning trips.
  • Comprehensive RAG Tool: Equipped with multiple retrieval methods for optimal information retrieval operations.

Libraries Used:

  • Llama-index
  • Langchain
  • CrewAI
  • OpenAI

Running the Project:

  1. Download Ollama using the following command:

    curl -fsSL https://ollama.com/install.sh | sh

  2. Make the Ollama model setup script within the setup directory executable using:

    chmod +x <filepath>

  3. Run the Ollama model setup files.

  4. Use the following command to run the Ollama server and utilize the models:

    ollama serve

  5. Open the virtual environment using Poetry shell:

    poetry shell

  6. Finally, run the Flask app using:

    python app.py

    Run the deployed app via the link:

    https://comprehensive-ai-agent.onrender.com