project-genai-post-generator

This tool helps LinkedIn influencers analyze their past posts and generate new posts that match their writing style.

About the Project

Let's say om is a LinkedIn influencer and needs assistance in writing future posts. He can provide his past LinkedIn posts to this tool, which will extract key topics. Then, he can select the topic, length, language, etc., and use the Generate button to create a new post that aligns with his writing style.

Technical Architecture

1. Stage 1: Collect LinkedIn posts and extract topics, language, length, etc.
2. Stage 2: Use topic, language, and length to generate a new post. Some past posts related to that specific topic, language, and length will be used for few-shot learning to guide the LLM about the writing style.

Setup & Installation

1. Get an API_KEY from Groq Console. Inside .env, update the value of GROQ_API_KEY with the API_KEY you created.
2. Install dependencies:

   pip install -r requirements.txt

3. Run the application using Streamlit:

   streamlit run main.py