RAG & knowledge assistants
Session-aware assistants over large domain corpora—query enhancement, multilingual answers, and external API hooks—delivered as APIs your site or app can call.
Services
Session-aware assistants over large domain corpora—query enhancement, multilingual answers, and external API hooks—delivered as APIs your site or app can call.
End-to-end AI features: scoping, FastAPI backends, streaming responses (e.g. SSE), monitoring, and iteration—aligned with how your web product ships.
Embedding search, table reranking, and FK-aware SQL generation so users ask in natural language and get grounded answers from your schema and entities.
High-accuracy extraction from PDFs and images—typed JSON outputs, validation, and pipelines suitable for invoices and operational documents.
Assistants that automate operational tasks via secure APIs—dynamic parameters, clarification flows, and robust error handling for real production use.
Cloud-ready services (e.g. RunPod, AWS), secure REST APIs, and integrations so AI sits cleanly behind your website and existing tools.