Dify

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What is Dify?

Langgenius Dify is a cutting-edge platform designed to enhance the capabilities of large language models (LLMs) by integrating them with external tools and resources. This integration allows Dify to autonomously perform complex tasks, such as web browsing and data gathering, with precision and efficiency. By leveraging advanced reasoning and adaptive capabilities, Dify enables LLMs to think critically and execute multi-step operations, making it an invaluable tool for developers and enterprises looking to harness the full potential of AI. The platform’s ability to gather real-time information and iterate on tasks ensures that users can achieve high levels of accuracy and effectiveness in their AI-driven projects. Whether used for research, development, or deployment, Langgenius Dify offers a robust solution for enhancing AI workflows and achieving superior outcomes.

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Get started

Go to the apps section in the CUDO Compute console and click either the small, medium or large instance of Dify. Small and Medium include deepseek-r1:32b 32 Billion parameter LLM; and large includes the llama3.3 70 billion parameter LLM. Once deployed wait a few minutes and then visit the public IP of your VM in your browser.

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Create admin account

The first user to sign in creates an admin account, you can add other users later and create teams and projects.

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Configure Ollama as a model provider

On the right hand side, click your account avatar. From the drop-down menu go to Settings. On the left navigation select Model provider, scroll down until you see Ollama and click install. In the Ollama box click Add model If you are using a small or medium instance enter deepseek-r1:32b as the name or for large add llama3.3 as the name. Enter http://ollama:11434 as the Base URL and click Save.

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Create a Chat Bot

Go to your workspace and click Create from blank. Choose App type as Chat bot. You loaded LLM will automatically be selected, so click Publish and go to Open in Explore.

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Test it out

Go to your new chat application and test it out.