# neo4j/NaLLM

Repository for the NaLLM project

Repository: https://github.com/neo4j/NaLLM
Canonical: https://ross.abutalabs.com/products/nallm
Language: TypeScript
License: Apache-2.0
License Family: permissive
Archived: true
Last push: 2024-06-28T02:49:59+00:00

## Health v2 (maintenance only)
Score: 10/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 0, release rhythm 35, longevity 87
- inputs: {"age_days": 1219, "days_push": 796, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, archived
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 1404, forks 269 (observed 2026-08-28T04:04:38.055029+00:00)

## What it is
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
- artifact type: application
- maturity: maintenance
- function: rag, nlp, llm-inference, web-framework, chatbot
- domain: large-language-models, databases, artificial-intelligence
- platform: python
- tags: neo4j, knowledge-graph, graph-database, llm-demos, text-to-cypher, react-frontend, fastapi, natural-language-processing, retrieval-augmented-generation, docker, nodejs, web-server

## Member repositories
- neo4j/NaLLM (main) score 10

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:04:38.055029+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-30T04:38:51.593379+00:00, confidence not recorded.
  - readme: https://github.com/neo4j/NaLLM (fetched 2026-08-28T04:04:38.055029+00:00, sha 91de303be419)
- Data as of 2026-08-30T08:39:29.467469+00:00.