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llama-stack-mirror/docs/source/references/llama_stack_client_cli_reference.md
Kelly Brown 99c1d4c456
docs: Remove $ from client CLI ref to add valid copy and paste ability (#1260) 
**Description:** This PR removes the "$" symbol from the client CLI
reference so that users have the ability to use the copy and paste code
function without copying over the "$" symbol. Ik the "$" are good for
showing user permissions, but I noticed they're not really used in other
parts of the docs, and it makes the the copy and paste code blocks user
flow easier.

Very small nit PR, this is not a huge deal if PR is not needed.
2025-02-25 13:50:00 -08:00

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llama (client-side) CLI Reference

The llama-stack-client CLI allows you to query information about the distribution.

Basic Commands

llama-stack-client

llama-stack-client -h

usage: llama-stack-client [-h] {models,memory_banks,shields} ...

Welcome to the LlamaStackClient CLI

options:
  -h, --help            show this help message and exit

subcommands:
  {models,memory_banks,shields}

llama-stack-client configure

llama-stack-client configure
> Enter the host name of the Llama Stack distribution server: localhost
> Enter the port number of the Llama Stack distribution server: 8321
Done! You can now use the Llama Stack Client CLI with endpoint http://localhost:8321

llama-stack-client providers list

llama-stack-client providers list

+-----------+----------------+-----------------+
| API       | Provider ID    | Provider Type   |
+===========+================+=================+
| scoring   | meta0          | meta-reference  |
+-----------+----------------+-----------------+
| datasetio | meta0          | meta-reference  |
+-----------+----------------+-----------------+
| inference | tgi0           | remote::tgi     |
+-----------+----------------+-----------------+
| memory    | meta-reference | meta-reference  |
+-----------+----------------+-----------------+
| agents    | meta-reference | meta-reference  |
+-----------+----------------+-----------------+
| telemetry | meta-reference | meta-reference  |
+-----------+----------------+-----------------+
| safety    | meta-reference | meta-reference  |
+-----------+----------------+-----------------+

Model Management

llama-stack-client models list

llama-stack-client models list

+----------------------+----------------------+---------------+----------------------------------------------------------+
| identifier           | llama_model          | provider_id   | metadata                                                 |
+======================+======================+===============+==========================================================+
| Llama3.1-8B-Instruct | Llama3.1-8B-Instruct | tgi0          | {'huggingface_repo': 'meta-llama/Llama-3.1-8B-Instruct'} |
+----------------------+----------------------+---------------+----------------------------------------------------------+

llama-stack-client models get

llama-stack-client models get Llama3.1-8B-Instruct

+----------------------+----------------------+----------------------------------------------------------+---------------+
| identifier           | llama_model          | metadata                                                 | provider_id   |
+======================+======================+==========================================================+===============+
| Llama3.1-8B-Instruct | Llama3.1-8B-Instruct | {'huggingface_repo': 'meta-llama/Llama-3.1-8B-Instruct'} | tgi0          |
+----------------------+----------------------+----------------------------------------------------------+---------------+

llama-stack-client models get Random-Model

Model RandomModel is not found at distribution endpoint host:port. Please ensure endpoint is serving specified model.

llama-stack-client models register

llama-stack-client models register <model_id> [--provider-id <provider_id>] [--provider-model-id <provider_model_id>] [--metadata <metadata>]

llama-stack-client models update

llama-stack-client models update <model_id> [--provider-id <provider_id>] [--provider-model-id <provider_model_id>] [--metadata <metadata>]

llama-stack-client models delete

llama-stack-client models delete <model_id>

Vector DB Management

llama-stack-client vector_dbs list

llama-stack-client vector_dbs list

+--------------+----------------+---------------------+---------------+------------------------+
| identifier   | provider_id    | provider_resource_id| vector_db_type| params                |
+==============+================+=====================+===============+========================+
| test_bank    | meta-reference | test_bank          | vector        | embedding_model: all-MiniLM-L6-v2
                                                                      embedding_dimension: 384|
+--------------+----------------+---------------------+---------------+------------------------+

llama-stack-client vector_dbs register

llama-stack-client vector_dbs register <vector-db-id> [--provider-id <provider-id>] [--provider-vector-db-id <provider-vector-db-id>] [--embedding-model <embedding-model>] [--embedding-dimension <embedding-dimension>]

Options:

  • --provider-id: Optional. Provider ID for the vector db
  • --provider-vector-db-id: Optional. Provider's vector db ID
  • --embedding-model: Optional. Embedding model to use. Default: "all-MiniLM-L6-v2"
  • --embedding-dimension: Optional. Dimension of embeddings. Default: 384

llama-stack-client vector_dbs unregister

llama-stack-client vector_dbs unregister <vector-db-id>

Shield Management

llama-stack-client shields list

llama-stack-client shields list

+--------------+----------+----------------+-------------+
| identifier   | params   | provider_id    | type        |
+==============+==========+================+=============+
| llama_guard  | {}       | meta-reference | llama_guard |
+--------------+----------+----------------+-------------+

llama-stack-client shields register

llama-stack-client shields register --shield-id <shield-id> [--provider-id <provider-id>] [--provider-shield-id <provider-shield-id>] [--params <params>]

Options:

  • --shield-id: Required. ID of the shield
  • --provider-id: Optional. Provider ID for the shield
  • --provider-shield-id: Optional. Provider's shield ID
  • --params: Optional. JSON configuration parameters for the shield

Eval Task Management

llama-stack-client benchmarks list

llama-stack-client benchmarks list

llama-stack-client benchmarks register

llama-stack-client benchmarks register --eval-task-id <eval-task-id> --dataset-id <dataset-id> --scoring-functions <function1> [<function2> ...] [--provider-id <provider-id>] [--provider-eval-task-id <provider-eval-task-id>] [--metadata <metadata>]

Options:

  • --eval-task-id: Required. ID of the eval task
  • --dataset-id: Required. ID of the dataset to evaluate
  • --scoring-functions: Required. One or more scoring functions to use for evaluation
  • --provider-id: Optional. Provider ID for the eval task
  • --provider-eval-task-id: Optional. Provider's eval task ID
  • --metadata: Optional. Metadata for the eval task in JSON format

Eval execution

llama-stack-client eval run-benchmark

llama-stack-client eval run-benchmark <eval-task-id1> [<eval-task-id2> ...] --eval-task-config <config-file> --output-dir <output-dir> [--num-examples <num>] [--visualize]

Options:

  • --eval-task-config: Required. Path to the eval task config file in JSON format
  • --output-dir: Required. Path to the directory where evaluation results will be saved
  • --num-examples: Optional. Number of examples to evaluate (useful for debugging)
  • --visualize: Optional flag. If set, visualizes evaluation results after completion

Example benchmark_config.json:

{
    "type": "benchmark",
    "eval_candidate": {
        "type": "model",
        "model": "Llama3.1-405B-Instruct",
        "sampling_params": {
            "strategy": "greedy",
        }
    }
}

llama-stack-client eval run-scoring

llama-stack-client eval run-scoring <eval-task-id> --eval-task-config <config-file> --output-dir <output-dir> [--num-examples <num>] [--visualize]

Options:

  • --eval-task-config: Required. Path to the eval task config file in JSON format
  • --output-dir: Required. Path to the directory where scoring results will be saved
  • --num-examples: Optional. Number of examples to evaluate (useful for debugging)
  • --visualize: Optional flag. If set, visualizes scoring results after completion

Tool Group Management

llama-stack-client toolgroups list

llama-stack-client toolgroups list

+---------------------------+------------------+------+---------------+
| identifier                | provider_id      | args | mcp_endpoint  |
+===========================+==================+======+===============+
| builtin::code_interpreter | code-interpreter | None | None         |
+---------------------------+------------------+------+---------------+
| builtin::rag             | rag-runtime      | None | None         |
+---------------------------+------------------+------+---------------+
| builtin::websearch       | tavily-search    | None | None         |
+---------------------------+------------------+------+---------------+

llama-stack-client toolgroups get

llama-stack-client toolgroups get <toolgroup_id>

Shows detailed information about a specific toolgroup. If the toolgroup is not found, displays an error message.

llama-stack-client toolgroups register

llama-stack-client toolgroups register <toolgroup_id> [--provider-id <provider-id>] [--provider-toolgroup-id <provider-toolgroup-id>] [--mcp-config <mcp-config>] [--args <args>]

Options:

  • --provider-id: Optional. Provider ID for the toolgroup
  • --provider-toolgroup-id: Optional. Provider's toolgroup ID
  • --mcp-config: Optional. JSON configuration for the MCP endpoint
  • --args: Optional. JSON arguments for the toolgroup

llama-stack-client toolgroups unregister

llama-stack-client toolgroups unregister <toolgroup_id>