See inside your
AI agent.

1from drishti import Drishti
2
3drishti = Drishti(api_key="dk_live_...")
4
5with drishti.trace("handle_query") as trace:
6    with trace.step("memory_lookup", "memory") as step:
7        context = vector_db.search(query, top_k=5)
8        step.set_output({"chunks": len(context)})
9    with trace.step("llm_call", "llm") as step:
10        resp = openai.chat.completions.create(
11            model="gpt-4o-mini",
12            messages=[{"role": "user", "content": query}]
13        )
14        step.record_llm("gpt-4o-mini",
15            tokens_in=resp.usage.prompt_tokens,
16            tokens_out=resp.usage.completion_tokens)
17# ✓ Trace sent → Dashboard shows ₹0.04 • 1.2s • 3 steps