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| title: NewsIntel Agent | |
| emoji: 💻 | |
| colorFrom: indigo | |
| colorTo: purple | |
| sdk: gradio | |
| app_file: app.py | |
| python_version: 3.11 | |
| pinned: false | |
| sdk_version: 5.42.0 | |
| 🗞️ NewsIntel Agent — Job Briefings & Hiring Signals | |
| A Gradio app that pulls recent news, generates grounded summaries, detects entities & sentiment, and produces interview-ready briefings (HTML/PDF). | |
| Includes one-click modes (Healthcare / Finance / R&D), caching, charts, and optional S3/SES export + weekly email. | |
| ✨ Features | |
| Google/press-release RSS + your custom get_news source | |
| LLM-generated grounded summaries (via your services.llm.summarize) | |
| Entity extraction, keywording, sentiment | |
| Trend & simple 7-day forecast (linear fit on daily sentiment) | |
| Briefing export: HTML (built-in) and PDF (optional, via reportlab) | |
| Optional S3 upload + SES weekly email | |
| 📁 Repository layout (minimum) | |
| ├─ app.py # (rename your gradio_app -> app.py) ├─ requirements.txt ├─ README.md ├─ services/ │ ├─ init.py │ ├─ search.py # must define get_news(query, days, k) -> list[dict] │ ├─ llm.py # must define summarize(prompt) -> str │ ├─ huggingface_nlp.py # must define analyze_sentiment, analyze_entities, extract_keywords │ ├─ aws.py # optional: s3_upload(path), ses_send_email(to, subj, html) │ └─ cache.py # get_cache(*keys), set_cache(obj, *keys) | |
| Do NOT upload your local .env. Use Spaces → Settings → Variables & secrets instead. | |
| 🔧 Environment variables (set in Spaces → Settings → Variables & secrets) | |
| Only set what you actually use in your services/ modules. | |
| If your services/llm.py calls OpenAI (example): | |
| OPENAI_API_KEY | |
| If your services/llm.py calls Hugging Face Inference API (example): | |
| HF_TOKEN | |
| If enabling S3 uploads in services/aws.py: | |
| AWS_ACCESS_KEY_ID | |
| AWS_SECRET_ACCESS_KEY | |
| AWS_DEFAULT_REGION (e.g., us-east-1) | |
| S3_BUCKET (bucket name) | |
| If enabling SES emails in services/aws.py: | |
| SES_SENDER_EMAIL (verified in SES) | |
| (same AWS creds/region as above) | |
| If these aren’t set, the app will still run; S3/SES buttons will simply show fallback messages. | |
| ▶️ Run locally | |
| python -m venv .venv && source .venv/bin/activate # on Windows: .venv\Scripts\activate | |
| pip install -r requirements.txt | |
| python app.py |