System Environment Preparation Guide
PRAG requires a Python 3.10.4 environment and is recommended to be managed through Anaconda:
- Create an isolated environment:
conda create -n prag python=3.10.4 - Activate the environment:
conda activate prag
Critical Dependency Installation
Special attention needs to be paid to the version compatibility of the following components:
- PyTorch 2.1.0: Basic Deep Learning Framework
- LoRA Adapter: for efficient fine-tuning of parameters
- Transformers Library: Support for mainstream LLM integration
Full Installation Command:pip install torch==2.1.0 && pip install -r requirements.txt
Path Configuration Points
modificationssrc/root_dir_path.pyNote that the ROOT_DIR variable in the
- Use absolute paths to avoid permission problems
- Make sure the path contains all PRAG subdirectories
- Windows systems need to be aware of backslash escaping
Successful installation is verified by the ability to import prag modules without version conflict warnings.
This answer comes from the articlePRAG: Parameterized Retrieval Augmentation Generation Tool for Improving the Performance of Q&A SystemsThe
May not be reproduced without permission:AI productivity tools " How do I properly install and configure the PRAG runtime environment?
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