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- # 🧠 Autonomous AI (FastAPI + Multi-Agent)
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- This is a multi-agent autonomous AI application using FastAPI, `ctransformers`, and Gradio. It supports:
 
 
 
 
 
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- - 🧠 Planner / Executor / Critic agents
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- - βœ… Session-based memory
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- - πŸ“€ POST + GET endpoints
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- - πŸŽ› Web interface via Gradio
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- - πŸ“¦ Ready for Hugging Face Spaces
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- ## πŸš€ Run locally
 
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- ```bash
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- pip install -r requirements.txt
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- python app.py
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- ```
 
 
 
 
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- ## πŸ§ͺ Endpoints
 
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- | Method | Endpoint | Description |
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- |--------|--------------------------|-------------------------|
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- | GET | `/status` | System check |
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- | GET | `/generate?prompt=...` | Quick model query |
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- | POST | `/generate` | Send prompt + session |
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- | GET | `/memory/{session_id}` | View memory |
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- | GET | `/summary/{session_id}` | Get recent summary |
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- ## 🧠 Agents
 
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- - `planner`: Plans steps
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- - `executor`: Executes simulated code
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- - `critic`: Reviews execution
 
 
 
 
 
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+ # Autonomous AI System
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+ This is a self-improving AI system that can:
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+ - Search the web for information
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+ - Learn from new information
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+ - Generate and execute its own code
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+ - Diagnose and repair itself
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+ - Continuously improve its capabilities
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+ ## Features
 
 
 
 
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+ 1. **Goal-Oriented Processing**
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+ Enter any goal and the AI will create a plan to achieve it
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+ 2. **Web Search Integration**
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+ Uses DuckDuckGo to research topics and gather information
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+
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+ 3. **Self-Coding Capability**
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+ Generates Python code to solve problems and executes it safely
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+
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+ 4. **Self-Diagnostic System**
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+ Regularly checks its own performance and identifies improvements
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+ 5. **Continuous Learning**
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+ Maintains memory of all sessions for context-aware operations
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+ 6. **Self-Repair Mechanism**
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+ Automatically fixes identified issues in its own systems
 
 
 
 
 
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+ 7. **Snapshot System**
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+ Creates recoverable snapshots of system state
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+ ## Setup Instructions
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+
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+ 1. Install Python 3.8 or higher
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+
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+ 2. Install requirements:
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+ ```bash
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+ pip install -r requirements.txt