[Day 137] AWS Summit Seoul Day 2
Hello :) Today is Day 137! A quick summary of today: attended 'data analysis' and 'business tech' sessions during Day 2 of AWS Summit in Seoul I tried to take more notes with my laptop during the session today. First session - 'Data strategy for successful GenAI on AWS' A GenAI app is like an iceberg. Under the water it consists of among other things data storage, database, data lake, data manipulation, data governance. The session introduced us to RAG, and how we can either use an out-of-the-box language model, pre-train a model, or train a model from scratch. As for a vector search AWS offers plenty of options: Amazon OpenSearch Service, OpenSearch Serverless, Aurora PostgreSQL, RDS for PostgreSQL, DocumentDB, DynamoDB via zero ETL, MemoryDB for redis, Neptune. As for a database, there are plenty of structured and nonstructured dbs. Amazon Bedrock - allows for using out-of-the-box models for GenAI applications. It gives us the ability to use a simple API