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Knowledge Retrieval with LLMs & LangChain

SFI IT Academic Festival workshop content.

Installation

Download the content

git clone https://github.com/pbudzyns/rag_workshop.git

Install dependencies

cd rag_workshop
python -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Install Ollama or get API token

To run the notebooks you will need Ollama installed (recommended). Alternatively you can use OpenAI API key or a model from HuggingFace.

To install Ollama follow the instructions. After installation run ollama run llama2 to pull the model and verify that everything is working well.

To get OpenAI API token you will have to create OpenAI account.

Run the notebooks

Run the command below in your shell (having venv activated) and go to localhost:8888

jupyter notebook

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SFI IT Academic Festival workshop content

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