Autonomous AI Agent

Overview

This project implements an autonomous AI agent capable of:

• Understanding natural language requests
• Creating its own execution plan
• Executing the plan
• Performing a lightweight self-review
• Generating a professional Microsoft Word document

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Tech Stack

• Python
• FastAPI
• Groq Llama 3.3 70B
• python-docx
• Pydantic

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Project Structure

app/

main.py

agent.py

planner.py

executor.py

reflection.py

doc_generator.py

llm.py

config.py

models.py

prompts.py

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Run

pip install -r requirements.txt

Create .env

GROQ_API_KEY=YOUR_KEY

Run

uvicorn app.main:app --reload

Open

http://127.0.0.1:8000/docs

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Example Request

{ "request":"Create a business proposal for an AI Healthcare Startup." }

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Engineering Improvement

Implemented lightweight Reflection/Self-check.

The generated document is reviewed before returning the final result.

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Future Improvements

• Tool Calling

• RAG

• Conversation Memory

• Retry based Reflection

• Multi-Agent Architecture

uvicorn app.main:app --reload streamlit run app/streamlit_app.py