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Search engines and LLMs work on very different principles. Tech companies have tried to marry the two, but integration is challenging.
I have just watched this video (recommended!) about Bing that sheds quite a bit of light on how the search engine and LLM integration works in Bing. The pic above is from the video and shows a diagram of the search engine-AI interaction ruled by the Orchestrator.
The “Sydney Orchestrator” (Or Bing Orchestrator) in Bing integrates ChatGPT-like AI into Microsoft’s search engine, enhancing Bing’s capabilities with GPT. Here’s how it works:
Query Processing and Iteration: There is “prompt