Peng Qian – Medium

Peng Qian

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Build AutoGen Agents with Qwen3: Structured Output & Thinking Mode

Save yourself 40 hours of trial and error

May 28

Build AutoGen Agents with Qwen3: Structured Output & Thinking Mode.

May 28

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TDS Archive

Keras 3.0 Tutorial: End-to-End Deep Learning Project Guide

Implement an encoder-decoder recurrent network from scratch

May 18, 2024

The entire architecture is shown in the following diagram.

May 18, 2024

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Scikit-learn Visualization Guide: Making Models Speak

Use the Display API to replace complex Matplotlib code

Mar 21, 2024

Scikit-learn Visualization Guide: Making Models Speak.

Mar 21, 2024

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Data Science Collective

Fixing the Agent Handoff Problem in LlamaIndex’s AgentWorkflow System

The position bias in LLMs is the root cause of the problem

Apr 10

Fixing the Agent Handoff Problem in LlamaIndex’s AgentWorkflow System.

Apr 10

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Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features

Empowering AgentWorkflow with the strong boost from DeepSeek-R1

Mar 22

Integrating LlamaIndex and DeepSeek-R1 for reasoning_content and Function Call Features.

Mar 22

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Diving into LlamaIndex AgentWorkflow: A Nearly Perfect Multi-Agent Orchestration Solution

And fix the issue where the agent can’t continue with past requests.

Mar 8

Diving into LlamaIndex AgentWorkflow: A Nearly Perfect Multi-Agent Orchestration Solution. Image by DALL-E-3

Mar 8

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Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm

Example: a customer service chatbot project

Feb 1

Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm.

Feb 1

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Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture

What I think about the progress and shortcomings after practice

Dec 17, 2024

Deep Dive into LlamaIndex Workflows: Event-driven LLM architecture.

Dec 17, 2024

How to Become a Data Scientist If You Lacking the Necessary Skills

Embrace Change, Love Learning, and Persist

Dec 4, 2024

How to Become a Data Scientist If You Lacking the Necessary Skills.

Dec 4, 2024

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How to Connect LlamaIndex with Private LLM API Deployments

When your enterprise doesn’t use public models like OpenAI

Nov 21, 2024

How to Connect LlamaIndex with Private LLM API Deployments.

Nov 21, 2024

Peng Qian

Peng Qian

Formerly a senior data scientist at Alibaba, now the chief data architect at a major investment bank. Visit: https://www.dataleadsfuture.com/#/portal

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