updated

README.md

@@ -7,4 +7,27 @@ sdk: gradio
 sdk_version: "5.8.0"
 app_file: app.py
 pinned: false
----
+---
+
+This code creates a web interface using Gradio that combines INSPIRE HEP (High Energy Physics) database searches with AI-powered responses. Here's what it does:
+
+Search Enhancement:
+
+Takes a user query and uses GPT-4 to expand it into multiple relevant search variations
+Searches the INSPIRE HEP database using these expanded queries
+Example: "how far are black holes?" gets expanded into multiple variations like "distance from black holes", "remoteness of black holes", etc.
+
+
+Result Processing:
+
+Retrieves academic papers from INSPIRE HEP
+Formats the paper metadata including authors, year, title, and DOI
+Creates a context from the papers' titles and abstracts
+
+
+AI Answer Generation:
+
+Uses GPT-4 to generate a comprehensive answer based on the search results
+Citations are included in the format [1], [2], etc.
+Cleans up and renumbers the references to match only the cited papers
+Provides a summary at the end of each answer

app.py

@@ -213,6 +213,9 @@ client = OpenAI()
 
 with gr.Blocks() as demo:
     gr.Markdown("# Feynbot on INSPIRE HEP Search")
+    gr.Markdown("""Specialized academic search tool that combines traditional 
+                database searching with AI-powered query expansion and result 
+                synthesis, focused on physics research papers.""")
     with gr.Row():
         with gr.Column():
             query = gr.Textbox(label="Search Query")