To index documents located in path/to/data/dir, execute the following command:

python path/to/cli.py index --app-dir path/to/index/dir --data-dir path/to/data/dir [--models-dir path/to/models] [--config-file path/to/config/file]

Where:

• --app-dir specifies the directory to store the index.
• --data-dir indicates the directory containing the documents to be indexed.
• --models-dir (optional) defines the cache directory for downloaded models.
• --config-file (optional) provides a configuration file; if omitted, indexing defaults to using a multimodal LLM.

To interact with indexed documents, use the following command:

python path/to/cli.py index --app-dir path/to/index/dir --model-dirs /path/to/models --msg "some question"

where:

• --app-dir specifies the directory containing the index.
• --models-dir (optional) defines the cache directory for downloaded models.
• --msg is your query directed at the indexed documents.
• --crop-label (optional) specifies the crop label to filter the sources by.

Note: Ensure that the paths provided are absolute or relative to the current working directory to avoid potential path resolution issues.