LamRAG : From Data to Constructive Insights using Amazon Bedrock
Episode 7 of the Serverless Sorcery podcast, hosted by Renaldi Gondosubroto, titled "LamRAG : From Data to Constructive Insights using Amazon Bedrock" was published on September 22, 2024 and runs 44 minutes.
September 22, 2024 ·44m · Serverless Sorcery
Summary
In this episode, Renaldi Gondosubroto and Sandeep Kumar dive into the core concepts of Large Language Models (LLMs), Prompt Engineering, Vector Databases, Retrieval-Augmented Generation (RAG), and Agents. Using Amazon Bedrock's capabilities, they’ll demystify how to leverage AI in real-world scenarios. Highlighting Sandeep's internal application, Feedbackly, they will discuss how it collects sprint feedback and provides actionable insights using advanced AI techniques. Listeners will gain practical insights into integrating AI with AWS services, from sentiment analysis to career progression recommendations, making complex concepts accessible and impactful.
Episode Description
In this episode, Renaldi Gondosubroto and Sandeep Kumar dive into the core concepts of Large Language Models (LLMs), Prompt Engineering, Vector Databases, Retrieval-Augmented Generation (RAG), and Agents. Using Amazon Bedrock's capabilities, they’ll demystify how to leverage AI in real-world scenarios. Highlighting Sandeep's internal application, Feedbackly, they will discuss how it collects sprint feedback and provides actionable insights using advanced AI techniques. Listeners will gain practical insights into integrating AI with AWS services, from sentiment analysis to career progression recommendations, making complex concepts accessible and impactful.
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