Agentic AI
Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features
Empowering AgentWorkflow with the strong boost from DeepSeek-R1
Peng Qian
Senior Data Scientist, Chief Architect, and Author for Towards Data Science. With a decade of programming experience, I share knowledge of how to use data science to solve real-world problems.
Agentic AI
Diving into LlamaIndex AgentWorkflow: A Nearly Perfect Multi-Agent Orchestration Solution
And fix the issue where the agent can't continue with past requests
Generative AI
Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm
Example: a customer service chatbot project
Generative AI
Deep Dive into LlamaIndex Workflow: Event-driven LLM architecture
What I think about the progress and shortcomings after practice
Career Growth
How to Become a Data Scientist If You Lacking the Necessary Skills
Embrace Change, Love Learning, and Persist
Generative AI
How to Connect LlamaIndex with Private LLM API Deployments
When your enterprise doesn't use public models like OpenAI
Machine Learning
Implementing the train_step Method in Keras 3: From Errors to Solutions
Official code example hasn't kept up with framework updates
Machine Learning
The Math Behind Keras 3 Optimizers: Deep Understanding and Application
This is a bit different from what the books say.
Machine Learning
Keras 3.0 Tutorial: End-to-End Deep Learning Project Guide
Implement an encoder-decoder recurrent network from scratch
Machine Learning
Scikit-learn Visualization Guide: Making Models Speak
Use the Display API to replace complex Matplotlib code
Machine Learning
Visualizing What Batch Normalization Is and Its Advantages
Optimizing your neural network training with Batch Normalization
Machine Learning
Ensuring Correct Use of Transformers in Scikit-learn Pipeline
Effective data processing in machine learning projects