Meaning in Numbers: How AI Understands Similarity
In the previous article, we explored how language models read and generate text. We saw that words are broken into tokens, tokens become numbers, and …
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Meaning in Numbers: How AI Understands Similarity
In the previous article, we explored how language models read and generate text. We saw that words are broken into tokens, tokens become numbers, and...
Read More "Meaning in Numbers: How AI Understands Similarity"
The Language Layer: Decoding AI Vocabulary
Most technically literate people dont struggle with AI because its too hard. They struggle because the vocabulary feels like a private club handshake. Conversations move...
Read More "The Language Layer: Decoding AI Vocabulary"
Ollama vs llama.cpp – Choosing Your Local LLM Engine
Ollama vs llama.cpp – Choosing Your Local LLM Engine Run ChatGPT-like models locally—without sending your data to the cloud. No API keys. No rate limits....
Read More "Ollama vs llama.cpp – Choosing Your Local LLM Engine"
llama.cpp on Windows: Your Complete Guide to Local Python Code Completion
llama.cpp on Windows: Your Complete Guide to Local Python Code Completion Stop paying for GitHub Copilot. Stop sending your code to the cloud. Run a...
Read More "llama.cpp on Windows: Your Complete Guide to Local Python Code Completion"
The Language Layer: Decoding AI Vocabulary
Most technically literate people dont struggle with AI because its too hard. They struggle because the vocabulary feels like a private club handshake. Conversations move …
Ollama vs llama.cpp – Choosing Your Local LLM Engine
Ollama vs llama.cpp – Choosing Your Local LLM Engine Run ChatGPT-like models locally—without sending your data to the cloud. No API keys. No rate limits. …
llama.cpp on Windows: Your Complete Guide to Local Python Code Completion
llama.cpp on Windows: Your Complete Guide to Local Python Code Completion Stop paying for GitHub Copilot. Stop sending your code to the cloud. Run a …
Building a RAG System That Actually Works
Building a RAG System That Actually Works You’ve learned the theory. You understand embeddings, vector databases, and query processing. But here’s the brutal truth: 90% …
Query Processing – Making RAG Actually Understand You
Query Processing – Making RAG Actually Understand You If you’ve been following along, you now know why LLMs hallucinate — they’re probabilistic prediction engines, not …
Vector Databases – The Memory Palace of AI
Vector Databases – The Memory Palace of AI If you’ve been following along, you now know why LLMs hallucinate — they’re probabilistic prediction engines, not …
RAG vs CAG: Two Philosophies for Grounding AI
RAG vs CAG: Two Philosophies for Grounding AI If you’ve been following along, you now know why LLMs hallucinate — they’re probabilistic prediction engines, not …
Why LLMs Hallucinate (And Why You Shouldn’t Be Surprised)
Why LLMs Hallucinate (And Why You Shouldn’t Be Surprised) If you have used ChatGPT or Claude for coding or research, you have likely experienced the …
How We Got Here: The AI Story No One Tells
How We Got Here: The AI Story No One Tells If you’ve ever wished for an assistant who never sleeps, never forgets, and never complains …