---
title: "#similarity-search articles | Hashnode"
description: "Explore 6 articles tagged #similarity-search on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/similarity-search"
---

Tag

# #similarity-search

6 posts · 0 followers

[Anup Karanjkar](https://hashnode.com/@anupkaranjkar) · [May 2](https://hashnode.com/posts/complete-guide-ai-embeddings-python-code/69f583e9b63276984c4c37e2)

### [The Complete Guide to AI Embeddings (With Python Code)](https://wowhow.hashnode.dev/complete-guide-ai-embeddings-python-code?utm_source=hashnode&utm_medium=feed)

Technical deep-dive on AI embeddings, vector databases, and similarity search. Complete Python tutorial covering OpenAI, sentence-transformers, Pinecone, and practical applications.

4 min read · [wowhow.hashnode.dev](https://wowhow.hashnode.dev/complete-guide-ai-embeddings-python-code?utm_source=hashnode&utm_medium=feed)

[aiagentmemory](https://hashnode.com/@aiagentmemory) · [Apr 7](https://hashnode.com/posts/faiss-vector-database-in-memory-accelerating-ai-agent-recall-and-memory/69d56e60a6dd44a432c57318)

### [FAISS Vector Database in Memory: Accelerating AI Agent Recall and Memory](https://aiagentmemory.hashnode.dev/faiss-vector-database-in-memory-accelerating-ai-agent-recall-and-memory?utm_source=hashnode&utm_medium=feed)

Explore the power of a FAISS vector database in memory for accelerating AI agent recall. Learn about FAISS in-memory capabilities, practical examples,

5 min read · [aiagentmemory.hashnode.dev](https://aiagentmemory.hashnode.dev/faiss-vector-database-in-memory-accelerating-ai-agent-recall-and-memory?utm_source=hashnode&utm_medium=feed)

[Pragyan Prakhar](https://hashnode.com/@pragyanprakhar) · [Aug 8, 2025](https://hashnode.com/posts/turn-typos-into-triumphs-how-search-engines-make-us-all-look-smarter/68965d8449335f3f6f94e7eb)

### [Turn Typos Into Triumphs: How Search Engines Make Us All Look Smarter](https://pragyanprakhar.hashnode.dev/turn-typos-into-triumphs-how-search-engines-make-us-all-look-smarter?utm_source=hashnode&utm_medium=feed)

Have you ever searched for “quantom computing” instead of “quantum computing”—and magically got the right results anyway? You’re not alone! Mistakes like these happen to everyone (yes, even you, tech wizards). But behind the scenes, search engines ar...

4 min read · [pragyanprakhar.hashnode.dev](https://pragyanprakhar.hashnode.dev/turn-typos-into-triumphs-how-search-engines-make-us-all-look-smarter?utm_source=hashnode&utm_medium=feed)

[Najmussahar kazmi](https://hashnode.com/@najmcoder) · [Jul 9, 2025](https://hashnode.com/posts/how-i-extract-pdf-text-generate-embeddings-and-store-them-in-chroma-beginner-friendly-guide/686e2f9e6c6e997e8e7567e2)

### [How I Extract PDF Text, Generate Embeddings, and Store Them in Chroma (Beginner-Friendly Guide)](https://ucode.hashnode.dev/how-i-extract-pdf-text-generate-embeddings-and-store-them-in-chroma-beginner-friendly-guide?utm_source=hashnode&utm_medium=feed)

Introduction

4 min read · [ucode.hashnode.dev](https://ucode.hashnode.dev/how-i-extract-pdf-text-generate-embeddings-and-store-them-in-chroma-beginner-friendly-guide?utm_source=hashnode&utm_medium=feed)

[APIpie AI](https://hashnode.com/@apipie) · [Apr 2, 2025](https://hashnode.com/posts/understanding-vector-databases-with-apipieai/67eca4bc0eda230faa7f9892)

### [Understanding Vector Databases with APIpie.ai](https://apipie-ai.hashnode.dev/understanding-vector-databases-with-apipieai?utm_source=hashnode&utm_medium=feed)

Master Vector Databases in AI - A comprehensive guide to vector embeddings, similarity search, and implementation best practices.

6 min read · [apipie-ai.hashnode.dev](https://apipie-ai.hashnode.dev/understanding-vector-databases-with-apipieai?utm_source=hashnode&utm_medium=feed)

[GitHubOpenSource](https://hashnode.com/@GitHubOpenSource) · [Mar 3, 2025](https://hashnode.com/posts/faiss-blazing-fast-similarity-search-for-your-next-big-project/67c5ad35aee226acf7e14eaa)

### [Faiss: Blazing Fast Similarity Search for Your Next Big Project](https://github-open-source.hashnode.dev/faiss-blazing-fast-similarity-search-for-your-next-big-project?utm_source=hashnode&utm_medium=feed)

📝 Quick Summary: Faiss is a library for efficient similarity search and clustering of dense vectors. It supports various algorithms, including GPU-accelerated options, and offers a range of indexing structures to optimize for different performance ...

3 min read · [github-open-source.hashnode.dev](https://github-open-source.hashnode.dev/faiss-blazing-fast-similarity-search-for-your-next-big-project?utm_source=hashnode&utm_medium=feed)