NeuroNetes

Complete Example: RAG-Powered Code Assistant

This example demonstrates a complete agent deployment with RAG (Retrieval-Augmented Generation) for code assistance.

Overview

This setup creates:

• A code assistant agent with multiple tools
• RAG pipeline with vector store
• Queue-based task processing
• Session-based state management
• Cost-optimized GPU scheduling

Architecture

┌─────────────┐      ┌──────────────┐      ┌─────────────┐
│   Client    │─────▶│   Ingress    │─────▶│   Agent     │
│  (VSCode)   │◀─────│   (HTTP)     │◀─────│    Pool     │
└─────────────┘      └──────────────┘      └─────┬───────┘
                                                   │
                     ┌──────────────┐             │
                     │  Task Queue  │◀────────────┤
                     │   (NATS)     │             │
                     └──────────────┘             │
                                                   │
                     ┌──────────────┐             │
                     │Vector Store  │◀────────────┤
                     │  (Weaviate)  │             │
                     └──────────────┘             │
                                                   │
                     ┌──────────────┐             │
                     │Session Store │◀────────────┘
                     │   (Redis)    │
                     └──────────────┘

See README.md for the complete example with full deployment instructions, configurations, and testing procedures.

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