AI 应用示例合集

Jupyter Notebooks for Ollama integration

A demo Jupyter Notebook showcasing a simple local RAG (Retrieval Augmented Generation) pipeline to chat with your PDFs.

AI-powered Jupyter Notebook — use local AI to generate and edit code cells, automatically fix errors, and chat with your data

Serve Ollama LLMs on Google Colab (free plan) using Ngrok

Notebook to run Ollama on Google Colab

This repository provides a ready-to-use Google Colab notebook that turns Colab into a temporary server for running local LLM models using Ollama. It exposes the model API via a secure Cloudflare tunnel, allowing remote access from tools like curl or ROO Code in VS Code — no server setup or cloud deployment required.

Sample RAG notebooks

Collection of python notebvoooks related to ollama

This repository contains notebooks and programs on langchain.

LLM Jupyter Notebook Examples

This repository provides scripts and notebooks to create a Named Entity Recognition (NER) dataset tailored for the electrical engineering domain.

A meticulously curated collection of hands-on Jupyter notebooks, designed to illuminate the comprehensive application of MLflow across a spectrum ranging from foundational Machine Learning principles to pioneering Generative AI paradigms.

A really simple personal notebook interface to Ollama.

A self-contained Google Colab Notebook that implements RAG using Postgres pgvector, pgai, and LLMs. Supports local-Ollama/OpenAI/Anthropic

This repo hosts a notebook for running ollama on colab

🤗Archive of follow-along notebooks and demos, with additional trials.

This repo contains the notebook python code to run Ollama on Google Colab with Ngrok and Gradio as ChatBot with Memory and Verbose generation

Exploring the SDK with documentation. Archive of follow-along notebooks, with additional trials.

An introduction to RAG with LangChain & Ollama, featuring a companion PDF and two hands-on notebooks.