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Converting Unstructured data into Neo4j Graphs for GraphRAG
Latest  Machine Learning

Converting Unstructured data into Neo4j Graphs for GraphRAG

Krishna Kumar S
18 likes
October 6, 2025

Author(s): Krishna Kumar S Originally published on Towards AI. TL;DR The LLM (Gemini) is used with structured output via ChatGoogleGenerativeAI.with_structured_output(...) to directly return validated Pydantic objects from text files containing plans data. The pipeline then writes the cleaned records into Neo4j. Source: …

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Converting Unstructured data into Neo4j Graphs for GraphRAG
Latest  Machine Learning

Unifying Indian Mobile & Internet Plans with AI and Graph Databases — (Production-ready, Gemini structured outputs)

Krishna Kumar S
24 likes
October 5, 2025

Author(s): Krishna Kumar S Originally published on Towards AI. TL;DR The LLM (Gemini) is used with structured output via ChatGoogleGenerativeAI.with_structured_output(...) to directly return validated Pydantic objects from text files containing plans data. The pipeline then writes the cleaned records into Neo4j. Source: …

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