REPOGEO REPORT · LITE
if-ai/ComfyUI-IF_AI_tools
Default branch main · commit 93130d80 · scanned 6/2/2026, 10:38:25 PM
GitHub: 700 stars · 56 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface if-ai/ComfyUI-IF_AI_tools, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highabout#1Update the repository description to reflect its archived status and feature migration
Why:
CURRENTComfyUI-IF_AI_tools is a set of custom nodes for ComfyUI that allows you to generate prompts using a local Large Language Model (LLM) via Ollama. This tool enables you to enhance your image generation workflow by leveraging the power of language models.
COPY-PASTE FIXARCHIVED: This repository contains custom nodes for ComfyUI, originally offering local and API LLM/LMM integration, OCR-RAG, and object detection. Prompt generation functionality has moved to if-ai/ComfyUI-IF_AI_PromptImaGen. See comfy-deploy/comfyui-llm-toolkit for similar active tools.
- mediumreadme#2Expand the README's archived notice to summarize the full original capabilities
Why:
CURRENT# This Repo is now Archived. Thank you for the support you gave to my nodes. A similar repo with many of the same functionalities can be found here https://github.com/comfy-deploy/comfyui-llm-toolkit
COPY-PASTE FIX# This Repo is now Archived. Thank you for the support you gave to my nodes. This repository previously offered a comprehensive suite of ComfyUI custom nodes for local and API LLMs/LMMs, including OCR-RAG, nanoGraphRAG, and Supervision Object Detection. Prompt generation functionality has moved to [if-ai/ComfyUI-IF_AI_PromptImaGen](https://github.com/if-ai/ComfyUI-IF_AI_PromptImaGen/tree/main). A similar active repo with many of the same functionalities can be found here [comfy-deploy/comfyui-llm-toolkit](https://github.com/comfy-deploy/comfyui-llm-toolkit).
- lowtopics#3Refine topics to be more specific to ComfyUI nodes and integration types, and add 'archived'
Why:
CURRENTanthropic, comfyui, flux, gemini, graphrag, groq, koboldcpp, llamacpp, lmstudio, mistral, ocr, ollama, omost, rag, stable-diffusion, supervision, textgeneration, transformers, xai
COPY-PASTE FIXcomfyui, comfyui-nodes, llm-integration, lmm-integration, rag, ocr, object-detection, prompt-generation, stable-diffusion, ollama, llamacpp, koboldcpp, lmstudio, graphrag, supervision, archived
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- LM Studio · recommended 1×
- https://github.com/Fannovel16/ComfyUI-LLaVA-Rocks · recommended 1×
- Ollama · recommended 1×
- https://github.com/Acly/ComfyUI-Ollama · recommended 1×
- https://github.com/LostRuins/koboldcpp · recommended 1×
- CATEGORY QUERYHow to use a local large language model to generate image prompts in ComfyUI?you: not recommendedAI recommended (in order):
- LM Studio
- ComfyUI-LLaVA-Rocks (https://github.com/Fannovel16/ComfyUI-LLaVA-Rocks)
- Ollama
- ComfyUI-Ollama (https://github.com/Acly/ComfyUI-Ollama)
- KoboldCpp (https://github.com/LostRuins/koboldcpp)
- text-generation-webui (https://github.com/oobabooga/text-generation-webui)
- ComfyUI Manager (https://github.com/ltdrdata/ComfyUI-Manager)
AI recommended 7 alternatives but never named if-ai/ComfyUI-IF_AI_tools. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat tools integrate RAG and object detection with LLMs for visual generative AI pipelines?you: not recommendedAI recommended (in order):
- LlamaIndex
- LangChain
- Hugging Face Transformers
- Hugging Face Datasets
- OpenCV
- Vectara
- Weaviate
- Pinecone
- Microsoft Azure AI Services
- Google Cloud AI Platform
- AWS SageMaker
AI recommended 11 alternatives but never named if-ai/ComfyUI-IF_AI_tools. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of if-ai/ComfyUI-IF_AI_tools?passAI named if-ai/ComfyUI-IF_AI_tools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts if-ai/ComfyUI-IF_AI_tools in production, what risks or prerequisites should they evaluate first?passAI named if-ai/ComfyUI-IF_AI_tools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo if-ai/ComfyUI-IF_AI_tools solve, and who is the primary audience?passAI named if-ai/ComfyUI-IF_AI_tools explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
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if-ai/ComfyUI-IF_AI_tools — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite