Chatbot platforms

NLP + ML

Chatbot platform for LINE
https://dialogflow.com/

Chatbot platform for FB fanpage's messenger
manychat.com

For Google assistant
https://developers.google.com/actions/

ISO VS. IEEE standards

ISO, a network of the national standards bodies of 157 countries, is the world's leading developer of international standards for business, government and society.

The IEEE (Institute of Electrical and Electronics Engineers, Inc.) is the world’s largest technical professional society. Through its more than 370,000 members in 160 countries.

ISO and IEEE have signed an agreement to increase their cooperation in developing international standards.  
https://www.iso.org/news/2008/04/Ref1125.html

Web site evaluation tool

https://developers.google.com/web/tools/lighthouse/#devtools

AWS web PaaS (beanstalk vs amplify vs lightsail)

https://medium.com/@FizzyInTheHall/what-aws-service-should-you-use-to-publish-a-web-site-b86fe6efb8ef

Identify astro objects in photo.

http://nova.astrometry.net/

GraphQL

• Query language and runtime for web APIs. 
• Developed by FB.
• While typical REST APIs require loading from multiple URLs, GraphQL APIs get all the data your app needs in a single request. Apps using GraphQL can be quick even on slow mobile network connections.
• A GraphQL server can process a client query using data from separate sources and present the results in a unified graph.
• GraphQL is a data query and manipulation language that allows specifying what data is to be retrieved ("declarative data fetching") or modified. 
• https://graphql.org/
• Graphql is a middleware as it can hide heterogeneous data sources like using RDB, Nosql, S3 together from frontend. This is also called database-diagnostic.
• Why People Use GraphQL for Relational Data Relational databases are built on relationships (Foreign Keys), and GraphQL is built on graphs.
• In a REST API, getting a user, their posts, and the comments on those posts might require three different API calls. In GraphQL, you write one query, and the backend handles the relational complexity in one go.

• When you use it with a relational database, the process typically looks like this:  

  1. The Schema: You define a GraphQL schema that mirrors your database tables (e.g., User, Post, Comment).

  2. The Resolvers: You write "resolver" functions. When a user asks for a User, the resolver runs a SQL query like SELECT * FROM users WHERE id = 1.  

  3. The Mapping: If a user asks for a User and their Posts, the resolver handles the "Join" logic, fetching the related data from the posts table.

  
  

แบรนด์ (brand)

คือสิ่งที่ลูกค้านึกถึงเพื่อแสดงตัวเรา
เช่น รถหรูต้องเบนซ์
ดังนั้นต้องทำแบรนด์ให้ชัดเงลานึกถึงเรื่องนี้ต้องนึกถึงเรา และควรมี brand story

Teaching toolkit

https://transformativetoolkit.org/