What is PixelRAG built with?

PixelRAG is a Python repo built with FastAPI, fastmcp, AIOHTTP, React, and Next.js. It uses AI through accelerate, datasets, litellm, mcp, nvidia-cudnn-cu12, and 12 more, makes its content with beautifulsoup4, lxml, pillow, react-markdown, and remark-gfm, validates its data with Zod, is tested with Selenium and webdriver-manager, deploys with botocore, and uses Hugging Face. It has 59,214 written lines, with 45 test files.

Read on November 13, 2026, at commit 16f35e5. Read it as markdown

The card says what it's built with. Its whole map opens it up: every part of the code and how it connects to the rest.

Frontend

The base 2

Styles 4

Interface 2

Icons 1

Backend

Support

The base 2

Content 5

Testing 2

  • Selenium
  • webdriver-manager

Deploy 1

Validation 1

Other 13

  • tqdm12 files
  • NumPy9 files
  • websockets7 files
  • wandb2 files
  • pyyaml1 file
  • omegaconf
  • trafilatura
  • httpx5 files
  • requests4 files
  • clsx1 file
  • retry
  • s
1 more
  • tenacity

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Frequently asked questions

What language is PixelRAG written in?
PixelRAG is written in Python, with 59,214 written lines.
What framework does PixelRAG use?
PixelRAG is built with FastAPI, fastmcp, AIOHTTP, React, and Next.js.
Does PixelRAG use AI?
Yes. PixelRAG uses AI through accelerate, datasets, litellm, mcp, nvidia-cudnn-cu12, tiktoken, torchvision, torch, transformers, peft, faiss-cpu, safetensors, qwen-vl-utils, vLLM, OpenAI, @opencode-ai/plugin, and Anthropic.
What services does PixelRAG use?
PixelRAG uses Hugging Face.

The proof: train/models/biqwen3.py, line 86

Does PixelRAG have tests?
Yes. PixelRAG has 45 test files and is tested with Selenium and webdriver-manager.
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