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Build a network info AI Agent

ReACT AI Agents

  • Reason, then Act

  • The agent considers the questions (Reasons) and what it will need to answer it

  • The agent determines - given a list of tools - what will help it answer the question

  • The tools are executed by the agent code and return their results

  • The agent synthesizes a final answer based on initial question and the tool results

What is Ollama?

  • Local LLMs Made Easy

  • An engine to easily download and execute LLMs

  • Includes a library of available models to choose from

  • Provides a convenient and easy-to-use REST API

  • Supports some of the popular "open" models:

    • Llama

    • Phi

    • Gemma

  • Model features include

    • Chat completion

    • Tool Calling

    • Embedding

    • Vision

Reference

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