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46 lines
No EOL
2.1 KiB
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---
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title: "SurfSense v0.0.9 - Introducing the Agentic Architecture"
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description: "SurfSense v0.0.9 introduces a new agentic architecture with intelligent source selection, temporal query understanding, and MCP compatibility."
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date: "2025-12-24"
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tags: ["Agentic", "Agent", "MCP"]
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version: "0.0.9"
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---
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<Video src="/demo.mp4" />
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## What's New in v0.0.9
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This release introduces the **SurfSense Agent**, a shift from pre-determined workflows (DAG) to dynamic, LLM-driven decision making.
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- **Smarter Source Selection**: Intelligently searches all connected sources based on your query, not just the ones you specify
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- **Temporal Queries**: Understands time-based questions like *"Slack messages from last week"*
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- **Reasoning & Refinement**: Iteratively refines answers for better accuracy
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- **Better Prompt Handling**: Knows when to respond in chat vs generate a podcast
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- **Faster Indexing**: Improved speed when syncing connected sources
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- **MCP Compatibility**: Extensible architecture supporting Model Context Protocol servers
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<Accordion type="multiple" className="w-full not-prose">
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<AccordionItem value="item-1">
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<AccordionTrigger>For Developers</AccordionTrigger>
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<AccordionContent className="flex flex-col gap-4 text-balance">
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<ul className="list-disc space-y-2 pl-4">
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<li>More extensible architecture for adding connectors and tools</li>
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<li>Supports long-running agents for complex tasks</li>
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<li>Cleaner codebase enables faster contributions</li>
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</ul>
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</AccordionContent>
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</AccordionItem>
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<AccordionItem value="item-2">
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<AccordionTrigger>Notes</AccordionTrigger>
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<AccordionContent className="flex flex-col gap-4 text-balance">
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<ul className="list-disc space-y-2 pl-4">
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<li>May increase API costs due to dynamic LLM calls</li>
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<li>Users with small local models may see varied performance</li>
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</ul>
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</AccordionContent>
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</AccordionItem>
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</Accordion>
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SurfSense is an AI-powered federated search solution that connects all your knowledge sources in one place.
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🎄 Merry Christmas from the SurfSense team! |