Context Reasoning

Answer questions accurately based on a given document or knowledge source — without hallucinating what isn't there. The core skill behind doc Q&A, support bots, and internal knowledge lookup.

Duration

10s

Input Tokens

Output Tokens

685

Cost

$1.58

Context

Input

How many blogs written by Göran Sandahl are present in the context and what dates where they published.

Expected output

There are 3 blogposts by Göran Sandahl, with dates: 9/15/2024, 2/17/2025, 11/27/2024

Model output

There are 3 blogs written by Göran Sandahl in the context:

1. 'Using o1-preview and o1-mini with RAG and structured output' - published 9/15/2024
2. 'Agentic customer service chatbot with tools, tracing and evals' - published 11/27/2024
3. 'New OpenAI-compatible endpoint: Use Opper with OpenAI SDKs and frameworks' - published 2/17/2025

(Note: A fourth blog in the context, 'Building a Simple GitHub PR Review Agent with ReAct' from 4/8/2025, was written by Johnny Chadda, not Göran Sandahl.)