LLMDB.Validate (LLM DB v2025.12.4)
View SourceValidation functions for providers and models using Zoi schemas.
Provides functions to validate individual records or batches of records, handling errors gracefully and ensuring catalog viability.
Summary
Functions
Ensures that we have at least one provider and one model for a viable catalog.
Validates a single model map against the Model schema.
Validates a list of model maps, collecting valid ones and counting invalid.
Validates a single provider map against the Provider schema.
Validates a list of provider maps, collecting valid ones and counting invalid.
Types
@type validation_error() :: term()
Functions
@spec ensure_viable([LLMDB.Provider.t()], [LLMDB.Model.t()]) :: :ok | {:error, :empty_catalog}
Ensures that we have at least one provider and one model for a viable catalog.
Returns :ok if both lists are non-empty, otherwise returns an error.
Examples
iex> ensure_viable([%{id: :openai}], [%{id: "gpt-4o", provider: :openai}])
:ok
iex> ensure_viable([], [%{id: "gpt-4o", provider: :openai}])
{:error, :empty_catalog}
iex> ensure_viable([%{id: :openai}], [])
{:error, :empty_catalog}
@spec validate_model(map()) :: {:ok, LLMDB.Model.t()} | {:error, validation_error()}
Validates a single model map against the Model schema.
Examples
iex> validate_model(%{id: "gpt-4o", provider: :openai})
{:ok, %{id: "gpt-4o", provider: :openai, deprecated: false, aliases: []}}
iex> validate_model(%{id: "gpt-4o"})
{:error, _}
@spec validate_models([map()]) :: {:ok, [LLMDB.Model.t()], non_neg_integer()}
Validates a list of model maps, collecting valid ones and counting invalid.
Returns all valid models and the count of invalid ones that were dropped.
Examples
iex> models = [
...> %{id: "gpt-4o", provider: :openai},
...> %{id: :invalid, provider: :openai},
...> %{id: "claude-3", provider: :anthropic}
...> ]
iex> validate_models(models)
{:ok, [%{id: "gpt-4o", ...}, %{id: "claude-3", ...}], 1}
@spec validate_provider(map()) :: {:ok, LLMDB.Provider.t()} | {:error, validation_error()}
Validates a single provider map against the Provider schema.
Examples
iex> validate_provider(%{id: :openai})
{:ok, %{id: :openai}}
iex> validate_provider(%{id: "openai"})
{:error, _}
@spec validate_providers([map()]) :: {:ok, [LLMDB.Provider.t()], non_neg_integer()}
Validates a list of provider maps, collecting valid ones and counting invalid.
Returns all valid providers and the count of invalid ones that were dropped.
Examples
iex> providers = [%{id: :openai}, %{id: "invalid"}, %{id: :anthropic}]
iex> validate_providers(providers)
{:ok, [%{id: :openai}, %{id: :anthropic}], 1}