Microsoft Solution Partner
|Open-source · No vendor lock-inUK · India+44 7782 500082
YourBusinessHastheAnswers.
Make your entire document library instantly queryable. Accurate, cited answers from contracts, policies, and manuals — in seconds, not hours. Deployed in 6–8 weeks.
Key Benefits
- Natural language search across all your internal documents — policies, contracts, manuals, case files — without manual keyword matching
- Accurate, sourced answers with citations back to the original document — not hallucinated responses
- Qdrant vector database stores and retrieves semantically relevant content, not just keyword matches
- Incremental ingestion — new documents added to the knowledge base automatically without rebuilding the entire index
- Role-based access control ensures staff only retrieve content appropriate to their permission level
- Full JavaScript/Node.js stack — integrates cleanly with your existing backend without a Python dependency
Stack
Technologies Used
LangChain.js
Qdrant Vector Database
Azure OpenAI Service
LangChain.js
Qdrant Vector Database
Azure OpenAI Service
Node.js / TypeScript
Azure Blob Storage
Node.js / TypeScript
Azure Blob Storage
Have a large document library that your team struggles to search effectively? Our 2-week AI Discovery Workshop assesses your content, defines the retrieval architecture, and produces a fixed-fee build plan before any development begins.
FAQs