Artificial Intelligence

742+ posts

Last Updated: 30 October 2025

Metadata filtering is a technique used in vector databases to refine and control search results based on structured attributes associated with documents. Instead of relyin...read more

NLP

GenAI

AI for Geeks: Determinism in LLMs

Last Updated: 25 October 2025

Welcome back to the second edition of AI for Geeks!As someone who’s been working in data science for over a decade, I can't help but be amazed by the pace of change. The f...read more

AI News

Artificial Intelligence

Introducing AI For Geeks

Last Updated: 18 October 2025

I glanced at the calendar today, October 18th. It struck me that there are just 75 days left until we ring in a new year. 2025 has been a whirlwind. The AI hype train that...read more

Artificial Intelligence

Artificial Intelligence News

Vector Store Memory in LangChain

Last Updated: 25 October 2025

Vector Store Memory in LangChain is a mechanism that stores conversation history as vector embeddings instead of plain text. This allows the model to retrieve relevant pas...read more

Artificial Intelligence

Large Language Model(LLM)

Streaming Responses in LangChain

Last Updated: 27 October 2025

Streaming responses in LangChain is a method that allows developers to receive output from a language model incrementally, token by token, instead of waiting for the entir...read more

Artificial Intelligence

Large Language Model(LLM)

Conversation Summary Memory in LangChain

Last Updated: 27 October 2025

LLMs often struggle to maintain context over long conversations, which can lead to repetitive, inconsistent or irrelevant responses. Conversation summary memory helps solv...read more

Artificial Intelligence

Large Language Model(LLM)

LangChain APIs & Environment Setup

Last Updated: 24 October 2025

LangChain is transforming the way developers build applications with Large Language Models (LLMs). From chatbots to retrieval-augmented generation (RAG) pipelines, it allo...read more

Artificial Intelligence

Large Language Model(LLM)

ChatPromptTemplate in LangChain

Last Updated: 24 October 2025

ChatPromptTemplate is a structured template in LangChain designed for multi turn conversations and chat based workflows. It allows developers to define messages, roles and...read more

Artificial Intelligence

Large Language Model(LLM)

Output Parsers in LangChain

Last Updated: 25 October 2025

LLMs often generate text that is unstructured or inconsistent. Output parsers help convert this raw text into structured formats ensuring our application can reliably inte...read more

Artificial Intelligence

Large Language Model(LLM)

Prompt Templates

Last Updated: 27 October 2025

Prompt templates are reusable formats for instructing LLMs using placeholders to insert variable information. They are essential for consistency, efficiency and scalabilit...read more

Artificial Intelligence

Large Language Model(LLM)

Building an AI Agent Using Google’s Agent Development Kit (ADK)

Last Updated: 28 October 2025

Google’s Agent Development Kit (ADK) is a useful framework for creating autonomous AI agents. Unlike simple chatbot frameworks, ADK allows developers to build agents that ...read more

Artificial Intelligence

NLP

GenAI

Langchain Integrations

Last Updated: 25 October 2025

LangChain is a framework designed to help developers build applications that leverage large language models efficiently. It provides tools for chaining LLMs with data, API...read more

Artificial Intelligence

Large Language Model(LLM)

Tracing with LangChain

Last Updated: 18 October 2025

Tracing in LangChain helps us understand how our application works behind the scenes. It records each action taken by the language model, retriever or tool as our chain or...read more

Artificial Intelligence

Large Language Model(LLM)

LangChain vs. LangGraph

Last Updated: 15 October 2025

LangChain and LangGraph are tools that help build AI workflows. LangChain works in a step by step way, while LangGraph allows more flexible paths. Both make it easier to c...read more

Artificial Intelligence

Large Language Model(LLM)

Top Agentic AI Interview Questions and Answers

Last Updated: 14 October 2025

ZSthe Agentic AI are systems that not only generates responses but can also reason, plan and take autonomous actions. These intelligent agents can decide what to do next, ...read more

Artificial Intelligence

NLP

Data Science

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