AWS brings RAG evaluation and LLM-as-a-judge feature to Amazon BedrockAmazon Bedrock now offers automatic knowledge base evaluations for improved RAG application optimization.
Beyond Text Embeddings: Addressing the Gaps in RAG Applications for Structured Data Queries | HackerNoonText embedding models are powerful for unstructured text but inadequate for structured data operations.
Using MinIO to Build a Retrieval Augmented Generation Chat Application | HackerNoonData infrastructure is crucial for building effective RAG applications; MinIO is recommended for its robust capabilities.