Agentic AI POC Overview
FastAPI platform that combines RFP/semantic matching, web scraping, n8n email automation helpers, link summarization, TED-related services, and LinkedIn engagement into one agentic AI services hub.
What is Agentic AI POC?
Entry: app.py (FastAPI). Organized into routes/, services/, models/, utils/, config/, plus frontend/ and linkedin_high_engagement.py.
| Field | Value |
|---|---|
| Category | FS Labs / AI Projects |
| GitHub | Agentic-AI-POC |
| Language | Python |
| Default branch | main |
Key Features
- Semantic compare / RFP-oriented matching (
rfp_routes, sentence-transformers) - URL/text extraction and keyword tooling (RAKE/YAKE/KeyBERT helpers)
- Scraper routes + TED scrapers/summarizers/email services
- Link summarization routes/services
- LinkedIn routes + high engagement script
- n8n receive/fetch helpers (
n8n_routes,extract_n8n_last_node.py)
Tech Snapshot
| Layer | Choice |
|---|---|
| API | FastAPI + Uvicorn |
| ML | sentence-transformers (all-MiniLM-L6-v2), torch, sklearn |
| Scraping | Playwright, Selenium, BeautifulSoup |
| Cloud | boto3 |
| Frontend | frontend/ static/UI assets |
Quick Start
git clone https://github.com/TeamFleetStudio/Agentic-AI-POC.git
cd Agentic-AI-POC