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]

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
