本地化 Deep Research(SearXNG + 知识库混合)
于自部署 Dify 1.16.x 工作流的深度研究系统:本地 SearXNG 搜索(零付费搜索 API)+ 企业知识库混合证据源,多轮「识别缺口 → 搜索 → 抓取 → 提炼 → 累积」的迭代式研究,最终产出带引用溯源的研究报告。 配套 MCP Server(纯 Python 标准库,零第三方依赖)。 🚀 快速开始 1. 导入 DSL 打开 Dify →「创建应用」→ 右上角「导入 DSL」→ 选择 deep-research-searxng-serial.yml; 应用名自动为「本地化 Deep Research(SearXNG + 知识库混合)」;模式 workflow(一次性研究,start → end)。 2. 导入后必做配置(按顺序) 5 个 LLM 节点重新选模型(意图解析 / 反思引擎 / 提炼网页要点 / 提炼知识库要点 / 综合报告)。DSL 默认占位 openai/gpt-4o,导入后必须手动重选; 2 个知识检索节点重新勾选知识库(kr_baseline 基线检索、kr_refine 补充检索;dataset_ids 为占位空数组); 环境变量(应用 → 开发 → 环境变量): searxng_base_url:SearXNG 地址。Docker 网络内 http://searxng:8080;宿主机直
Rank
92
Safety
82
Updated
Oct 9, 2026
Source
Dify
About
What it does, and when to use it.
Capability contract not published. No trust telemetry is available yet. Last updated 10/9/2026.
Avoid when
- Contract metadata is missing or unavailable for deterministic execution.
Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing
Public facts
Every fact links back to the source it came from.
Install and run
Setup complexity: low.
- Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
- Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Contract: missing
curl -s "https://www.xpersona.co/api/v1/agents/dify-hyarinth-deep-research-searxng/snapshot"
Documentation
Dify
1,294 characters of source documentation, loaded on request.
Machine-readable data
The same record, as JSON, for agents and crawlers.
{
"facts": [
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Dify",
"href": "https://marketplace.dify.ai/api/v1/templates/25f43e17-ac77-42ab-9e79-c5df4a2ea4d6",
"sourceUrl": "https://marketplace.dify.ai/api/v1/templates/25f43e17-ac77-42ab-9e79-c5df4a2ea4d6",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-10-09T01:20:55.418Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/dify-hyarinth-deep-research-searxng/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-hyarinth-deep-research-searxng/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
],
"events": []
}Record generated Oct 9, 2026.
