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#Embeddings

3 posts tagged "embeddings"

1

Part 1 — RAG 完全指南(一):基礎概念與你的第一個 RAG 系統

從零開始理解 RAG(Retrieval-Augmented Generation):為什麼 LLM 需要外部知識、RAG 的核心架構是什麼,以及如何用 Python 實作一個最基本的 RAG pipeline。

May 16, 2026 ·20 min aiengineering
9

Part 9 — AI 工程從零開始|Phase 5 Part 1:NLP 基礎 — 文字是智慧的介面

從詞袋到詞嵌入,掌握 NLP 工程師必備的文字前處理、TF-IDF、Word2Vec/GloVe/FastText 嵌入技術與文字分類生產架構

Jun 21, 2026 ·23 min aiengineering

ollama on mac - part 4 - 與應用整合(Python、OpenAI SDK、LangChain、Open WebUI、RAG)

把本機 Ollama 模型接進真實應用的完整實戰:官方 Python/JS SDK、OpenAI 相容層、LangChain、Open WebUI,以及手把手打造一個離線可跑的本地 RAG。

Jul 18, 2026 ·24 min aiengineering

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