Tag RAG

RAG, Anthropic, LLM

Contextual Retrieval: a powerful RAG technique that your wallet will like

With the recent launch of Contextual Retrieval from Anthropic which has terrific results for RAG, it is interesting to explain how it works, and why it can make sense money wise if used correctly. To do that, we will explain the basis of RAG, do the cost calculation and even explain the limits!

Rav
October 25, 2024

Agents, Langchain, LLM, RAG

Simple domain specific Corrective RAG with LangChain and LangGraph

If you are using RAG in your use cases, at some point, you will see that most of the answers are not domain specific but only depend on your vector stores. In this post, we are going to see a…

Rav
August 29, 2024

Agents, Langchain, RAG

Simple Agentic RAG for Multi Vector stores with LangChain and LangGraph

When beginning with RAG and vector store creation, one question will come back soon: How can you choose the correct vector for each user in a simple way? If you have this question, then you are in the right place…