Ollama Gradio FAQs

Question 1

What is Ollama Gradio?

Accepted Answer

Ollama Gradio is a tool that creates a local, privacy-focused LLM agent using Ollama for running language models, Gradio for a chat interface, and the Model Context Protocol (MCP) for secure tool calling.

Question 2

How does Ollama Gradio ensure data privacy?

Accepted Answer

It uses Ollama to run LLMs locally, meaning your queries and data never leave your device. All tools and database operations are executed locally.

Question 3

What is the Model Context Protocol (MCP)?

Accepted Answer

MCP is an open protocol that allows LLMs to securely call local or remote tools as APIs. It standardizes how tools like databases, functions, and search are integrated into LLM workflows, enabling privacy-respecting and auditable tool use.

Question 4

What are the main components of Ollama Gradio's architecture?

Accepted Answer

The architecture consists of a server (`server.py`) that exposes database tools via FastMCP, and a client (`client.py`) that runs a Gradio chat UI and connects a local LLM (via Ollama) to the MCP tools.

Question 5

What kind of models can I use with Ollama Gradio?

Accepted Answer

Ollama Gradio is compatible with various state-of-the-art LLMs available in the Ollama library, such as Granite, Llama 3, and Qwen. The demo uses the Granite 3.1 MoE model.

Ollama Gradio

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