Jun 4, 2024 · 4 min read · From Raw Vectors to Managed Cortex Search Services The "Hello World" of Retrieval-Augmented Generation (RAG) is easy: a Python script, an OpenAI API key, and a local vector store. But building an enterprise-grade RAG system—one that respects governan...
Join discussionMar 8, 2024 · 8 min read · The era of simple Q&A chatbots is rapidly evolving into the era of AI Agents. We are moving away from linear, pre-defined chains of thought toward agentic workflows: systems where the LLM acts as a reasoning engine, autonomously deciding which tools ...
Join discussionSep 16, 2023 · 5 min read · The world of data engineering is undergoing a seismic shift. We're moving beyond traditional pipelines that simply move and transform data for analytical dashboards. The new frontier is building GenAI Platforms: dynamic systems that not only process ...
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