#This is a Python application that allows you to load a Documet and ask questions about it using natural language.
- python
- Langchain
- OpenAI
- Pinecone
- Streamlit
- Reads pdf file from provided url
- Splits the text into smaller chunks that can be then fed into a LLM
- Create vector representations usingOpenAI embeddings
- Finds the chunks that are semantically similar to provided question
- Feeds those chunks to the LLM to generate a natural response
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clone this repository and install the requirements:
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pip install -r requirements.txt
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Provided ENV variables following the example in env.example file
Run using streamlit run app.py
