AI assistant

Assistant for own LLM for working with goods

Used technologies
nodejsjsReactMONGODockerRedisGraphQLGITNeuralExpressMongooseLinuxUbuntuTypeScriptPython
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We developed a powerful AI assistant for BLGROUP, combining advanced technologies with a user-friendly interface and robust analytics.

Tech stack highlights:

  • Admin panel built with React + TypeScript, featuring real-time server load charts.
  • Backend powered by Node.js, integrated via GraphQL, with MongoDB as database.
  • RAG system in Python, enhanced with a custom LLM and embedding-based indexing.

Key features:

  • Real-time chat with the assistant via WebSocket.
  • Knowledge management: imports, categories, updates.
  • Chat history, answer analytics, and feedback tracking.
  • Customizable prompts for tailored responses.
  • Action history with recovery options.
  • User management and RBAC module for access control.
  • Interaction available both in the admin panel and via a Telegram bot.

This solution combines AI-driven automation, analytics, and knowledge management, helping BLGROUP leverage artificial intelligence in everyday business processes.