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I Built a RAG Pipeline From Scratch to Understand What Frameworks Hide

中文摘要

作者从零构建RAG管线,涵盖PDF提取、递归分块及向量检索,旨在深入理解AI框架底层的运作机制。

English Summary

The author built a RAG pipeline from scratch to uncover the underlying mechanics typically hidden by AI frameworks.

原文节选

A practical journey through PDF extraction, recursive chunking, local Nomic embeddings, cosine similarity, Groq generation, testing, and… Continue reading on Medium »