BionicGPT offers an on-premise, self-hostable alternative to ChatGPT, prioritizing data confidentiality for enterprises and individual users. It provides a familiar chat interface, robust AI assistant creation with Retrieval Augmented Generation (RAG) capabilities, and comprehensive team management features, all while emphasizing security and observability.

How It Works

BionicGPT leverages a microservices architecture orchestrated via Kubernetes. It utilizes PostgreSQL for data storage, including vector embeddings, and supports various open-source LLMs, allowing seamless switching. The system emphasizes Retrieval Augmented Generation (RAG) for AI assistants, enabling them to process diverse document formats (PDF, HTML, PNG, etc.) through a no-code UI for configuring embeddings and chunking. Security is a core tenet, with features like Row Level Security (RLS) in Postgres, Content Security Policy (CSP), and non-root container execution.

Quick Start & Requirements

• Installation: Docker Compose is recommended for local setup and small pilots. Kubernetes deployment is supported for scaling.
• Prerequisites: Kubernetes cluster (k3s, Docker Desktop, or cloud), PostgreSQL, MinIO or S3-compatible storage.
• Documentation: Homepage, Contributing, Documentation

Highlighted Details

• Supports 80% of enterprise data formats, including PDF, HTML, CSV, PNG, and PPTX, with OCR capabilities.
• Offers enterprise-grade security features like SAST, RLS, CSP, non-root containers, and SIEM integration.
• AI Assistants can be exposed as OpenAI-compatible APIs with key management and throttling.
• Integrates with Airbyte for batch data uploads from numerous sources and supports real-time data capture.

Maintenance & Community

The project is actively maintained, with a focus on regular updates and new features. Community engagement is encouraged via LinkedIn.

Licensing & Compatibility

The project appears to be licensed under the Apache 2.0 license, allowing for commercial use and integration with closed-source applications.

Limitations & Caveats

While designed for scalability, the primary deployment method highlighted is Kubernetes, which may present a higher barrier to entry for users not familiar with container orchestration. Some advanced security features like resistance to timing attacks are listed as "coming soon."