https://github.com/ernanhughes/ollama-notebooks

Collection of python notebvoooks related to ollama
https://github.com/ernanhughes/ollama-notebooks

jupyter-notebook ollama python

Last synced: 1 day ago
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Collection of python notebvoooks related to ollama

• Host: GitHub
• URL: https://github.com/ernanhughes/ollama-notebooks
• Owner: ernanhughes
• Created: 2024-08-25T07:06:42.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2025-01-13T19:48:10.000Z (16 days ago)
• Last Synced: 2025-01-13T20:39:08.301Z (16 days ago)
• Topics: jupyter-notebook, ollama, python
• Language: Jupyter Notebook
• Homepage:
• Size: 1.24 MB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Ollama examples

Collection of Jupyter notebooks demonstrating how to use ollama.

I wrote an interoductory blog post on Ollama: [Ollama: The local LLM solution](http://programmer.ie/post/ollama/)

## Install

```

cd d:\projects\ollama-notes

python -m venv ollama-env

ollama-env\Scripts\activate

pip install -r requirements.txt

```

# Update context size of a model

```

ollama run llama3.2

>>> /set parameter num_ctx 131072

```

Notebook | Description

---|---

[chat](/notebooks/chat.ipynb) | Demonstrates simple chatbot functionality using Ollama.  

[list_models](/notebooks/list_models.ipynb) | List  installed Ollama Models  

[Log_file_analyzer](/notebooks/log_file_analyzer.ipynb) | Use Ollama to analyze a log file.  

[pull](/pull.ipynb) | Pull a model.

[template](/notebooks/template_example.ipynb) | Shows how we can use the model to fill in a template with some text data.

[huggingface](/notebooks/huggingface.ipynb) | Pull a model from Hugging Face.

[function_calling](/notebooks/function_calling.ipynb) | Use Ollama to call a function.

[rest_api](/notebooks/rest_api.ipynb) | Use Ollama via the REST API.

[sql](/notebooks/sql.ipynb) | Use Ollama to query a SQL database.

[rag](/notebooks/rag.ipynb) | RAG example.