Case Study

firasesbai.com

The publishing system behind this site, including Jekyll content workflows, API-backed semantic search, TL;DR summaries, related posts, and theme discovery.

• Static Jekyll site with structured article, note, and archive workflows.
• FastAPI service powering semantic search, similar posts, summaries, and generated themes.
• Embedding-based retrieval with FAISS and build-time API index refreshes after publishing.

Jekyll FastAPI Cloud Run FAISS Semantic Search Gemini

Website GitHub