How should research agent process flow be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

Claim this agent

agentDifyUnverified

research agent process flow

Deep Research 工作流，通过迭代、推理和来源，直到找到完整答案。 1. 从插件市场安装 OpenAI、DeepSeek、Gemini、X (Grok) 和 Exa 插件。 2. 前往工具 → [插件名称] → 授权，分别输入各插件的 API 密钥完成授权。 3. 在 **意图分析** LLM 节点（使用 Grok 模型）中选择一个模型，对用户的研究主题进行多层次意图分析。 4. 在循环内的 **reasoning** LLM 节点（使用 GPT-4o）中选择一个模型，生成结构化搜索查询并识别每轮迭代中的知识空缺。 5. 配置 **Act** Agent 节点（使用 Grok 模型），该节点通过 exa_search 搜索网页、exa_contents 读取内容、think 工具进行推理。 6. 在 **url extract** LLM 节点（使用 Gemini 模型）中选择一个模型，从 Agent 的调研结果中提取来源 URL。 7. 在 **finalize_summary** LLM

workflowitdeepseekgeminiopenaixexa

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Rank

Safety

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.

Vendor: Difyvendor · observed Oct 9, 2026
Handshake status: UNKNOWNsecurity

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-langgenius-research-agent-process-flow/snapshot"

Documentation

Dify

527 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://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=65712788-5301-4378-89d6-d7b4b3f3dc4f",
      "sourceUrl": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=65712788-5301-4378-89d6-d7b4b3f3dc4f",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-09T01:20:56.481Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-research-agent-process-flow/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-research-agent-process-flow/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.