#embeddings

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tutorials

Build a RAG App in Python Without LangChain

Build a retrieval-augmented generation app from scratch with Python, Google Gemini, and cosine similarity. No frameworks, no vector databases — just code you understand.

LucaLucaMar 4, 2026