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!

Agents, Langchain, LLM, OpenAI

Building an Agent chat From Scratch: A Simple Guide with LangGraph

With so many people using LLMs, their usage becomes more and more ingrained in their everyday life. In particular, the Agent powered chat is becoming a mainstream way to use an kind of tools. It is as the same time familiar and something that is becoming more and more mandatory for a lot of applications.

Rav
December 21, 2024

Anthropic, Agents, LLM, Open Source

Anthropic Model Context Protocol: How to give wings to local mode

Explore how Anthropic's Model Context Protocol (MCP) revolutionizes local AI by enabling secure access to your data and tools. A practical guide to empowering AI models on your machine.

Rav
November 29, 2024

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