Update README.md

README.md

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----
-sdk_version: 4.44.1
-license: mit
-sdk: gradio
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-# 🧠 Multi-Agent Autonomous AI (Advanced)
+# Autonomous AI Multi-Agent System
+
+This repository contains a multi-agent autonomous AI system built with FastAPI and Gradio.  
+It supports task planning, execution, critique, memory, and manual code submission.
 
 ## Features
-- Planner, Executor, Critic agents
-- Contextual vector memory (FAISS)
-- JSON + log file memory
-- Timestamped, session-aware logging
-- Ready for Hugging Face Spaces
-
-## How to Use
-1. Create a Hugging Face Space (Gradio SDK)
-2. Upload this ZIP folder
-3. Done — `app.py` runs automatically
+
+- Multi-agent system with Planner, Executor, and Critic agents  
+- Cognitive engine for improvement identification and code enhancement  
+- Vector-based memory system  
+- Gradio interface for interactive tasks and manual code input  
+- Logging and resource monitoring
+
+## Setup
+
+### Requirements
+
+- Python 3.8+
+- See `requirements.txt` for Python dependencies
+
+### Installation
+
+```bash
+pip install -r requirements.txt