FileGPT 🤖
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
# Features
- 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**)
# Running Locally
1. Clone the repository
```bash
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
```bash
pip install -r requirements.txt
```
3. Run the Streamlit server
```bash
streamlit run app.py
```