MarketPulse's Smart Push Optimization Solution
MarketPulse enables accurate push through a multi-dimensional control mechanism:
- De-emphasizing institutional safeguards: The system automatically maintains the app_state.json file to record the processed news IDs to ensure that the same content will not be repeatedly pushed, and at the same time, the content level de-duplication is realized through MD5 checksums.
- Channel Flexible Allocation: Support Bark (mobile instant notification) and PushPlus (WeChat message) dual-channel push, users can configure according to the scenario in the .env file: BARK_KEY_1 for mobile notification, PUSHPLUS_TOKEN combined with PUSHPLUS_TOPIC to achieve WeChat theme subscription
- Controlled frequency adjustment: Control the frequency of information acquisition by modifying the NEWS_FETCH_INTERVAL parameter (unit: minutes) in config.py, and it is recommended to set it in the range of 15-60 minutes to balance the timeliness and experience.
Advanced Tips: 1) Use daemon management commands to achieve stable background operation; 2) Real-time monitoring of push logs via tail -f logs/market_pulse.log; 3) For key stocks, you can set up independent push topics to achieve hierarchical alerts.
This answer comes from the articleMarketPulse: a service that pushes AI analytics on financial news in real timeThe
May not be reproduced without permission:AI productivity tools " How to optimize the push experience of a financial news analytics service to avoid information disruption?
