Siddhant Agarwal
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who talks about the same things
- Stephen Chin54 talks
- Jennifer Reif9 talks
- Anish Agarwal9 talks
- Andreas Kollegger16 talks
- Anindita Sinha Banerjee5 talks
- Swanand Rao3 talks
| title | conference | date |
|---|---|---|
| Agentic RAG with Knowledge Graphs Explained | AI Agents Conference 2025 | 2025-10-29 |
Argues that vector-only RAG fails at multi-hop reasoning and shows a production path where Neo4j stores vectors natively, exposes 70+ graph algorithms, and… | ||
| APIs: The Invisible Engines Behind India’s Digital Economy Transformation | Apidays India 2025 | 2025-10-08 |
India claims APIs as the backbone of cross-sector integration, citing UPI instant payments that flipped cashless transfers from rare to near-instant within… | ||
| Power up LLMs to be Factual Ninjas using GraphRAG | Apidays India 2025 | 2025-10-08 |
GraphRAG claims to cut LLM hallucinations by combining vector embeddings stored as node properties with an extracted entity/knowledge graph so retrieval does… | ||
| Demystifying the Mahabharata with GraphRAG | Great International Developer Summit 2025 | 2025-04-22 |
A chatbot maps natural language questions to Cypher and a Neo Forj knowledge graph built from 18 Mahabharata PDFs (≈5,400 pages, ~2.7M tokens), converting text… | ||
| From Ancient Epic to Modern Marvel: Demystifying the Mahabharata Chatbot with GraphRAG | NODES 2024 | 2024-11-07 |
A working web chatbot maps the Mahabharata into Neo4j and uses GraphRAG plus the Gemini API to translate natural language into Cypher and return graph-aware… | ||
| GraphRAG: Powering Up LLMs with Knowledge Graphs | DataEngBytes Melbourne 2024 | 2024-10-01 |
GraphRAG shows how Neo4j combines knowledge graphs with RAG: it ingests SEC EDGAR Form 10‑K (300–400 page PDFs) and Form 13 filings, extracts entities and… | ||
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