To interoperate, L2s need to communicate. Today, the most secure way for L2s to do this is pass messages via the Ethereum L1—but that takes 15+ min & costs $$ For interop to work well, L2s need to swap messages in seconds. Let's explore how we can make this possible. 🧵👇

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.Linera ⛓️ is the alpha #microchains

Real-Time Blockchain Linera ⛓️ #microchains

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Composability Is Coming nice project

2/ Here are 7 key RAG architectures you should know: a) Naive RAG 🔹 Query → retrieve → LLM answer ✅ Fast ❌ Low precision b) RAG + Reranker 🔹 Adds a reranking model for better chunk relevance ✅ Balanced speed & accuracy c) Multimodal RAG 🔹 Retrieves text, image, video

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