AequtiusAI_LLM

View PDF: UC Berkeley AI 2024 Hackathon

LLM Prototype (Free Version Open-Source Models)

This script is designed to interact with the Ollama chat model to generate summaries based on API responses. It queries external APIs, filters the results, and uses the Ollama model to summarize the filtered information. This allows for efficient extraction and presentation of key insights from large datasets.

Overview

The script demonstrates how to:

1. Install and set up Ollama, a tool for interacting with AI models.
2. Use the Ollama API for generating summaries of user-specified content.
3. Query an external API and filter its responses.
4. Generate and print summaries based on the filtered data from the external API.

Key Features:

• Integration with Ollama's chat model for text summarization.
• API querying and filtering based on user-defined criteria.
• Generation of concise summaries for large amounts of data.

Setup Instructions

Step 1: Install Ollama

This step installs Ollama, a tool used to interact with AI models. Run the following command to install Ollama:

!curl -fsSL https://ollama.com/install.sh | sh