Model Releases
A million-token context window is not a strategy. 🛑 Our Head of DevRel, @RoieSchwabco , explains why dumping data is killing your RAG perfo…
A million-token context window is not a strategy. 🛑 Our Head of DevRel, @RoieSchwabco , explains why dumping data is killing your RAG performance: 📍 One needle in a haystack? Easy. 📍 Multiple needles?
A million-token context window is not a strategy. 🛑 Our Head of DevRel, @RoieSchwabco , explains why dumping data is killing your RAG performance: 📍 One needle in a haystack? Easy. 📍 Multiple needles? LLMs still fail. 📉 "Lost in the Middle" is a real, measurable problem. "You can't just throw everything onto the vector database without thinking about the meta layer." 🧠 Stop relying on the model to sort it out. Build a meta-knowledge layer to help your agents navigate. 🛠️ Full @ai_rebels episode: https://youtu.be/gXHF8-ngFYY?si=jbFjeaAor4hnpCw4 Media
Source: Pinecone (X) | 2026-04-29