https://muhammadamal.my.id/tags/embeddings/ Recent content in Embeddings on Hi, I'm Muhammad Amal Hugo en-us Fri, 07 Nov 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-strategies-for-support-documentation-in-2025/ Fri, 07 Nov 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-strategies-for-support-documentation-in-2025/ A senior engineer’s decision guide for picking, mixing, and fine-tuning embeddings for technical support corpora, with runnable benchmarks and real recall numbers. https://muhammadamal.my.id/blog/local-rag-with-slms-private-knowledge-without-cloud/ Mon, 27 Jan 2025 09:00:00 +0700 https://muhammadamal.my.id/blog/local-rag-with-slms-private-knowledge-without-cloud/ End-to-end local RAG, no cloud. Embeddings, vectors, retrieval, and grounded generation on a single box. https://muhammadamal.my.id/blog/embedding-models-2024-openai-cohere-open-source/ Wed, 07 Feb 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-models-2024-openai-cohere-open-source/ text-embedding-3, Cohere v3, bge-m3 — which embedding model in 2024. Dimension trade-offs, multilingual, cost. Honest comparison. https://muhammadamal.my.id/blog/embedding-models-deep-dive/ Mon, 10 Apr 2023 09:00:00 +0700 https://muhammadamal.my.id/blog/embedding-models-deep-dive/ Comparing text-embedding-ada-002 and sentence-transformers for semantic search, covering dimensions, cost, latency, and the quality tradeoffs that matter in practice.