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🧠 Vectra: The Intelligent Agentic RAG Assistant

Unlock the potential of your corporate data with a powerful and intuitive chat interface.

Vectra is more than just a chatbot. It's a comprehensive artificial intelligence platform designed to unify your structured and unstructured data, providing precise, sourced, and actionable answers in real-time.

✨ Why Choose Vectra?

  • Hybrid Intelligence: Intelligently switches between vector search (RAG) for your documents and SQL query generation for your analytical data.
  • Total Control: A self-hosted architecture that ensures your data remains private and under your control.
  • Premium Experience: A modern interface with streaming responses, dynamic chart rendering, and precise source citations.
  • LLM Agnostic: Compatible with the best models on the market (Gemini, OpenAI, Mistral, Ollama).

🚀 Ready to Transform Your Business?

Explore our documentation to discover how to deploy Vectra and connect your knowledge bases.

  • Quick Start: Launch your instance in minutes with Docker.
  • Configuration: Connect your SQL databases, Qdrant, and configure your AI models.
  • Architecture: Dive into the technical details of our tri-hybrid stack.
  • API Reference: Integrate Vectra features into your own applications.

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