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FunctionTool

Struct FunctionTool 

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pub struct FunctionTool<T, F> { /* private fields */ }
Expand description

A Tool built from an async function, without writing a struct and a trait impl.

The function takes any serde type: the arguments the model sends are deserialized into it. parameters is the JSON schema advertised to the model; it should describe that type.

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#[derive(serde::Deserialize)]
struct AddInput { a: f64, b: f64 }

let adder = FunctionTool::new(
    "adder",
    "Adds two numbers together",
    json!({
        "type": "object",
        "properties": { "a": {"type": "number"}, "b": {"type": "number"} },
        "required": ["a", "b"]
    }),
    |input: AddInput| async move {
        Ok::<_, String>(format!("The sum of {} and {} is {}", input.a, input.b, input.a + input.b))
    },
);
let tools: Vec<Arc<dyn Tool>> = vec![Arc::new(adder)];

For a tool that takes a single string, FunctionTool::text fills in the schema.

Input that doesn’t deserialize comes back to the model as a tool error naming the expected schema, so it can retry; the function isn’t called.

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impl<T, F> FunctionTool<T, F>

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pub fn new<N: Into<String>, D: Into<String>>( name: N, description: D, parameters: Value, func: F, ) -> Self

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impl<F> FunctionTool<String, F>

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pub fn text<N: Into<String>, D: Into<String>>( name: N, description: D, func: F, ) -> Self

A tool whose function takes the model’s input as one string. The advertised schema is {"input": string}, described by description.

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impl<T, F, Fut, O, E> Tool for FunctionTool<T, F>
where T: DeserializeOwned + Send + 'static, F: Fn(T) -> Fut + Send + Sync, Fut: Future<Output = Result<O, E>> + Send, O: ToString, E: Into<Box<dyn Error>>,

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fn parse_input<'life0, 'life1, 'async_trait>( &'life0 self, input: &'life1 str, ) -> Pin<Box<dyn Future<Output = Value> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Keeps the arguments as JSON (the default turns objects into a string); anything that isn’t JSON is passed on as a string.

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fn name(&self) -> String

Returns the name of the tool.
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fn description(&self) -> String

Provides a description of what the tool does and when to use it.
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fn parameters(&self) -> Value

This are the parametters for OpenAi-like function call. You should return a jsnon like this one Read more
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fn run<'life0, 'async_trait>( &'life0 self, input: Value, ) -> Pin<Box<dyn Future<Output = Result<String, Box<dyn Error>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait,

Executes the core functionality of the tool. Read more
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fn call<'life0, 'life1, 'async_trait>( &'life0 self, input: &'life1 str, ) -> Pin<Box<dyn Future<Output = Result<String, Box<dyn Error>>> + Send + 'async_trait>>
where Self: 'async_trait, 'life0: 'async_trait, 'life1: 'async_trait,

Processes an input string and executes the tool’s functionality, returning a Result. Read more

Auto Trait Implementations§

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impl<T, F> Freeze for FunctionTool<T, F>
where F: Freeze, PhantomData<fn() -> T>: Freeze,

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impl<T, F> RefUnwindSafe for FunctionTool<T, F>

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impl<T, F> Send for FunctionTool<T, F>
where F: Send, PhantomData<fn() -> T>: Send,

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impl<T, F> Sync for FunctionTool<T, F>
where F: Sync, PhantomData<fn() -> T>: Sync,

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impl<T, F> Unpin for FunctionTool<T, F>
where F: Unpin, PhantomData<fn() -> T>: Unpin,

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impl<T, F> UnsafeUnpin for FunctionTool<T, F>

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impl<T, F> UnwindSafe for FunctionTool<T, F>
where F: UnwindSafe, PhantomData<fn() -> T>: UnwindSafe,

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
where ST: ?Sized, DT: ?Sized,

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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
where ST: ?Sized, DT: ?Sized,

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impl<T> ErasedDestructor for T
where T: 'static,

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self> ⓘ

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more
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fn in_current_span(self) -> Instrumented<Self> ⓘ

Instruments this type with the current Span, returning an Instrumented wrapper. Read more
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impl<T, U> Into<U> for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self> ⓘ

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self> ⓘ
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more
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impl<T, U> LangchainIntoOpenAI<U> for T
where U: OpenAIFromLangchain<T>,

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fn into_openai(self) -> U

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impl<T> MaybeSend for T
where T: Send,

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impl<T, U> OpenAiIntoLangchain<U> for T
where U: LangchainFromOpenAI<T>,

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impl<T> PolicyExt for T
where T: ?Sized,

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fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more
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fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Sized + Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more
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impl<T> Read<Exclusive, BecauseExclusive> for T
where T: ?Sized,

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impl<T, U> TryFrom<U> for T
where U: Into<T>,

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type Error = !

The type returned in the event of a conversion error.
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fn try_from(value: U) -> Result<T, !>

Performs the conversion.
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impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

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type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
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fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
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impl<T, U> TryLangchainIntoOpenAI<U> for T

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impl<T, U> TryOpenAiIntoLangchain<U> for T

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impl<T> WithSubscriber for T

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fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self> ⓘ
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more
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fn with_current_subscriber(self) -> WithDispatch<Self> ⓘ

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more