Yahont: Building a Corporate Knowledge Base with Local Data Control

Yahont is a tool for connecting applications to various data sources with the ability to deploy locally on user servers.

The system ensures indexing and retrieval of knowledge from any source, maintaining full control over data. Each generated response includes links to the information sources used.

The platform supports flexible configuration and integration of both cloud-based and local Large Language Models (LLMs).

Core features include document search and Q&A using a hybrid index, as well as deep investigation through detailed multi-step reports.

Available capabilities include:

• Custom agents with their own knowledge bases and instructions
• Project and file management within chat
• Web search via Srezai (available in Russia without VPN), Serper, Brave, Tavily, SearXNG
• Code execution in an isolated sandbox
• Image generation and voice mode
• Integration of external tools via MCP or OpenAPI

The solution is suitable for building corporate knowledge bases, developing support agents and onboarding systems, as well as for document search and communication.