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

DeepResearch uses loop variables and agent nodes to iteratively explore the web, identify knowledge gaps, and synthesize findings into a structured report. The workflow leverages tools like Tavily Search to collect relevant web results and Deepseek Reasoner to analyze and summarize them, delivering comprehensive answers to complex questions. Install the Tavily Search tool and Deepseek Reasoner plugin and configure their API keys.

workflowknowledgedeepseekjson_processopenaitavily

View on Dify

Rank

Safety

Updated

Jun 1, 2026

Source

Dify

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. Last updated 6/1/2026.

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 30, 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-3/snapshot"

Documentation

Dify

89 characters of source documentation, loaded on request.

Machine-readable data

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

{
  "facts": [
    {
      "factKey": "vendor",
      "label": "Vendor",
      "value": "Dify",
      "category": "vendor",
      "href": "https://marketplace.dify.ai/api/v1/templates/c32f60fa-0551-4db0-8970-9faae6b76861",
      "sourceUrl": "https://marketplace.dify.ai/api/v1/templates/c32f60fa-0551-4db0-8970-9faae6b76861",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-05-30T06:40:25.699Z",
      "isPublic": true,
      "metadata": {}
    },
    {
      "factKey": "handshake_status",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "category": "security",
      "href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-deepresearch-3/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-deepresearch-3/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true,
      "metadata": {}
    }
  ],
  "events": []
}

Record generated Oct 9, 2026.