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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: faiss
Fine-Tuning a 7B Medical Model for Free: QLoRA, FAISS and Safety Guardrails
A zero-cost Kaggle T4 pipeline: synthetic data, QLoRA, RAG over classical texts, a verified layer, hard-coded emergency guardrails, GGUF release and the bugs hit.
1083 wordsRead articleOne Retriever, Three Backends: Porting NumPy Search to Chroma, FAISS, Pinecone
Port a hand-rolled NumPy cosine retriever to Chroma, FAISS and Pinecone, and learn what indexes, metadata filters and persistence add, plus the mistakes that break relevance.
2493 wordsRead articleLetting Gemini Pick the Source: FAISS, Tavily and Direct Answers in LangGraph
Build a small LangGraph workflow in which Gemini routes each question to a FAISS knowledge base, Tavily web search or a direct answer, with structured-output routing.
3771 wordsRead article
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