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...The library includes tools to scaffold a Tambo app, manage state, and integrate with its backend protocol (Model Context Protocol, or MCP). Developers use Tambo to shift UI logic toward the AI model: instead of hardcoding UI flows, the AI can decide what component to show next. Tambo also supports streaming updates (i.e. progressively rendering UI) and embedding interactions between LLM outputs and front-end state.

...Mirage is a modern, open-source web-based query explorer for Elasticsearch. It offers a blocks-based GUI for composing Elasticsearch queries and comes with an on-the-fly transformer to show the corresponding JSON query API of Elasticsearch. Queries can be saved for later reuse. They can also be captured and shared by copying the URL. Mirage works with any Elasticsearch 2. x, 5. x, 6. x, and 7.x index currently. Below is the roadmap for query support. Every app in appbase.io has a query explorer view, which uses mirage. ...