Agentic RAG

22 stories

Stories

From Claude Code to Agentic RAG
The same bet behind both PageIndex and Claude Code: skip the vector DB and let the LLM itself drive retrieval. We explore the rise of agentic retrieval over vector indexing and PageIndex's agentic, vectorless RAG framework.
PageIndex BlogSep 1, 20258 min read
Distillation with Programmatic Data Curation: Smarter LLMs, 5-30x Cheaper Inference
Every LLM application builder faces a fundamental tradeoff: large models deliver superior performance at higher costs, while small models are affordable but often underperform. This choice becomes critical when scaling to production workloads where inference costs can quickly explode.
TensorZero BlogJul 29, 202538 min read
RAG Evaluation Metrics: Assessing Answer Relevancy, Faithfulness, Contextual Relevancy, And More
RAG evaluation metrics — answer relevancy, faithfulness, and contextual relevancy — measure retrieval and generation quality, with working DeepEval code examples.
Confident AI (DeepEval)Jun 3, 202517 min read
Build an Agentic RAG Pipeline in deepset Studio
In this article, we’ll explore how to build an agentic Retrieval Augmented Generation (RAG) pipeline on deepset Studio, the AI application prototyping tool for developers.
Haystack BlogJan 14, 20257 min read