gpt-crawler crawls websites to generate knowledge files for creating custom GPT models tailored to your data.
With GPT Crawler, we can leverage web data to build custom AI assistants.
Often, as AI developers, we want to create specialized AI models tailored to our business data and documents. However, training customized natural language models from scratch is time-consuming and resource-intensive.
GPT Crawler offers another approach - it crawls websites to generate filtered knowledge files automatically that can be used to build custom GPT assistants.
We can create AI assistants around specific sites and topics rather than general domain training on broad corpora, with gpt-crawler—customization with just a URL.
🕸️ Crawls Websites to Extract Relevant Data - It traverses sites and grabs text from pages based on configurable CSS selectors to filter out noise.
✂️ Generates Condensed Knowledge Files - It post-processes extracted text into condensed JSON documents for upload.
🤖 Builds Specialized AI Assistants - Enables creating custom GPT models focused on specific sites and topics rather than general domain training.
- 👩💻 It enables the creation of specialized AI assistants tailored to custom data by crawling relevant sites—no need for extensive training.
- 🔬 It automatically extracts and filters text from web pages to generate focused knowledge files—less data cleaning.
- 🤖 It integrates seamlessly with OpenAI to build custom GPTs from these knowledge files—simple customization.
- ⚙️ It provides configurable options like selectors and file size limits to customize the crawl scope—more control.
- 🚀 It accelerates building domain-specific assistants versus general conversational models—targeted performance.
- 👷🏽♀️ Builders: Guillermo Marin, Steve Sewell, Marcelo Cardoso
- 👩🏽💼 Builders on LinkedIn: https://www.linkedin.com/in/marcelovicentegc/, https://www.linkedin.com/in/ssewell/
- 👩🏽🏭 Builders on X: https://twitter.com/Steve8708
- 👩🏽💻 Contributors: 20
- 💫 GitHub Stars: 15k
- 🍴 Forks: 1.3k
- 👁️ Watch: 98
- 🪪 License: ISC
- 🔗 Links: Below 👇🏽
- GitHub Repository: https://github.com/BuilderIO/gpt-crawler
- Official Website: https://www.builder.io/blog/custom-gpt
- Profile in The AI Engineer: https://github.com/theaiengineer/awesome-opensource-ai-engineering/blob/main/libraries/gpt-crawler/README.md
🧙🏽 Follow The AI Engineer for more about gpt-crawler and daily insights tailored to AI engineers. Subscribe to our newsletter. We are the AI community for hackers!
♻️ Repost this to help gpt-crawler become more popular. Support AI Open-Source Libraries!