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@@ -0,0 +1,86 @@
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package multiagent
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import (
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"context"
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"github.com/cloudwego/eino/adk"
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"github.com/cloudwego/eino/schema"
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"go.uber.org/zap"
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)
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// systemMessageNormalizerMiddleware merges duplicate role=system messages into a single
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// leading system message before summarization and each ChatModel call.
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type systemMessageNormalizerMiddleware struct {
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adk.BaseChatModelAgentMiddleware
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logger *zap.Logger
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phase string
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}
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func newSystemMessageNormalizerMiddleware(logger *zap.Logger, phase string) adk.ChatModelAgentMiddleware {
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return &systemMessageNormalizerMiddleware{logger: logger, phase: phase}
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}
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func (m *systemMessageNormalizerMiddleware) BeforeModelRewriteState(
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ctx context.Context,
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state *adk.ChatModelAgentState,
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mc *adk.ModelContext,
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) (context.Context, *adk.ChatModelAgentState, error) {
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_ = mc
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if m == nil || state == nil || len(state.Messages) == 0 {
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return ctx, state, nil
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}
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before := countADKSystemMessages(state.Messages)
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if before <= 1 {
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return ctx, state, nil
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}
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normalized := normalizeSingleLeadingSystemMessage(state.Messages, "")
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if len(normalized) == len(state.Messages) && countADKSystemMessages(normalized) >= before {
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return ctx, state, nil
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}
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if m.logger != nil {
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m.logger.Info("eino system messages merged",
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zap.String("phase", m.phase),
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zap.Int("system_before", before),
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zap.Int("system_after", countADKSystemMessages(normalized)),
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zap.Int("messages_before", len(state.Messages)),
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zap.Int("messages_after", len(normalized)),
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)
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}
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out := *state
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out.Messages = normalized
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return ctx, &out, nil
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}
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func countADKSystemMessages(msgs []adk.Message) int {
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n := 0
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for _, msg := range msgs {
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if msg != nil && msg.Role == schema.System {
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n++
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}
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}
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return n
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}
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// stripADKSystemMessages removes all system messages. Use before runner.Run restart when
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// genModelInput will prepend a fresh Instruction.
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func stripADKSystemMessages(msgs []adk.Message) []adk.Message {
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if len(msgs) == 0 {
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return msgs
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}
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out := make([]adk.Message, 0, len(msgs))
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for _, msg := range msgs {
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if msg == nil || msg.Role == schema.System {
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continue
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}
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out = append(out, msg)
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}
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return out
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}
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// mergeCollectedSystemMessages collapses multiple system messages into one (or none).
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func mergeCollectedSystemMessages(systemMsgs []adk.Message) []adk.Message {
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if len(systemMsgs) == 0 {
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return nil
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}
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return normalizeSingleLeadingSystemMessage(systemMsgs, "")
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}
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