Hello there!

This repo contains the source code for my "Agentic AI" series. Feel free to read and modify the code—I have no control over that! 😁

To get started:

uv sync --prerelease=allow

Next, you'll need to create your own .env file:

cp .env.example .env

Then, fill in your API key and other information in the corresponding fields.

Sometimes, you'll need to use Chainlit to run scripts, for example:

cd 01_Integrating_LlamaIndex_and_DeepSeek-R1
chainlit run deepseek_client.py

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Here are the article links corresponding to each code directory:

• 01_Integrating_LlamaIndex_and_DeepSeek-R1
• 02_Fix_LlamaIndex_AgentWorkflow_Couldnot_Continue
• 03_Master_AutoGen-Qwen3_Integration
• 04_Monitoring_Qwen3_Agents_with_MLflow_3
• 05_Image_Generation_Workflow
• 06_Super_Teacher_Workflow
• 07_Complete_Advent_of_Code
• 08_DeepSeek_OCR_Agentic_RAG
• 09_Decrypt_Jupyter_Code_Executor
• 10_Agent_Framework_Qwen3_DeepSeek
• 11_MAF_Middleware_Basic
• 12_RedisVL_Long_Short_Memory
• 13_RedisVL_Long_Term_Memory_Updated
• 14_Agent_Skills_in_Enterprise_LLM_Agent
• 15_OpenSpec_Reflection_Harness
• 16_DeepSeek_Read_Images

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