EXCEL IMPORT TEMPLATE SYSTEM

[DELIVERABLES]
FEATURE
[IMPACT]
Fewer data errors
[ROLE]
Backend Engineer
[SERVICES]
VALIDATION • TEMPLATES • IMPORT
[THE STORY]

This is the story of the project

[SOLUTION]
[ARCHITECTURE]
Add languages for this project.
[DEVELOPMENT SPECIFICATIONS]
Add project specs (chunk size, strategy, etc.).
[USER FLOW]
USER FLOW

End-to-end flow from upload → retrieval → answer with citations.

[DETAILS]
  • Upload / ingest documents
  • Chunking + embeddings + indexing
  • Hybrid retrieval (BM25 + vector search)
  • Rerank + build context + generate answer