Released
US SMB Pulse
Autonomous AI-powered Telegram bot and content pipeline for aggregating, analyzing, and publishing US small business and economic insights with dynamic visual generation.
About the project
US SMB Pulse is an autonomous content pipeline and media analytics service built to automate business and macroeconomic insights focused on the US market.
The platform combines multi-source news aggregation, deduplication, AI-driven editorial content generation, and custom visual creation into a unified workflow.
Key Technological Solutions: • Multi-Source Data Aggregation: Real-time ingestion pipeline processing inputs from news APIs, RSS feeds, social channels, and official government data streams (SEC, BLS, FRED, IRS). • Smart Deduplication & Prioritization: Context-aware filtering engines prevent duplicate coverage while prioritizing official primary sources over secondary news outlets. • AI Editorial Generation ("Our Take"): Generates structured posts combining news summaries with proprietary editorial commentary for increased reader value. • Automated Visual Content Pipeline: Dynamically generates contextual cover images tailored to the topic, backed by resilient fallback mechanisms. • Cross-Platform Syndication: Simultaneous, format-adapted publishing across Telegram and X (Twitter). • Hybrid Execution Modes: Supports fully autonomous scheduled publishing alongside an interactive manual control mode for previewing and regenerating posts.
Features
- utomated ingestion from news APIs, RSS feeds & official US sources Smart deduplication and priority-based article selection AI post generation with proprietary "Our Take" analytical commentary Dynamic contextual cover image generation with fallback support Cross-platform publishing to Telegram and X (Twitter) Scheduled autonomous operation with configurable night pauses Interactive Telegram UI for manual post generation and review
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