Build Your Local RAG Ecosystem with Intelligent Intern

Intelligent Intern offers a powerful and flexible infrastructure for developing and managing Local Retrieval-Augmented Generation (RAG) systems. Designed for developers and teams, it provides everything you need to run locally or scale effortlessly to cloud providers like Azure and Hetzner.

  • Complete Service Integration: Manage a suite of integrated services, including databases, messaging systems, and monitoring tools, all orchestrated through Docker Compose.
  • Simplified Setup: Quickly configure your environment using well-structured shell scripts and make commands.
  • Flexible Deployment: Operate seamlessly on your local machine or deploy with precision to cloud platforms.
  • Scalable Architecture: Support for high-performance data visualization, metric collection, and secure authentication with Grafana, Prometheus, and Keycloak.
  • Secure and Customizable: Fine-tune every component, from storage to APIs, while maintaining robust security with Vault and SSL integration.

Whether you’re experimenting locally or deploying at scale, Intelligent Intern equips you with a streamlined, developer-friendly ecosystem for creating advanced AI solutions. Explore the capabilities today!

Integrated Infrastructure for Local RAG and Beyond

 

This infrastructure is designed to provide a fully integrated, secure, and scalable environment for modern applications. It brings together key technologies and tools to streamline development and deployment processes while ensuring robust credential management, user administration, and seamless service communication.

  • Symfony Backend with Vault Integration: The Symfony backend is configured to use Vault as its secure credential store, ensuring sensitive data remains protected while enabling seamless API interactions for microservices.
  • Grafana for Centralized Logging: Logs from across the infrastructure are collected and visualized in Grafana, enabling real-time monitoring and troubleshooting for enhanced operational insights.
  • MinIO via Flysystem: MinIO integrates with Symfony through Flysystem, providing a scalable and performant object storage solution for applications.
  • Keycloak for User Administration: Keycloak acts as the central identity provider, managing user identities, roles, and issuing secure access and ID tokens for authentication across the system.
  • iilib Python Base Library: Microservices leverage the iilib library to fetch credentials dynamically from Vault, ensuring secure and consistent communication with all integrated services.

The infrastructure is supported by a streamlined build process that automates container orchestration, secret management, and service initialization, allowing teams to focus on building and deploying their solutions with confidence.