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<h1 align="center">
FileGPT 🤖
</h1>
Read the article to know how it works: <a href="">Medium Article</a>
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 <a href="https://codegpt.co">Code GPT</a>
<a href="https://codegpt.co" target="_blank"><img width="753" alt="Captura de Pantalla 2023-02-08 a la(s) 9 16 43 p m" src="https://user-images.githubusercontent.com/6216945/217699939-eca3ae47-c488-44da-9cf6-c7caef69e1a7.png"></a>
<hr>
<br>
# 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
```
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