aitool

package
v1.4.4-alpha1202-loadi... Latest Latest
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 Go to latest Published: Dec 2, 2025 License: AGPL-3.0 Imports: 30 Imported by: 0

Documentation

Index

Constants

This section is empty.

Variables

View Source 
var SchemaGeneratorExports = map[string]any{
	"ActionObject":         NewObjectSchemaWithAction,
	"Object":               NewObjectSchema,
	"ObjectArray":          newObjectArraySchema,
	"NewObjectSchema":      NewObjectSchema,
	"NewObjectArraySchema": newObjectArraySchema,

	"action":                  WithAction,
	"paramString":             WithStringParam,
	"paramInt":                WithIntegerParam,
	"paramBool":               WithBoolParam,
	"paramNumber":             WithNumberParam,
	"paramStringArray":        WithStringArrayParam,
	"paramNumberArray":        WithNumberArrayParam,
	"paramKeyValuePairsArray": WithKVPairsParam,
	"paramObjectArray":        _withObjectArray,
	"paramObjectArrayEx":      _withObjectArrayEx,
	"paramObject":             _withParamObject,
	"paramRaw":                WithRawParam,

	"description": WithParam_Description,
	"required":    WithParam_Required,
	"min":         WithParam_Min,
	"max":         WithParam_Max,
	"maxLength":   WithParam_MaxLength,
	"minLength":   WithParam_MinLength,
	"const":       WithParam_Const,
	"enum":        WithParam_Enum,
	"title":       WithParam_Title,
	"raw":         WithParam_Raw,
	"example":     WithParam_Example,
}

Functions

func CompareTools 

func CompareTools(t1, t2 *Tool) []string

CompareTools compares two tools and returns a list of differences This is useful for debugging round-trip conversion issues

func NewObjectSchema 

func NewObjectSchema(opts ...any) string

func NewObjectSchemaFrameOmap 

func NewObjectSchemaFrameOmap(opts ...any) *omap.OrderedMap[string, any]

func NewObjectSchemaWithAction 

func NewObjectSchemaWithAction(opts ...any) string

func NewObjectSchemaWithActionName 

func NewObjectSchemaWithActionName(name string, opts ...any) string

func ValidateResult 

func ValidateResult(resultJSON string) (bool, []string)

ValidateResult 验证结果是否符合JSON Schema

Types

type InvokeCallback 

type InvokeCallback func(ctx context.Context, params InvokeParams, invokeExConfig *ToolRuntimeConfig, stdout io.Writer, stderr io.Writer) (any, error)

type InvokeParams 

type InvokeParams map[string]any

func (InvokeParams) Dump 

func (r InvokeParams) Dump() string

func (InvokeParams) GetAnyToString 

func (p InvokeParams) GetAnyToString(key string, backups ...string) string

func (InvokeParams) GetBool 

func (p InvokeParams) GetBool(key string, backups ...bool) bool

func (InvokeParams) GetFloat 

func (p InvokeParams) GetFloat(key string, backups ...float64) float64

func (InvokeParams) GetInt 

func (p InvokeParams) GetInt(key string, backups ...int64) int64

func (InvokeParams) GetInteger 

func (p InvokeParams) GetInteger(key string, backups ...int) int

func (InvokeParams) GetObject 

func (p InvokeParams) GetObject(key string) InvokeParams

func (InvokeParams) GetObjectArray 

func (p InvokeParams) GetObjectArray(key string) []InvokeParams

func (InvokeParams) GetString 

func (p InvokeParams) GetString(key string, backups ...string) string

func (InvokeParams) GetStringSlice 

func (p InvokeParams) GetStringSlice(key string, backups ...[]string) []string

func (InvokeParams) Has 

func (p InvokeParams) Has(key string) bool

func (InvokeParams) Set 

func (p InvokeParams) Set(k string, v any) InvokeParams

type NoRuntimeInvokeCallback 

type NoRuntimeInvokeCallback func(ctx context.Context, params InvokeParams, stdout io.Writer, stderr io.Writer) (any, error)

NoRuntimeInvokeCallback 定义工具调用回调函数的签名

type PropertyOption 

type PropertyOption func(map[string]any)

PropertyOption 定义属性选项函数的类型

func WithParam_Const 

func WithParam_Const(values ...any) PropertyOption

WithParam_Enum specifies a list of allowed values for a string property. The property value must be one of the specified enum values.

func WithParam_Default 

func WithParam_Default(desc any) PropertyOption

WithParam_Default sets the default value for a property. This value will be used if the property is not explicitly provided.

func WithParam_Description 

func WithParam_Description(desc string) PropertyOption

WithParam_Description adds a description to a property in the JSON Schema. The description should explain the purpose and expected values of the property.

func WithParam_Enum 

func WithParam_Enum(values ...any) PropertyOption

WithParam_Enum specifies a list of allowed values for a string property. The property value must be one of the specified enum values.

func WithParam_EnumString 

func WithParam_EnumString(values ...string) PropertyOption

func WithParam_Example 

func WithParam_Example(i any) PropertyOption

WithParam_Example adds an example value for a property in the JSON Schema.

func WithParam_Max 

func WithParam_Max(max float64) PropertyOption

WithParam_Max sets the maximum value for a number property. The number value must not exceed this maximum.

func WithParam_MaxLength 

func WithParam_MaxLength(max int) PropertyOption

WithParam_MaxLength sets the maximum length for a string property. The string value must not exceed this length.

func WithParam_Min 

func WithParam_Min(min float64) PropertyOption

WithParam_Min sets the minimum value for a number property. The number value must not be less than this minimum.

func WithParam_MinLength 

func WithParam_MinLength(min int) PropertyOption

WithParam_MinLength sets the minimum length for a string property. The string value must be at least this length.

func WithParam_MultipleOf 

func WithParam_MultipleOf(value float64) PropertyOption

WithParam_MultipleOf specifies that a number must be a multiple of the given value. The number value must be divisible by this value.

func WithParam_Pattern 

func WithParam_Pattern(pattern string) PropertyOption

WithParam_Pattern sets a regex pattern that a string property must match. The string value must conform to the specified regular expression.

func WithParam_Raw 

func WithParam_Raw(name string, v any) PropertyOption

WithParam_Raw adds a raw JSON schema object to the tool's input schema.

func WithParam_RequireTool 

func WithParam_RequireTool(tool string) PropertyOption

WithParam_RequireTool adds a ATTENTION description to a property in the JSON Schema. require tool description means prerequisites for running this tool

func WithParam_Required 

func WithParam_Required(required ...bool) PropertyOption

WithParam_Required marks a property as required in the tool's input schema. WithParam_Required properties must be provided when using the tool.

func WithParam_Title 

func WithParam_Title(title string) PropertyOption

WithParam_Title adds a display-friendly title to a property in the JSON Schema. This title can be used by UI components to show a more readable property name.

type Tool 

type Tool struct {
	*mcp.Tool
	// A list of keywords for tool indexing and searching.
	Keywords []string       `json:"keywords,omitempty"`
	Callback InvokeCallback // 添加回调函数字段
}

func LoadAIToolFromMCPServers 

func LoadAIToolFromMCPServers(db *gorm.DB, ctx context.Context, name string) ([]*Tool, error)

LoadAIToolFromMCPServers 从数据库中加载指定名称的 MCP 服务器，并将其工具转换为 AITool name: MCP 服务器名称 db: 数据库连接，如果为 nil 则使用默认的 profile 数据库 返回: 从该 MCP 服务器加载的所有 AITool 列表

func LoadAllEnabledAIToolsFromMCPServers 

func LoadAllEnabledAIToolsFromMCPServers(db *gorm.DB, ctx context.Context) ([]*Tool, error)

func LoadAllEnabledAIToolsFromMCPServersWithCallback 

func LoadAllEnabledAIToolsFromMCPServersWithCallback(
	db *gorm.DB, ctx context.Context,
	onStart func(mcpServer *schema.MCPServer),
	onDone func(mcpServer *schema.MCPServer, tools []*Tool, err error),
	onAllDone func(tools []*Tool, err error),
) ([]*Tool, error)

func New 

func New(name string, options ...ToolOption) (*Tool, error)

New 使用函数选项模式创建一个新的Tool实例

func NewFromMCPTool 

func NewFromMCPTool(mt *mcp.Tool, opts ...ToolOption) (*Tool, error)

func NewToolFromJSON 

func NewToolFromJSON(jsonStr string, callback func(params InvokeParams, stdout io.Writer, stderr io.Writer) (any, error)) (*Tool, error)

NewToolFromJSON 从JSON定义创建工具

func NewWithoutCallback 

func NewWithoutCallback(name string, opts ...ToolOption) *Tool

func (*Tool) BuildParamsOptions 

func (t *Tool) BuildParamsOptions() []ToolOption

BuildParamsOptions converts a Tool's InputSchema Properties back into ToolOptions This is the reverse operation of WithXxxParam functions

func (*Tool) ExecuteToolWithCapture 

func (t *Tool) ExecuteToolWithCapture(ctx context.Context, params map[string]any, config *ToolInvokeConfig) (*ToolExecutionResult, error)

func (*Tool) GetDescription 

func (t *Tool) GetDescription() string

func (*Tool) GetKeywords 

func (t *Tool) GetKeywords() []string

func (*Tool) GetName 

func (t *Tool) GetName() string

func (*Tool) InvokeWithJSON 

func (t *Tool) InvokeWithJSON(jsonStr string, opts ...ToolInvokeOptions) (*ToolResult, error)

InvokeWithJSON 使用JSON字符串调用工具

func (*Tool) InvokeWithOrderedJSON 

func (t *Tool) InvokeWithOrderedJSON(jsonStr string, opts ...ToolInvokeOptions) (*ToolResult, error)

InvokeWithOrderedJSON 使用JSON字符串调用工具，并保持参数顺序

func (*Tool) InvokeWithOrderedParams 

func (t *Tool) InvokeWithOrderedParams(params *omap.OrderedMap[string, any], opts ...ToolInvokeOptions) (*ToolResult, error)

InvokeWithOrderedParams 使用 OrderedMap 参数调用工具

func (*Tool) InvokeWithParams 

func (t *Tool) InvokeWithParams(params map[string]any, opts ...ToolInvokeOptions) (*ToolResult, error)

InvokeWithParams 使用参数映射调用工具

func (*Tool) InvokeWithRaw 

func (t *Tool) InvokeWithRaw(raw string, opts ...ToolInvokeOptions) (*ToolResult, error)

func (*Tool) Params 

func (t *Tool) Params() *omap.OrderedMap[string, any]

func (*Tool) ParamsJsonSchemaString 

func (t *Tool) ParamsJsonSchemaString() string

func (*Tool) RebuildTool 

func (t *Tool) RebuildTool() (*Tool, error)

RebuildTool creates a new Tool with the same configuration as the original This is useful for testing round-trip conversion

func (*Tool) ToJSONSchema 

func (t *Tool) ToJSONSchema() *omap.OrderedMap[string, any]

ToJSONSchema 将整个Tool转换为符合JSON Schema Draft-07规范的格式

func (*Tool) ToJSONSchemaString 

func (t *Tool) ToJSONSchemaString() string

ToJSONSchemaString 将Tool转换为JSON Schema字符串

func (*Tool) Validate 

func (t *Tool) Validate(params map[string]any) (bool, []string)

func (*Tool) ValidateJSONString 

func (t *Tool) ValidateJSONString(jsonStr string) (bool, []string)

ValidateJSONString 验证JSON字符串是否符合工具的要求

func (*Tool) ValidateOrderedParams 

func (t *Tool) ValidateOrderedParams(params *omap.OrderedMap[string, any]) (bool, []string)

ValidateOrderedParams 验证 OrderedMap 参数

func (*Tool) ValidateParams 

func (t *Tool) ValidateParams(params map[string]any) (bool, []string)

ValidateParams 验证普通 map 参数

type ToolCallCancelCallback 

type ToolCallCancelCallback func(result *ToolExecutionResult, err error) (*ToolExecutionResult, error)

type ToolExecutionResult 

type ToolExecutionResult struct {
	Stdout string      `json:"stdout"`
	Stderr string      `json:"stderr,omitempty"`
	Result interface{} `json:"result,omitempty"`
}

ToolExecutionResult 表示工具执行的完整结果

func (*ToolExecutionResult) GetJSONSchema 

func (r *ToolExecutionResult) GetJSONSchema() map[string]interface{}

GetJSONSchema 获取结果的JSON Schema

func (*ToolExecutionResult) GetJSONSchemaString 

func (r *ToolExecutionResult) GetJSONSchemaString() string

GetJSONSchemaString 获取结果的JSON Schema字符串

func (*ToolExecutionResult) ToJSON 

func (r *ToolExecutionResult) ToJSON() (string, error)

ToJSON 将执行结果转换为JSON字符串

type ToolFactory 

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

func NewFactory 

func NewFactory() *ToolFactory

func (*ToolFactory) RegisterTool 

func (f *ToolFactory) RegisterTool(toolName string, opts ...ToolOption) error

func (*ToolFactory) Tools 

func (f *ToolFactory) Tools() []*Tool

type ToolInvokeConfig 

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

func NewToolInvokeConfig 

func NewToolInvokeConfig() *ToolInvokeConfig

func (*ToolInvokeConfig) GetCancelCallback 

func (i *ToolInvokeConfig) GetCancelCallback() ToolCallCancelCallback

func (*ToolInvokeConfig) GetErrCallback 

func (i *ToolInvokeConfig) GetErrCallback() func(error) (*ToolResult, error)

func (*ToolInvokeConfig) GetResCallback 

func (i *ToolInvokeConfig) GetResCallback() func(result *ToolExecutionResult) (*ToolResult, error)

func (*ToolInvokeConfig) GetRuntimeConfig 

func (i *ToolInvokeConfig) GetRuntimeConfig() *ToolRuntimeConfig

func (*ToolInvokeConfig) GetStderr 

func (i *ToolInvokeConfig) GetStderr() io.Writer

func (*ToolInvokeConfig) GetStdout 

func (i *ToolInvokeConfig) GetStdout() io.Writer

type ToolInvokeOptions 

type ToolInvokeOptions func(*ToolInvokeConfig)

func WithCancelCallback 

func WithCancelCallback(callback ToolCallCancelCallback) ToolInvokeOptions

func WithContext 

func WithContext(ctx context.Context) ToolInvokeOptions

func WithErrorCallback 

func WithErrorCallback(callback func(error) (*ToolResult, error)) ToolInvokeOptions

func WithResultCallback 

func WithResultCallback(callback func(result *ToolExecutionResult) (*ToolResult, error)) ToolInvokeOptions

func WithRuntimeConfig 

func WithRuntimeConfig(config *ToolRuntimeConfig) ToolInvokeOptions

func WithStderr 

func WithStderr(stderr io.Writer) ToolInvokeOptions

func WithStdout 

func WithStdout(stdout io.Writer) ToolInvokeOptions

type ToolInvokeParams 

type ToolInvokeParams struct {
	Tool   string         `json:"tool"`
	Action string         `json:"@action"`
	Params map[string]any `json:"params,omitempty"`
}

ToolInvokeParams 表示工具调用的参数

type ToolOption 

type ToolOption func(*Tool)

ToolOption 定义工具选项函数的类型

func ConvertYaklangCliCodeToToolOptions 

func ConvertYaklangCliCodeToToolOptions(yakCode string) []ToolOption

ConvertYaklangCliCodeToToolOptions 将 Yaklang CLI 代码转换为 aitool.ToolOption

func WithAction 

func WithAction(action string) ToolOption

func WithAnyOfStructParam 

func WithAnyOfStructParam(name string, opts []PropertyOption, itemsOpt ...[]ToolOption) ToolOption

WithAnyOfStructParam

func WithArrayParam 

func WithArrayParam(name string, itemType string, opts []PropertyOption, itemsOpt ...PropertyOption) ToolOption

func WithArrayParamEx 

func WithArrayParamEx(name string, opts []PropertyOption, itemsOpt ToolOption) ToolOption

func WithBoolParam 

func WithBoolParam(name string, opts ...PropertyOption) ToolOption

WithBoolParam adds a boolean property to the tool schema. It accepts property options to configure the boolean property's behavior and constraints.

func WithCallback 

func WithCallback(callback InvokeCallback) ToolOption

func WithDangerousNoNeedTimelineRecorded 

func WithDangerousNoNeedTimelineRecorded(i bool) ToolOption

WithDangerousNoNeedTimelineRecorded 设置工具是否需要时间线记录

func WithDangerousNoNeedUserReview 

func WithDangerousNoNeedUserReview(i bool) ToolOption

WithDangerousNoNeedUserReview 设置工具是否不需要用户审核

func WithDescription 

func WithDescription(description string) ToolOption

WithDescription 设置工具的描述信息

func WithIntegerParam 

func WithIntegerParam(name string, opts ...PropertyOption) ToolOption

WithIntegerParam adds a integer property to the tool schema. It accepts property options to configure the integer property's behavior and constraints.

func WithKVPairsParam 

func WithKVPairsParam(name string, opts ...PropertyOption) ToolOption

func WithKeywords 

func WithKeywords(keywords []string) ToolOption

WithKeywords 设置工具索引关键词

func WithNoRuntimeCallback 

func WithNoRuntimeCallback(callback NoRuntimeInvokeCallback) ToolOption

func WithNullParam 

func WithNullParam(name string, opts ...PropertyOption) ToolOption

func WithNumberArrayParam 

func WithNumberArrayParam(name string, opts ...PropertyOption) ToolOption

WithNumberArrayParam adds a number array property to the tool schema. It accepts property options to configure the number-array property's behavior and constraints.

func WithNumberParam 

func WithNumberParam(name string, opts ...PropertyOption) ToolOption

WithNumberParam adds a number property to the tool schema. It accepts property options to configure the number property's behavior and constraints.

func WithOneOfStructParam 

func WithOneOfStructParam(name string, opts []PropertyOption, itemsOpt ...[]ToolOption) ToolOption

WithOneOfStructParam

func WithPagingParam 

func WithPagingParam(name string, fieldNames []string, opts ...PropertyOption) ToolOption

func WithRawParam 

func WithRawParam(name string, object map[string]any, opts ...PropertyOption) ToolOption

WithRawParam adds a custom object property to the tool schema. It accepts property options to configure the object property's behavior and constraints.

func WithSimpleArrayParam 

func WithSimpleArrayParam(name string, itemType string, opts ...PropertyOption) ToolOption

func WithSimpleCallback 

func WithSimpleCallback(callback func(params InvokeParams, stdout io.Writer, stderr io.Writer) (any, error)) ToolOption

WithSimpleCallback 设置工具的回调函数

func WithStringArrayParam 

func WithStringArrayParam(name string, opts ...PropertyOption) ToolOption

WithStringArrayParam adds a string array property to the tool schema. It accepts property options to configure the string-array property's behavior and constraints.

func WithStringArrayParamEx 

func WithStringArrayParamEx(name string, opts []PropertyOption, itemsOpt ...PropertyOption) ToolOption

func WithStringParam 

func WithStringParam(name string, opts ...PropertyOption) ToolOption

WithStringParam adds a string property to the tool schema. It accepts property options to configure the string property's behavior and constraints.

func WithStructArrayParam 

func WithStructArrayParam(name string, opts []PropertyOption, structOpts []PropertyOption, structMembers ...ToolOption) ToolOption

func WithStructParam 

func WithStructParam(name string, opts []PropertyOption, itemsOpt ...ToolOption) ToolOption

type ToolResult 

type ToolResult struct {
	ID          int64  `json:"id"`
	Name        string `json:"name"`
	Description string `json:"description"`
	Param       any    `json:"param"`
	Success     bool   `json:"success"`
	Data        any    `json:"data,omitempty"`
	Error       string `json:"error,omitempty"`
	ToolCallID  string `json:"call_tool_id,omitempty"` // 用于标识调用的工具ID，通常是一个唯一标识符

	// shrink_similar_result 表示相似缩略信息，是相似度过高的工具调用引发的压缩。
	ShrinkSimilarResult string `json:"shrink_similar_result,omitempty"`

	// shrink_similar_result 表示缩略信息，是由于时间线内容过多引发的压缩。
	ShrinkResult string `json:"shrink_result,omitempty"`
}

ToolResult 表示工具调用的结果

func (*ToolResult) Dump 

func (t *ToolResult) Dump() string

func (*ToolResult) DumpTimelineItem 

func (t *ToolResult) DumpTimelineItem(buf io.Writer)

func (*ToolResult) GetID 

func (t *ToolResult) GetID() int64

func (*ToolResult) GetShrinkResult 

func (t *ToolResult) GetShrinkResult() string

func (*ToolResult) GetShrinkSimilarResult 

func (t *ToolResult) GetShrinkSimilarResult() string

func (*ToolResult) QuoteDescription 

func (t *ToolResult) QuoteDescription() string

func (*ToolResult) QuoteError 

func (t *ToolResult) QuoteError() string

func (*ToolResult) QuoteName 

func (t *ToolResult) QuoteName() string

func (*ToolResult) QuoteParams 

func (t *ToolResult) QuoteParams() string

func (*ToolResult) QuoteResult 

func (t *ToolResult) QuoteResult() string

func (*ToolResult) SetShrinkResult 

func (t *ToolResult) SetShrinkResult(i string)

func (*ToolResult) String 

func (t *ToolResult) String() string

func (*ToolResult) StringWithoutID 

func (t *ToolResult) StringWithoutID() string

type ToolRuntimeConfig 

type ToolRuntimeConfig struct {
	FeedBacker func(result *ypb.ExecResult) error
	RuntimeID  string
}

Source Files

View all Source files

Directories

Path Synopsis
fstools
searchtools
yaklangtools
yakscripttools
yakscripttools/metadata
yakscripttools/metadata/genmetadata

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