switch model

README.md

@@ -14,4 +14,55 @@ tags:
   - agent-demo-track
 ---
 
+# PatentScout – Instantly Know If Your Idea Stands Out
+
+*PatentScout* is your AI-powered partner for innovation.  
+Built on the cutting-edge *Model Context Protocol (MCP)*, it does what no ordinary patent search can: it deeply understands your idea, scours global patent databases with precision, and delivers a smart, contextual evaluation of how original, unique, and defensible your concept really is.  
+It doesn’t just search — it *thinks*.
+
+---
+
+## 🚀 Why PatentScout?
+
+•⁠  ⁠Performs *deep, context-aware searches* across global patent databases  
+•⁠  ⁠Evaluates your idea’s *originality and defensibility*  
+•⁠  ⁠Surfaces *relevant prior art* and gives you clarity on your position  
+•⁠  ⁠Provides *clear strengths and weaknesses, plus a **patentability score*  
+•⁠  ⁠Helps you move fast, avoid legal landmines, and make confident decisions  
+
+Whether you’re a *startup founder, researcher, or corporate innovator*, PatentScout instantly tells you if your idea is worth pursuing.
+
+---
+
+## 🧠 How It Works
+
+When a user submits an idea:
+
+1.⁠ ⁠The system uses an *agent* to refine the input and formulate an effective query.
+2.⁠ ⁠It then leverages the *MCP (Model Context Protocol)* to query a *live patent database*.
+3.⁠ ⁠Results are displayed in a clean, user-friendly *dashboard* featuring:
+   - An analysis of *strengths and weaknesses*
+   - A *patentability score*
+   - A curated list of *similar existing patents*
+
+---
+
+## 🌐 Live Demo
+
+Our implementation of MCP is publicly available on *Hugging Face Spaces*:  
+👉 [Patent MCP on Hugging Face](https://huggingface.co/spaces/bbfizp/patent-mcp)
+
+---
+
+## 🔧 Built With
+
+•⁠  ⁠*Model Context Protocol (MCP)*
+•⁠  ⁠*Agentic AI* architecture
+•⁠  ⁠Live patent datasets
+•⁠  ⁠Interactive frontend for a seamless user experience
+
+---
+
+*PatentScout* is built to empower innovation — so you can stop guessing, and start building with confidence.
+
 Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

app.py

@@ -476,7 +476,7 @@ def analyze_patent_idea(query: str):
         logging.info("Rewriting query...")
         query_prompt = query_prompt_template.format(user_description=query)
         rewrite_response = client.responses.parse(
-            model="o3",
+            model="o4-mini",
             input=[{"role": "user", "content": query_prompt}],
             text_format=RewrittenQuery
         )