Generative AI and LLM Applications

# Answer a question using your own documents
def answer(question: str) -> str:
    query_vec = embed(question)
    chunks = store.search(query_vec, top_k=4)

    context = "\n\n".join(c.text for c in chunks)
    prompt = (
        "Answer using only the context below. "
        "If the answer is not there, say so.\n\n"
        f"Context:\n{context}\n\nQuestion: {question}"
    )
    reply = llm.chat(prompt, temperature=0)
    return reply.text