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Articles tagged with #langchain
Introduction HyDE means instead of searching based only on your question, the AI first imagines a fake answer, then looks for real documents that are similar to that fake answer. This helps find better results even if your question doesn't match the ...
Introduction COT stands for Chain of Thought. It means Chain-of-Thought (COT) prompting is a method where the AI generates intermediate reasoning steps before reaching the final answer. COT = Explain steps → Then Final Answer. "Clear thinking is lik...
Introduction Step-Back Prompting is when you ask AI to first think at a higher level before answering your actual question. Instead of jumping directly into solving the problem, you tell it to "step back" and understand the bigger picture first. This...
Introduction Reciprocal Rank Fusion (RRF) is a technique used to combine the results from multiple searches or ranking systems. It improves the overall quality of search results by giving higher importance to items that appear near the top of each in...
Introduction Parallel Query Retrieval (Fan-out) is a technique where a query is sent out to multiple smaller parts (or groups) of data at the same time, rather than one by one. This approach optimizes performance by reducing wait times and enhancing ...