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Showing content from https://github.com/datvodinh/rag-chatbot.git below:

datvodinh/rag-chatbot: Chat with multiple PDFs locally

• Feature
• Idea
• Setup
  • Kaggle
  • Local
    • Clone
    • Install
    • Run
• Todo

• Easy to run on Local or Kaggle (new)
• Using any model from Huggingface and Ollama
• Process multiple PDF inputs.
• Chat with multiples languages (Coming soon).
• Simple UI with Gradio.

• Import notebooks/kaggle.ipynb to Kaggle
• Replace <YOUR_NGROK_TOKEN> with your tokens.

git clone https://github.com/datvodinh/rag-chatbot.git
cd rag-chatbot

docker compose up --build

source ./scripts/install_extra.sh

• MacOS, Window: Download

• Linux

curl -fsSL https://ollama.com/install.sh | sh

• Macos

brew install ngrok/ngrok/ngrok

• Linux

curl -s https://ngrok-agent.s3.amazonaws.com/ngrok.asc \
| sudo tee /etc/apt/trusted.gpg.d/ngrok.asc >/dev/null \
&& echo "deb https://ngrok-agent.s3.amazonaws.com buster main" \
| sudo tee /etc/apt/sources.list.d/ngrok.list \
&& sudo apt update \
&& sudo apt install ngrok

source ./scripts/install.sh

or

python -m rag_chatbot --host localhost

• Using Ngrok

source ./scripts/run.sh --ngrok

• Add evaluation.
• Better Document Processing.
• Support better Embedding Model for Vietnamese and other languages.
• ReAct Agent.
• Document mangement (Qrdant, MongoDB,...)

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