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What is retrieval-augmented generation (RAG)?
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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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6.4K views · 116 reactions | Information Retrieval (IR) and Retr…
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FacebookDeepLearning.AI
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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New short course on advanced retrieval for RAG (retrieval augme…
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Master Retrieval-Augmented Generation (RAG) Systems [NEW]
Master Retrieval-Augmented Generation (RAG) Systems [NEW]
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git.ir
Introduction to retrieval augmented generation - LLM Foundations: Vector Databases for Caching and Retrieval Augmented Generation (RAG) Video Tutorial | LinkedIn Learning, formerly Lynda.com
Introduction to retrieval augmented generation - LLM Foundations: Ve…
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linkedin.com
5.4K views · 74 reactions | In our Retrieval Augmented Generation course, you’ll learn how LLMs generate tokens, why they sometimes “hallucinate,” and how grounding via retrieval improves factuality. You'll also explore tradeoffs like prompt length, compute costs, and context limits, using Together AI’s open-source models to run real examples and dig into the mechanics.  Learn how LLM internals shape RAG performance: https://hubs.la/Q03G2wlq0 | DeepLearning.AI | Facebook
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