Delivery · knowledge

Engineering Copilot

Semantic retrieval over the full theory base, measurement procedures, worked problems, application notes and the use-case portfolio — FAISS vector search with Sentence-Transformer embeddings in Lambda. Answers are extracted from the knowledge base with citations and link straight to the right studio.

retrieval: …
Ask anything across the five modules.

e.g. "How do I choose between step-index and graded-index fibre?", "Why does intensity not change stopping potential?", "What makes an operator a valid quantum gate?"

Suggested questions
How it works
  1. Question embedded with the Sentence-Transformer layer.
  2. FAISS inner-product search over normalised passage vectors (BM25 boost).
  3. Best sentences extracted, ranked and cited.
  4. Matching studio suggested for the calculation.