PrivateGPT4Linux

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How to Install

. Install python-poetry and pyenv

. Run the corresponding commands below.

LLaMA-CPP Version (RECOMMENDED)

curl -LO https://raw.githubusercontent.com/MichaelSebero/PrivateGPT4Linux/main/files/installers/llama-cpp-installer.sh

sh llama-cpp-installer.sh

Ollama Version

curl -LO https://raw.githubusercontent.com/MichaelSebero/PrivateGPT4Linux/main/files/installers/ollama-installer.sh

sh ollama-installer.sh

How to Use

LLaMA-CPP

cd /home/$USER/privateGPT && PGPT_PROFILES=local make run

Ollama

cd /home/$USER/privateGPT && PGPT_PROFILES=ollama make run

• Enter localhost:8001 in your browser, despite it being ran in your browser privateGPT is offline.

Supported File Formats to Ingest

• .csv: CSV (Comma-Separated Values)
• .docx: Word Document
• .epub: EPub (Electronic Publication)
• .hwp: HWP (Hancom Writer)
• .ipynb: Jupyter Notebook
• .jpg: JPEG Image
• .json: JSON (JavaScript Object Notation)
• .jpeg: JPEG Image
• .md: Markdown
• .mbox: Mbox (Mailbox)
• .mp3: MP3 Audio
• .mp4: MP4 Video
• .pdf: Portable Document Format (PDF)
• .png: PNG Image
• .ppt: PowerPoint Document
• .pptm: PowerPoint Document (Macro-Enabled)
• .pptx: PowerPoint Document

How to Change the Model

LLaMA-CPP

. Edit the section below in settings.yaml and settings-local.yaml

llamacpp:
  prompt_style: "llama2"
  llm_hf_repo_id: TheBloke/Nous-Hermes-Llama2-GGUF | This is where it looks to find the repo.
  llm_hf_model_file: nous-hermes-llama2-13b.Q5_K_S.gguf | This is where it looks to find a specific file in the repo.

[ prompt_style ] should be 'default', 'llama2', 'tag', 'mistral' or 'chatml'

. Change the tokenizer section in settings-local.yaml

llm:
  mode: llamacpp
  # Should be matching the selected model
  max_new_tokens: 4096
  context_window: 3900
  tokenizer: NousResearch/Nous-Hermes-Llama2-13b | Change this to where the model file is located.

You might have to modify [ max_new_tokens ] to match the model's max tokens.

. Delete the contents of /home/$USER/privateGPT/models

. Run the commands below.

/home/$USER/privateGPT && PGPT_PROFILES=local make setup

Documentation

https://docs.privategpt.dev/manual