github Python analyzed f177dd8

BitWise-0x/open-webui-ultimate-stack

github

Production-grade Open WebUI deployment with RAG, private web search, OCR, local TTS, and MCP tool servers. Supports both standalone Docker Compose and Docker Swarm.

maintainer
BitWise-0x
license
MIT
first seen
2026-06-07
last seen
2026-06-07
releases · 30d
0
short id

Drift inferred · capture-to-capture

No drift recorded — single capability capture; advisories appear once its surface changes.

capabilities 35 tools
transport counts 35 tools · 0 res · 0 prompts permission surface via README inference

tools

  • arxiv_search_tool

    search and retrieve academic papers from arXiv

  • clean_thinking_tags_filter

    strips <think> blocks from model responses

  • comfyui_ace_step_audio_tool

    AI audio generation via ComfyUI (v1)

  • comfyui_ace_step_audio_tool_1_5

    ACE Step v1.5 with selectable encoders

  • comfyui_image_to_image_tool

    image editing and transformation via ComfyUI

  • comfyui_text_to_image_tool

    text-to-image generation via ComfyUI

  • comfyui_vibevoice_tts_tool

    expressive voice TTS via ComfyUI VibeVoice

  • create_image_cf

    image generation via Cloudflare Workers AI

  • create_image_hf

    image generation via Hugging Face Inference API

  • doodle_paint_filter

    injects artistic style directives

  • flux_kontext_comfyui_pipe

    Flux Kontext image editing pipeline via ComfyUI

  • full_document_filter

    injects full document context into the prompt

  • glm_v_box_token_filter

    strips <

  • letta_agent

    connects to Letta autonomous agents with SSE streaming and tool call support

  • mopidy_music_controller

    controls Mopidy music server for local library and YouTube playback

  • multi_model_conversation_v2

    run parallel conversations across multiple models simultaneously

  • native_image_gen

    built-in Open WebUI image generation

  • openrouter_image_pipe

    image generation routing via OpenRouter

  • openrouter_websearch_citations_filter

    formats and surfaces OpenRouter web search citations

  • openweathermap_forecast_tool

    live weather forecasts

  • perplexica_pipe

    AI search pipeline via local Perplexica instance

  • perplexica_search

    web search via local Perplexica instance

  • pexels_image_search_tool

    Pexels royalty-free image search

  • philosopher_api_tool

    philosophical reasoning and quotes

  • planner

    multi-step task decomposition and planning

  • prompt_enhancer_filter

    rewrites user prompts before they reach the model

  • research_pipe

    multi-source research pipeline

  • resume

    resume analysis and career coaching pipeline

  • rpg_tool_set

    RPG dice, character generation, and game utilities

  • searxng_image_search_tool

    image search via the local SearXNG instance

  • semantic_router_filter

    routes queries to a configured model based on content

  • text_to_video_comfyui_tool

    text-to-video via ComfyUI Wan2.2

  • veo3_pipe

    video generation pipeline

  • wiki_search_tool

    Wikipedia search and summary

  • youtube_search_tool

    YouTube search and metadata

code evidence vHEAD · github-tarball
evidence-backed findings quoted directly from the published source artifact — not inferred

code files: 41

filesystem 5

  • fs BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/flux_kontext_comfyui_pipe.py :330 with open(cfg_path, "r", encoding="utf-8") as f:
  • fs BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/resume.py :465 async with aiofiles.open(file_path, "wb") as file:
  • fs BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/veo3_pipe.py :426 with open(temp_filename, "rb") as f:
  • fs BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/arxiv_search_tool.py :290 doc = fitz.open(stream=pdf_bytes, filetype="pdf")
  • fs BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_ace_step_audio_tool_1_5.py :835 window.open(t.url, '_blank');

network 24

  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/flux_kontext_comfyui_pipe.py :39 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/letta_agent.py :13 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/mopidy_music_controller.py :17 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/openrouter_image_pipe.py :15 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/perplexica_pipe.py :18 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/research_pipe.py :19 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/functions/resume.py :28 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/arxiv_search_tool.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_ace_step_audio_tool.py :14 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_ace_step_audio_tool_1_5.py :19 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_image_to_image_tool.py :18 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_text_to_image_tool.py :19 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/comfyui_vibevoice_tts_tool.py :15 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/create_image_cf.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/create_image_hf.py :11 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/native_image_gen.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/openweathermap_forecast_tool.py :15 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/perplexica_search.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/pexels_image_search_tool.py :11 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/philosopher_api_tool.py :10 import aiohttp # type: ignore
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/searxng_image_search_tool.py :10 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/text_to_video_comfyui_tool.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/wiki_search_tool.py :12 import aiohttp
  • net BitWise-0x-open-webui-ultimate-stack-f177dd8/conf/tools/tools/youtube_search_tool.py :11 import aiohttp