Description
The AI Blog Generator application enables users to create high-quality, engaging blog posts by simply providing a topic. The application takes the provided topic, processes it through a language model, and generates a detailed blog post of approximately 500 words. Whether you need content for your blog or inspiration for writing, this tool provides a quick and easy solution.
Model Inference
The application uses the mistralai/Mistral-7B-Instruct-v0.3 model from Hugging Face to generate the blog post.
Tools Used
- Gradio: Provides the user interface for inputting the blog topic and displaying the generated blog post.
- LangChain Hugging Face Endpoint: Interfaces with the Hugging Face model to perform the natural language processing required to generate the blog content.
- LangChain Core Prompt Template: Facilitates the creation of a structured prompt to guide the model in generating the desired output.
- LangChain Core Output Parsers: Ensures the model’s response is appropriately formatted and ready for display.
- Python Dotenv: Manages environment variables, including the Hugging Face API token used to access the model.
Try it out!
Preview
