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NeuralForge

NeuralForge is an AI-powered multi-agent software architecture platform that transforms project ideas into structured technical blueprints.

The system uses multiple AI agents to analyze project requirements, generate architecture recommendations, evaluate risks, and produce implementation blueprints.

Vision

Building software often starts with vague ideas.

NeuralForge helps developers, founders, and engineering teams convert ideas into actionable technical plans using collaborating AI agents.

Example:

Input:

"Build a cloud-based AI agent platform."

Output:

  • Project analysis
  • System architecture
  • Risk assessment
  • Technical blueprint
  • Technology recommendations

Current Architecture

User Request → Laravel API → Planner Agent (Llama 3) → PostgreSQL Storage → API Response

Technology Stack

Backend

  • Laravel 13
  • PHP 8.4
  • REST APIs

Database

  • PostgreSQL 16
  • Dockerized deployment

AI Layer

  • Ollama
  • Llama 3

Infrastructure

  • Docker
  • Docker Compose

Implemented Features

Planner Agent

The Planner Agent performs:

  • Project requirement analysis
  • Goal extraction
  • Module identification
  • Complexity estimation

Example output:

{ "goal": "...", "summary": "...", "modules": [...], "estimated_complexity": "medium" }

Data Persistence

Project analyses are stored in PostgreSQL and can be retrieved through API endpoints.

Database Schema

projects

Stores project metadata and AI-generated analysis.

agent_outputs

Stores outputs generated by AI agents.

blueprints

Stores final blueprint information.

API Endpoint

POST /api/projects

Request:

{ "name": "AMD AI Agent Platform", "description": "Multi-agent AI system for cloud infrastructure" }

Response:

Structured AI-generated project analysis.

Roadmap

Phase 1 (Completed)

  • Laravel setup
  • PostgreSQL integration
  • Docker environment
  • Planner Agent
  • Ollama integration
  • Structured JSON generation

Phase 2 (In Progress)

  • Architecture Agent
  • Risk Agent
  • Blueprint Agent

Phase 3 (Planned)

  • Multi-agent orchestration
  • Agent memory
  • Workflow engine
  • AMD GPU cloud deployment

Long-Term Goal

NeuralForge aims to become an AI Software Architect capable of transforming ideas into production-ready implementation plans through coordinated AI agent workflows.

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