How to Install & Use PrivateGPT

October 31st, 2023

How to Install & Use PrivateGPT

How to Install & Use PrivateGPT

tutorial

How to Install & Use PrivateGPT

PrivateGPT allows you to chat with your local documents, pdfs, cvs, etc.. The chat result is more relevant and private. It allows you to localize GPT and no need to go to openAI which incures additional cost (embedding).

The official documentation for privateGPT is available from Official privateGPT Guide. The following is a simplified step-by-step-guide.

Step-by-step Guide

Installation

  1. Clone the repo: sh git clone https://github.com/imartinez/privateGPT

  2. Install dependency cd privateGPT a. On MacOS, make sure you have 'pyenv' installed: brew install pyenv See more info about pyenv and install instructions here b. Install python 3.11 using pyenv which is required pyenv install 3.11 Note: to use 3.11 python, do this: pyenv local 3.11 c. Install Poetry: poetry install --with ui,local
  3. Download Embedding and LLM models poetry run python scripts/setup
  4. MacOS support: cmd CMAKE_ARGS="-DLLAMA_METAL=on" pip install --force-reinstall --no-cache-dir llama-cpp-python # Running Enter the following comamnd to run: PGPT_PROFILES=local make run # Possible Issues The best place to report the issues you are running into is through the repo's github issue report: https://github.com/imartinez/privateGPT/issues As of Oct. 26, 2023, there are 448 open issues

privateGPT screen

Other articles

September 18th, 2023

15 Best GPUs for Machine Learning in 2023

Gain insights into how this revolutionary tech is shaping various industries. read more...

September 6th, 2023

9 AI Tools You Will ACTUALLY Use

ideo. Get a free trial of Taplio at … read more...

August 19th, 2023

Comparing the Top Cloud Services for Machine Learning Model Training: AWS, Azure, and Google Cloud

s for ML model training. This article will compare these three platforms in terms of cost, features, and ease of use. read more...

August 21st, 2023

A Comprehensive Guide on Stable Diffusion and SDXL

eristics, differences, and real-world applications. read more...

September 5th, 2023

NEW ControlNet for SDXL!

Extension … read more...