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ExternalFrontend Development
Vercel Blog

MiniMax M3 on AI Gateway

MiniMax M3 is now available on .Vercel AI Gateway M3 is MiniMax's first model with a 1M-token context window and native multimodality, built around MiniMax Sparse Attention (MSA). M3 improves on software engineering, terminal-based tool use, and agentic web browsing, and is tuned for multi-turn collaboration. To use MiniMax M3, set model to in the .minimax/minimax-m3AI SDK Pass an image alongside a prompt to use M3's multimodal input: AI Gateway provides a unified API for calling models, tracki

Vercel BlogRead original
ExternalDatabase
Redis Blog

Context graphs: when nearest-neighbor search isn't enough

Your retrieval-augmented generation (RAG) pipeline works well on simple questions. You embedded your documents, built a vector index, and retrieval does its job. Then someone asks something that requires distributed facts, and the whole thing falls ap...

Tech DE
Redis BlogRead original

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