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This tutorial demonstrates how to develop generative AI applications using Deep Seek R1 model and integrates it locally without sending data to external servers. The speaker emphasizes the use of Lang Chain for memory management and API access without relying on third-party services. They compare Deep Seek with ChatGPT, citing superior responses, and guide viewers through the installation and execution of necessary models. The focus is on creating a user-friendly chat application while ensuring fast response times, and the presenter shares insights on optimizing usage based on local system capabilities.
Tutorial initiates generative AI application development with Deep Seek R1 model.
Integration of memory formats using Lang Chain for chat history management.
Instructions on downloading and installing Deep Seek R1 model locally.
Demonstration of model's fast response times using locally installed AI features.
Final testing of chat application reveals fast, effective AI responses.
This tutorial illustrates the practical application of locally run generative AI models, minimizing reliance on external servers. The speaker's approach to integrating memory with Lang Chain indicates a significant advancement in creating chatbots with improved contextual understanding and user interaction, reflecting on the necessity for data privacy in AI implementations.
By demonstrating the efficacy of Deep Seek against ChatGPT, the video highlights an emerging trend in AI development where developers seek control over their models and data. The emphasis on performance versus model size also resonates with ongoing discussions in AI optimization, crucial for creating efficient applications.
Discussed as the core technology for the chat application being developed.
It is highlighted as a competitive alternative to ChatGPT for generating relevant answers.
Mentioned as integral for the application's ability to remember past interactions.
The tutorial mentions Deep Seek as a preferable option over traditional chat services like ChatGPT.
Mentions: 5
Compared in effectiveness to Deep Seek during the tutorial.
Mentions: 2
Gao Dalie (é«éē) 8month
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