What's new in GsKnora

GsKnora ships in small steps. This page sums up what each brings; details are on each feature page.

Quality and cost control

• Guardrails: every question and answer, on every channel, is checked (hijack attempts, refused terms, personal data, system prompt leaks). "Log only" by default, with an incident log; "Block" refuses without calling the model.
• Evaluations: reference question sets asked to an agent as in a real chat, scored on sources found, expected answer coverage and an optional AI grade. Runs are kept and compared question by question.
• Costs and usage: tokens, estimated costs and answer times by day, model, agent and channel, with a price list per model.

Documents and search

• Scans read in French by default with Docling, fast mode available, Mistral OCR optional.
• Parsing engines hosted outside Europe hidden from the interface.

Assistant, agents and automations

• GsKnora assistant, agent collaboration, scheduled automations and execution permissions.
• Shared memory per team and per agent, and projects with an up-to-date sheet.
• Meetings from Teams, Zoom and Google Meet: transcripts imported into the knowledge base.
• Voice conversation.

For France

• Interface, assistant, prompts and documentation in French, English second.
• WhatsApp channel; China-only messaging, sources and vendors hidden by default.
• Featured vendors: local Ollama, Anthropic (Claude), Mistral, OpenRouter and ElevenLabs for voice.