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Artificial Intelligence and Machine Learning

Simple Reflex Agent: How AI Acts Without Thinking Ahead
875
Artificial Intelligence and Machine Learning

Simple Reflex Agent: How AI Acts Without Thinking Ahead

You touch a hot stove. You pull your hand back instantly. No planning. No memory of past burns. No calculation of future consequences. Just stimulus and immediate response. This is exactly how a simple reflex agent works. It perceives the current environment, matches what it sees to a predefined rule, and acts. No history. No […]

Vishalini Devarajan
12 May, 2026 | 14 min
Search Techniques in AI: The Complete Beginner Guide
1,008
Artificial Intelligence and Machine Learning

Search Techniques in AI: The Complete Beginner Guide

Artificial intelligence often solves problems by searching through possible states, actions, or solutions until it finds one that satisfies a goal. The challenge is not simply finding a solution, but finding it without exploring an impractically large search space. Search techniques in AI provide systematic strategies for deciding which state to explore next, which paths […]

Vaishali
20 May, 2026 | 23 min
A* Algorithm in AI: Finding the Optimal Path Fast 
1,276
Artificial Intelligence and Machine Learning

A* Algorithm in AI: Finding the Optimal Path Fast 

Finding a path between two points is easy when the search space is small. The challenge begins when an AI system must choose the lowest-cost route across thousands or millions of possible states without exploring every option. The A algorithm in AI* solves this problem by combining the actual cost already travelled with a heuristic […]

Vaishali
19 May, 2026 | 23 min
15 Practical AI Agent Examples to Scale Your Business in 2026
780
Artificial Intelligence and Machine Learning

15 Practical AI Agent Examples to Scale Your Business in 2026

AI agents are already an integral part of how modern businesses operate. They are utilised to automate processes, support decision-making, and complete tasks that would otherwise be very time-consuming. In layman‘s terms, they are intelligent virtual assistants with the ability to operate automatically. In this blog, we will explore 15 examples of how AI agents […]

Abhishek Pati
16 Apr, 2026 | 8 min
How to Evaluate LLM Outputs in Production Deployments
52
Artificial Intelligence and Machine Learning

How to Evaluate LLM Outputs in Production Deployments

Evaluating an LLM in production requires more than checking whether individual responses sound correct. Real deployments involve changing user inputs, different data sources, latency requirements, costs, and failure patterns. For a Forward Deployed Engineer (FDE), evaluation must connect model behavior with the customer’s actual workflow. The goal is to measure whether the system remains accurate, […]

HCL GUVI
24 Sep, 2026 | 7 min
RAG Chatbot With HuggingFace And Streamlit: Complete Tutorial
2,032
Artificial Intelligence and Machine Learning

RAG Chatbot With HuggingFace And Streamlit: Complete Tutorial

If you’ve ever wished a chatbot could actually know your documents, not just give generic answers, that’s exactly what RAG makes possible. A RAG chatbot combines a retrieval system that fetches relevant chunks from your documents with a generation model that reads those chunks to produce a grounded, accurate answer. Most language models are limited […]

Jebasta
10 Apr, 2026 | 13 min
Creating a Sentiment Analysis App with Hugging Face and Streamlit
1,749
Artificial Intelligence and Machine Learning

Creating a Sentiment Analysis App with Hugging Face and Streamlit

The sentiment analysis app is a tool that reads text and determines whether it is positive or negative. It is an effective way to recognize feelings in messages, reviews, or comments, and finding the means to do so is no longer complicated. Now we are going to use Hugging Face for smart text analysis with […]

Abhishek Pati
07 Mar, 2026 | 7 min
Best Websites to Learn Generative AI in 2026 [Free & Paid]
15,166
Artificial Intelligence and Machine Learning

Best Websites to Learn Generative AI in 2026 [Free & Paid]

Are you looking to learn Generative AI but don’t know where to start? With so many resources available online, finding the right platform to begin your journey can be overwhelming. Finding the best websites to learn Generative AI is important for your success. Generative AI, a subset of artificial intelligence, involves creating models that can […]

Meghana D
14 Aug, 2024 | 11 min
Claude Model Comparison 2026: Which Model Is Best for Developers?
2,578
Artificial Intelligence and Machine Learning

Claude Model Comparison 2026: Which Model Is Best for Developers?

Building a single AI model for every purpose is no longer common practice. Selecting the right Claude model is as important as the task itself, because performance, cost, and output quality depend heavily on that choice. This article will provide you with a Claude Model comparison: Haiku, Sonnet and Opus to compare each model, their […]

Vishalini Devarajan
15 Apr, 2026 | 11 min

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