agent

Documentation

Index

• Variables
• type AgentType
• type ConversationalReactDescription
  • func NewConversationalReactDescription(llm schema.Model, tools []schema.Tool) (*ConversationalReactDescription, error)
  • func (a *ConversationalReactDescription) InputKeys() []string
  • func (a *ConversationalReactDescription) OutputKeys() []string
  • func (a *ConversationalReactDescription) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, ...) ([]*schema.AgentAction, *schema.AgentFinish, error)
• type ConversationalReactDescriptionOptions
• type Executor
  • func New(llm schema.Model, tools []schema.Tool, aType AgentType, ...) (*Executor, error)
  • func NewExecutor(agent schema.Agent, tools []schema.Tool) (*Executor, error)
  • func (e Executor) Call(ctx context.Context, values schema.ChainValues, ...) (schema.ChainValues, error)
  • func (e Executor) Callbacks() []schema.Callback
  • func (e Executor) InputKeys() []string
  • func (e Executor) Memory() schema.Memory
  • func (e Executor) OutputKeys() []string
  • func (e Executor) Type() string
  • func (e Executor) Verbose() bool
• type ExecutorOptions
• type OpenAIFunctions
  • func NewOpenAIFunctions(model schema.Model, tools []schema.Tool) (*OpenAIFunctions, error)
  • func (a *OpenAIFunctions) InputKeys() []string
  • func (a *OpenAIFunctions) OutputKeys() []string
  • func (a *OpenAIFunctions) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, ...) ([]*schema.AgentAction, *schema.AgentFinish, error)
• type OpenAIFunctionsOptions
• type Options
• type ReactDescription
  • func NewReactDescription(llm schema.Model, tools []schema.Tool) (*ReactDescription, error)
  • func (a *ReactDescription) InputKeys() []string
  • func (a *ReactDescription) OutputKeys() []string
  • func (a *ReactDescription) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, ...) ([]*schema.AgentAction, *schema.AgentFinish, error)
• type ReactDescriptionOptions

Variables

var (
	ErrUnknownAgentType       = errors.New("unknown agent type")
	ErrAgentNoReturn          = errors.New("no actions or finish was returned by the agent")
	ErrNotFinished            = errors.New("agent not finished before max iterations")
	ErrExecutorInputNotString = errors.New("input to executor is not a string")
	ErrInvalidChainReturnType = errors.New("agent chain did not return a string")
	ErrUnableToParseOutput    = errors.New("unable to parse agent output")
)

Types

type AgentType

type AgentType string

const (
	ReactDescriptionAgentType               AgentType = "react-description"
	ReactDocstoreAgentType                  AgentType = "react-docstore"
	ConversationalReactDescriptionAgentType AgentType = "conversational-react-description"
	OpenAIFunctionsAgentType                AgentType = "openai-functions"
)

type ConversationalReactDescription

type ConversationalReactDescription struct {
	// contains filtered or unexported fields
}

func NewConversationalReactDescription

func NewConversationalReactDescription(llm schema.Model, tools []schema.Tool) (*ConversationalReactDescription, error)

func (*ConversationalReactDescription) InputKeys

func (a *ConversationalReactDescription) InputKeys() []string

func (*ConversationalReactDescription) OutputKeys

func (a *ConversationalReactDescription) OutputKeys() []string

func (*ConversationalReactDescription) Plan

func (a *ConversationalReactDescription) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, inputs map[string]string) ([]*schema.AgentAction, *schema.AgentFinish, error)

type ConversationalReactDescriptionOptions

type ConversationalReactDescriptionOptions struct {
	Prefix       string
	Instructions string
	Suffix       string
	AIPrefix     string
	OutputKey    string
}

type Executor

type Executor struct {
	// contains filtered or unexported fields
}

func New

func New(llm schema.Model, tools []schema.Tool, aType AgentType, optFns ...func(o *Options)) (*Executor, error)

func NewExecutor

func NewExecutor(agent schema.Agent, tools []schema.Tool) (*Executor, error)

func (Executor) Call

func (e Executor) Call(ctx context.Context, values schema.ChainValues, optFns ...func(o *schema.CallOptions)) (schema.ChainValues, error)

func (Executor) Callbacks

func (e Executor) Callbacks() []schema.Callback

func (Executor) InputKeys

func (e Executor) InputKeys() []string

func (Executor) Memory

func (e Executor) Memory() schema.Memory

func (Executor) OutputKeys

func (e Executor) OutputKeys() []string

func (Executor) Type

func (e Executor) Type() string

func (Executor) Verbose

func (e Executor) Verbose() bool

type ExecutorOptions

type ExecutorOptions struct {
	*schema.CallbackOptions
	MaxIterations int
	Memory        schema.Memory
}

type OpenAIFunctions

type OpenAIFunctions struct {
	// contains filtered or unexported fields
}

func NewOpenAIFunctions

func NewOpenAIFunctions(model schema.Model, tools []schema.Tool) (*OpenAIFunctions, error)

func (*OpenAIFunctions) InputKeys

func (a *OpenAIFunctions) InputKeys() []string

func (*OpenAIFunctions) OutputKeys

func (a *OpenAIFunctions) OutputKeys() []string

func (*OpenAIFunctions) Plan

func (a *OpenAIFunctions) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, inputs map[string]string) ([]*schema.AgentAction, *schema.AgentFinish, error)

type OpenAIFunctionsOptions

type OpenAIFunctionsOptions struct {
	OutputKey string
}

type Options

type Options struct {
	*schema.CallbackOptions
}

type ReactDescription

type ReactDescription struct {
	// contains filtered or unexported fields
}

func NewReactDescription

func NewReactDescription(llm schema.Model, tools []schema.Tool) (*ReactDescription, error)

func (*ReactDescription) InputKeys

func (a *ReactDescription) InputKeys() []string

func (*ReactDescription) OutputKeys

func (a *ReactDescription) OutputKeys() []string

func (*ReactDescription) Plan

func (a *ReactDescription) Plan(ctx context.Context, intermediateSteps []schema.AgentStep, inputs map[string]string) ([]*schema.AgentAction, *schema.AgentFinish, error)

type ReactDescriptionOptions

type ReactDescriptionOptions struct {
	Prefix       string
	Instructions string
	Suffix       string
	OutputKey    string
}