Alessandro Berti
Postdoctoral Researcher in Quantum Algorithms
University of Pisa, Department of Physics
About
- PhD in Computer Science from the University of Pisa (2024).
- Research focus on Quantum AI and Quantum State Preparation.
- Inventor of a patented quantum state preparation technique.
- Author of 16 scientific contributions in peer-reviewed journals and international conferences.
- Co-Founder of Superhero Valley, a community helping students prepare for technical interviews at Big Tech companies (2300+ members).
- Co-Host of PointerPodcast, an Italian podcast about innovation and technology (230+ episodes).
GraphRAG Entry Point
recommended for agentsSingle endpoint that queries the Neo4j knowledge graph and returns matching entities together with their N-hop graph neighbourhood. Supports both GET and POST.
GET/api/graphrag?q=quantum+AI&hops=1
POST/api/graphrag{"q": "quantum AI", "hops": 1}
→Try it: /api/graphrag?q=quantum+AI&hops=1Parameters
qrequired — natural language query (e.g. What are Alessandro's research topics?)hopsoptional, default 1, max 4 — graph traversal depth. Higher values return richer but larger subgraphs.Response shape
{
"query": "...", "hops": 1, "type": null,
"search_terms": "...", "total": 5,
"graph_context": [{
"type": "Topic", "score": 2.1,
"summary": "Quantum AI",
"entity": { "name": "Quantum AI", "field": "quantum computing", ... },
"context": [
{ "distance": 1, "path_rels": ["BELONGS_TO_TOPIC"],
"neighborType": "Publication",
"neighbor": { "title": "Logarithmic Quantum Forking" } }
]
}, {
"type": "Topic", "score": 1.8,
"summary": "Quantum State Preparation",
"entity": { "name": "Quantum State Preparation", ... },
"context": [
{ "distance": 1, "path_rels": ["BELONGS_TO_TOPIC"],
"neighborType": "Publication",
"neighbor": { "title": "Efficient Quantum State Preparation with BB QRAM" } }
]
}]
}