Aron – Page 34 – ARON HACK

Use Telegram Bot API And Python To Send Text Messages And Photos

Software Engineering | 2025-02-01

Telegram, a cloud-based messaging service, offers a bot API for developers. Asynchronous methods excel for I/O-bound tasks and concurrent operations, while synchronous methods suit CPU-bound or sequential tasks. To use Telegram bots, create one via BotFather, obtain a token, and implement message-sending functionality using Python libraries like python-telegram-bot.

Use Telegram Bot API And Python To Send Text Messages And Photos Read More »

Get LINE User ID From Webhook

Software Engineering | 2025-02-01

LINE user ID, a 33-character random string, is crucial for bot development. Webhook enables data reception between servers. Set up a webhook URL in the LINE Developer Console to receive user interactions. Use webhook.site for testing without building a server. Send messages to your LINE Official Account to verify the setup.

Get LINE User ID From Webhook Read More »

Introduction To ReAct Agent With LangChain And LangGraph

AI, LLM | 2025-06-06

LangGraph builds on LangChain and ReAct frameworks, enabling complex, stateful AI applications. It excels at maintaining context, making dynamic decisions, and handling intricate logic. LangGraph implements workflows as directed graphs, allowing for sophisticated reasoning, adaptability, and multi-agent collaboration in LLM-powered systems.

Introduction To ReAct Agent With LangChain And LangGraph Read More »

WordPress AI Tutorial 2 – Generate Excerpt With LLM And Langchain

AI, LLM, WordPress AI Tutorial | 2024-11-10

Crafting concise post excerpts enhances SEO and user experience. Leveraging LLMs through Langchain simplifies this process, offering advantages like simplified integration and cost optimization. A Python implementation demonstrates how to generate excerpts efficiently, improving content discoverability and reader engagement.

WordPress AI Tutorial 2 – Generate Excerpt With LLM And Langchain Read More »

Run Python With An Interactive Window In Visual Studio Code / Cursor / Kiro

Data Science, Python | 2026-01-26

Enable Jupyter interactive window in VSCode for Python code execution. Install Jupyter, write code, press Shift + Enter. In settings, enable “Jupyter > Interactive Window > Text Editor: Execute Selection”. Restart VSCode if needed. This allows partial code execution and variable inspection, improving workflow efficiency.

Run Python With An Interactive Window In Visual Studio Code / Cursor / Kiro Read More »

Tips To Clean The Outputs of CKIP-Transformer

AI, Data Science, LLM | 2024-11-05

CKIP-Transformer is a Traditional Chinese NLP model and works well for most of the cases. However, the output of CKIP-Transformer is not perfect and sometimes it will generate some weird outputs. In this post, I will share some technics to clean the outputs of CKIP-Transformer.

Tips To Clean The Outputs of CKIP-Transformer Read More »

Front Sight – Taiwan Stock Market Prediction

Dashboard | 2024-09-09

Front Sight – Taiwan Stock Market Prediction Read More »

WordPress AI Tutorial 1 – Train A Large Language Model With Custom Posts

AI, Data Science, LLM, Python, Web Design, WordPress, Writing | 2024-11-02

Extract WordPress content, clean it, and feed it to Claude to create or translate posts in your style. Collect posts via SQL or export, remove HTML and comments, then use Python to process the data. Upload to Claude, and prompt it to write new content or translate existing posts while maintaining your unique voice and structure.

WordPress AI Tutorial 1 – Train A Large Language Model With Custom Posts Read More »

Enable WordPress Native Image Lightbox And Apply To All Existing Images

Web Design, WordPress | 2025-07-11

Lightbox, now a built-in WordPress feature, enlarges images on click. Enable it easily by inserting an image and clicking the link button. For existing images, use SQL to add the lightbox attribute. Back up wp_posts table first, then run a query to find images without lightbox and update them accordingly.

Enable WordPress Native Image Lightbox And Apply To All Existing Images Read More »

Send Push Notifications With LINE Notify API And Python

Software Engineering | 2024-09-19

Developed a personal AI assistant app with Flutter and LLM, featuring a monitor system. Faced challenges implementing push notifications for iOS due to costs. Discovered LINE Notify as a free alternative. Detailed 10-step process to set up and use LINE Notify for sending alerts, including obtaining access tokens and integrating with chats.

Send Push Notifications With LINE Notify API And Python Read More »