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Original rewrites on React, Node.js, TypeScript and AI — practical notes from the same engineering practice behind our operator software. Article bodies are in English.
Tagged: large-language-models
Practical notes: Data Cleaning and Preprocessing for Production RAG: Building
Operable walkthrough of Practical notes: Data Cleaning and Preprocessing for Production RAG: Building: contracts, checks, and drop-in code slots for teams shipping this pattern.
4234 wordsRead articlePractical notes: Context Engineering for AI Agents: Complete Course
Operable walkthrough of Practical notes: Context Engineering for AI Agents: Complete Course: contracts, checks, and drop-in code slots for teams shipping this pattern.
4343 wordsRead articlePractical notes: Chunking Strategies for Production RAG: From Fixed-Size to
Operable walkthrough of Practical notes: Chunking Strategies for Production RAG: From Fixed-Size to: contracts, checks, and drop-in code slots for teams shipping this pattern.
4802 wordsRead articlePractical notes: From Next-Token Prediction to ChatGPT <> Build an LLM From
Operable walkthrough of Practical notes: From Next-Token Prediction to ChatGPT <> Build an LLM From: contracts, checks, and drop-in code slots for teams shipping this pattern.
2460 wordsRead articlePractical notes: Building LLM, Part 1 — Training: Predicting the Next Token
Operable walkthrough of Practical notes: Building LLM, Part 1 — Training: Predicting the Next Token: contracts, checks, and drop-in code slots for teams shipping this pattern.
3057 wordsRead articlePractical notes: A Step-by-Step Guide for Developing Your Personal Agentic
Operable walkthrough of Practical notes: A Step-by-Step Guide for Developing Your Personal Agentic: contracts, checks, and drop-in code slots for teams shipping this pattern.
7053 wordsRead articlePractical notes: Vector Databases for Production RAG: Indexing, Hybrid Search
Operable walkthrough of Practical notes: Vector Databases for Production RAG: Indexing, Hybrid Search: contracts, checks, and drop-in code slots for teams shipping this pattern.
7876 wordsRead articlePractical notes: Retrieval-Augmented Generation (RAG) from First Principles
Operable walkthrough of Practical notes: Retrieval-Augmented Generation (RAG) from First Principles: contracts, checks, and drop-in code slots for teams shipping this pattern.
7332 wordsRead articlePractical notes: Workflows vs. Agents: Who Should Choose the Next Step?
Operable walkthrough of Practical notes: Workflows vs. Agents: Who Should Choose the Next Step?: contracts, checks, and drop-in code slots for teams shipping this pattern.
1127 wordsRead article
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