SimpleLLM<Options extends LLMOptions> class abstract

SimpleLLM provides a simplified interface for working with LLMs. Rather than expecting the user to implement the full SimpleLLM.invoke method, the user only needs to implement SimpleLLM.callInternal.

Inheritance
Implementers

Constructors

SimpleLLM({required Options defaultOptions})
SimpleLLM provides a simplified interface for working with LLMs. Rather than expecting the user to implement the full SimpleLLM.invoke method, the user only needs to implement SimpleLLM.callInternal.
const

Properties

defaultOptions → Options
The default options to use when invoking the Runnable.
finalinherited
hashCode → int
The hash code for this object.
no setterinherited
modelType → String
Return type of language model.
no setterinherited
runtimeType → Type
A representation of the runtime type of the object.
no setterinherited

Methods

batch(List<PromptValue> inputs, {List<Options>? options}) → Future<List<LLMResult>>
Batches the invocation of the Runnable on the given inputs.
inherited
bind(Options options) → RunnableBinding<PromptValue, Options, LLMResult>
Binds the Runnable to the given options.
inherited
call(String prompt, {Options? options}) → Future<String>
Runs the LLM on the given String prompt and returns a String with the generated text.
inherited
callInternal(String prompt, {Options? options}) → Future<String>
Method which should be implemented by subclasses to run the model.
close() → void
Cleans up any resources associated with it the Runnable.
inherited
countTokens(PromptValue promptValue, {Options? options}) → Future<int>
Returns the number of tokens resulting from tokenize the given prompt.
inherited
getCompatibleOptions(RunnableOptions? options) → Options?
Returns the given options if they are compatible with the Runnable, otherwise returns null.
inherited
invoke(PromptValue input, {Options? options}) → Future<LLMResult>
Invokes the Runnable on the given input.
override
noSuchMethod(Invocation invocation) → dynamic
Invoked when a nonexistent method or property is accessed.
inherited
pipe<NewRunOutput extends Object?, NewCallOptions extends RunnableOptions>(Runnable<LLMResult, NewCallOptions, NewRunOutput> next) → RunnableSequence<PromptValue, NewRunOutput>
Pipes the output of this Runnable into another Runnable using a RunnableSequence.
inherited
stream(PromptValue input, {Options? options}) → Stream<LLMResult>
Streams the output of invoking the Runnable on the given input.
inherited
streamFromInputStream(Stream<PromptValue> inputStream, {Options? options}) → Stream<LLMResult>
Streams the output of invoking the Runnable on the given inputStream.
inherited
tokenize(PromptValue promptValue, {Options? options}) → Future<List<int>>
Tokenizes the given prompt using the encoding used by the language model.
inherited
toString() → String
A string representation of this object.
inherited
withFallbacks(List<Runnable<PromptValue, RunnableOptions, LLMResult>> fallbacks) → RunnableWithFallback<PromptValue, LLMResult>
Adds fallback runnables to be invoked if the primary runnable fails.
inherited
withRetry({int maxRetries = 3, FutureOr<bool> retryIf(Object e)?, List<Duration?>? delayDurations, bool addJitter = false}) → RunnableRetry<PromptValue, LLMResult>
Adds retry logic to an existing runnable.
inherited

Operators

operator ==(Object other) → bool
The equality operator.
inherited