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2 changes: 1 addition & 1 deletion docs/docs/extraction/chunking.md
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Expand Up @@ -108,4 +108,4 @@ If you are building the container yourself and want to pre-download this model,

- [Use the Python API](nv-ingest-python-api.md)
- [NeMo Retriever Library V2 API Guide](v2-api-guide.md)
- [Environment Variables](environment-variables.md)
- [Environment Variables](environment-config.md)
2 changes: 1 addition & 1 deletion docs/docs/extraction/content-metadata.md
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Expand Up @@ -374,4 +374,4 @@ For the full file, refer to the [data folder](https://github.com/NVIDIA/nv-inges

## Related Topics

- [Environment Variables](environment-variables.md)
- [Environment Variables](environment-config.md)
2 changes: 1 addition & 1 deletion docs/docs/extraction/scaling-modes.md
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Expand Up @@ -102,4 +102,4 @@ Open `docker-compose.yaml` and locate:

- [Prerequisites](prerequisites.md)
- [Support Matrix](support-matrix.md)
- [Troubleshooting](troubleshooting.md)
- [Troubleshooting](troubleshoot.md)
4 changes: 2 additions & 2 deletions docs/docs/extraction/user-defined-functions.md
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Expand Up @@ -264,7 +264,7 @@ def enhance_metadata(control_message: IngestControlMessage) -> IngestControlMess
return control_message
```

> **📖 For detailed metadata schema documentation, see:** [metadata_documentation.md](metadata_documentation.md)
> **📖 For detailed metadata schema documentation, see:** [Content metadata](content-metadata.md)

### UDF Targeting

Expand Down Expand Up @@ -537,7 +537,7 @@ For detailed guidance on creating custom NIM integrations, including:
- Error handling and debugging
- Performance best practices

See the comprehensive [**NimClient Usage Guide**](nimclient_usage.md).
See the comprehensive [**NimClient Usage Guide**](nimclient.md).

### Error Handling

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