Organisations today generate enormous volumes of documents — contracts, statements, reports, compliance evidence, engineering drawings, emails, and more. Traditional keyword search struggles to extract meaning from this information. Today’s users’ want answers and deep document insights, not just matching text.
By combining Spring Boot, OpenSearch Vector DB, and Ollama AI, you can build a modern document intelligence platform capable of:
- Indexing documents into vector embeddings
- Performing semantic and hybrid search
- Running Retrieval‑Augmented Generation (RAG)
- Delivering grounded, context‑aware answers