fix typos
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@ -34,7 +34,7 @@ Options available to docker installations:
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Paperless uses 4 volumes:
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- `paperless_media`: This is where your documents are stored.
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- `paperless_data`: This is where auxillary data is stored. This
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- `paperless_data`: This is where auxiliary data is stored. This
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folder also contains the SQLite database, if you use it.
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- `paperless_pgdata`: Exists only if you use PostgreSQL and
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contains the database.
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@ -408,7 +408,7 @@ that don't match a document anymore get removed as well.
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### Managing the Automatic matching algorithm
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The _Auto_ matching algorithm requires a trained neural network to work.
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This network needs to be updated whenever somethings in your data
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This network needs to be updated whenever something in your data
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changes. The docker image takes care of that automatically with the task
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scheduler. You can manually renew the classifier by invoking the
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following management command:
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@ -597,7 +597,7 @@ This tool does a fuzzy match over document content, looking for
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those which look close according to a given ratio.
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At this time, other metadata (such as correspondent or type) is not
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take into account by the detection.
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taken into account by the detection.
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```
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document_fuzzy_match [--ratio] [--processes N]
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