hzuaifa25/universal-web-api
🤖 Convert popular AI websites into standard APIs for free, enabling local deployment and complete data privacy without complex setup.
What's novel
🤖 Convert popular AI websites into standard APIs for free, enabling local deployment and complete data privacy without complex setup.
Code Analysis
9 files read · 4 roundsA FastAPI server that exposes an OpenAI-compatible /v1/chat/completions endpoint by driving a real Chromium browser (via DrissionPage) to type messages into web-based AI chat interfaces (ChatGPT, DeepSeek, Grok, etc.), scrape the streaming DOM response, and re-package it as SSE chunks.
Strengths
The request lifecycle management (FIFO queue, global lock, client-disconnect detection, graceful cancellation via thread-safe flags) is well-designed and production-minded. The per-site workflow configuration with optional steps, fallback selectors, and tunable streaming thresholds shows practical engineering for a hard problem (reliably scraping streaming DOM content).
Weaknesses
Zero automated tests exist — the only 'test' is a manual __main__ block in data_models.py. The README heavily oversells the project as 'AI-powered' and 'self-healing' when it's really a browser automation proxy with a one-time AI-assisted selector extraction step; the core loop is pure DOM polling with no intelligence. The 64kb browser_core.py is a monolith that mixes constants, logging, SSE formatting, element finding, and workflow execution in one file.
Score Breakdown
Signal breakdown
Innovation
Craft
Traction
Scope
Evidence
Commits
32
Contributors
2
Files
17
Active weeks
5
Repository
Language
Python
Stars
1
Forks
0
License
AGPL-3.0