
Agentic AI
Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features
Empowering AgentWorkflow with the strong boost from DeepSeek-R1
Agentic AI
Empowering AgentWorkflow with the strong boost from DeepSeek-R1
Agentic AI
And fix the issue where the agent can't continue with past requests
Generative AI
Example: a customer service chatbot project
Generative AI
What I think about the progress and shortcomings after practice
Career Growth
Embrace Change, Love Learning, and Persist
Generative AI
When your enterprise doesn't use public models like OpenAI
Machine Learning
Official code example hasn't kept up with framework updates
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This is a bit different from what the books say.
Implement an encoder-decoder recurrent network from scratch
Use the Display API to replace complex Matplotlib code
Optimizing your neural network training with Batch Normalization
Effective data processing in machine learning projects
A real-world case study of performance optimization in Numpy
Enhancing your data analysis performance with Python's Numexpr and Pandas' eval/query functions
Streamlining your data visualization journey with Python's popular library
Leveraging NumPy’s broadcasting, fancy Indexing, and sorting for performance computing
Exploring allocation differences and efficiency gains
Harness the power of asyncio and multiprocessing to turbocharge your applications
Enhancing your Python projects with robust retry mechanisms and error-handling techniques