LabLab Next Hackathon

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HyperNode

Janmolski

RbKomar

Laszer

kozak

Revolutionize Document Management for Construction Industry with AI-Powered Solution.

Transform unstructured documents into interconnected, actionable knowledge with our cutting-edge Information Retrieval technology.

Advanced Document Digitization:
• State-of-the-art OCR technology based on OCR4all framework.
• Multi-stage process: intelligent preprocessing, advanced segmentation, precision recognition.
• Hybrid approach: automated efficiency, manual parameterization, LAREX editor integration.
• AI-powered language models for text correction.
• Multimodal models (e.g., CLIP) for complex documents.

Dependency Analysis:
• Named Entity Recognition (NER) for mapping relationships.
• Instant insights on responsibilities, contacts, and historical data.

Graph Generation:
• Interactive visualization of company knowledge.
• Explore document dependencies, semantic relationships, and personnel responsibilities.
• Hybrid search technology combining dense and sparse methodologies.
• Intuitive exploration tool.
• DAO for node traversal, ready for LLM-chat integration.

Business Benefits:
• Structured, searchable knowledge base.
• Uncover hidden insights.
• Scalable information management.
• Secure, persistent storage with automated backups.
• Improved employee focus on high-value tasks.
• Find discrepancies across all your documents and address them before they cause project-wise problems.

Advanced Features:
• LLM-powered chat application integration.
• Choose from Azure, Gemini, or Groq.
• On-premises LLM server option for enhanced security.

Security and Compliance:
• Offline processing is possible on your infrastructure.
• Meets stringent security and compliance requirements.

Transform your document management approach and unlock the full potential of your information assets.

Our cutting-edge Information Retrieval solution revolutionizes document management for the construction industry. We offer a pipeline that processes company documents, creating a searchable knowledge graph that integrates seamlessly with LLM applications.

"HyperNode team on LabLab Next Hackathon Hackathon"

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