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run.go
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368 lines (313 loc) · 8.89 KB
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package agentkit
import (
"context"
"errors"
"io"
"strings"
"sync"
"github.com/cloudwego/eino/adk"
"github.com/cloudwego/eino/compose"
"github.com/cloudwego/eino/schema"
)
// run 外层执行,包含 steering/follow-up 队列循环
func (a *Agent) run(ctx context.Context) error {
ctx = context.WithValue(context.WithValue(ctx, emitterCtxKey{}, a.emtr), agentNameCtxKey{}, a.name)
a.emtr.Emit(Event{Type: EventAgentStart, Agent: a.name})
err := a.executeLoop(ctx)
err = a.processQueues(ctx, err)
a.emtr.Emit(Event{Type: EventAgentEnd, Agent: a.name})
return err
}
// processQueues 处理 steering/follow-up 队列
func (a *Agent) processQueues(ctx context.Context, err error) error {
for err == nil {
if msgs := a.drainSteering(); len(msgs) > 0 {
for _, m := range msgs {
a.state.AddMessage(m)
a.appendHistory(schema.UserMessage(m.Content))
}
err = a.executeLoop(ctx)
continue
}
if msgs := a.drainFollowUp(); len(msgs) > 0 {
for _, m := range msgs {
a.state.AddMessage(m)
a.appendHistory(schema.UserMessage(m.Content))
}
err = a.executeLoop(ctx)
continue
}
break
}
return err
}
// executeLoop 执行一次 runner.Run,消费事件流。
// 在工具结果事件后检查 steering 队列,若有消息则取消当前执行并返回 nil,
// 由 processQueues 注入 steering 消息后重新执行。
func (a *Agent) executeLoop(parentCtx context.Context) error {
a.mu.Lock()
history := make([]*schema.Message, len(a.history))
copy(history, a.history)
a.mu.Unlock()
iter := a.runner.Run(parentCtx, history, adk.WithCheckPointID(a.checkPointID))
return a.consumeIter(parentCtx, iter)
}
// executeResume 执行 HITL 恢复
func (a *Agent) executeResume(parentCtx context.Context, targets map[string]any) error {
iter, err := a.runner.ResumeWithParams(parentCtx, a.checkPointID, &adk.ResumeParams{
Targets: targets,
})
if err != nil {
return err
}
return a.consumeIter(parentCtx, iter)
}
// consumeIter 消费事件迭代器,处理事件并检查 steering
func (a *Agent) consumeIter(parentCtx context.Context, iter *adk.AsyncIterator[*adk.AgentEvent]) error {
ctx, cancel := context.WithCancel(parentCtx)
a.mu.Lock()
a.cancelFn = cancel
a.mu.Unlock()
defer func() {
cancel()
a.mu.Lock()
a.cancelFn = nil
a.mu.Unlock()
}()
var lastErr error
a.inTurn.Store(false)
for {
select {
case <-ctx.Done():
a.endTurn()
a.emtr.Emit(Event{Type: EventError, Agent: a.name, Error: ctx.Err()})
return ctx.Err()
default:
}
event, ok := iter.Next()
if !ok {
break
}
if event.Err != nil {
lastErr = event.Err
}
if err := a.processEvent(ctx, event); err != nil {
lastErr = err
}
// 工具间粒度 steering:工具结果返回后检查转向队列
if event.Output != nil && event.Output.MessageOutput != nil &&
event.Output.MessageOutput.Role == schema.Tool && a.hasSteering() {
cancel()
a.endTurn()
return nil
}
}
a.endTurn()
return lastErr
}
func (a *Agent) hasSteering() bool {
a.mu.Lock()
defer a.mu.Unlock()
return len(a.steeringQueue) > 0
}
// processEvent 处理 eino AgentEvent 并转换为 agentkit Event
func (a *Agent) processEvent(ctx context.Context, event *adk.AgentEvent) error {
agentName := event.AgentName
if event.Err != nil {
a.emtr.Emit(Event{Type: EventError, Agent: agentName, Error: event.Err})
return nil
}
if event.Action != nil {
a.processAction(agentName, event.Action)
}
if event.Output != nil && event.Output.MessageOutput != nil {
mo := event.Output.MessageOutput
// Assistant 消息标志新 turn 开始
if mo.Role == schema.Assistant {
a.endTurn()
a.inTurn.Store(true)
a.emtr.Emit(Event{Type: EventTurnStart, Agent: agentName})
}
return a.processOutput(ctx, agentName, mo)
}
return nil
}
func (a *Agent) processAction(agentName string, action *adk.AgentAction) {
if action.TransferToAgent != nil {
a.emtr.Emit(Event{
Type: EventTransfer,
Agent: agentName,
Content: action.TransferToAgent.DestAgentName,
})
}
if action.Interrupted != nil {
var points []InterruptPoint
for _, ic := range action.Interrupted.InterruptContexts {
points = append(points, InterruptPoint{ID: ic.ID, Info: ic.Info})
}
a.emtr.Emit(Event{
Type: EventInterrupted,
Agent: agentName,
Interrupt: points,
})
}
}
func (a *Agent) processOutput(ctx context.Context, agentName string, output *adk.MessageVariant) error {
if output.IsStreaming && output.MessageStream != nil {
return a.processStream(ctx, agentName, output.MessageStream)
} else if output.Message != nil {
a.processMessage(agentName, output.Message)
}
return nil
}
// processMessage 处理完整消息
func (a *Agent) processMessage(agentName string, msg adk.Message) {
a.appendHistory(msg)
if msg.Role == schema.Tool {
a.emtr.Emit(Event{Type: EventToolEnd, Agent: agentName, Content: msg.Content})
return
}
a.emtr.Emit(Event{Type: EventMessageStart, Agent: agentName})
if len(msg.ToolCalls) > 0 {
a.emtr.Emit(Event{Type: EventToolStart, Agent: agentName, ToolCalls: msg.ToolCalls})
}
if msg.Content != "" || msg.ReasoningContent != "" {
a.state.AddMessage(Message{
Role: RoleType(msg.Role),
Agent: agentName,
Content: msg.Content,
ReasoningContent: msg.ReasoningContent,
})
}
a.emtr.Emit(Event{
Type: EventMessageEnd,
Agent: agentName,
Content: msg.Content,
ReasoningContent: msg.ReasoningContent,
ResponseMeta: msg.ResponseMeta,
})
}
// processStream 处理流式消息,返回流式传输过程中的错误
func (a *Agent) processStream(ctx context.Context, agentName string, stream adk.MessageStream) error {
a.state.setStreaming(true)
a.emtr.Emit(Event{Type: EventMessageStart, Agent: agentName})
defer a.state.setStreaming(false)
var fullContent strings.Builder
var reasoningContent strings.Builder
var toolCalls []schema.ToolCall
var resMeta *schema.ResponseMeta
for {
select {
case <-ctx.Done():
a.emtr.Emit(Event{Type: EventError, Agent: agentName, Error: ctx.Err()})
return ctx.Err()
default:
}
chunk, err := stream.Recv()
if err != nil {
if errors.Is(err, io.EOF) {
break
}
a.emtr.Emit(Event{Type: EventError, Agent: agentName, Error: err})
return err
}
if chunk == nil {
continue
}
if chunk.ReasoningContent != "" {
reasoningContent.WriteString(chunk.ReasoningContent)
a.emtr.Emit(Event{Type: EventReasoningDelta, Agent: agentName, Delta: chunk.ReasoningContent})
}
if chunk.Content != "" {
fullContent.WriteString(chunk.Content)
a.emtr.Emit(Event{Type: EventMessageDelta, Agent: agentName, Delta: chunk.Content})
}
if chunk.ResponseMeta != nil {
resMeta = chunk.ResponseMeta
}
if len(chunk.ToolCalls) > 0 {
toolCalls = mergeToolCalls(toolCalls, chunk.ToolCalls)
}
}
if len(toolCalls) > 0 {
a.emtr.Emit(Event{Type: EventToolStart, Agent: agentName, ToolCalls: toolCalls})
}
content := fullContent.String()
reasoning := reasoningContent.String()
if content != "" || reasoning != "" {
a.state.AddMessage(Message{
Role: RoleAssistant,
Agent: agentName,
Content: content,
ReasoningContent: reasoning,
})
}
a.appendHistory(&schema.Message{
Role: schema.Assistant,
Content: content,
ToolCalls: toolCalls,
ReasoningContent: reasoning,
ResponseMeta: resMeta,
})
a.emtr.Emit(Event{
Type: EventMessageEnd,
Agent: agentName,
Content: content,
ReasoningContent: reasoning,
ResponseMeta: resMeta,
})
return nil
}
// mergeToolCalls 合并流式工具调用分片
func mergeToolCalls(existing []schema.ToolCall, chunks []schema.ToolCall) []schema.ToolCall {
for _, chunk := range chunks {
idx := -1
if chunk.Index != nil {
idx = *chunk.Index
}
found := false
for i := range existing {
if existing[i].Index != nil && *existing[i].Index == idx && idx >= 0 {
existing[i].Function.Arguments += chunk.Function.Arguments
if chunk.ID != "" {
existing[i].ID = chunk.ID
}
if chunk.Function.Name != "" {
existing[i].Function.Name = chunk.Function.Name
}
found = true
break
}
}
if !found {
existing = append(existing, chunk)
}
}
return existing
}
// endTurn 结束当前 turn(如果有)
func (a *Agent) endTurn() {
if a.inTurn.CompareAndSwap(true, false) {
a.emtr.Emit(Event{Type: EventTurnEnd, Agent: a.name})
}
}
// inMemoryStore 内存 CheckPoint 存储
type inMemoryStore struct {
mu sync.Mutex
mem map[string][]byte
}
func newInMemoryStore() compose.CheckPointStore {
return &inMemoryStore{mem: map[string][]byte{}}
}
func (s *inMemoryStore) Set(_ context.Context, key string, value []byte) error {
s.mu.Lock()
defer s.mu.Unlock()
s.mem[key] = value
return nil
}
func (s *inMemoryStore) Get(_ context.Context, key string) ([]byte, bool, error) {
s.mu.Lock()
defer s.mu.Unlock()
v, ok := s.mem[key]
return v, ok, nil
}