neo4j/NaLLM

Health v2 · maintenance only

Flags: no_releases archived

Adoption not part of the score

1404 stars · 269 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

NaLLM is a demo application from Neo4j exploring synergies between Neo4j graph databases and Large Language Models. It provides a backend API and React frontends demonstrating a natural language interface to a knowledge graph, knowledge graph construction from unstructured text, and LLM-assisted report generation.

Use cases

• query a knowledge graph using natural language
• build a knowledge graph from unstructured text
• generate reports combining static data and LLM output
• explore RAG with a graph database
• demo text-to-Cypher question answering
• learn how to integrate Neo4j with LLMs

When to choose

• you want reference implementations of Neo4j + LLM integration patterns
• you need a starting point for natural language interfaces to graph databases
• you want to prototype knowledge graph construction from unstructured data

When to avoid

• you need a production-ready RAG framework rather than a demo
• you don't use Neo4j or graph databases
• you need actively developed, supported software for critical workloads

Facets

application · maturity maintenance

rag nlp llm-inference web-framework chatbot large-language-models databases artificial-intelligence python neo4j knowledge-graph graph-database llm-demos text-to-cypher react-frontend fastapi natural-language-processing retrieval-augmented-generation docker nodejs web-server

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markdown · JSON · MCP: product_card(name="neo4j/NaLLM")