codeforge-genai-agent 0.1.4

AI-powered coding agent with self-healing, memory, and CLI

🚀 CodeForge GenAI Agent

An AI-powered autonomous coding agent that can generate, execute, debug, and improve code — with memory, safety, and an interactive CLI.

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✨ What is CodeForge?

CodeForge is not just a code generator — it is an agentic system that behaves like a developer:

• Understands intent
• Chooses tools
• Writes code
• Executes it
• Fixes errors
• Learns from failures
• Interacts with users

It combines LLMs + tool execution + memory + safety layers into a single CLI experience.

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🔥 Core Capabilities

🧠 Intelligent Code Generation

• Generates complete, executable Python programs
• No placeholders or incomplete snippets

⚙️ Execution Engine

• Automatically runs generated code
• Captures stdout and errors

🔁 Self-Healing Loop

• Detects runtime errors
• Sends feedback to LLM
• Fixes and retries automatically

💾 Persistent Memory

• Input Memory → remembers user inputs
• Failure Memory → remembers fixes for past errors

💬 Interactive CLI

• Detects input() in code
• Prompts user dynamically
• Falls back to auto-input if needed

🛡️ Safety Layer

• Classifies actions (LOW / MEDIUM / HIGH risk)
• Requires user confirmation for risky operations

🔍 RAG (Retrieval-Augmented Generation)

• Uses local project context
• Improves relevance of generated solutions

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🧠 System Architecture

User Input → LLM → Intent → Tool → Policy → Execution → Error → Self-Heal → Memory → Output

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📦 Installation

pip install codeforge-genai-agent

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🚀 Usage

codeforge

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👤 Author

Rajeev Ghosh