@@ -1,15 +1,21 @@
|
|||||||
package calculator
|
package calculator
|
||||||
|
|
||||||
import (
|
import (
|
||||||
|
"context"
|
||||||
"encoding/json"
|
"encoding/json"
|
||||||
"errors"
|
"errors"
|
||||||
"fmt"
|
"fmt"
|
||||||
"math"
|
"math"
|
||||||
|
"os"
|
||||||
|
"path/filepath"
|
||||||
"strconv"
|
"strconv"
|
||||||
"strings"
|
"strings"
|
||||||
"unicode"
|
"unicode"
|
||||||
|
|
||||||
|
agents "aichat/agenttool"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
|
"gopkg.in/yaml.v3"
|
||||||
)
|
)
|
||||||
|
|
||||||
const (
|
const (
|
||||||
@@ -17,11 +23,95 @@ const (
|
|||||||
ActivationPrompt = "执行简单、确定性的数学四则运算。当用户询问加减乘除、括号表达式、小数运算或需要准确计算表达式结果时,应直接调用此工具;不用于代数推导、方程求解、统计分析或复杂数学证明。"
|
ActivationPrompt = "执行简单、确定性的数学四则运算。当用户询问加减乘除、括号表达式、小数运算或需要准确计算表达式结果时,应直接调用此工具;不用于代数推导、方程求解、统计分析或复杂数学证明。"
|
||||||
)
|
)
|
||||||
|
|
||||||
|
type Config struct {
|
||||||
|
Enabled bool `yaml:"enabled" json:"enabled"`
|
||||||
|
ActivationPrompt string `yaml:"activation_prompt" json:"activation_prompt"`
|
||||||
|
}
|
||||||
|
|
||||||
type ToolArgs struct {
|
type ToolArgs struct {
|
||||||
Expression string `json:"expression"`
|
Expression string `json:"expression"`
|
||||||
Reason string `json:"reason"`
|
Reason string `json:"reason"`
|
||||||
}
|
}
|
||||||
|
|
||||||
|
type LoadedTool struct {
|
||||||
|
cfg *Config
|
||||||
|
}
|
||||||
|
|
||||||
|
func NewLoadedTool(cfg *Config) *LoadedTool {
|
||||||
|
if cfg == nil {
|
||||||
|
defaultCfg := defaultConfig()
|
||||||
|
cfg = &defaultCfg
|
||||||
|
}
|
||||||
|
return &LoadedTool{cfg: cfg}
|
||||||
|
}
|
||||||
|
|
||||||
|
func init() {
|
||||||
|
agents.Register(agents.Descriptor{Name: ToolName, Load: func(path string, options agents.LoadOptions) (agents.LoadedTool, error) {
|
||||||
|
cfg, err := LoadConfig(path)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
return NewLoadedTool(cfg), nil
|
||||||
|
}})
|
||||||
|
}
|
||||||
|
|
||||||
|
func defaultConfig() Config {
|
||||||
|
return Config{Enabled: true, ActivationPrompt: ActivationPrompt}
|
||||||
|
}
|
||||||
|
|
||||||
|
func LoadConfig(path string) (*Config, error) {
|
||||||
|
if _, err := os.Stat(path); err != nil {
|
||||||
|
if !os.IsNotExist(err) {
|
||||||
|
return nil, fmt.Errorf("检查计算器工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
cfg := defaultConfig()
|
||||||
|
if err := os.MkdirAll(filepath.Dir(path), 0755); err != nil {
|
||||||
|
return nil, fmt.Errorf("创建计算器工具配置目录失败: %w", err)
|
||||||
|
}
|
||||||
|
data, err := yaml.Marshal(&cfg)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("生成计算器工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
if err := os.WriteFile(path, data, 0644); err != nil {
|
||||||
|
return nil, fmt.Errorf("写入计算器工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
data, err := os.ReadFile(path)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("读取计算器工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
var cfg Config
|
||||||
|
if err := yaml.Unmarshal(data, &cfg); err != nil {
|
||||||
|
return nil, fmt.Errorf("解析计算器工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
if strings.TrimSpace(cfg.ActivationPrompt) == "" {
|
||||||
|
cfg.ActivationPrompt = ActivationPrompt
|
||||||
|
}
|
||||||
|
return &cfg, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Name() string { return ToolName }
|
||||||
|
|
||||||
|
func (t *LoadedTool) Enabled() bool { return t != nil && t.cfg != nil && t.cfg.Enabled }
|
||||||
|
|
||||||
|
func (t *LoadedTool) ToolDefinition(description string) *model.Tool {
|
||||||
|
if strings.TrimSpace(description) == "" && t != nil && t.cfg != nil {
|
||||||
|
description = t.cfg.ActivationPrompt
|
||||||
|
}
|
||||||
|
return ToolDefinition(description)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Execute(ctx context.Context, args string, runtime agents.Runtime) (string, error) {
|
||||||
|
result, err := ExecuteTool(args)
|
||||||
|
if err == nil && runtime.Emit != nil {
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "calculate", Status: "success", Message: "四则运算完成"})
|
||||||
|
}
|
||||||
|
return result, err
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) RawState() any { return nil }
|
||||||
|
|
||||||
func ToolDefinition(description string) *model.Tool {
|
func ToolDefinition(description string) *model.Tool {
|
||||||
description = strings.TrimSpace(description)
|
description = strings.TrimSpace(description)
|
||||||
if description == "" {
|
if description == "" {
|
||||||
|
|||||||
@@ -14,6 +14,8 @@ import (
|
|||||||
"sync"
|
"sync"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
|
agents "aichat/agenttool"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
"gopkg.in/yaml.v3"
|
"gopkg.in/yaml.v3"
|
||||||
)
|
)
|
||||||
@@ -82,6 +84,10 @@ type State struct {
|
|||||||
activeName string
|
activeName string
|
||||||
}
|
}
|
||||||
|
|
||||||
|
type LoadedTool struct {
|
||||||
|
state *State
|
||||||
|
}
|
||||||
|
|
||||||
type Result struct {
|
type Result struct {
|
||||||
Title string `json:"title"`
|
Title string `json:"title"`
|
||||||
URL string `json:"url"`
|
URL string `json:"url"`
|
||||||
@@ -98,6 +104,80 @@ type ToolArgs struct {
|
|||||||
Reason string `json:"reason"`
|
Reason string `json:"reason"`
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func init() {
|
||||||
|
agents.Register(agents.Descriptor{Name: ToolName, Load: func(path string, options agents.LoadOptions) (agents.LoadedTool, error) {
|
||||||
|
legacy, err := legacyProfilesFromOption(options.Value(agents.LegacySearchProfilesKey))
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
cfg, err := LoadConfig(path, legacy)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
state, err := NewState(cfg)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
return &LoadedTool{state: state}, nil
|
||||||
|
}})
|
||||||
|
}
|
||||||
|
|
||||||
|
func legacyProfilesFromOption(value any) ([]ProfileConfig, error) {
|
||||||
|
switch profiles := value.(type) {
|
||||||
|
case nil:
|
||||||
|
return nil, nil
|
||||||
|
case []ProfileConfig:
|
||||||
|
return profiles, nil
|
||||||
|
case []map[string]any:
|
||||||
|
data, err := yaml.Marshal(profiles)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("转换旧搜索配置失败: %w", err)
|
||||||
|
}
|
||||||
|
var parsed []ProfileConfig
|
||||||
|
if err := yaml.Unmarshal(data, &parsed); err != nil {
|
||||||
|
return nil, fmt.Errorf("解析旧搜索配置失败: %w", err)
|
||||||
|
}
|
||||||
|
return parsed, nil
|
||||||
|
default:
|
||||||
|
return nil, nil
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Name() string { return ToolName }
|
||||||
|
|
||||||
|
func (t *LoadedTool) Enabled() bool { return t != nil && t.state != nil && t.state.Enabled() }
|
||||||
|
|
||||||
|
func (t *LoadedTool) ToolDefinition(description string) *model.Tool {
|
||||||
|
if t == nil || t.state == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return t.state.ToolDefinition(description)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Execute(ctx context.Context, args string, runtime agents.Runtime) (string, error) {
|
||||||
|
if runtime.Emit != nil {
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "request", Status: "running", Message: "正在联网搜索"})
|
||||||
|
}
|
||||||
|
result, err := t.state.ExecuteTool(ctx, args)
|
||||||
|
if runtime.Emit != nil {
|
||||||
|
status := "success"
|
||||||
|
messageText := "联网搜索完成"
|
||||||
|
if err != nil {
|
||||||
|
status = "error"
|
||||||
|
messageText = "联网搜索失败"
|
||||||
|
}
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "results", Status: status, Message: messageText})
|
||||||
|
}
|
||||||
|
return result, err
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) RawState() any {
|
||||||
|
if t == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return t.state
|
||||||
|
}
|
||||||
|
|
||||||
type braveSearchResponse struct {
|
type braveSearchResponse struct {
|
||||||
Web struct {
|
Web struct {
|
||||||
Results []Result `json:"results"`
|
Results []Result `json:"results"`
|
||||||
|
|||||||
@@ -15,6 +15,8 @@ import (
|
|||||||
"time"
|
"time"
|
||||||
"unicode/utf8"
|
"unicode/utf8"
|
||||||
|
|
||||||
|
agents "aichat/agenttool"
|
||||||
|
|
||||||
_ "github.com/go-sql-driver/mysql"
|
_ "github.com/go-sql-driver/mysql"
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
"gopkg.in/yaml.v3"
|
"gopkg.in/yaml.v3"
|
||||||
@@ -69,6 +71,10 @@ type State struct {
|
|||||||
cacheAt time.Time
|
cacheAt time.Time
|
||||||
}
|
}
|
||||||
|
|
||||||
|
type LoadedTool struct {
|
||||||
|
state *State
|
||||||
|
}
|
||||||
|
|
||||||
type database struct {
|
type database struct {
|
||||||
cfg DatabaseConfig
|
cfg DatabaseConfig
|
||||||
db *sql.DB
|
db *sql.DB
|
||||||
@@ -90,6 +96,66 @@ type ToolArgs struct {
|
|||||||
|
|
||||||
type SQLGenerator func(ctx context.Context, prompt string, maxTokens int) (string, error)
|
type SQLGenerator func(ctx context.Context, prompt string, maxTokens int) (string, error)
|
||||||
|
|
||||||
|
func init() {
|
||||||
|
agents.Register(agents.Descriptor{Name: ToolName, Load: func(path string, options agents.LoadOptions) (agents.LoadedTool, error) {
|
||||||
|
cfg, err := LoadConfig(path)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
state, err := NewState(cfg)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
return &LoadedTool{state: state}, nil
|
||||||
|
}})
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Name() string { return ToolName }
|
||||||
|
|
||||||
|
func (t *LoadedTool) Enabled() bool { return t != nil && t.state != nil && t.state.Enabled() }
|
||||||
|
|
||||||
|
func (t *LoadedTool) ToolDefinition(description string) *model.Tool {
|
||||||
|
if t == nil || t.state == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return t.state.ToolDefinition(description)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Execute(ctx context.Context, args string, runtime agents.Runtime) (string, error) {
|
||||||
|
if runtime.Emit != nil {
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "execute", Status: "running", Message: "正在查询数据库"})
|
||||||
|
}
|
||||||
|
generator := runtime.CompleteText
|
||||||
|
if generator == nil {
|
||||||
|
return "", errors.New("SQL 查询工具缺少文本生成器")
|
||||||
|
}
|
||||||
|
result, err := t.state.ExecuteTool(ctx, args, generator)
|
||||||
|
if runtime.Emit != nil {
|
||||||
|
status := "success"
|
||||||
|
messageText := "数据库查询完成"
|
||||||
|
if err != nil {
|
||||||
|
status = "error"
|
||||||
|
messageText = "数据库查询失败"
|
||||||
|
}
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "execute", Status: status, Message: messageText})
|
||||||
|
}
|
||||||
|
return result, err
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) RawState() any {
|
||||||
|
if t == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return t.state
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Close() error {
|
||||||
|
if t == nil || t.state == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return t.state.Close()
|
||||||
|
}
|
||||||
|
|
||||||
type GenerationResult struct {
|
type GenerationResult struct {
|
||||||
Database string `json:"database"`
|
Database string `json:"database"`
|
||||||
SQL string `json:"sql"`
|
SQL string `json:"sql"`
|
||||||
|
|||||||
@@ -1,12 +1,18 @@
|
|||||||
package timeagent
|
package timeagent
|
||||||
|
|
||||||
import (
|
import (
|
||||||
|
"context"
|
||||||
"encoding/json"
|
"encoding/json"
|
||||||
"fmt"
|
"fmt"
|
||||||
|
"os"
|
||||||
|
"path/filepath"
|
||||||
"strings"
|
"strings"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
|
agents "aichat/agenttool"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
|
"gopkg.in/yaml.v3"
|
||||||
)
|
)
|
||||||
|
|
||||||
const (
|
const (
|
||||||
@@ -14,10 +20,98 @@ const (
|
|||||||
ActivationPrompt = "提供当前日期、时间和常用时间范围。当用户问题包含今天、今日、明天、昨天、本周、本月、本年、最近、历史上的今天、日程安排等相对时间表达时,应先调用此工具;如果后续还需要联网搜索或查数据库,可继续调用 search 或 sql。"
|
ActivationPrompt = "提供当前日期、时间和常用时间范围。当用户问题包含今天、今日、明天、昨天、本周、本月、本年、最近、历史上的今天、日程安排等相对时间表达时,应先调用此工具;如果后续还需要联网搜索或查数据库,可继续调用 search 或 sql。"
|
||||||
)
|
)
|
||||||
|
|
||||||
|
type Config struct {
|
||||||
|
Enabled bool `yaml:"enabled" json:"enabled"`
|
||||||
|
ActivationPrompt string `yaml:"activation_prompt" json:"activation_prompt"`
|
||||||
|
}
|
||||||
|
|
||||||
type ToolArgs struct {
|
type ToolArgs struct {
|
||||||
Reason string `json:"reason"`
|
Reason string `json:"reason"`
|
||||||
}
|
}
|
||||||
|
|
||||||
|
type LoadedTool struct {
|
||||||
|
cfg *Config
|
||||||
|
}
|
||||||
|
|
||||||
|
func NewLoadedTool(cfg *Config) *LoadedTool {
|
||||||
|
if cfg == nil {
|
||||||
|
defaultCfg := defaultConfig()
|
||||||
|
cfg = &defaultCfg
|
||||||
|
}
|
||||||
|
return &LoadedTool{cfg: cfg}
|
||||||
|
}
|
||||||
|
|
||||||
|
func init() {
|
||||||
|
agents.Register(agents.Descriptor{Name: ToolName, Load: func(path string, options agents.LoadOptions) (agents.LoadedTool, error) {
|
||||||
|
cfg, err := LoadConfig(path)
|
||||||
|
if err != nil {
|
||||||
|
return nil, err
|
||||||
|
}
|
||||||
|
return NewLoadedTool(cfg), nil
|
||||||
|
}})
|
||||||
|
}
|
||||||
|
|
||||||
|
func defaultConfig() Config {
|
||||||
|
return Config{Enabled: true, ActivationPrompt: ActivationPrompt}
|
||||||
|
}
|
||||||
|
|
||||||
|
func LoadConfig(path string) (*Config, error) {
|
||||||
|
if _, err := os.Stat(path); err != nil {
|
||||||
|
if !os.IsNotExist(err) {
|
||||||
|
return nil, fmt.Errorf("检查时间工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
cfg := defaultConfig()
|
||||||
|
if err := os.MkdirAll(filepath.Dir(path), 0755); err != nil {
|
||||||
|
return nil, fmt.Errorf("创建时间工具配置目录失败: %w", err)
|
||||||
|
}
|
||||||
|
data, err := yaml.Marshal(&cfg)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("生成时间工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
if err := os.WriteFile(path, data, 0644); err != nil {
|
||||||
|
return nil, fmt.Errorf("写入时间工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
data, err := os.ReadFile(path)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("读取时间工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
var cfg Config
|
||||||
|
if err := yaml.Unmarshal(data, &cfg); err != nil {
|
||||||
|
return nil, fmt.Errorf("解析时间工具配置失败: %w", err)
|
||||||
|
}
|
||||||
|
if strings.TrimSpace(cfg.ActivationPrompt) == "" {
|
||||||
|
cfg.ActivationPrompt = ActivationPrompt
|
||||||
|
}
|
||||||
|
return &cfg, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Name() string { return ToolName }
|
||||||
|
|
||||||
|
func (t *LoadedTool) Enabled() bool { return t != nil && t.cfg != nil && t.cfg.Enabled }
|
||||||
|
|
||||||
|
func (t *LoadedTool) ToolDefinition(description string) *model.Tool {
|
||||||
|
if strings.TrimSpace(description) == "" && t != nil && t.cfg != nil {
|
||||||
|
description = t.cfg.ActivationPrompt
|
||||||
|
}
|
||||||
|
return ToolDefinition(description)
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) Execute(ctx context.Context, args string, runtime agents.Runtime) (string, error) {
|
||||||
|
now := runtime.Now
|
||||||
|
if now.IsZero() {
|
||||||
|
now = time.Now()
|
||||||
|
}
|
||||||
|
result, err := ExecuteTool(args, now)
|
||||||
|
if err == nil && runtime.Emit != nil {
|
||||||
|
runtime.Emit(agents.Frame{Type: "trace", Tool: ToolName, Stage: "resolve", Status: "success", Message: "已获取当前时间上下文"})
|
||||||
|
}
|
||||||
|
return result, err
|
||||||
|
}
|
||||||
|
|
||||||
|
func (t *LoadedTool) RawState() any { return nil }
|
||||||
|
|
||||||
type Range struct {
|
type Range struct {
|
||||||
Start time.Time
|
Start time.Time
|
||||||
End time.Time
|
End time.Time
|
||||||
|
|||||||
@@ -0,0 +1,100 @@
|
|||||||
|
package agenttool
|
||||||
|
|
||||||
|
import (
|
||||||
|
"context"
|
||||||
|
"fmt"
|
||||||
|
"sort"
|
||||||
|
"strings"
|
||||||
|
"sync"
|
||||||
|
"time"
|
||||||
|
|
||||||
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
|
)
|
||||||
|
|
||||||
|
const LegacySearchProfilesKey = "legacy_search_profiles"
|
||||||
|
|
||||||
|
type LoadOptions struct {
|
||||||
|
Values map[string]any
|
||||||
|
}
|
||||||
|
|
||||||
|
func (o LoadOptions) Value(key string) any {
|
||||||
|
if o.Values == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return o.Values[key]
|
||||||
|
}
|
||||||
|
|
||||||
|
type Frame struct {
|
||||||
|
Type string
|
||||||
|
Tool string
|
||||||
|
Stage string
|
||||||
|
Status string
|
||||||
|
Message string
|
||||||
|
Data map[string]any
|
||||||
|
Error string
|
||||||
|
Text string
|
||||||
|
}
|
||||||
|
|
||||||
|
type EmitFunc func(frame any)
|
||||||
|
|
||||||
|
type Runtime struct {
|
||||||
|
Profile any
|
||||||
|
CompleteText func(context.Context, string, int) (string, error)
|
||||||
|
Emit EmitFunc
|
||||||
|
Now time.Time
|
||||||
|
}
|
||||||
|
|
||||||
|
type LoadedTool interface {
|
||||||
|
Name() string
|
||||||
|
Enabled() bool
|
||||||
|
ToolDefinition(description string) *model.Tool
|
||||||
|
Execute(context.Context, string, Runtime) (string, error)
|
||||||
|
RawState() any
|
||||||
|
}
|
||||||
|
|
||||||
|
type Descriptor struct {
|
||||||
|
Name string
|
||||||
|
Load func(path string, options LoadOptions) (LoadedTool, error)
|
||||||
|
}
|
||||||
|
|
||||||
|
var (
|
||||||
|
registryMu sync.RWMutex
|
||||||
|
registry = map[string]Descriptor{}
|
||||||
|
)
|
||||||
|
|
||||||
|
func Register(descriptor Descriptor) {
|
||||||
|
name := strings.ToLower(strings.TrimSpace(descriptor.Name))
|
||||||
|
if name == "" {
|
||||||
|
panic("agenttool: tool name is empty")
|
||||||
|
}
|
||||||
|
if descriptor.Load == nil {
|
||||||
|
panic(fmt.Sprintf("agenttool: %s load function is nil", name))
|
||||||
|
}
|
||||||
|
descriptor.Name = name
|
||||||
|
|
||||||
|
registryMu.Lock()
|
||||||
|
defer registryMu.Unlock()
|
||||||
|
if _, ok := registry[name]; ok {
|
||||||
|
panic(fmt.Sprintf("agenttool: tool %s already registered", name))
|
||||||
|
}
|
||||||
|
registry[name] = descriptor
|
||||||
|
}
|
||||||
|
|
||||||
|
func Lookup(name string) (Descriptor, bool) {
|
||||||
|
registryMu.RLock()
|
||||||
|
defer registryMu.RUnlock()
|
||||||
|
descriptor, ok := registry[strings.ToLower(strings.TrimSpace(name))]
|
||||||
|
return descriptor, ok
|
||||||
|
}
|
||||||
|
|
||||||
|
func Names() []string {
|
||||||
|
registryMu.RLock()
|
||||||
|
defer registryMu.RUnlock()
|
||||||
|
|
||||||
|
names := make([]string, 0, len(registry))
|
||||||
|
for name := range registry {
|
||||||
|
names = append(names, name)
|
||||||
|
}
|
||||||
|
sort.Strings(names)
|
||||||
|
return names
|
||||||
|
}
|
||||||
+6
-53
@@ -5,8 +5,6 @@ import (
|
|||||||
"os"
|
"os"
|
||||||
"strings"
|
"strings"
|
||||||
|
|
||||||
searchagent "aichat/agents/search"
|
|
||||||
|
|
||||||
"gopkg.in/yaml.v3"
|
"gopkg.in/yaml.v3"
|
||||||
)
|
)
|
||||||
|
|
||||||
@@ -17,10 +15,7 @@ const (
|
|||||||
defaultToolRouterTimeout = 30
|
defaultToolRouterTimeout = 30
|
||||||
defaultToolRouterMaxTokens = 512
|
defaultToolRouterMaxTokens = 512
|
||||||
defaultToolRouterSystemText = `你可以按需直接调用可用工具来回答用户问题。
|
defaultToolRouterSystemText = `你可以按需直接调用可用工具来回答用户问题。
|
||||||
用户询问简单数学计算、四则运算、加减乘除、括号表达式或明确要求算出数值结果时,调用 calculator。
|
每个工具的 description 描述了它的适用场景和调用条件。
|
||||||
如果用户问题包含今天、今日、明天、昨天、本周、本月、本年、最近等相对时间,且后续需要搜索或查询数据库,应先调用 time 获取绝对日期范围。
|
|
||||||
需要实时网页资料、新闻、当前版本、近期事件、网页核验或用户明确要求联网时,调用 search。
|
|
||||||
需要查询本地业务数据、日程、会议、待办、记录、统计或时间范围内数据时,调用 sql。
|
|
||||||
工具结果优先于模型内置知识;工具失败时必须如实说明,不要编造结果。
|
工具结果优先于模型内置知识;工具失败时必须如实说明,不要编造结果。
|
||||||
只调用确实必要的工具。`
|
只调用确实必要的工具。`
|
||||||
)
|
)
|
||||||
@@ -44,7 +39,7 @@ type ToolRouterConfig struct {
|
|||||||
Timeout int `yaml:"timeout" json:"timeout"`
|
Timeout int `yaml:"timeout" json:"timeout"`
|
||||||
MaxTokens int `yaml:"max_tokens" json:"max_tokens"`
|
MaxTokens int `yaml:"max_tokens" json:"max_tokens"`
|
||||||
SystemPrompt string `yaml:"system_prompt" json:"system_prompt"`
|
SystemPrompt string `yaml:"system_prompt" json:"system_prompt"`
|
||||||
Tools []ToolRouteConfig `yaml:"tools" json:"tools"`
|
Tools []ToolRouteConfig `yaml:"tools,omitempty" json:"tools,omitempty"`
|
||||||
}
|
}
|
||||||
|
|
||||||
type ToolRouteConfig struct {
|
type ToolRouteConfig struct {
|
||||||
@@ -105,12 +100,6 @@ func DefaultToolRouterConfig() ToolRouterConfig {
|
|||||||
Timeout: defaultToolRouterTimeout,
|
Timeout: defaultToolRouterTimeout,
|
||||||
MaxTokens: defaultToolRouterMaxTokens,
|
MaxTokens: defaultToolRouterMaxTokens,
|
||||||
SystemPrompt: defaultToolRouterSystemText,
|
SystemPrompt: defaultToolRouterSystemText,
|
||||||
Tools: []ToolRouteConfig{
|
|
||||||
{Name: "calculator", Enabled: true, Description: ""},
|
|
||||||
{Name: "time", Enabled: true, Description: ""},
|
|
||||||
{Name: "search", Enabled: true, Description: ""},
|
|
||||||
{Name: "sql", Enabled: true, Description: ""},
|
|
||||||
},
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
@@ -123,7 +112,7 @@ func Default() Config {
|
|||||||
return cfg
|
return cfg
|
||||||
}
|
}
|
||||||
|
|
||||||
func Load(path string) (*Config, []searchagent.ProfileConfig, error) {
|
func Load(path string) (*Config, []map[string]any, error) {
|
||||||
if err := ensureFile(path); err != nil {
|
if err := ensureFile(path); err != nil {
|
||||||
return nil, nil, err
|
return nil, nil, err
|
||||||
}
|
}
|
||||||
@@ -285,7 +274,6 @@ func NormalizeToolRouterConfig(cfg *Config) (bool, error) {
|
|||||||
|
|
||||||
func normalizeToolRouterConfig(cfg *Config) (bool, error) {
|
func normalizeToolRouterConfig(cfg *Config) (bool, error) {
|
||||||
changed := false
|
changed := false
|
||||||
defaults := DefaultToolRouterConfig()
|
|
||||||
cfg.ToolRouter.OpenAIName = strings.TrimSpace(cfg.ToolRouter.OpenAIName)
|
cfg.ToolRouter.OpenAIName = strings.TrimSpace(cfg.ToolRouter.OpenAIName)
|
||||||
if cfg.ToolRouter.Timeout <= 0 {
|
if cfg.ToolRouter.Timeout <= 0 {
|
||||||
cfg.ToolRouter.Timeout = defaultToolRouterTimeout
|
cfg.ToolRouter.Timeout = defaultToolRouterTimeout
|
||||||
@@ -303,10 +291,6 @@ func normalizeToolRouterConfig(cfg *Config) (bool, error) {
|
|||||||
cfg.ToolRouter.SystemPrompt = systemPrompt
|
cfg.ToolRouter.SystemPrompt = systemPrompt
|
||||||
changed = true
|
changed = true
|
||||||
}
|
}
|
||||||
if len(cfg.ToolRouter.Tools) == 0 {
|
|
||||||
cfg.ToolRouter.Tools = defaults.Tools
|
|
||||||
changed = true
|
|
||||||
}
|
|
||||||
seen := map[string]bool{}
|
seen := map[string]bool{}
|
||||||
for i := range cfg.ToolRouter.Tools {
|
for i := range cfg.ToolRouter.Tools {
|
||||||
tool := &cfg.ToolRouter.Tools[i]
|
tool := &cfg.ToolRouter.Tools[i]
|
||||||
@@ -324,48 +308,17 @@ func normalizeToolRouterConfig(cfg *Config) (bool, error) {
|
|||||||
}
|
}
|
||||||
seen[name] = true
|
seen[name] = true
|
||||||
}
|
}
|
||||||
byName := map[string]ToolRouteConfig{}
|
|
||||||
for _, tool := range cfg.ToolRouter.Tools {
|
|
||||||
byName[tool.Name] = tool
|
|
||||||
}
|
|
||||||
merged := make([]ToolRouteConfig, 0, len(cfg.ToolRouter.Tools)+len(defaults.Tools))
|
|
||||||
used := map[string]bool{}
|
|
||||||
for _, tool := range defaults.Tools {
|
|
||||||
if existing, ok := byName[tool.Name]; ok {
|
|
||||||
merged = append(merged, existing)
|
|
||||||
} else {
|
|
||||||
merged = append(merged, tool)
|
|
||||||
changed = true
|
|
||||||
}
|
|
||||||
used[tool.Name] = true
|
|
||||||
}
|
|
||||||
for _, tool := range cfg.ToolRouter.Tools {
|
|
||||||
if !used[tool.Name] {
|
|
||||||
merged = append(merged, tool)
|
|
||||||
}
|
|
||||||
}
|
|
||||||
if len(merged) != len(cfg.ToolRouter.Tools) {
|
|
||||||
changed = true
|
|
||||||
} else {
|
|
||||||
for i := range merged {
|
|
||||||
if merged[i].Name != cfg.ToolRouter.Tools[i].Name {
|
|
||||||
changed = true
|
|
||||||
break
|
|
||||||
}
|
|
||||||
}
|
|
||||||
}
|
|
||||||
cfg.ToolRouter.Tools = merged
|
|
||||||
return changed, nil
|
return changed, nil
|
||||||
}
|
}
|
||||||
|
|
||||||
func readLegacySearchProfiles(data []byte) []searchagent.ProfileConfig {
|
func readLegacySearchProfiles(data []byte) []map[string]any {
|
||||||
var legacy struct {
|
var legacy struct {
|
||||||
Search searchagent.ProfileConfigs `yaml:"search"`
|
Search []map[string]any `yaml:"search"`
|
||||||
}
|
}
|
||||||
if err := yaml.Unmarshal(data, &legacy); err != nil {
|
if err := yaml.Unmarshal(data, &legacy); err != nil {
|
||||||
return nil
|
return nil
|
||||||
}
|
}
|
||||||
return []searchagent.ProfileConfig(legacy.Search)
|
return legacy.Search
|
||||||
}
|
}
|
||||||
|
|
||||||
func Write(path string, cfg Config) error {
|
func Write(path string, cfg Config) error {
|
||||||
|
|||||||
@@ -5,12 +5,12 @@ import (
|
|||||||
"os"
|
"os"
|
||||||
"strings"
|
"strings"
|
||||||
|
|
||||||
searchagent "aichat/agents/search"
|
agents "aichat/agenttool"
|
||||||
sqlquery "aichat/agents/sql"
|
|
||||||
"aichat/config"
|
"aichat/config"
|
||||||
"aichat/conversation"
|
"aichat/conversation"
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
"aichat/server"
|
"aichat/server"
|
||||||
|
"aichat/toolmanager"
|
||||||
"aichat/toolrouter"
|
"aichat/toolrouter"
|
||||||
)
|
)
|
||||||
|
|
||||||
@@ -27,27 +27,12 @@ func main() {
|
|||||||
fmt.Fprintln(os.Stderr, "OpenAI 配置初始化失败:", err)
|
fmt.Fprintln(os.Stderr, "OpenAI 配置初始化失败:", err)
|
||||||
os.Exit(1)
|
os.Exit(1)
|
||||||
}
|
}
|
||||||
searchConfig, err := searchagent.LoadConfig("agents/search/config.yaml", legacySearchProfiles)
|
toolManager, err := toolmanager.Load("agents", agents.LoadOptions{Values: map[string]any{agents.LegacySearchProfilesKey: legacySearchProfiles}})
|
||||||
if err != nil {
|
if err != nil {
|
||||||
fmt.Fprintln(os.Stderr, "联网搜索配置加载失败:", err)
|
fmt.Fprintln(os.Stderr, "工具加载失败:", err)
|
||||||
os.Exit(1)
|
os.Exit(1)
|
||||||
}
|
}
|
||||||
searchState, err := searchagent.NewState(searchConfig)
|
defer toolManager.Close()
|
||||||
if err != nil {
|
|
||||||
fmt.Fprintln(os.Stderr, "联网搜索初始化失败:", err)
|
|
||||||
os.Exit(1)
|
|
||||||
}
|
|
||||||
sqlConfig, err := sqlquery.LoadConfig("agents/sql/config.yaml")
|
|
||||||
if err != nil {
|
|
||||||
fmt.Fprintln(os.Stderr, "SQL 查询插件配置加载失败:", err)
|
|
||||||
os.Exit(1)
|
|
||||||
}
|
|
||||||
sqlState, err := sqlquery.NewState(sqlConfig)
|
|
||||||
if err != nil {
|
|
||||||
fmt.Fprintln(os.Stderr, "SQL 查询插件初始化失败:", err)
|
|
||||||
os.Exit(1)
|
|
||||||
}
|
|
||||||
defer sqlState.Close()
|
|
||||||
toolRouterState, err := toolrouter.NewState(&cfg.ToolRouter, aiState)
|
toolRouterState, err := toolrouter.NewState(&cfg.ToolRouter, aiState)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
fmt.Fprintln(os.Stderr, "工具路由配置初始化失败:", err)
|
fmt.Fprintln(os.Stderr, "工具路由配置初始化失败:", err)
|
||||||
@@ -55,7 +40,7 @@ func main() {
|
|||||||
}
|
}
|
||||||
store := conversation.NewStore("conversations")
|
store := conversation.NewStore("conversations")
|
||||||
|
|
||||||
app := server.New(cfg, aiState, searchState, sqlState, toolRouterState, store)
|
app := server.New(cfg, aiState, toolManager, toolRouterState, store)
|
||||||
cfg.Server.Mode = strings.ToLower(cfg.Server.Mode)
|
cfg.Server.Mode = strings.ToLower(cfg.Server.Mode)
|
||||||
if err := app.Run(); err != nil {
|
if err := app.Run(); err != nil {
|
||||||
fmt.Fprintln(os.Stderr, "服务异常退出:", err)
|
fmt.Fprintln(os.Stderr, "服务异常退出:", err)
|
||||||
|
|||||||
+23
-13
@@ -7,10 +7,13 @@ import (
|
|||||||
"testing"
|
"testing"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
|
"aichat/agents/time"
|
||||||
|
agents "aichat/agenttool"
|
||||||
"aichat/config"
|
"aichat/config"
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
"aichat/message"
|
"aichat/message"
|
||||||
"aichat/stream"
|
"aichat/stream"
|
||||||
|
"aichat/toolmanager"
|
||||||
"aichat/toolrouter"
|
"aichat/toolrouter"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
@@ -18,6 +21,13 @@ import (
|
|||||||
|
|
||||||
const testOpenAIBaseURL = "https://ark.cn-beijing.volces.com/api/v3"
|
const testOpenAIBaseURL = "https://ark.cn-beijing.volces.com/api/v3"
|
||||||
|
|
||||||
|
func newTestToolManager(tools ...agents.LoadedTool) *toolmanager.Manager {
|
||||||
|
if len(tools) == 0 {
|
||||||
|
tools = []agents.LoadedTool{timeagent.NewLoadedTool(nil)}
|
||||||
|
}
|
||||||
|
return toolmanager.NewForTest(tools...)
|
||||||
|
}
|
||||||
|
|
||||||
func newTestAI(t *testing.T, configs []config.OpenAIConfig) *llm.State {
|
func newTestAI(t *testing.T, configs []config.OpenAIConfig) *llm.State {
|
||||||
t.Helper()
|
t.Helper()
|
||||||
ai, err := llm.NewState(configs)
|
ai, err := llm.NewState(configs)
|
||||||
@@ -46,7 +56,7 @@ func TestNormalizeToolRouterConfigDefaults(t *testing.T) {
|
|||||||
if strings.TrimSpace(cfg.ToolRouter.SystemPrompt) == "" {
|
if strings.TrimSpace(cfg.ToolRouter.SystemPrompt) == "" {
|
||||||
t.Fatal("system prompt should be defaulted")
|
t.Fatal("system prompt should be defaulted")
|
||||||
}
|
}
|
||||||
if len(cfg.ToolRouter.Tools) != 4 || cfg.ToolRouter.Tools[0].Name != "calculator" || cfg.ToolRouter.Tools[1].Name != "time" || cfg.ToolRouter.Tools[2].Name != "search" || cfg.ToolRouter.Tools[3].Name != "sql" || !cfg.ToolRouter.Tools[0].Enabled || !cfg.ToolRouter.Tools[1].Enabled || !cfg.ToolRouter.Tools[2].Enabled || !cfg.ToolRouter.Tools[3].Enabled {
|
if len(cfg.ToolRouter.Tools) != 0 {
|
||||||
t.Fatalf("unexpected tools: %#v", cfg.ToolRouter.Tools)
|
t.Fatalf("unexpected tools: %#v", cfg.ToolRouter.Tools)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -66,14 +76,14 @@ func TestNormalizeOpenAIConfigDefaultsContextWindow(t *testing.T) {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
func TestNormalizeToolRouterConfigAddsCalculatorAndTimeBeforeSQL(t *testing.T) {
|
func TestNormalizeToolRouterConfigKeepsConfiguredTools(t *testing.T) {
|
||||||
cfg := &config.Config{ToolRouter: config.ToolRouterConfig{
|
cfg := &config.Config{ToolRouter: config.ToolRouterConfig{
|
||||||
Enabled: true,
|
Enabled: true,
|
||||||
Timeout: 1,
|
Timeout: 1,
|
||||||
MaxTokens: 1,
|
MaxTokens: 1,
|
||||||
SystemPrompt: "tools",
|
SystemPrompt: "tools",
|
||||||
Tools: []config.ToolRouteConfig{
|
Tools: []config.ToolRouteConfig{
|
||||||
{Name: "search", Enabled: true},
|
{Name: " Search ", Enabled: true},
|
||||||
{Name: "sql", Enabled: true},
|
{Name: "sql", Enabled: true},
|
||||||
},
|
},
|
||||||
}}
|
}}
|
||||||
@@ -82,9 +92,9 @@ func TestNormalizeToolRouterConfigAddsCalculatorAndTimeBeforeSQL(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
if !changed {
|
if !changed {
|
||||||
t.Fatal("expected calculator and time tools to be added")
|
t.Fatal("expected configured tools to be normalized")
|
||||||
}
|
}
|
||||||
if len(cfg.ToolRouter.Tools) < 4 || cfg.ToolRouter.Tools[0].Name != "calculator" || cfg.ToolRouter.Tools[1].Name != "time" || cfg.ToolRouter.Tools[3].Name != "sql" {
|
if len(cfg.ToolRouter.Tools) != 2 || cfg.ToolRouter.Tools[0].Name != "search" || cfg.ToolRouter.Tools[1].Name != "sql" {
|
||||||
t.Fatalf("unexpected tool order: %#v", cfg.ToolRouter.Tools)
|
t.Fatalf("unexpected tool order: %#v", cfg.ToolRouter.Tools)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -121,15 +131,15 @@ func TestAvailableAgentToolsUsesConfigOrderAndEnabled(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|
||||||
tools := toolrouter.AvailableAgentTools(router, ai.ActiveProfile(), nil, nil, nil)
|
tools := toolrouter.AvailableAgentTools(router, ai.ActiveProfile(), newTestToolManager(), nil)
|
||||||
if len(tools) != 2 {
|
if len(tools) != 1 {
|
||||||
t.Fatalf("tools length = %d", len(tools))
|
t.Fatalf("tools length = %d", len(tools))
|
||||||
}
|
}
|
||||||
if tools[0].Name() != "calculator" || tools[1].Name() != "time" {
|
if tools[0].Name() != "time" {
|
||||||
t.Fatalf("unexpected tools: %#v", tools)
|
t.Fatalf("unexpected tools: %#v", tools)
|
||||||
}
|
}
|
||||||
definition := tools[0].Definition()
|
definition := tools[0].Definition()
|
||||||
if definition.Function == nil || definition.Function.Description != "custom calculator" {
|
if definition.Function == nil || definition.Function.Description != "custom time" {
|
||||||
t.Fatalf("unexpected definition: %#v", definition)
|
t.Fatalf("unexpected definition: %#v", definition)
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
@@ -160,7 +170,7 @@ func TestRunAgentToolLoopAppendsToolMessages(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|
||||||
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天几号"}}, nil, nil, nil)
|
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天几号"}}, newTestToolManager(), nil)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
@@ -208,7 +218,7 @@ func TestRunAgentToolLoopMaxIterations(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|
||||||
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天"}}, nil, nil, nil)
|
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天"}}, newTestToolManager(), nil)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
@@ -344,7 +354,7 @@ func TestRunAgentToolLoopImageUsesTextOnlyDecisionMessages(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|
||||||
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "描述这张图", ImageURL: "data:image/png;base64,aGVsbG8="}}, nil, nil, nil)
|
messages, err := toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "描述这张图", ImageURL: "data:image/png;base64,aGVsbG8="}}, newTestToolManager(), nil)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
@@ -381,7 +391,7 @@ func TestRunAgentToolLoopUsesConfiguredRouterProfile(t *testing.T) {
|
|||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|
||||||
_, err = toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天"}}, nil, nil, nil)
|
_, err = toolrouter.RunAgentToolLoop(context.Background(), router, ai.ActiveProfile(), []message.ChatMessage{{Role: "user", Content: "今天"}}, newTestToolManager(), nil)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
t.Fatal(err)
|
t.Fatal(err)
|
||||||
}
|
}
|
||||||
|
|||||||
+26
-3
@@ -10,6 +10,7 @@ import (
|
|||||||
"strings"
|
"strings"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
|
searchagent "aichat/agents/search"
|
||||||
"aichat/contextwindow"
|
"aichat/contextwindow"
|
||||||
"aichat/conversation"
|
"aichat/conversation"
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
@@ -61,17 +62,39 @@ func (s *Server) switchOpenAIHandler(c *gin.Context) {
|
|||||||
})
|
})
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func (s *Server) searchState() (*searchagent.State, bool) {
|
||||||
|
if s == nil || s.toolManager == nil {
|
||||||
|
return nil, false
|
||||||
|
}
|
||||||
|
raw, ok := s.toolManager.RawState(searchagent.ToolName)
|
||||||
|
if !ok {
|
||||||
|
return nil, false
|
||||||
|
}
|
||||||
|
state, ok := raw.(*searchagent.State)
|
||||||
|
return state, ok && state != nil
|
||||||
|
}
|
||||||
|
|
||||||
func (s *Server) listSearchHandler(c *gin.Context) {
|
func (s *Server) listSearchHandler(c *gin.Context) {
|
||||||
c.JSON(http.StatusOK, s.searchState.ListProfiles())
|
state, ok := s.searchState()
|
||||||
|
if !ok {
|
||||||
|
c.JSON(http.StatusOK, searchagent.ListResponse{})
|
||||||
|
return
|
||||||
|
}
|
||||||
|
c.JSON(http.StatusOK, state.ListProfiles())
|
||||||
}
|
}
|
||||||
|
|
||||||
func (s *Server) switchSearchHandler(c *gin.Context) {
|
func (s *Server) switchSearchHandler(c *gin.Context) {
|
||||||
|
state, ok := s.searchState()
|
||||||
|
if !ok {
|
||||||
|
c.JSON(http.StatusBadRequest, gin.H{"error": "搜索工具未加载"})
|
||||||
|
return
|
||||||
|
}
|
||||||
var req activeProfileRequest
|
var req activeProfileRequest
|
||||||
if err := c.ShouldBindJSON(&req); err != nil {
|
if err := c.ShouldBindJSON(&req); err != nil {
|
||||||
c.JSON(http.StatusBadRequest, gin.H{"error": "请求格式错误: " + err.Error()})
|
c.JSON(http.StatusBadRequest, gin.H{"error": "请求格式错误: " + err.Error()})
|
||||||
return
|
return
|
||||||
}
|
}
|
||||||
profile, err := s.searchState.SwitchActive(req.Name)
|
profile, err := state.SwitchActive(req.Name)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
|
c.JSON(http.StatusBadRequest, gin.H{"error": err.Error()})
|
||||||
return
|
return
|
||||||
@@ -219,7 +242,7 @@ func (s *Server) chatHandler(c *gin.Context) {
|
|||||||
contextMessages = chatWindow.ChatMessages
|
contextMessages = chatWindow.ChatMessages
|
||||||
|
|
||||||
// 用 Function Calling 工具循环替代旧的路由+隐藏上下文机制
|
// 用 Function Calling 工具循环替代旧的路由+隐藏上下文机制
|
||||||
messages, err := toolrouter.RunAgentToolLoop(ctx, s.toolRouterState, profile, contextMessages, s.searchState, s.sqlState, emit)
|
messages, err := toolrouter.RunAgentToolLoop(ctx, s.toolRouterState, profile, contextMessages, s.toolManager, emit)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
fmt.Fprintln(os.Stderr, "Agent 工具循环失败:", err)
|
fmt.Fprintln(os.Stderr, "Agent 工具循环失败:", err)
|
||||||
messages, err = message.BuildArkMessages(contextMessages)
|
messages, err = message.BuildArkMessages(contextMessages)
|
||||||
|
|||||||
+4
-7
@@ -6,11 +6,10 @@ import (
|
|||||||
"net/http"
|
"net/http"
|
||||||
"os"
|
"os"
|
||||||
|
|
||||||
searchagent "aichat/agents/search"
|
|
||||||
sqlquery "aichat/agents/sql"
|
|
||||||
"aichat/config"
|
"aichat/config"
|
||||||
"aichat/conversation"
|
"aichat/conversation"
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
|
"aichat/toolmanager"
|
||||||
"aichat/toolrouter"
|
"aichat/toolrouter"
|
||||||
|
|
||||||
"github.com/gin-gonic/gin"
|
"github.com/gin-gonic/gin"
|
||||||
@@ -19,19 +18,17 @@ import (
|
|||||||
type Server struct {
|
type Server struct {
|
||||||
cfg *config.Config
|
cfg *config.Config
|
||||||
aiState *llm.State
|
aiState *llm.State
|
||||||
searchState *searchagent.State
|
toolManager *toolmanager.Manager
|
||||||
sqlState *sqlquery.State
|
|
||||||
toolRouterState *toolrouter.State
|
toolRouterState *toolrouter.State
|
||||||
store *conversation.Store
|
store *conversation.Store
|
||||||
router *gin.Engine
|
router *gin.Engine
|
||||||
}
|
}
|
||||||
|
|
||||||
func New(cfg *config.Config, aiState *llm.State, searchState *searchagent.State, sqlState *sqlquery.State, toolRouterState *toolrouter.State, store *conversation.Store) *Server {
|
func New(cfg *config.Config, aiState *llm.State, toolManager *toolmanager.Manager, toolRouterState *toolrouter.State, store *conversation.Store) *Server {
|
||||||
s := &Server{
|
s := &Server{
|
||||||
cfg: cfg,
|
cfg: cfg,
|
||||||
aiState: aiState,
|
aiState: aiState,
|
||||||
searchState: searchState,
|
toolManager: toolManager,
|
||||||
sqlState: sqlState,
|
|
||||||
toolRouterState: toolRouterState,
|
toolRouterState: toolRouterState,
|
||||||
store: store,
|
store: store,
|
||||||
router: gin.Default(),
|
router: gin.Default(),
|
||||||
|
|||||||
@@ -0,0 +1,125 @@
|
|||||||
|
package toolmanager
|
||||||
|
|
||||||
|
import (
|
||||||
|
"errors"
|
||||||
|
"fmt"
|
||||||
|
"os"
|
||||||
|
"path/filepath"
|
||||||
|
"sort"
|
||||||
|
"strings"
|
||||||
|
|
||||||
|
_ "aichat/agents/calculator"
|
||||||
|
_ "aichat/agents/search"
|
||||||
|
_ "aichat/agents/sql"
|
||||||
|
_ "aichat/agents/time"
|
||||||
|
agents "aichat/agenttool"
|
||||||
|
)
|
||||||
|
|
||||||
|
type Manager struct {
|
||||||
|
tools map[string]agents.LoadedTool
|
||||||
|
order []string
|
||||||
|
}
|
||||||
|
|
||||||
|
func Load(root string, options agents.LoadOptions) (*Manager, error) {
|
||||||
|
entries, err := os.ReadDir(root)
|
||||||
|
if err != nil {
|
||||||
|
return nil, fmt.Errorf("扫描工具目录失败: %w", err)
|
||||||
|
}
|
||||||
|
|
||||||
|
manager := &Manager{tools: map[string]agents.LoadedTool{}}
|
||||||
|
for _, entry := range entries {
|
||||||
|
if !entry.IsDir() {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
name := strings.ToLower(strings.TrimSpace(entry.Name()))
|
||||||
|
descriptor, ok := agents.Lookup(name)
|
||||||
|
if !ok {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
tool, err := descriptor.Load(filepath.Join(root, entry.Name(), "config.yaml"), options)
|
||||||
|
if err != nil {
|
||||||
|
manager.Close()
|
||||||
|
return nil, fmt.Errorf("加载工具 %s 失败: %w", name, err)
|
||||||
|
}
|
||||||
|
if tool == nil {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
toolName := strings.ToLower(strings.TrimSpace(tool.Name()))
|
||||||
|
if toolName == "" {
|
||||||
|
toolName = name
|
||||||
|
}
|
||||||
|
if _, ok := manager.tools[toolName]; ok {
|
||||||
|
manager.Close()
|
||||||
|
return nil, fmt.Errorf("工具名称重复: %s", toolName)
|
||||||
|
}
|
||||||
|
manager.tools[toolName] = tool
|
||||||
|
manager.order = append(manager.order, toolName)
|
||||||
|
}
|
||||||
|
return manager, nil
|
||||||
|
}
|
||||||
|
|
||||||
|
func NewForTest(tools ...agents.LoadedTool) *Manager {
|
||||||
|
manager := &Manager{tools: map[string]agents.LoadedTool{}}
|
||||||
|
for _, tool := range tools {
|
||||||
|
if tool == nil {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
name := strings.ToLower(strings.TrimSpace(tool.Name()))
|
||||||
|
if name == "" {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
if _, ok := manager.tools[name]; !ok {
|
||||||
|
manager.order = append(manager.order, name)
|
||||||
|
}
|
||||||
|
manager.tools[name] = tool
|
||||||
|
}
|
||||||
|
return manager
|
||||||
|
}
|
||||||
|
|
||||||
|
func (m *Manager) Tools() []agents.LoadedTool {
|
||||||
|
if m == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
tools := make([]agents.LoadedTool, 0, len(m.order))
|
||||||
|
for _, name := range m.order {
|
||||||
|
if tool := m.tools[name]; tool != nil {
|
||||||
|
tools = append(tools, tool)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return tools
|
||||||
|
}
|
||||||
|
|
||||||
|
func (m *Manager) Get(name string) (agents.LoadedTool, bool) {
|
||||||
|
if m == nil {
|
||||||
|
return nil, false
|
||||||
|
}
|
||||||
|
tool, ok := m.tools[strings.ToLower(strings.TrimSpace(name))]
|
||||||
|
return tool, ok
|
||||||
|
}
|
||||||
|
|
||||||
|
func (m *Manager) RawState(name string) (any, bool) {
|
||||||
|
tool, ok := m.Get(name)
|
||||||
|
if !ok || tool == nil {
|
||||||
|
return nil, false
|
||||||
|
}
|
||||||
|
return tool.RawState(), true
|
||||||
|
}
|
||||||
|
|
||||||
|
func (m *Manager) Close() error {
|
||||||
|
if m == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
var errs []string
|
||||||
|
for _, tool := range m.Tools() {
|
||||||
|
if closer, ok := tool.(interface{ Close() error }); ok {
|
||||||
|
if err := closer.Close(); err != nil {
|
||||||
|
errs = append(errs, err.Error())
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
if len(errs) > 0 {
|
||||||
|
sort.Strings(errs)
|
||||||
|
return errors.New(strings.Join(errs, "; "))
|
||||||
|
}
|
||||||
|
return nil
|
||||||
|
}
|
||||||
+3
-4
@@ -6,11 +6,10 @@ import (
|
|||||||
"strings"
|
"strings"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
searchagent "aichat/agents/search"
|
|
||||||
sqlquery "aichat/agents/sql"
|
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
"aichat/message"
|
"aichat/message"
|
||||||
"aichat/stream"
|
"aichat/stream"
|
||||||
|
"aichat/toolmanager"
|
||||||
"aichat/utils"
|
"aichat/utils"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
@@ -18,7 +17,7 @@ import (
|
|||||||
|
|
||||||
const maxAgentToolIterations = 6
|
const maxAgentToolIterations = 6
|
||||||
|
|
||||||
func RunAgentToolLoop(ctx context.Context, state *State, profile *llm.Profile, chatMessages []message.ChatMessage, searchState *searchagent.State, sqlState *sqlquery.State, emit stream.EmitFunc) ([]*model.ChatCompletionMessage, error) {
|
func RunAgentToolLoop(ctx context.Context, state *State, profile *llm.Profile, chatMessages []message.ChatMessage, manager *toolmanager.Manager, emit stream.EmitFunc) ([]*model.ChatCompletionMessage, error) {
|
||||||
finalMessages, err := message.BuildArkMessages(chatMessages)
|
finalMessages, err := message.BuildArkMessages(chatMessages)
|
||||||
if err != nil {
|
if err != nil {
|
||||||
return nil, err
|
return nil, err
|
||||||
@@ -27,7 +26,7 @@ func RunAgentToolLoop(ctx context.Context, state *State, profile *llm.Profile, c
|
|||||||
if state != nil {
|
if state != nil {
|
||||||
routerProfile = state.RouterProfile(profile)
|
routerProfile = state.RouterProfile(profile)
|
||||||
}
|
}
|
||||||
tools := availableAgentTools(state, routerProfile, searchState, sqlState, emit)
|
tools := availableAgentTools(state, routerProfile, manager, emit)
|
||||||
if len(tools) == 0 {
|
if len(tools) == 0 {
|
||||||
return finalMessages, nil
|
return finalMessages, nil
|
||||||
}
|
}
|
||||||
|
|||||||
+81
-87
@@ -6,14 +6,13 @@ import (
|
|||||||
"strings"
|
"strings"
|
||||||
"time"
|
"time"
|
||||||
|
|
||||||
"aichat/agents/calculator"
|
agents "aichat/agenttool"
|
||||||
searchagent "aichat/agents/search"
|
|
||||||
sqlquery "aichat/agents/sql"
|
|
||||||
timeagent "aichat/agents/time"
|
|
||||||
"aichat/completion"
|
"aichat/completion"
|
||||||
|
"aichat/config"
|
||||||
"aichat/llm"
|
"aichat/llm"
|
||||||
"aichat/message"
|
"aichat/message"
|
||||||
"aichat/stream"
|
"aichat/stream"
|
||||||
|
"aichat/toolmanager"
|
||||||
"aichat/utils"
|
"aichat/utils"
|
||||||
|
|
||||||
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
"github.com/volcengine/volcengine-go-sdk/service/arkruntime/model"
|
||||||
@@ -33,101 +32,96 @@ func (t AgentTool) Name() string { return t.name }
|
|||||||
|
|
||||||
func (t AgentTool) Definition() *model.Tool { return t.definition }
|
func (t AgentTool) Definition() *model.Tool { return t.definition }
|
||||||
|
|
||||||
func AvailableAgentTools(state *State, profile *llm.Profile, searchState *searchagent.State, sqlState *sqlquery.State, emit stream.EmitFunc) []AgentTool {
|
func AvailableAgentTools(state *State, profile *llm.Profile, manager *toolmanager.Manager, emit stream.EmitFunc) []AgentTool {
|
||||||
return availableAgentTools(state, profile, searchState, sqlState, emit)
|
return availableAgentTools(state, profile, manager, emit)
|
||||||
}
|
}
|
||||||
|
|
||||||
func availableAgentTools(state *State, profile *llm.Profile, searchState *searchagent.State, sqlState *sqlquery.State, emit stream.EmitFunc) []AgentTool {
|
func availableAgentTools(state *State, profile *llm.Profile, manager *toolmanager.Manager, emit stream.EmitFunc) []AgentTool {
|
||||||
if state == nil || state.cfg == nil || !state.cfg.Enabled {
|
if state == nil || state.cfg == nil || !state.cfg.Enabled || manager == nil {
|
||||||
return nil
|
return nil
|
||||||
}
|
}
|
||||||
tools := make([]AgentTool, 0, len(state.cfg.Tools))
|
overrides := map[string]config.ToolRouteConfig{}
|
||||||
for _, item := range state.cfg.Tools {
|
for _, item := range state.cfg.Tools {
|
||||||
if !item.Enabled {
|
name := strings.ToLower(strings.TrimSpace(item.Name))
|
||||||
|
if name != "" {
|
||||||
|
overrides[name] = item
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
if len(state.cfg.Tools) > 0 {
|
||||||
|
tools := make([]AgentTool, 0, len(state.cfg.Tools))
|
||||||
|
for _, item := range state.cfg.Tools {
|
||||||
|
name := strings.ToLower(strings.TrimSpace(item.Name))
|
||||||
|
if name == "" || !item.Enabled {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
tool, ok := manager.Get(name)
|
||||||
|
if !ok {
|
||||||
|
continue
|
||||||
|
}
|
||||||
|
if agentTool, ok := buildAgentTool(tool, strings.TrimSpace(item.Description), profile, emit); ok {
|
||||||
|
tools = append(tools, agentTool)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return tools
|
||||||
|
}
|
||||||
|
|
||||||
|
loaded := manager.Tools()
|
||||||
|
tools := make([]AgentTool, 0, len(loaded))
|
||||||
|
for _, tool := range loaded {
|
||||||
|
if tool == nil {
|
||||||
continue
|
continue
|
||||||
}
|
}
|
||||||
description := strings.TrimSpace(item.Description)
|
item := overrides[tool.Name()]
|
||||||
switch item.Name {
|
if agentTool, ok := buildAgentTool(tool, strings.TrimSpace(item.Description), profile, emit); ok {
|
||||||
case calculator.ToolName:
|
tools = append(tools, agentTool)
|
||||||
tools = append(tools, AgentTool{
|
|
||||||
name: calculator.ToolName,
|
|
||||||
definition: calculator.ToolDefinition(description),
|
|
||||||
execute: func(ctx context.Context, args string) (string, error) {
|
|
||||||
result, err := calculator.ExecuteTool(args)
|
|
||||||
if err == nil && emit != nil {
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: calculator.ToolName, Stage: "calculate", Status: "success", Message: "四则运算完成"})
|
|
||||||
}
|
|
||||||
return result, err
|
|
||||||
},
|
|
||||||
})
|
|
||||||
case timeagent.ToolName:
|
|
||||||
tools = append(tools, AgentTool{
|
|
||||||
name: timeagent.ToolName,
|
|
||||||
definition: timeagent.ToolDefinition(description),
|
|
||||||
execute: func(ctx context.Context, args string) (string, error) {
|
|
||||||
result, err := timeagent.ExecuteTool(args, time.Now())
|
|
||||||
if err == nil && emit != nil {
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: timeagent.ToolName, Stage: "resolve", Status: "success", Message: "已获取当前时间上下文"})
|
|
||||||
}
|
|
||||||
return result, err
|
|
||||||
},
|
|
||||||
})
|
|
||||||
case searchagent.ToolName:
|
|
||||||
if searchState == nil || !searchState.Enabled() {
|
|
||||||
continue
|
|
||||||
}
|
|
||||||
tools = append(tools, AgentTool{
|
|
||||||
name: searchagent.ToolName,
|
|
||||||
definition: searchState.ToolDefinition(description),
|
|
||||||
execute: func(ctx context.Context, args string) (string, error) {
|
|
||||||
if emit != nil {
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: searchagent.ToolName, Stage: "request", Status: "running", Message: "正在联网搜索"})
|
|
||||||
}
|
|
||||||
result, err := searchState.ExecuteTool(ctx, args)
|
|
||||||
if emit != nil {
|
|
||||||
status := "success"
|
|
||||||
messageText := "联网搜索完成"
|
|
||||||
if err != nil {
|
|
||||||
status = "error"
|
|
||||||
messageText = "联网搜索失败"
|
|
||||||
}
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: searchagent.ToolName, Stage: "results", Status: status, Message: messageText})
|
|
||||||
}
|
|
||||||
return result, err
|
|
||||||
},
|
|
||||||
})
|
|
||||||
case sqlquery.ToolName:
|
|
||||||
if sqlState == nil || !sqlState.Enabled() {
|
|
||||||
continue
|
|
||||||
}
|
|
||||||
tools = append(tools, AgentTool{
|
|
||||||
name: sqlquery.ToolName,
|
|
||||||
definition: sqlState.ToolDefinition(description),
|
|
||||||
execute: func(ctx context.Context, args string) (string, error) {
|
|
||||||
if emit != nil {
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: sqlquery.ToolName, Stage: "execute", Status: "running", Message: "正在查询数据库"})
|
|
||||||
}
|
|
||||||
generator := func(ctx context.Context, prompt string, maxTokens int) (string, error) {
|
|
||||||
return completion.CompleteText(ctx, profile, []message.ChatMessage{{Role: "system", Content: prompt}}, maxTokens)
|
|
||||||
}
|
|
||||||
result, err := sqlState.ExecuteTool(ctx, args, generator)
|
|
||||||
if emit != nil {
|
|
||||||
status := "success"
|
|
||||||
messageText := "数据库查询完成"
|
|
||||||
if err != nil {
|
|
||||||
status = "error"
|
|
||||||
messageText = "数据库查询失败"
|
|
||||||
}
|
|
||||||
emit(stream.Frame{Type: "trace", Tool: sqlquery.ToolName, Stage: "execute", Status: status, Message: messageText})
|
|
||||||
}
|
|
||||||
return result, err
|
|
||||||
},
|
|
||||||
})
|
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
return tools
|
return tools
|
||||||
}
|
}
|
||||||
|
|
||||||
|
func buildAgentTool(tool agents.LoadedTool, description string, profile *llm.Profile, emit stream.EmitFunc) (AgentTool, bool) {
|
||||||
|
if tool == nil || !tool.Enabled() {
|
||||||
|
return AgentTool{}, false
|
||||||
|
}
|
||||||
|
definition := tool.ToolDefinition(description)
|
||||||
|
if definition == nil || definition.Function == nil {
|
||||||
|
return AgentTool{}, false
|
||||||
|
}
|
||||||
|
name := tool.Name()
|
||||||
|
return AgentTool{
|
||||||
|
name: name,
|
||||||
|
definition: definition,
|
||||||
|
execute: func(ctx context.Context, args string) (string, error) {
|
||||||
|
runtime := agents.Runtime{
|
||||||
|
Profile: profile,
|
||||||
|
Now: time.Now(),
|
||||||
|
Emit: wrapAgentEmit(emit),
|
||||||
|
}
|
||||||
|
if profile != nil {
|
||||||
|
runtime.CompleteText = func(ctx context.Context, prompt string, maxTokens int) (string, error) {
|
||||||
|
return completion.CompleteText(ctx, profile, []message.ChatMessage{{Role: "system", Content: prompt}}, maxTokens)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
return tool.Execute(ctx, args, runtime)
|
||||||
|
},
|
||||||
|
}, true
|
||||||
|
}
|
||||||
|
|
||||||
|
func wrapAgentEmit(emit stream.EmitFunc) agents.EmitFunc {
|
||||||
|
if emit == nil {
|
||||||
|
return nil
|
||||||
|
}
|
||||||
|
return func(frame any) {
|
||||||
|
switch value := frame.(type) {
|
||||||
|
case agents.Frame:
|
||||||
|
emit(stream.Frame{Type: value.Type, Tool: value.Tool, Stage: value.Stage, Status: value.Status, Message: value.Message, Data: value.Data, Error: value.Error, Text: value.Text})
|
||||||
|
case stream.Frame:
|
||||||
|
emit(value)
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
func ExecuteAgentToolCall(ctx context.Context, call *model.ToolCall, tools map[string]AgentTool, emit stream.EmitFunc) string {
|
func ExecuteAgentToolCall(ctx context.Context, call *model.ToolCall, tools map[string]AgentTool, emit stream.EmitFunc) string {
|
||||||
if call == nil || call.Type != model.ToolTypeFunction {
|
if call == nil || call.Type != model.ToolTypeFunction {
|
||||||
result := "工具调用无效:仅支持 function 类型工具。"
|
result := "工具调用无效:仅支持 function 类型工具。"
|
||||||
|
|||||||
Reference in New Issue
Block a user