Build an Intelligent MongoDB Assistant with DeepSeek & Claude Agents SDK
15 days ago 高效码农Building Your Intelligent MongoDB Assistant with DeepSeek v3.2 & Claude Agents SDK Have you ever imagined interacting with your database using simple, everyday language? Asking questions like “How many movies are in our database?” or “Can you find the ten most popular models from last month?” This might sound like science fiction, but by combining several powerful open-source technologies, you can build such an intelligent system on your own computer today. In this guide, we’ll explore how to integrate three cutting-edge tools: DeepSeek v3.2: The newly released next-generation open-weight large language model on Hugging Face, with capabilities rivaling closed-source giants …
DeepSeekMath-V2: How Self-Verification Is Revolutionizing Mathematical AI Reasoning
24 days ago 高效码农DeepSeekMath-V2: How Self-Verification Is Revolutionizing AI Mathematical Reasoning Discover how DeepSeekMath-V2 achieves gold medal IMO 2025 performance and scores 118/120 on Putnam 2024 through revolutionary self-verification technology. The Self-Critical AI That’s Beating Human Mathematicians What if the key to mathematical excellence isn’t getting everything right on the first try, but rather developing an exceptional ability to recognize and fix your own mistakes? This is exactly what DeepSeekMath-V2 has demonstrated by achieving gold-medal performance at the International Mathematical Olympiad (IMO 2025) and scoring a stunning 118/120 on the prestigious Putnam 2024 competition—surpassing the human top score of 90. From “Answer-Focused” to …
Building a DeepSeek Large Model Local Knowledge Base Using AnythingLLM on a Local Computer
8 months ago 高效码农In recent years, large language models (LLMs) like DeepSeek have gained significant attention for their powerful natural language processing capabilities. However, relying solely on cloud-based services can lead to issues such as server overloads or privacy concerns. This guide provides a step-by-step tutorial for deploying the DeepSeek model locally using Ollama and integrating it with AnythingLLM to create a personalized knowledge base—all without requiring advanced technical expertise. System Requirements Before starting, ensure your computer meets these specifications: Operating System: Windows 10 or later Storage: At least 10GB of free space Hardware: CPU: Intel Core i5 / AMD Ryzen 5 or …