Added content to project page

Author: Eonloop

.DS_Store

@@ -1,7 +1,18 @@
 ---
 title: "Semantic Search"
 date: 2026-01-27
+featured: "semantic.png"
 draft: false
 description: "Project documentation for my MLOps Project"
 tags: ["semantic", "search", "docker", "nlp", "linear algebra"]
----
+showAuthor: true
+---
+
+### Purpose Of This Project
+This project spawned from my professional experience in documentation, many times finding the most relevant information out of our documentation stores, and a lot of the time they don't even know what's in their own documentation either.
+
+With my interest in Linear Algebra and Natural Language Processing as well as DevOps I figured that a solid project to work on would be to implement a full DevOps pipeline for a dockerized Semantic Search application.
+
+### Tooling Utilized
+- FastAPI
+- Python