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RAG isn't about vector databases and embeddings, or any specific architecture. It's about retrieving relevant context well.
Context-engineering
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Exploring the syntactic and semantic differences between XML and JSON and why the former provides a more robust structure for complex LLM prompts- Published on
Building AI Agents is hard! In this post I walk through the process of building OpenSearch, my open-source deep research agent, from scratch. I'll go over system design, my stack, and what I learned about building agents.