Llama2 Chatbot Deep Learning

Deep Learning expert chatbot built using Llama2, langchain and chainlit and Deep Learning books.

Data

• Dive Into Deep Learning: https://d2l.ai/d2l-en.pdf
• Deep Learning: http://imlab.postech.ac.kr/dkim/class/csed514_2019s/DeepLearningBook.pdf

System Requirements

Python 3.9 + requirements.txt

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Installation

1. Fork this repository and create a codespace in GitHub or clone it locally.

2. Use your HuggingfaceHub API key (from this URL) in the .env file

   HUGGINGFACEHUB_API_TOKEN=your_huggingface_api_token
   

3. Create a virtualenv and activate it

   conda create -n llama2chainlit python=3.9
   
   conda activate llama2chainlit
   

4. Run the following command in the terminal to install necessary python packages:

   pip install -r requirements.txt
   

5. Run the following command in your terminal to create the embeddings and store it locally:

   python ingest.py
   

6. Run the following command in your terminal to run the app UI (to choose ip and port use --host IP and --port XXXX):

   chainlit run main.py -w --host 127.0.0.1 --port 9001