Chroma

Batch process all your records to store structured outputs in a Chroma account.

You will need:

The Chroma prerequisites:

• A Chroma server. See Deployment.
• The Chroma server’s hostname or IP address, and the server’s port number.
• If you are not connecting to the server through HTTP, the path to the server instance.
• The name of the tenant that you want to access on the server.
• The name of the database that you want to access in the tenant.
• The name of the collection that you want to access in the database.

The Chroma connector dependencies:

pip install "unstructured-ingest[chroma]"

You might also need to install additional dependencies, depending on your needs. Learn more.

The following environment variables:

• CHROMA_HOST - The , represented by --host (CLI) or host (Python).
• CHROMA_PORT - The , represented by --port (CLI) or port (Python).
• CHROMA_TENANT - The name of the tenant that you want to access on the Chroma server, represented by --tenant (CLI) or tenant (Python).
• CHROMA_DATABASE - The name of the database that you want to access in the tenant, represented by --database (CLI) or database (Python).
• CHROMA_COLLECTION - The name of the collection that you want to access in the database, represented by --collection-name (CLI) or collection_name (Python).

Additional settings include:

• --path (CLI) or path (Python): The location where Chroma is persisted if you are not connecting through HTTP.
• --settings (CLI) or settings (Python): A dictionary of settings to communicate with the Chroma server, for example: '{"persist_directory":"./chroma-persist"}'.
• --headers (CLI) or headers (Python): A dictionary of headers to send to the Chroma server, for example: '{"Authorization":"Basic()"}'.
• --ssl (CLI) or ssl (Python): True to use SSL for the connection.

These environment variables:

• UNSTRUCTURED_API_KEY - Your Unstructured API key value.
• UNSTRUCTURED_API_URL - Your Unstructured API URL.

Now call the Unstructured CLI or Python SDK. The source connector can be any of the ones supported. This example uses the local source connector: