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6.4K views · 116 reactions | Information Retrieval (IR) and Retrieval Augmented Generation (RAG) are only effective if the information retrieved from a database as a result of a query is relevant to the query and its application. Our short course “Advanced Retrieval for AI with Chroma” teaches advanced retrieval techniques to improve the relevancy of retrieved results. Join for free: https://hubs.la/Q02rlkHH0 | DeepLearning.AI | Facebook
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New short course on advanced retrieval for RAG (retrieval augmented generation)! RAG fetches relevant documents to give context to an LLM. In Advanced Retrieval for AI with Chroma, taught by Chroma founder Anton Troynikov, you’ll learn: (i) Query expansion using an LLM to rewrite and improve a query, by either generating either additional relevant queries or a hypothetical answer to the query. (ii) Reranking using a cross-encoder - a model trained to measure similarity between two inputs present
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