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title: INSPIRE HEP Search
emoji: ⚛️
colorFrom: blue
colorTo: green
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