https://jxnl.co/writing/2024/08/21/trade-off-tool-selection Optimizing Tool Retrieval in RAG Systems: A Balanced ApproachJason Liu2024/08/21 “When it comes to Retrieval-Augmented Generation (RAG) systems, one of the key challenges is deciding how to select and
What I Read: Generative AI Platform
https://huyenchip.com//2024/07/25/genai-platform.html Building A Generative AI PlatformChip Huyen7/24/24 “This post outlines the common components of a generative AI platform, what they do, and how they are implemented.”
What I Read: LLM Evaluation Metrics
https://www.confident-ai.com/blog/llm-evaluation-metrics-everything-you-need-for-llm-evaluation LLM Evaluation Metrics: Everything You Need for LLM EvaluationJeffrey IpJanuary 22, 2024 “This article will teach you everything you need to know about LLM evaluation metrics…”
What I Read: Multi-Modal Retrieval-Augmented Generation
https://blog.llamaindex.ai/evaluating-multi-modal-retrieval-augmented-generation-db3ca824d428?gi=45acebfc0a3a Evaluating Multi-Modal Retrieval-Augmented GenerationLlamaIndexNov 16 “A natural starting point is to consider how evaluation was done in traditional, text-only RAG and then ask ourselves how this ought to be
What I Read: Retrieval Augmented Generation at scale
https://medium.com/@neum_ai/retrieval-augmented-generation-at-scale-building-a-distributed-system-for-synchronizing-and-eaa29162521 Retrieval Augmented Generation at scale — Building a distributed system for synchronizing and ingesting billions of text embeddingsNeum AISep 28 “…getting a Retrieval Augmented Generation (RAG) application started is