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12 changes: 12 additions & 0 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -56,6 +56,18 @@ generate-graph --input your_text_file.txt --output knowledge_graph.html
generate-graph --input document.pdf --output knowledge_graph.html
```

## Query Interface

If you've exported triples to Neo4j, you can explore them with the included Streamlit app:

```bash
streamlit run src/knowledge_graph/neo4j_query_app.py
```

The app reads connection credentials from the `[neo4j]` section of `config.toml`.
Alternatively you can set the environment variables `NEO4J_URI`, `NEO4J_USER`,
and `NEO4J_PASSWORD`.

## Configuration

The system can be configured using the `config.toml` file:
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