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Let's build a mini-ChatGPT that's powered by DeepSeek-R1 (100% local):
Here's a mini-ChatGPT app that runs locally on your computer. You can chat with it just like you would chat with ChatGPT. We use: - @DeepSeek_AI R1 as the LLM - @Ollama to locally serve R1 - @chainlit_io for the UI Let's build it!
We begin with the import statements and define the start_chat method. It is invoked as soon as a new chat session starts.
Next, we define another method which will be invoked to generate a response from the LLM: • The user inputs a prompt. • We add it to the interaction history. • We generate a response from the LLM. • We store the LLM response in the interaction history.
Finally, we define the main method and run the app as follows:
Done! This launches our 100% locally running mini-ChatGPT that is powered by DeepSeek-R1.
That's a wrap! If you enjoyed this tutorial: Find me → @_avichawla Every day, I share tutorials and insights on DS, ML, LLMs, and RAGs.