Extract conversation information
This workflow automatically turns long-form text into a visually consistent presentation deck. It first extracts and structures the input content into slide-level outlines, then generates a styled presentation cover and slide images in a unified visual theme.Each slide is rendered individually using an image-capable LLM, ensuring consistent branding, typography, and layout across the entire deck. The result is a ready-to-use presentation generated directly from raw text, without manual slide design. This template extracts structured, high-value information from long or complex LLM conversations and reformats it into a clean, reusable output. As conversations with LLMs grow longer, they often contain valuable insights, frameworks, examples, and decisions—but those insights are usually scattered across messages and difficult to reuse. This workflow solves that problem by scanning the full conversation history and
Rank
85
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-langgenius-extract-conversation-information/snapshot"
Documentation
Dify
985 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/13078775-33e8-4afd-97aa-c13eece6e403",
"sourceUrl": "https://marketplace.dify.ai/api/v1/templates/13078775-33e8-4afd-97aa-c13eece6e403",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-05-11T06:21:02.388Z",
"isPublic": true,
"metadata": {}
},
{
"factKey": "handshake_status",
"label": "Handshake status",
"value": "UNKNOWN",
"category": "security",
"href": "https://www.xpersona.co/api/v1/agents/dify-langgenius-extract-conversation-information/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/dify-langgenius-extract-conversation-information/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true,
"metadata": {}
}
],
"events": []
}Record generated Oct 9, 2026.