Welcome to Metadocs, the blog on AI software development

Discover top-notch articles designed to help you build AI applications ready for production. Our focus is on delivering straightforward and practical content that you can apply instantly. Dive into our posts today and start leveraging their insights without delay!

Bedrock, Deployment, Langchain, LLM

Make your Chat and RAG application Safe with AWS Bedrock Guardrails

With the increasing adoption of Large Language Models (LLMs) in production for Chat and RAG, it is more and more important to ensure safe and controlled interactions. Today, we’ll dive deep into LLM guardrails – what they are, how they…

Rav
November 8, 2024

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

LLM, Anthropic, Cost optimisation, OpenAI

How Prompt Caching Works: A Deep Dive into Optimizing AI Efficiency

Prompt Caching representation

Rav
October 17, 2024
1 Comment

Bedrock, LLM

How to make AWS Bedrock Langchain chains faster using BedrockCross-region inference

You have created an application using LangChain and AWS Bedrock and you are wondering how to have better performances and how to be more resilient ? Say no more, in this blog post we will see AWS Bedrock newest features:…

Rav
October 11, 2024