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    LangChain Raised $125M. Your Agent Still Can't See.

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    Ethan
    April 17, 2026

    Summary

    LangChain raised $125M and built the best text orchestrator in the market. Chains, memory, tool calling — all excellent. But orchestration is not multimodal retrieval. Your agent can route calls and manage state. It cannot search 50,000 product images, find a frame in 10,000 hours of video, or search across thousands of documents. We built the multimodal retrieval layer with 43 MCP tools.

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    About this video

    LangChain raised $125M and built the best text orchestrator in the market. Chains, memory, tool calling — all excellent. But orchestration is not multimodal retrieval. Your agent can route calls and manage state. It cannot search 50,000 product images, find a frame in 10,000 hours of video, or search across thousands of documents. We built the multimodal retrieval layer with 43 MCP tools. mixpeek.com/agentic-rag