Categories
Anthropic RAG

Claude Contextual Retrieval vs RAG: How is it different?

Anthropic has recently introduced ‘Contextual Retrieval’ for Claude, a method that they believe dramatically improves the retrieval step in Retrieval-Augmented Generation (RAG). Following the launch of Claude for Enterprise and prompt caching, which helps the LLM models cache, people are already excited about its potential for coding tasks. This new feature enhances how AI helps […]

Categories
LLM

How to build your own LLM applications with RAG, Prompt templates, Vector databases?

LLMs are large language models which have the ability to take natural language inputs and provide a response. This includes generating code, writing an essay, answering questions and much more. Recently, there have been several advanced models launched such as GPT-40, Claude 3 Opus, Claude 3.5 Sonnet, GPT-4, Gemini Pro.  If you are building an […]