An AI assistant for automated metadata generation in markdown blogs (e.g. Jekyll/Hexo), also providing content understanding, summarization, etc.
Developer's note: A Hands-on Journey to a working LangChain LLM Application
git clone https://github.com/yaohui-wyh/blog-gpt.git
cd blog-gptInstall dependencies with Poetry and activate virtual environment
poetry install
poetry shellRun blog_gpt.py to generate metadata for a blog post:
cd blog-gpt
export OPENAI_API_KEY=<openai-key>
# Generate content summarization & keywords
python blog_gpt.py -f <path-to-markdown-file>
# Q&A about content
python blog_gpt.py -f <path-to-markdown-file> -q <question>
Summarize and answer questions about the BlogGPT README.md:
➜ python blog_gpt.py -f ../README.md | jq
{
"summary": "BlogGPT is an AI assistant that can generate metadata for markdown blogs, as well as provide content understanding and summarization. To use it, clone the repository, install dependencies, and run blog_gpt.py.",
"keywords": "AI, metadata, markdown, blog, summarization"
}
➜ python blog_gpt.py -f ../README.md -q "can blog_gpt generate keywords"
Yes, blog_gpt can generate keywords.