Air pollution prediction
- Colab link
- LSTM
- The weather history data from EPA
Sean seanlo0805
seanlo0805
/ line-chatbot-conversation.mp4
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December 19, 2022 03:41
LINE Chatbot conversation
This file has been truncated, but you can view the full file.
seanlo0805
/ line-oa-architecture.png
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December 19, 2022 03:25
LINE Official Account Architecture
Frontend: reactjs (node >=16.0, react 17) Backend: php(7.4), node(12), golang(1.17.1) Environment: kubernetes(1.21)
- Webhook/EventWorkders service: receiving messags from LINE, and dispatch to other services
- Main Service: authentication, authorization and CMS portotal for admin user
- Customer Service: Binding customer data from CRM
- Coupon Service
- Campaign Service: for campaigns
- Enhance Service: chat service, VIP service…etc
Services: python 3.8 and java 11 deployment: terraform Environment: gcp ➦ A POC project for RFM by BigQuery ML
- Data import from Mysql into Bigquery (Dataflow)
- Triggered by Bigquery Scheduled query each Monday morning
- Cloud function to perform data training
- Cloud function to perform data prediction
- Publish the result into PubSub for external system
seanlo0805
/ line-chatbot-conversation.jpg
Last active
December 19, 2022 03:07
LINE Chatbot conversation
- Backend: rasa 3.2, python 3.8 and node 12
- deployment: docker
- Environment: gcp
- A POC project for LINE Chatbot
- LINE webhook (node 12)
- Rasa action server (python 3.8)
- Rasa server (rasa 3.2)
- ChatGPT OpenAI API (python 3.8)
Scan the QR-code and join the LINE OA for chatbot experience