Update README.md

README.md

@@ -1,9 +1,28 @@
-title: Agentic AI Research Platform
-emoji: 🔬
-colorFrom: blue
-colorTo: indigo
+---
+title: Academic Curator V3
+emoji: 🎓
+colorFrom: indigo
+colorTo: yellow
 sdk: gradio
-sdk_version: 6.11.0
-python_version: '3.10'
+sdk_version: 4.44.1
+python_version: 3.10
 app_file: app.py
-pinned: false
+pinned: false
+license: mit
+---
+
+# 🎓 The Academic Curator (V3 Architecture)
+
+An Agentic AI research platform designed for **Qualitative Thematic Analysis** and autonomous paper ingestion.
+
+## 🚀 Deployment Instructions
+1. Upload `app.py`, `agent.py`, `tools.py`, `prompt.py`, and `requirements.txt` to your Space.
+2. Go to **Settings > Variables and secrets**.
+3. Add your `HF_TOKEN`, `SERPAPI_API_KEY`, and `SCOPUS_API_KEY`.
+4. (Optional) Connect a persistent storage dataset to `/data` to keep your saved papers forever!
+
+## 🛡️ Core Features
+- **10 Academic Sources**: arXiv, PubMed, Scholar (SerpAPI), OpenAlex, Semantic Scholar, HF Papers, Tavily, and more.
+- **Strict Research Filter**: Automatically discards books, news, and non-journal content.
+- **V3 Minimalist Code**: Powered by LangChain wrappers with almost zero hardcoded logic.
+- **High-Contrast Design**: Premium UI optimized for academic focus.