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GraphifyAI – Turn Any CSV/Excel into a Neo4j or LangChain Graph

GraphifyAI – Turn Any CSV/Excel into a Neo4j or LangChain Graph

by sensarts·Apr 15, 2026·1 point·0 comments
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AI Analysis

●●SolidSolve My ProblemSlick

Auto-infers graph schemas from CSVs so you don't have to write Cypher manually.

Strengths
  • •Infers nodes and relationships from column names, skipping manual Cypher writing.
  • •Supports 8 output targets including LangChain and Microsoft GraphRAG formats.
  • •Free tier allows testing with 500 rows without credit card.
Weaknesses
  • •Neo4j's own ETL tool already handles CSV imports natively.
  • •AI inference might struggle with complex, non-obvious relationships in messy data.
Category
Data
Target Audience

Developers building Graph RAG pipelines or working with Neo4j

Similar To

Neo4j ETL · Kuzu · LlamaIndex

Post Description

Converting spreadsheets to graph databases (Neo4j, Neptune, etc.) usually means manually defining nodes, relationships, and writing Cypher from scratch. It's tedious.

So I built GraphifyAI – it infers nodes, relationships, and properties from your column structure and generates ready-to-run import scripts for 8 graph databases + LangChain/LlamaIndex integrations.

Looking for feedback on the schema inference – especially from people building knowledge graphs for RAG.

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