1
Upload & Chunk — PDF, Word, Excel, PowerPoint — automatic chunking with 200-char overlap
2
Index & Embed — FAISS vector indexing with 3072-dim embeddings — sub-100ms semantic retrieval
3
Retrieve & Inject — Top-K context injection into agent prompts — grounded, accurate responses