DevOps

Memory in AI: Why Your Agent Forgets Everything — And How to Fix It

Three months into building our DevOps AI agent, I gave a demo of it to the team. Checked pods, read logs, suggested fixes. Everyone was impressed. Then one engineer asked it: “Remember that ingress issue we sorted on Tuesday?” The agent had no idea what she was talking about. I had spent weeks on tool […]

Iman Abbas
Iman Abbas
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Data Science

LangChain – Components Overview

Introduction Building AI solutions without any framework can be difficult to maintain. LangChain is a framework that helps in the development of LLM-powered applications. It provides a set of building blocks for almost every stage of the LLM application lifecycle. To add generative AI functionality to applications, LangChain offers components and features that makes pipelining, […]

Rupa
Rupa
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Python

Building Your First LangGraph Agent: A Beginner’s Guide to AI-Powered Candidate Shortlisting

Using LangGraph to Create an AI Agent- Beginner Guide Are you ready to create an AI agent effectively? In this post, we’ll use LangGraph, a robust framework for developing stateful, multi-step AI applications, to develop a basic candidate shortlisting agent that will demonstrate multiple LangGraph features. What is LangGraph? LangGraph, built on Langchain, is a […]

Ajmal Hasan
Ajmal Hasan
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