Flask Webapp FAQs

Question 1

What is Flask Webapp?

Accepted Answer

Flask Webapp is a tool that integrates Large Language Models (LLMs) like OpenAI and Anthropic with Model Context Protocol (MCP) tools such as Brave Search and GitHub. It allows you to enhance prompts with contextual information from these sources for improved AI responses.

Question 2

Which LLMs are supported?

Accepted Answer

Currently, Flask Webapp supports OpenAI's GPT-3.5 and Anthropic's Claude 2 models. You'll need API keys for each service to use them.

Question 3

How do I configure API keys?

Accepted Answer

You can configure API keys for OpenAI, Anthropic, Brave Search, and GitHub either through environment variables or a .env file. The README provides detailed instructions on both methods.

Question 4

What are MCP Tools and how do they work?

Accepted Answer

MCP (Model Context Protocol) tools provide context to LLMs. Flask Webapp uses Brave Search and GitHub as MCP tools to automatically enrich prompts with relevant information before sending them to the AI model. They enhance AI responses with up-to-date and specific information.

Question 5

How do I see the full prompt with added context?

Accepted Answer

The application features a 'Show full prompt with context' button, allowing you to see exactly how the original prompt was modified by the contextual information before being sent to the LLM.

Flask Webapp

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