https://muhammadamal.my.id/tags/vector-search/ Recent content in Vector-Search 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/pgvector-tuning-in-2024-hnsw-and-ivfflat-in-production/ Wed, 13 Nov 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/pgvector-tuning-in-2024-hnsw-and-ivfflat-in-production/ How to size and tune pgvector 0.7.4 indexes in production, with concrete parameters, recall benchmarks, and the failure modes nobody mentions. https://muhammadamal.my.id/blog/memory-for-ai-agents/ Fri, 17 May 2024 09:00:00 +0700 https://muhammadamal.my.id/blog/memory-for-ai-agents/ How to give agents memory without overstuffing the context window or building a vector database mausoleum, with concrete patterns and code.