HDTS LLC specializes in building systems that process, analyze, and extract value from your organization's documents and unstructured data. By implementing Retrieval-Augmented Generation (RAG) systems, we enable AI to accurately reference your enterprise knowledge when generating responses and insights.
These systems combine the power of large language models with your proprietary data, creating AI assistants that can answer questions, summarize information, and generate content that's grounded in your organization's specific knowledge base.
Custom document ingestion systems that extract, clean, and structure information from various document formats including PDFs, Word documents, Excel spreadsheets, presentations, and more.
Creation of semantic vector databases that enable efficient retrieval of relevant information based on meaning rather than just keywords, significantly improving search accuracy and context relevance.
End-to-end RAG system development that connects your document knowledge base with large language models to create AI assistants that provide accurate, context-aware responses grounded in your organization's data.
• AI-powered assistants for accessing company policies, procedures, and knowledge
• Automated document summarization and insight extraction
• Efficient onboarding and training through AI knowledge access
• Enhanced collaboration through shared knowledge repositories
• Intelligent customer support chatbots with product knowledge
• Self-service portals with accurate, context-aware assistance
• Personalized content generation based on your knowledge base
• Enhanced search functionality for your website or application
Our RAG systems typically involve these key components:
• Document chunking and processing pipelines
• Semantic embeddings generation
• Vector database storage (Pinecone, Weaviate, or Qdrant)
• Context retrieval optimization
• LLM integration with OpenAI, Anthropic, or other providers
• Custom prompt engineering for accurate responses
• Web or API interfaces for user interaction