---

core-go-ollama-llm-functions

A collection of Go-based examples demonstrating how to integrate Large Language Models (LLMs) with function calling capabilities using Ollama.

Overview

This repository showcases various implementations of function calling with LLMs in Go, leveraging Ollama's local model serving capabilities. It includes examples such as:

• Structured JSON outputs
• Tool usage and integration
• Reasoning and inference tasks
• Retrieval-Augmented Generation (RAG) workflows
• SQLite-backed data interactions
• HTTP client-server communication

Each example is designed to illustrate specific aspects of LLM function calling, providing a practical reference for developers.

Prerequisites

• Go 1.20 or higher
• Ollama installed and running locally
• Required LLM models downloaded via Ollama (e.g., Llama 3.1)

Getting Started

1. Clone the repository:

   git clone https://github.com/mkaydin/core-go-ollama-llm-functions.git
   cd core-go-ollama-llm-functions
   

2. Install dependencies:

   go mod tidy
   

3. Run an example:

   Navigate to the desired example directory and execute the Go file. For instance:

   cd structured_output_v1
   go run main.go
   

Project Structure

The repository is organized into the following directories:

• structured_output_v1/ - Basic structured output example
• structured_output_v2/ - Advanced structured output with nested data
• tools_output/ - Demonstrates tool usage within LLM responses
• reasoning/ - Examples focusing on reasoning capabilities
• rag_output/ - Retrieval-Augmented Generation implementation
• mcp_sqlite_docker/ - SQLite integration with Docker support
• mcp-curl-client/ - HTTP client example using curl
• mcp-curl-server/ - HTTP server handling LLM interactions
• json_output/ - JSON output formatting examples

Usage

Each example is self-contained. To run a specific example:

1. Ensure Ollama is running and the necessary model is available:

   ollama run llama3.1
   

2. Navigate to the example directory:

   cd <example_directory>
   

3. Execute the Go program:

   go run main.go
   

Replace <example_directory> with the desired example folder name.

Contributing

Contributions are welcome! If you have suggestions or improvements, feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License. See the LICENSE file for details.

---

For more information on Ollama and its capabilities, visit the official Ollama GitHub repository.

---