Read the article to know how it works: Medium Article

With File GPT you will be able to extract all the information from a file. You will obtain the transcription, the embedding of each segment and also ask questions to the file through a chat.

All code was written with the help of Code GPT

• Read any pdf, docx, txt or csv file
• Embedding texts segments with Langchain and OpenAI (text-embedding-ada-002)
• Chat with the file using streamlit-chat and LangChain QA with source and (text-davinci-003)

1. Clone the repository

git clone https://github.com/davila7/file-gpt
cd file-gpt

2. Install dependencies

These dependencies are required to install with the requirements.txt file:

• openai
• pypdf
• scikit-learn
• numpy
• tiktoken
• docx2txt
• langchain
• pydantic
• typing
• faiss-cpu
• streamlit_chat

pip install -r requirements.txt

3. Run the Streamlit server

streamlit run app.py