How should DeepResearch 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

DeepResearch

Just enter what you want to search, and it will repeatedly perform searches and create reports. 1. Install the DeepSeek, OpenAI, Tavily, and JSON Process plugins from the Plugin Marketplace. 2. Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key. 3. Select an LLM in the **Search Query Generation** LLM node (using DeepSeek) to generate search queries from the user's question. 4. The **Tavily Search** tool node performs web searches using those queries auto

workflowitdeepseekjson_processopenaitavily

View on Dify Homepage

Rank

Safety

Updated

May 26, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 5/26/2026.

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 May 26, 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-deepresearch-2/snapshot"

Documentation

Dify

Install the DeepSeek, OpenAI, Tavily, and JSON Process plugins from the Plugin Marketplace.
Authorize each plugin by navigating to Tools → [Plugin Name] → Authorize and entering the respective API key.
Select an LLM in the Search Query Generation LLM node (using DeepSeek) to generate search queries from the user's question.
The Tavily Search tool node performs web searches using those queries automatically once the API key is authorized.
Select an LLM in the Research Evaluation LLM node to judge whether the gathered information sufficiently answers the question and update the shouldContinue variable.
If information is insufficient, the loop continues, generating new search topics for additional searches.
Select an LLM in the Final Report Generation LLM node (using DeepSeek) to synthesize all findings into a final comprehensive report.

Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "category": "vendor",
      "href": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=10892236-c13e-40c0-969a-7152a35cd270",
      "sourceUrl": "https://affiliate.dify.ai/06p00xtpqqwy-e8lw08?tid=10892236-c13e-40c0-969a-7152a35cd270",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-26T06:44:36.434Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-deepresearch-2/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-deepresearch-2/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": []
}

Record generated Oct 8, 2026.