Document Knowledge Assistant
A prototype answering questions from a small public document set with source citations.
The problem
Staff waste time searching long documents.
Architecture
Ingestion, chunking, embeddings, retrieval, cited answer.
Testing
Question set with expected sources.
Lessons learned
Chunking strategy dominates retrieval quality.
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Explain your requirements and we will discuss a suitable approach.