Powerful Technology Stack
Built on a foundation of high-performance technologies to deliver unmatched document intelligence capabilities.
Architecture Overview
Haystack Insight employs a sophisticated architecture that combines document processing, vector embedding, and AI-powered answering:
- Documents are processed and segmented into meaningful chunks
- Text is converted to vector embeddings and stored in Qdrant
- User queries trigger semantic search to retrieve relevant documents
- AI models generate answers with citations to source documents
- Advanced validation ensures accuracy and minimizes hallucinations
HaystackInsight