| """Fullstack Code Builder β entry point. |
| |
| Uses MiniCPM5-1B (text) or MiniCPM-V-4.6 (vision+text) for local inference. |
| No external APIs required. |
| Supports generating fullstack applications in any language. |
| Can push generated projects to HuggingFace Hub. |
| Web search via Google scraping (no API keys needed). |
| Gradio app support for Python. |
| Image understanding with MiniCPM-V-4.6. |
| |
| Project structure: |
| code/ |
| βββ config/constants.py App constants, model configs, system prompt |
| βββ model/loader.py Dual model loading & switching |
| βββ model/inference.py Streaming inference (text + VLM) |
| βββ execution/code_extractor.py Code extraction & language normalization |
| βββ execution/python_runner.py Sandboxed Python execution |
| βββ execution/gradio_runner.py Gradio app subprocess runner |
| βββ websearch/google_scraper.py Web search scraping (no API) |
| βββ huggingface/push.py HuggingFace Hub push & ZIP packaging |
| βββ server/chat_helpers.py Chat history & prompt building |
| βββ server/routes.py FastAPI / Gradio server routes |
| """ |
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| from __future__ import annotations |
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| import logging |
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| from code.model.loader import start_background_load |
| from code.server.routes import get_app |
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| logging.basicConfig(level=logging.INFO) |
| logger = logging.getLogger(__name__) |
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| start_background_load() |
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| application = get_app() |
| application.launch(show_error=True) |
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