A LangChain plus GPT-4o retrieval pipeline with chain-of-thought prompting is claimed to beat GPT-4o on two QA benchmarks, but the headline numbers are inconsistent with the stated dataset size.
Chain-of-thought prompting elicits reasoning in large language models,
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Optimizing Web-Based AI Query Retrieval with GPT Integration in LangChain A CoT-Enhanced Prompt Engineering Approach
A LangChain plus GPT-4o retrieval pipeline with chain-of-thought prompting is claimed to beat GPT-4o on two QA benchmarks, but the headline numbers are inconsistent with the stated dataset size.