A question-answering application powered by OpenAI LLM, Pinecone and Streamlit
- An end-to-end question-answering pipeline to chat with your data with OpenAI APIs.
- This app uses OpenAI's
text-davinci
language model to return answers based on users' queries to their data source. - Currently, the App allows you to query web-based text content and web pdf files.
- It uses open source
sentence transformer
as a text-embedding model - Application uses
Pinecone
vector database to store vectors of the data sources with functionality to remove existing data source when it is not in use.
- Web-based text data
- PDF links