Installation

Prerequisites

  • Python 3.8 +

  • Virtual Environment

Steps to Install Dependencies

  1. Clone the github repository:

git clone https://github.com/ChaimaeBLM/Doc_LLM_RAG
cd Doc_LLM_RAG

  1. Set up a virtual environment:

python3 -m venv venv
source venv/bin/activate
# with anaconda
conda create -n env_name python
conda activate env_name

  1. Download Ollama and run llama3 then Mistral

Ollama run llama3
Ollama run Mistral

  1. Installing Dependencies

# Document loading, retrieval methods and text splitting
pip install -qU langchain langchain-community

# Local vector store via Chroma
Pip instal -qU langchain_chroma

# Local inference and embeddings via Ollama
pip install -qU langchain_Ollama

# Web Loader
pip install -qU beautifulsoup4