agentic

robklause/agentic

★ 0 stars Python AI/LLM Updated 3d ago

An agent is just a loop. This free book and site prove it by building one from scratch with Python and Ollama: tool calling, RAG over a real PDF, layered guardrails, and a live MCP server. No frameworks, no API credits.

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Quick Install

Copy the config for your editor. Some servers may need additional setup — check the README.

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "agentic": {
      "command": "uvx",
      "args": [
        "agentic"
      ]
    }
  }
}

Or install with pip: pip install agentic

README Excerpt

**Build a local agent with Ollama and Python, from the loop to guardrails to MCP.** A free book and companion website for solution architects who want to understand agentic AI by building one real system, end to end, on their own hardware. No API keys, no credits, no framework hiding the loop. **Read it online: [agentic.koidev.us](https://agentic.koidev.us)**

Topics

agentic-aichromadbguardrailsllmlocal-llmmcpmodel-context-protocolollamapythonragtool-calling

agentic

Quick Install

README Excerpt

Topics

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