TuringTalks
Learn to build and deploy LLMs to production. 2-3 articles a week. 100% free.
Latest Posts
Sep 10, 2025
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9 min read
Cosine Similarity Explained: The Math Behind LLMs
Cosine similarity measures the angle between vectors to compare meaning in text. This simple math powers LLMs, enabling search, recommendation systems, and semantic understanding.
Aug 28, 2025
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7 min read
How to Perform Sentence Similarity Check Using Sentence Transformers
Sentence similarity helps computers understand how close two sentences are in meaning. Let's learn how to do it using Sentence Transformers
Aug 26, 2025
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8 min read
How to Build Your AI Demos in Minutes - Gradio Tutorial
Learn how to turn your machine learning models into interactive, shareable web apps in minutes.
Aug 20, 2025
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6 min read
Bag of Words: The Foundation of Language Models
Bag of Words explained—how it works, why it matters, and how it laid the foundation for today’s large language models.
Aug 13, 2025
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8 min read
How AI Agents Remember Things: The Role of Vector Stores in LLM Memory
Learn how vector databases like FAISS and Pinecone give AI agents a sense of memory.
Aug 11, 2025
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5 min read
Tokenizers Explained – How Tokenizers Help AI Understand Language
Tokenizers are the fundamental tools that enable artificial intelligence to dissect and interpret human language. Let’s look at how tokenizers help AI systems comprehend and process language.