May 16 ยท 13 min read ยท A hands on guide for AI engineers who care about embedding compression, retrieval latency, and not having to rebuild their index every time the data shifts. If you build retrieval augmented generatio
Join discussionMay 8 ยท 7 min read ยท Photo by Brett Sayles on Pexels You're staring at your AI agent's lackluster responses, wondering why it keeps hallucinating facts about your company's products. The truth is, most developers jump straight into building agents without understanding t...
Join discussionMay 8 ยท 8 min read ยท On May 7, 2026, VectifyAI/PageIndex was the #4 trending repo on GitHub, picking up another 953 stars in a single day. The repository description is six words long and explains the entire bet: ๐ Read the full version with charts and embedded sources...
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May 8 ยท 8 min read ยท On May 7, 2026, VectifyAI/PageIndex was the #4 trending repo on GitHub, picking up another 953 stars in a single day. The repository description is six words long and explains the entire bet: ๐ Read the full version with charts and embedded sources...
Join discussionMay 6 ยท 8 min read ยท In Postgres: -- CREATE EXTENSION IF NOT EXISTS vector; 2) Database schema (pgvector + metadata) ```sql -- Documents table CREATE TABLE IF NOT EXISTS documents ( doc_id TEXT PRIMARY KEY, source TEXT, title TEXT, created_at TIMESTAMPTZ DEFAULT...
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May 2 ยท 4 min read ยท If you build AI applications, you need to understand embeddings. They power semantic search, RAG systems, recommendation engines, clustering, anomaly detection, and dozens of other applications. Yet most developers treat them as a black box. Let's op...
Join discussionMay 2 ยท 6 min read ยท You've probably had this experience: you ask ChatGPT about your company's policies, and it confidently makes something up. That's because LLMs only know what they were trained on โ they don't know about your documents, your data, or your business. RA...
Join discussionApr 27 ยท 3 min read ยท For a long time, Iโve kept my learning and building in private. Today, Iโm changing that. I will be sharing my deep dives into ๐ง๐ฟ๐ฎ๐ป๐๐ณ๐ผ๐ฟ๐บ๐ฒ๐ฟ๐, ๐๐๐ ๐๐ฟ๐ฐ๐ต๐ถ๐๐ฒ๐ฐ๐๐๐ฟ๐ฒ, ๐ฎ๐ป๐ฑ ๐ฅ๐๐
Join discussionApr 22 ยท 10 min read ยท Embeddings Explained: How AI Turns Words Into Numbers That Actually Mean Something The surprisingly elegant math that lets computers understand that "dog" and "puppy" are related โ and why this powers everything from ChatGPT to your Netflix recommend...
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