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The combination of Retrieval-Augmented Generation (RAG) models and Large Language Models (LLMs) like GPT-4 is likely to function as a disruptive technology in the context of information search.
The category of ‘search’ can be divided into sub-categories including:
In the realm of public or consumer search, LLM applications that utilise RAG include:
- ChatGPT’s search engine
- Bing Copilot
- Perplexity
For Enterprise search, examples of this trend include:
- Microsoft Azure’s RAG platform.
- Harvey AI.
In the context of market intelligence, an example project is:
- BloombergGPT.
And for academic knowledge, examples applications include:
- Scholar GPT
- Consensus