SillconFlow Registration：https://cloud.siliconflow.cn/i/JBF0v01T
SillconFlow Invitation Code：JBF0v01T
This video will reveal the “secret weapon” that helps AI understand you more deeply—the DeepSeek knowledge base feature! Whether you plan to build an offline knowledge base with DeepSeek-R1 locally, or leverage online APIs (like Guiji Liudong) to create your own data repository, this tutorial offers straightforward demos and insider tips. If you want your AI model to handle more context and get around window-length limits, this knowledge base deployment guide is a must-see!
Main Content
1. Why We Need a Knowledge Base
• AI large model context window limits
• How to deal with surpassing those limits
• Intro to knowledge bases & use cases
2. Knowledge Base Fundamentals
• What are embedding models?
• How embeddings work & their process
3. Online Model Knowledge Base
• Using DeepSeek’s full-featured online API & Guiji Liudong model API
• Building personal knowledge bases with files, URLs, sitemaps, etc.
• Integrating the online version of DeepSeek with a knowledge base
4. Local Model Knowledge Base
• Overview of DeepSeek R1 local model
• Demo of Ollama local embedding
• Connecting DeepSeek’s offline model with your custom data
5. Other Popular Models for Knowledge Bases
• Sneak peek of next episode for more advanced setups
Who Is This For
• Anyone curious about DeepSeek, DeepSeek-R1, and embedding models
• Developers or hobbyists wanting a local knowledge base or online API integration
• Those focused on AI large models, chatbots, intelligent agents, or advanced deployments
• Anyone exploring cherry studio, Guiji Liudong (silicon flow), Ollama, and related tools
Video Tags (Keywords)
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What You’ll Gain
• Step-by-step instructions to deploy a DeepSeek knowledge base
• Both online (via full API) & local (via Ollama embeddings) approaches
• How to integrate files/URLs to build your personal knowledge base
• Strategies to overcome context length limits with advanced usage
• Insights into the DeepSeek & cherry studio ecosystem for expanding AI capabilities
If you find this video helpful, please like, save, and subscribe—and turn on notifications for more AI model guides. Got thoughts or questions? Leave a comment below! We’ll dive deeper into more knowledge base tips in the next video. Enjoy watching!