ποΈ π’ π RAG: The 2025 Best-Practice Infra Stack
Published about 2 months agoΒ β’Β 2 min read
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Hey, AIM community!
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Tomorrow, we'll cover Enterprise Agents with OpenAI! What does the agents SDK look like from OpenAI? How does it build on previous work they've done? Are they officially in the end-to-end platform game competing with orchestration frameworks like LangChain, LlamaIndex, CrewAI, and others? Join us live to find out!
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Last week, we discussed RAG: The 2025 Best-Practice Stack This is the year of Practical RAG, and we kicked it off by unpacking the Minimum Viable Production-Ready RAG Stack. We walked through the essential toolsβLangChainβs LangGraph, QDrant, Cohereβs Rerank, RAGAS, and moreβand how they fit together from retrieval to evaluation. Attendees saw firsthand how to build, baseline, and deploy a high-quality RAG app, with a ready-to-use template to jumpstart their journey. We also teed ourselves for Part II, where we'll dig even further into scaling and deployment options from cloud service providers.
RAG β¦ itβs still very much alive and super useful. Use it.
π Coming Up!
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Everyone is obsessed with Model Context Protocol, or MCP. Everyone is sharing the awesome-mcp-servers repo. OpenAI just adopted it. What do we really need to know about this emerging standard?
Does it really change anything for us as AI Engineers and builders? If so, does it just make everything easier?
π‘ Transformation Spotlight: Andrew White, a technology professional with 20-plus years of AI experience. Learn how he helps companies navigate the complexities of an ever-changing AI landscape. Read more!
It's not too late to enroll, as long as you finish The AI Engineering Bootcamp Challenge first! Not the right time? Cohort 7 will kick off this summer on June 24.
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Keep building ποΈ shipping π’ and sharing π,