LLMs
LLM management.
Methods on this page are called through client.llms.
client.llms.create
client.llms.create(request: LlmsCreateRequest, requestOptions?: ProviderApiKeyOptions): Promise<CreateLLMResponseShape>Creates a new LLM configuration for text generation services. LLMs represent connections to different language model API services (like OpenAI, vLLM, etc.) and include all the necessary configuration to use them for text generation. DUPLICATE DETECTION: Returns HTTP 409 Conflict (ALREADY_EXISTS) if another LLM exists with identical {ownerId, providerType, endpointUrl, apiPath, modelIdentifier, credentialsFingerprint} after URL canonicalization. Uniqueness is enforced per-owner. Credentials are hashed (SHA-256) for uniqueness while remaining encrypted. The apiPath field defaults to '/chat/completions' if omitted. Requires CREATE_LLM_OWN permission (or CREATE_LLM_ANY for admin users).
HTTP: POST /v1/llms
Parameters
| Parameter | Type | Description |
|---|---|---|
request | LlmsCreateRequest | Creation request. Known modelIdentifier values fill provider, endpoint, dimensionality, and modality defaults. |
requestOptions | ProviderApiKeyOptions optional | Provider API key plus per-call signal, timeout, or headers. |
Returns: Promise<CreateLLMResponseShape>
Example
const llmResponse = await client.llms.create(
{
displayName: "Doc LLM",
modelIdentifier: "gpt-4o-mini",
labels: { env: "docs" },
},
{ apiKey: "sk-..." },
);
const llm = llmResponse.llm;client.llms.delete
client.llms.delete(id: string, requestOptions?: RequestOptions): Promise<void>Permanently deletes an LLM configuration. This operation cannot be undone and removes the LLM record and securely deletes stored credentials. IMPORTANT: This does NOT invalidate or delete any previously generated content using this LLM - existing generations remain accessible. Requires DELETE_LLM_OWN permission for LLMs you own (or DELETE_LLM_ANY for admin users).
HTTP: DELETE /v1/llms/{id}
Parameters
| Parameter | Type | Description |
|---|---|---|
id | string | The unique identifier of the LLM to delete |
requestOptions | RequestOptions optional | Per-call signal, timeout, or headers. |
Returns: Promise<void>
Example
await client.llms.delete("your-llm-id");client.llms.get
client.llms.get(id: string, requestOptions?: RequestOptions): Promise<LLMResponseShape>Retrieves the details of a specific LLM configuration by its unique identifier. Requires READ_LLM_OWN permission for LLMs you own (or READ_LLM_ANY for admin users to view any user's LLMs). This is a read-only operation with no side effects.
HTTP: GET /v1/llms/{id}
Parameters
| Parameter | Type | Description |
|---|---|---|
id | string | The unique identifier of the LLM to retrieve |
requestOptions | RequestOptions optional | Per-call signal, timeout, or headers. |
Returns: Promise<LLMResponseShape>
Example
const fetchedLlm = await client.llms.get("your-llm-id");
console.log(fetchedLlm.displayName);client.llms.list
client.llms.list(options?: LlmsListOptions, requestOptions?: RequestOptions): Promise<Array<LLMResponseShape>>Retrieves a list of LLM configurations accessible to the caller, with optional filtering. LABEL FILTERS: Label filters accept either label.<key>=<value> or label[key]=value (for example, label.environment=production or label[environment]=production). PERMISSION-BASED FILTERING: With LIST_LLM_OWN permission, you can only see your own LLMs (ownerId filter is ignored if set to another user). With LIST_LLM_ANY permission, you can see all LLMs or filter by any ownerId. This is a read-only operation with no side effects.
HTTP: GET /v1/llms
Parameters
| Parameter | Type | Description |
|---|---|---|
options | LlmsListOptions optional | Optional query parameters. |
requestOptions | RequestOptions optional | Per-call signal, timeout, or headers. |
Returns: Promise<Array<LLMResponseShape>>
Example
for (const item of await client.llms.list()) {
console.log(item.llmId, item.displayName);
}client.llms.update
client.llms.update(id: string, request: LLMUpdateRequest, requestOptions?: RequestOptions): Promise<LLMResponseShape>Updates an existing LLM configuration including display information, endpoint configuration, model parameters, credentials, and labels. All fields are optional - only specified fields will be updated. SUPPORTED_MODALITIES UPDATE: If the array contains >=1 elements, it replaces the stored set; if empty or omitted, no change occurs and it does not count as an update by itself. IMPORTANT: providerType is IMMUTABLE after creation and cannot be changed. Requires UPDATE_LLM_OWN permission for LLMs you own (or UPDATE_LLM_ANY for admin users).
HTTP: PUT /v1/llms/{id}
Parameters
| Parameter | Type | Description |
|---|---|---|
id | string | The unique identifier of the LLM to update |
request | LLMUpdateRequest | Request body. |
requestOptions | RequestOptions optional | Per-call signal, timeout, or headers. |
Returns: Promise<LLMResponseShape>
Example
const updatedLlm = await client.llms.update("your-llm-id", {
displayName: "Doc LLM (updated)",
mergeLabels: { version: "2" },
});
console.log(updatedLlm.llmId);Data Models
Enum Values
LLMProviderType
OPENAI, LITELLM_PROXY, OPEN_ROUTER, VLLM, OLLAMA, LLAMA_CPP, CUSTOM_OPENAI_COMPATIBLE
Interfaces
CreateLLMResponse
Response containing the created LLM and any informational status messages
| Field | Type | Required | Description |
|---|---|---|---|
llm | LLMResponse | yes | The created LLM configuration |
statuses | Array<GoodMemStatus> | no | Optional status messages providing information about server-side operations performed during creation, such as capability inference results |
LLMCapabilities
Capabilities and features supported by an LLM service
| Field | Type | Required | Description |
|---|---|---|---|
supportsChat | boolean | null | no | Supports conversational/chat completion format with message roles |
supportsCompletion | boolean | null | no | Supports raw text completion with prompt continuation |
supportsFunctionCalling | boolean | null | no | Supports function/tool calling with structured responses |
supportsSystemMessages | boolean | null | no | Supports system prompts to define model behavior and context |
supportsStreaming | boolean | null | no | Supports real-time token streaming during generation |
supportsSamplingParameters | boolean | null | no | Supports sampling parameters like temperature, top_p, and top_k for generation control |
LLMCreationRequest
Request body for creating a new LLM. An LLM represents a configuration for text generation services.
| Field | Type | Required | Description |
|---|---|---|---|
displayName | string | yes | User-facing name of the LLM |
description | string | null | no | Description of the LLM |
providerType | LLMProviderType | yes | Type of LLM provider |
endpointUrl | string | yes | API endpoint base URL (OpenAI-compatible base, typically ends with /v1) |
apiPath | string | null | no | API path for chat/completions request (defaults to /chat/completions if not provided) |
modelIdentifier | string | yes | Model identifier |
supportedModalities | Array<Modality> | null | no | Supported content modalities (defaults to TEXT if not provided) |
credentials | EndpointAuthentication | null | no | Structured credential payload describing how to authenticate with the provider. Required for SaaS providers; optional for local or proxy providers. |
labels | Record<string, string> | null | no | User-defined labels for categorization |
version | string | null | no | Version information |
monitoringEndpoint | string | null | no | Monitoring endpoint URL |
capabilities | LLMCapabilities | null | no | LLM capabilities defining supported features and modes. Optional - server infers capabilities from model identifier if not provided. |
defaultSamplingParams | LLMSamplingParams | null | no | Default sampling parameters for generation requests |
maxContextLength | number | null | no | Maximum context window size in tokens |
clientConfig | Record<string, unknown> | null | no | Provider-specific client configuration as flexible JSON structure |
ownerId | string | null | no | Optional owner ID. If not provided, derived from the authentication context. Requires CREATE_LLM_ANY permission if specified. |
llmId | string | null | no | Optional client-provided UUID for idempotent creation. If not provided, server generates a new UUID. Returns ALREADY_EXISTS if ID is already in use. |
LLMResponse
LLM configuration information
| Field | Type | Required | Description |
|---|---|---|---|
llmId | string | yes | Unique identifier of the LLM |
displayName | string | yes | User-facing name of the LLM |
description | string | null | no | Description of the LLM |
providerType | LLMProviderType | yes | Type of LLM provider |
endpointUrl | string | yes | API endpoint base URL |
apiPath | string | null | no | API path for chat/completions request |
modelIdentifier | string | yes | Model identifier |
supportedModalities | Array<Modality> | yes | Supported content modalities |
credentials | EndpointAuthentication | null | no | Structured credential payload used for upstream authentication |
labels | Record<string, string> | yes | User-defined labels for categorization |
version | string | null | no | Version information |
monitoringEndpoint | string | null | no | Monitoring endpoint URL |
capabilities | LLMCapabilities | yes | LLM capabilities defining supported features and modes |
defaultSamplingParams | LLMSamplingParams | null | no | Default sampling parameters for generation requests |
maxContextLength | number | null | no | Maximum context window size in tokens |
clientConfig | Record<string, unknown> | null | no | Provider-specific client configuration |
ownerId | string | yes | Owner ID of the LLM |
createdAt | number | yes | Creation timestamp (milliseconds since epoch) |
updatedAt | number | yes | Last update timestamp (milliseconds since epoch) |
createdById | string | yes | ID of the user who created the LLM |
updatedById | string | yes | ID of the user who last updated the LLM |
LLMSamplingParams
Sampling and generation parameters for controlling LLM text output
| Field | Type | Required | Description |
|---|---|---|---|
maxTokens | number | null | no | Maximum tokens to generate (>0 if set; provider-dependent limits apply) |
temperature | number | null | no | Sampling temperature; valid range depends on the configured provider |
topP | number | null | no | Nucleus sampling threshold 0.0-1.0 (smaller values focus on higher probability tokens) |
topK | number | null | no | Top-k sampling limit (>0 if set; primarily for local/open-source models) |
frequencyPenalty | number | null | no | Frequency penalty; valid range depends on the configured provider |
presencePenalty | number | null | no | Presence penalty; valid range depends on the configured provider |
stopSequences | Array<string> | null | no | Generation stop sequences; generation halts on exact match |
LLMUpdateRequest
Request body for updating an existing LLM. All fields are optional - only specified fields will be updated. supportedModalities replaces the stored set only when the array contains at least one value; empty or omitted leaves it unchanged and does not count as an update by itself.
| Field | Type | Required | Description |
|---|---|---|---|
displayName | string | null | no | Update display name |
description | string | null | no | Update description |
endpointUrl | string | null | no | Update endpoint base URL (OpenAI-compatible base, typically ends with /v1) |
apiPath | string | null | no | Update API path |
modelIdentifier | string | null | no | Update model identifier (cannot be empty) |
supportedModalities | Array<Modality> | null | no | Update supported modalities (if array contains >=1 elements, replaces stored set; if empty or omitted, no change and does not count as an update by itself) |
credentials | EndpointAuthentication | null | no | Update credentials |
version | string | null | no | Update version information |
monitoringEndpoint | string | null | no | Update monitoring endpoint URL |
capabilities | LLMCapabilities | null | no | Update LLM capabilities (replaces entire capability set; clients MUST send all flags) |
defaultSamplingParams | LLMSamplingParams | null | no | Update default sampling parameters |
maxContextLength | number | null | no | Update maximum context window size in tokens |
clientConfig | Record<string, unknown> | null | no | Update provider-specific client configuration (replaces entire config; no merging) |
replaceLabels | Record<string, string> | null | no | Replace all existing labels with this set. Empty map clears all labels. Cannot be used with mergeLabels. |
mergeLabels | Record<string, string> | null | no | Merge with existing labels: upserts with overwrite. Labels not mentioned are preserved. Cannot be used with replaceLabels. |
ListLLMsResponse
Response containing a list of LLM configurations
| Field | Type | Required | Description |
|---|---|---|---|
llms | Array<LLMResponse> | yes | List of LLM configurations matching the request filters |
Response Shapes
Response shape types model values returned by the SDK after forward-compatible unknown enum strings are coerced to null.
CreateLLMResponseShape
| Field | Type | Required | Description |
|---|---|---|---|
llm | LLMResponseShape | yes | The created LLM configuration |
statuses | Array<GoodMemStatusResponseShape> | no | Optional status messages providing information about server-side operations performed during creation, such as capability inference results |
LLMCapabilitiesResponseShape
| Field | Type | Required | Description |
|---|---|---|---|
supportsChat | boolean | null | no | Supports conversational/chat completion format with message roles |
supportsCompletion | boolean | null | no | Supports raw text completion with prompt continuation |
supportsFunctionCalling | boolean | null | no | Supports function/tool calling with structured responses |
supportsSystemMessages | boolean | null | no | Supports system prompts to define model behavior and context |
supportsStreaming | boolean | null | no | Supports real-time token streaming during generation |
supportsSamplingParameters | boolean | null | no | Supports sampling parameters like temperature, top_p, and top_k for generation control |
LLMResponseShape
| Field | Type | Required | Description |
|---|---|---|---|
llmId | string | yes | Unique identifier of the LLM |
displayName | string | yes | User-facing name of the LLM |
description | string | null | no | Description of the LLM |
providerType | LLMProviderType | null | yes | Type of LLM provider |
endpointUrl | string | yes | API endpoint base URL |
apiPath | string | null | no | API path for chat/completions request |
modelIdentifier | string | yes | Model identifier |
supportedModalities | Array<Modality | null> | yes | Supported content modalities |
credentials | EndpointAuthenticationResponseShape | null | no | Structured credential payload used for upstream authentication |
labels | Record<string, string> | yes | User-defined labels for categorization |
version | string | null | no | Version information |
monitoringEndpoint | string | null | no | Monitoring endpoint URL |
capabilities | LLMCapabilitiesResponseShape | yes | LLM capabilities defining supported features and modes |
defaultSamplingParams | LLMSamplingParamsResponseShape | null | no | Default sampling parameters for generation requests |
maxContextLength | number | null | no | Maximum context window size in tokens |
clientConfig | Record<string, unknown> | null | no | Provider-specific client configuration |
ownerId | string | yes | Owner ID of the LLM |
createdAt | number | yes | Creation timestamp (milliseconds since epoch) |
updatedAt | number | yes | Last update timestamp (milliseconds since epoch) |
createdById | string | yes | ID of the user who created the LLM |
updatedById | string | yes | ID of the user who last updated the LLM |
LLMSamplingParamsResponseShape
| Field | Type | Required | Description |
|---|---|---|---|
maxTokens | number | null | no | Maximum tokens to generate (>0 if set; provider-dependent limits apply) |
temperature | number | null | no | Sampling temperature; valid range depends on the configured provider |
topP | number | null | no | Nucleus sampling threshold 0.0-1.0 (smaller values focus on higher probability tokens) |
topK | number | null | no | Top-k sampling limit (>0 if set; primarily for local/open-source models) |
frequencyPenalty | number | null | no | Frequency penalty; valid range depends on the configured provider |
presencePenalty | number | null | no | Presence penalty; valid range depends on the configured provider |
stopSequences | Array<string> | null | no | Generation stop sequences; generation halts on exact match |
ListLLMsResponseShape
| Field | Type | Required | Description |
|---|---|---|---|
llms | Array<LLMResponseShape> | yes | List of LLM configurations matching the request filters |