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What's New in Wikit Semantics Q2 2025 ​

1. Document Ingestion V2 ​

We are rolling out a new version of our ingestion system that significantly improves document processing performance and reliability. This technical evolution optimizes processing times and strengthens platform stability for all types of content.

2. New Application Type: Personal Assistant ​

We are introducing a new application category that allows users to create a personalized AI assistant with their own private documents.

Main features:

  • Private file upload: Directly import your PDF, DOCX, XLSX, etc., documents into Semantics Chat
  • Custom starters: Configure predefined question suggestions to facilitate interactions
  • Private context: Your documents remain private and are only accessible to you
  • Integrated interface: Complete management from the Semantics Chat interface

This application is particularly suitable for analyzing personal documents, searching private document bases, or assisting with specific projects.

3. RAG Engine Improvements ​

Our Retrieval-Augmented Generation system benefits from major improvements for better accuracy and versatility.

New capabilities:

  • Support for simple Excel/CSV files: Optimized processing of tables and structured data
  • Hybrid search: Combination of semantic search and keyword search for increased accuracy
  • Query reformulation: Automatic optimization of questions to improve result relevance

These improvements allow for a better understanding of structured content and complex user queries.

4. Semantics Chat for websites with authenticated mode ​

Evolution of our web integration solution to support user authentication on your websites.

Features:

  • Secure authentication: Integration with your existing authentication systems

5. New Connectors ​

Extension of our connector ecosystem to facilitate integration with your business systems.

ITSM Connectors:

  • Clarilog: Full integration for incident and request management

Semantics Sources:

  • Jalios: Connector for Jalios collaborative platforms
  • eXo Platform: Integration with eXo Platform solutions
  • Wikit Semantics JSON API: Generic connector for integrating custom APIs

6. New LLM Models Supported ​

Wikit Semantics expands its compatibility with the latest artificial intelligence models to offer you more choice and performance.

New models available:

  • Azure OpenAI Text Embedding 3 Large: High-performance embedding model for better semantic understanding
  • Mistral Small 3.1 via Scaleway: French model optimized for professional use
  • Mistral 3.2 via Mistral: Evolved version offering extended capabilities

These models enrich our catalog and allow you to adapt the technological choice according to your specific needs for performance, compliance, or sovereignty.

These new features are being progressively deployed across all Wikit Semantics environments. We invite you to explore these new features and contact your Customer Success Manager for any questions or assistance in their implementation.