chxlqqx / llm-post-generator

Using LLMs & the SERP API to retrieve information on a given topic, which is then used to generate a Reddit post

LLM post generator

An app that uses the SERP API together with the gpt-3.5-turbo model to generate a Reddit post. This is achieved by using LangChain and prompt templates to chain everything together, and generate the desired result.

The following process underpins the end-to-end app functionality:

• A topic of choice is entered into the web application which forms the SERP query
• The next step is used to find the best URL using a prompt template and the gpt-3.5-turbo model
• Once the URL are returned, LangChain is used to fetch the data from the URL
• Then the process summarises the fetched data, using the gpt-3.5-turbo and prompt template
• Finally, LangChain and prompt templates are used in tandem with gpt-3.5-turbo to generate a Reddit post

System design

Models

• gpt-3.5-turbo

Requirements

python -m pip install -r requirements.txt

Run App Locally

source build.sh

Run App with Streamlit Cloud

Launch App

License

Distributed under the MIT License. See LICENSE for more information.