/langchain-text-summarization

Primary LanguagePython

🦜🔗 Langchain - Text Summarization App

Text Summarization App built using Langchain and Streamlit

Overview of the App

  • Accepts a paragraph of text as the input text (to be summarized) using Streamlit's st.text_input()
  • Text is split into chunks via CharacterTextSplitter() along with its split_text() method
  • Document is generated via `Document()
  • Text summarization is achieved using load_summarize_chain() by applying the run() method on the input docs.

Demo App

Streamlit App

Get an OpenAI API key

You can get your own OpenAI API key by following the following instructions:

  1. Go to https://platform.openai.com/account/api-keys.
  2. Click on the + Create new secret key button.
  3. Next, enter an identifier name (optional) and click on the Create secret key button.