{"id":31767675,"url":"https://github.com/bits-bytes-nn/tech-digest","last_synced_at":"2026-05-18T03:08:43.201Z","repository":{"id":318166982,"uuid":"1065600279","full_name":"bits-bytes-nn/tech-digest","owner":"bits-bytes-nn","description":"Tech Digest is a fully automated newsletter service that leverages AI to curate, summarize, and deliver weekly digests of top AI/ML tech blog content to subscribers, eliminating the need for manual content processing and 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🤖 Weekly AI Tech Blog Digest\n\nAutomated newsletter service that curates and delivers AI tech insights from leading blogs using AWS services and AI-powered content filtering.\n\n![Newsletter Preview](./app/assets/newsletter.png)\n\n### ✨ Features\n\n- **AI-Powered Curation**: Uses Amazon Bedrock (Claude models) for content filtering and summarization\n- **Multi-Source Aggregation**: Monitors 15+ tech blogs (AWS, Google, Meta, OpenAI, Anthropic, etc.)\n- **Automated Infrastructure**: AWS Lambda/Batch with EventBridge scheduling\n- **Professional Email**: HTML templates with responsive design and company logos\n\n### 🏗️ Architecture\n\n#### Core Components\n- **Feed Parser** (`feed_parser.py`): RSS/web scraping with BeautifulSoup4\n- **Summarizer** (`summarizer.py`): AI filtering and summarization via Bedrock\n- **Newsletter Renderer** (`newsletter_renderer.py`): HTML generation with Jinja2\n- **AWS Helpers** (`aws_helpers.py`): S3, SES, and Batch operations\n\n#### Infrastructure\n- **Lambda/Batch**: Configurable execution environment\n- **EventBridge**: Scheduled execution (default: Saturdays 1 AM UTC)\n- **S3**: Asset storage and configuration\n- **SES**: Email delivery\n\n### 🛠️ Tech Stack\n\n- Python 3.12+, AWS CDK, Docker\n- Amazon Bedrock, LangChain, Feedparser\n- BeautifulSoup4, Selenium, Jinja2\n- Pydantic validation, YAML configuration\n\n### 📋 Configuration\n\nCreate `app/configs/config-{stage}.yaml`:\n\n```yaml\nresources:\n  project_name: tech-digest\n  stage: dev\n  lambda_or_batch: batch\n  cron_expression: \"cron(0 1 ? * 6 *)\"\n\nsummarization:\n  filtering_model_id: anthropic.claude-sonnet-4-5-20250929-v1:0\n  summarization_model_id: anthropic.claude-sonnet-4-5-20250929-v1:0\n  min_score: 0.8\n  max_posts: 5\n\nnewsletter:\n  sender: \"your-email@example.com\"\n  header_title: \"Weekly AI Tech Blog Digest\"\n```\n\n### 🚀 Usage\n\n#### Infrastructure Deployment\n```bash\n# Deploy infrastructure\npython scripts/deploy_infra.py\n```\n\n#### Development\n```bash\n# Install dependencies\npip install -r requirements.txt\n\n# Set up environment\ncp .env.template .env\n# Edit .env with your configuration\n\n# Run locally\npython app/main.py --end-date 2024-01-01 --recipients aldente0630@gmail.com\n\n# Submit batch job\npython app/run_batch.py --end-date 2024-01-01 --language ko --recipients aldente0630@gmail.com\n```","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbits-bytes-nn%2Ftech-digest","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbits-bytes-nn%2Ftech-digest","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbits-bytes-nn%2Ftech-digest/lists"}