fragmata
Semantic Academic Search
Dedicated semantic search on the S2ORC dataset — limited free quota for public use. Primarily serves as an API-as-a-service for agentic AI facilities.
Search Portal
Enter a research query to begin semantic search.
Developer Access
Free API Keys
Expires in 24 hours • 12 RPM per key
Semantic search only. No synthesis or agentic capabilities.
Server-side limit: 1k RPM for public free access.
Integration Guide
import requests API_URL = "https://s2or.fragmata.ai/v1/search"API_KEY = "YOUR_FREE_KEY_HERE" def search_academic(query): headers = { "Authorization": f"Bearer {API_KEY}", "Content-Type": "application/json" } payload = { "query": query, "limit": 10, "semantic": True } response = requests.post(API_URL, json=payload, headers=headers) return response.json() # Example usageresults = search_academic("large language model efficiency")for paper in results.get("data", []): print(f"{paper['title']} ({paper['year']})")