#search-algorithm

Sparse Neural Retrieval with SPLADE++

Imagine you’re building a search engine for an online grocery store.

BM25 Explained: The Algorithm That Still Powers Modern Search

You type something into a search bar. In milliseconds, results come back, ranked and relevant. Behind that instant response, there’s a…

From Mess to Spotless: How My Cleaner Finds the Best Route — DFS

Like in previous article we are still trying to search for the best path with unknown details. Robot knows the start and goal states and…

How Can Businesses Align SEO Strategies with Changing Search Algorithms

Search engine algorithms are constantly evolving to improve search quality, enhance user experience, and deliver more relevant results. For…

Understanding HNSW: The Engine Behind Fast Vector Search

To understand HNSW, imagine walking into a library with millions of books, looking for a specific book based on a brief description of the…

Understanding TF-IDF: How Search Engines Identify Important Words

When working with text data, one of the most common challenges is figuring out which words actually matter and which ones are just noise…

AI Finally Makes Sense When You Stop Thinking of It as One Thing

Machine learning, deep learning, and search algorithms aren’t separate topics — they’re different ways AI solves problems.

AI Becomes Clear When You Realize It’s All Just Search vs Optimization

From gradient descent to A*, AI isn’t about algorithms — it’s about finding better solutions under constraints.

Search Algorithm — A* Search, with Python

Exploring A* Heuristic Search with Hands-On Python Examples

Heuristics Are Powerful — And Dangerous If You Don’t Understand This One Rule

A* works because of heuristics — but the same idea can silently break your algorithm if you don’t understand admissibility.

Minimax Makes Sense When You Realize Games Are Not Just About Your Move

Alpha-Beta pruning and heuristics exist for one reason: you’re not the only one thinking in a game.

Most Developers Don’t Understand Search Algorithms (DFS, BFS, A* Finally Explained Clearly)

DFS, BFS, heuristics, A* — these aren’t separate algorithms. They’re one system most people learn in the wrong order.

Search Algorithm — Greedy Best-First Search, with Python

Exploring heuristic-driven search with Greedy Best-First Search

You Don’t Understand A* Algorithm Until You See Why It Fails (And Still Wins)

Most people think A* Algorithm is simple.

Jump Search Algorithm in Java: Learn with Practical Examples

Jump Search is a lesser-known, but highly practical searching algorithm that sits somewhere between Linear Search and Binary Search. While…

Exponential Search Algorithm in Java: Learn with Practical Examples

Exponential Search is an efficient algorithm for searching sorted datasets, especially when the dataset is large or its size is unknown…

Amazon’s AI Search Ranking Algorithm: 3 Listing Examples

Picture two nearly identical products side by side on the Amazon search results page. They are both within the same price range, have…

How AI Solves Search Problems: A Beginner’s Journey Through DFS, BFS, A* and Minimax

Have you ever wondered how Google Maps finds the fastest route, or how a chess AI predicts your next move? It’s not magic.. it’s search.

AI Search Algorithms: Uninformed Vs Informed Search Explained with Real World Examples

Learn how AI search algorithms solve complex problems! Explore uninformed and informed search techniques with real-world examples…

Exploring Search Algorithms in Simulated Environments: The TurtleBot Project

Artificial Intelligence

Search Algorithms Part 2: Uninformed Search Algorithms - 1

Brief idea on what uninformed search algorithm is, and introduction to the popular uninformed search algorithms.

Fact or Fiction? Social Media Signals Are a Search Engine Ranking Factor