---
title: ComfyUI Integration and Knowledge Base Improvements ⭐
description: >-
  Run ComfyUI visual workflows directly in LobeHub, organize knowledge with
  waterfall layouts and auto-extraction, and share outputs as PDF.
tags:
  - AI Knowledge Base
  - Workflow
  - ComfyUI
---

# ComfyUI Integration and Knowledge Base Improvements ⭐

From October through November, LobeHub focused on making workflow-driven creation more practical. This release brings ComfyUI visual pipelines into your conversations, improves how teams organize knowledge at scale, and makes sharing outputs easier across formats.

## Visual workflows and document export

ComfyUI workflows are now part of LobeHub, letting you run existing visual pipelines without switching tools. Previously, teams using ComfyUI for image or video generation had to manage separate environments. Now you can bring those workflows directly into chat contexts and execute them alongside your AI conversations.

Document export also expands to support PDF, making it simpler to archive conversations for compliance or share structured outputs with stakeholders who need offline copies.

## Knowledge organization at scale

Managing large knowledge bases gets smoother with two practical additions. The new waterfall layout makes scanning extensive file collections more efficient when you are browsing hundreds of resources. And automatic archive extraction during upload removes the manual step of unzipping before importing—drop a ZIP file and the system handles the rest. These changes reduce friction when onboarding team knowledge or maintaining large reference libraries.

## Provider and model coverage

New provider support includes **Cerebras** and **CometAPI**, while image generation expands with **SiliconFlow** and **Hunyuan Text-to-Image 3**. The model library adds **Claude Haiku 4.5**, **GPT-5 Pro**, **MiniMax-M2**, and **Imagen 4** for Vertex AI.

## Improvements and fixes

- Improved rich text link rendering
- Enhanced search experience
- Added option to disable rich text editing
- Added hotkeys for delete and regenerate actions
- Refined update notification behavior
