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feat(flow_react): optimize the use of ark cache in react (#124)

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drew/english
mrh997 7 months ago committed by GitHub
parent 3bc1a807df
commit 28d7c0a578
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GPG Key ID: B5690EEEBB952194
4 changed files with 41 additions and 160 deletions
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123
flow/agent/react/cached_ark.go
Unescape Escape View File

@ -1,123 +0,0 @@
/*
* Copyright 2025 CloudWeGo Authors
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package main
import (
"context"
"slices"
"github.com/cloudwego/eino-ext/components/model/ark"
"github.com/cloudwego/eino/components/model"
"github.com/cloudwego/eino/schema"
)
func NewCachedARKChatModel(ctx context.Context, cfg *ark.ChatModelConfig) (*CachedARKChatModel, error) {
cm, err := ark.NewChatModel(ctx, cfg)
if err != nil {
return nil, err
}
return &CachedARKChatModel{
ChatModel: cm,
}, nil
}
type CachedARKChatModel struct {
ChatModel model.ToolCallingChatModel
}
const (
cacheOptionCtxKey = "ark-cache-option"
)
func WithCacheCtx(ctx context.Context, cache *ark.CacheOption) context.Context {
return context.WithValue(ctx, cacheOptionCtxKey, cache)
}
func GetCacheCtx(ctx context.Context) *ark.CacheOption {
cache, ok := ctx.Value(cacheOptionCtxKey).(*ark.CacheOption)
if !ok {
return nil
}
return cache
}
func (cm *CachedARKChatModel) Generate(ctx context.Context, in []*schema.Message,
opts ...model.Option) (outMsg *schema.Message, err error) {
opts_ := opts
in_ := in
cacheOption := GetCacheCtx(ctx)
if cacheOption != nil && cacheOption.ContextID != nil {
opts_ = slices.Clone(opts)
opts_ = append(opts_, ark.WithCache(cacheOption), model.WithTools([]*schema.ToolInfo{}))
in_ = in[len(in)-1:]
}
outMsg, err = cm.ChatModel.Generate(ctx, in_, opts_...)
if err != nil {
return nil, err
}
contextID, ok := ark.GetContextID(outMsg)
if ok {
cacheOption.ContextID = &contextID
}
return outMsg, nil
}
func (cm *CachedARKChatModel) Stream(ctx context.Context, in []*schema.Message, opts ...model.Option) (
outStream *schema.StreamReader[*schema.Message], err error) {
opts_ := opts
in_ := in
cacheOption, ok := ctx.Value(cacheOptionCtxKey).(*ark.CacheOption)
if ok && cacheOption != nil && cacheOption.ContextID != nil {
opts_ = slices.Clone(opts)
opts_ = append(opts_, ark.WithCache(cacheOption), model.WithTools([]*schema.ToolInfo{}))
in_ = in[len(in)-1:]
}
outStream, err = cm.ChatModel.Stream(ctx, in_, opts_...)
if err != nil {
return nil, err
}
outStream_ := schema.StreamReaderWithConvert(outStream, func(msg *schema.Message) (*schema.Message, error) {
contextID, ok := ark.GetContextID(msg)
if ok {
cacheOption.ContextID = &contextID
}
return msg, nil
})
return outStream_, nil
}
func (cm *CachedARKChatModel) WithTools(tools []*schema.ToolInfo) (model.ToolCallingChatModel, error) {
m, err := cm.ChatModel.WithTools(tools)
if err != nil {
return nil, err
}
ncm := *cm
ncm.ChatModel = m
return &ncm, nil
}

17
flow/agent/react/react.go
Unescape Escape View File

@ -131,15 +131,14 @@ func main() {
// }
// fmt.Println(msg.String())
// If you want to use cached ark chat model, define a cache option and pass it to the agent.
// cacheOption := &ark.CacheOption{
// APIType: ark.ResponsesAPI,
// SessionCache: &ark.SessionCacheConfig{
// EnableCache: true,
// TTL: 3600,
// },
// }
// ctx = WithCacheCtx(ctx, cacheOption)
// If you want to use ark caching in react, call ark.WithCache()
//cacheOption := &ark.CacheOption{
// APIType: ark.ResponsesAPI,
// SessionCache: &ark.SessionCacheConfig{
// EnableCache: true,
// TTL: 3600,
// },
//}
opt := []agent.AgentOption{
agent.WithComposeOptions(compose.WithCallbacks(&LoggerCallback{})),

18
go.mod
Unescape Escape View File

@ -5,12 +5,12 @@ go 1.24.0
toolchain go1.24.4
require (
github.com/bytedance/sonic v1.14.0
github.com/cloudwego/eino v0.5.0
github.com/bytedance/sonic v1.14.2
github.com/cloudwego/eino v0.5.10
github.com/cloudwego/eino-ext/callbacks/cozeloop v0.1.4
github.com/cloudwego/eino-ext/components/document/parser/html v0.0.0-20250117061805-cd80d1780d76
github.com/cloudwego/eino-ext/components/document/parser/pdf v0.0.0-20250117061805-cd80d1780d76
github.com/cloudwego/eino-ext/components/model/ark v0.1.22
github.com/cloudwego/eino-ext/components/model/ark v0.1.41
github.com/cloudwego/eino-ext/components/model/deepseek v0.0.0-20250826125654-37d4a5029810
github.com/cloudwego/eino-ext/components/model/ollama v0.1.2
github.com/cloudwego/eino-ext/components/model/openai v0.0.0-20250826125654-37d4a5029810
@ -19,10 +19,10 @@ require (
github.com/cloudwego/eino-ext/devops v0.1.7
github.com/coze-dev/cozeloop-go v0.1.11
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc
github.com/eino-contrib/jsonschema v1.0.0
github.com/eino-contrib/jsonschema v1.0.2
github.com/ollama/ollama v0.11.4
github.com/stretchr/testify v1.10.0
github.com/volcengine/volcengine-go-sdk v1.1.21
github.com/stretchr/testify v1.11.1
github.com/volcengine/volcengine-go-sdk v1.1.44
github.com/wk8/go-ordered-map/v2 v2.1.8
)
@ -33,9 +33,10 @@ require (
github.com/bahlo/generic-list-go v0.2.0 // indirect
github.com/bluele/gcache v0.0.2 // indirect
github.com/buger/jsonparser v1.1.1 // indirect
github.com/bytedance/sonic/loader v0.3.0 // indirect
github.com/bytedance/gopkg v0.1.3 // indirect
github.com/bytedance/sonic/loader v0.4.0 // indirect
github.com/cenkalti/backoff/v4 v4.3.0 // indirect
github.com/cloudwego/base64x v0.1.5 // indirect
github.com/cloudwego/base64x v0.1.6 // indirect
github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250826113018-8c6f6358d4bb // indirect
github.com/cohesion-org/deepseek-go v1.3.2 // indirect
github.com/corpix/uarand v0.2.0 // indirect
@ -92,6 +93,7 @@ require (
golang.org/x/sync v0.16.0 // indirect
golang.org/x/sys v0.34.0 // indirect
golang.org/x/text v0.27.0 // indirect
google.golang.org/protobuf v1.34.1 // indirect
gopkg.in/yaml.v2 v2.4.0 // indirect
gopkg.in/yaml.v3 v3.0.1 // indirect
)

43
go.sum
Unescape Escape View File

@ -86,13 +86,14 @@ github.com/buger/jsonparser v1.1.1 h1:2PnMjfWD7wBILjqQbt530v576A/cAbQvEW9gGIpYMU
github.com/buger/jsonparser v1.1.1/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
github.com/bugsnag/bugsnag-go v1.4.0/go.mod h1:2oa8nejYd4cQ/b0hMIopN0lCRxU0bueqREvZLWFrtK8=
github.com/bugsnag/panicwrap v1.2.0/go.mod h1:D/8v3kj0zr8ZAKg1AQ6crr+5VwKN5eIywRkfhyM/+dE=
github.com/bytedance/gopkg v0.1.3 h1:TPBSwH8RsouGCBcMBktLt1AymVo2TVsBVCY4b6TnZ/M=
github.com/bytedance/gopkg v0.1.3/go.mod h1:576VvJ+eJgyCzdjS+c4+77QF3p7ubbtiKARP3TxducM=
github.com/bytedance/mockey v1.2.14 h1:KZaFgPdiUwW+jOWFieo3Lr7INM1P+6adO3hxZhDswY8=
github.com/bytedance/mockey v1.2.14/go.mod h1:1BPHF9sol5R1ud/+0VEHGQq/+i2lN+GTsr3O2Q9IENY=
github.com/bytedance/sonic v1.14.0 h1:/OfKt8HFw0kh2rj8N0F6C/qPGRESq0BbaNZgcNXXzQQ=
github.com/bytedance/sonic v1.14.0/go.mod h1:WoEbx8WTcFJfzCe0hbmyTGrfjt8PzNEBdxlNUO24NhA=
github.com/bytedance/sonic/loader v0.1.1/go.mod h1:ncP89zfokxS5LZrJxl5z0UJcsk4M4yY2JpfqGeCtNLU=
github.com/bytedance/sonic/loader v0.3.0 h1:dskwH8edlzNMctoruo8FPTJDF3vLtDT0sXZwvZJyqeA=
github.com/bytedance/sonic/loader v0.3.0/go.mod h1:N8A3vUdtUebEY2/VQC0MyhYeKUFosQU6FxH2JmUe6VI=
github.com/bytedance/sonic v1.14.2 h1:k1twIoe97C1DtYUo+fZQy865IuHia4PR5RPiuGPPIIE=
github.com/bytedance/sonic v1.14.2/go.mod h1:T80iDELeHiHKSc0C9tubFygiuXoGzrkjKzX2quAx980=
github.com/bytedance/sonic/loader v0.4.0 h1:olZ7lEqcxtZygCK9EKYKADnpQoYkRQxaeY2NYzevs+o=
github.com/bytedance/sonic/loader v0.4.0/go.mod h1:AR4NYCk5DdzZizZ5djGqQ92eEhCCcdf5x77udYiSJRo=
github.com/casbin/casbin/v2 v2.37.0/go.mod h1:vByNa/Fchek0KZUgG5wEsl7iFsiviAYKRtgrQfcJqHg=
github.com/cenkalti/backoff/v4 v4.1.1/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw=
github.com/cenkalti/backoff/v4 v4.1.2/go.mod h1:scbssz8iZGpm3xbr14ovlUdkxfGXNInqkPWOWmG2CLw=
@ -110,18 +111,18 @@ github.com/circonus-labs/circonus-gometrics v2.3.1+incompatible/go.mod h1:nmEj6D
github.com/circonus-labs/circonusllhist v0.1.3/go.mod h1:kMXHVDlOchFAehlya5ePtbp5jckzBHf4XRpQvBOLI+I=
github.com/clbanning/mxj v1.8.4/go.mod h1:BVjHeAH+rl9rs6f+QIpeRl0tfu10SXn1pUSa5PVGJng=
github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
github.com/cloudwego/base64x v0.1.5 h1:XPciSp1xaq2VCSt6lF0phncD4koWyULpl5bUxbfCyP4=
github.com/cloudwego/base64x v0.1.5/go.mod h1:0zlkT4Wn5C6NdauXdJRhSKRlJvmclQ1hhJgA0rcu/8w=
github.com/cloudwego/eino v0.5.0 h1:hlNCfBeHGtD+UnLV3xF8pfjA7zxTHQywoUCQ7xeI7w8=
github.com/cloudwego/eino v0.5.0/go.mod h1:S38tlNO4cNqFfGJKQSJZimxjzc9JDJKdf2eW3FEEfdc=
github.com/cloudwego/base64x v0.1.6 h1:t11wG9AECkCDk5fMSoxmufanudBtJ+/HemLstXDLI2M=
github.com/cloudwego/base64x v0.1.6/go.mod h1:OFcloc187FXDaYHvrNIjxSe8ncn0OOM8gEHfghB2IPU=
github.com/cloudwego/eino v0.5.10 h1:/U5el2Ky5nKY1mE3nKHh8fnPKka5xlC19PW0s/jvbxw=
github.com/cloudwego/eino v0.5.10/go.mod h1:N6E+toMzWw/3ql0IVM5n5lbYFCeblCYx7ebH16kt1JQ=
github.com/cloudwego/eino-ext/callbacks/cozeloop v0.1.4 h1:Cwm80+fMEAoY7uI9XUukDEV5J3Adb9HiXKmcXpXcDiM=
github.com/cloudwego/eino-ext/callbacks/cozeloop v0.1.4/go.mod h1:xxjNsJeZwdIooEYTt6tjw/YJzkA6xPcxn1u/HvA5xc0=
github.com/cloudwego/eino-ext/components/document/parser/html v0.0.0-20250117061805-cd80d1780d76 h1:kK4f2kunb5xlc0XTkg6wkjy8Z/BDfJjWAVm9EOdRErg=
github.com/cloudwego/eino-ext/components/document/parser/html v0.0.0-20250117061805-cd80d1780d76/go.mod h1:LWR+h0EfIELl/I1tDSVH0Tgx8j2gymxa174U1C8BNps=
github.com/cloudwego/eino-ext/components/document/parser/pdf v0.0.0-20250117061805-cd80d1780d76 h1:GJ4OqxyBH8la8Gu4PhTHXZNZFmrtEIrrymkCEpJ7XZU=
github.com/cloudwego/eino-ext/components/document/parser/pdf v0.0.0-20250117061805-cd80d1780d76/go.mod h1:swAgO0nNekTSKGgFqiy4zShKaCDhiIZoKEFwpi7NBFE=
github.com/cloudwego/eino-ext/components/model/ark v0.1.22 h1:mY2a7ChxzwtdG64NL55Ny2ZGuCcTGPrNygkr6fRmVH4=
github.com/cloudwego/eino-ext/components/model/ark v0.1.22/go.mod h1:v6cx0axah4pw4h6bOyQ8HElgzuZY0pgMtowZ/8bTGFo=
github.com/cloudwego/eino-ext/components/model/ark v0.1.41 h1:l+WDY/nR1A5CzNkOJ+394EY+TxaW+NC5if1gnwcsvtE=
github.com/cloudwego/eino-ext/components/model/ark v0.1.41/go.mod h1:RIJTJsjS1Z1Xrldk6oeIkM0IHFasmYVfPh4b6ceExpY=
github.com/cloudwego/eino-ext/components/model/deepseek v0.0.0-20250826125654-37d4a5029810 h1:zichoSWCoGqhUUwWscRNiTSH9j3KA8hReeEBMvr4i5w=
github.com/cloudwego/eino-ext/components/model/deepseek v0.0.0-20250826125654-37d4a5029810/go.mod h1:O6leaZBwE5s1wSsf5idW52Yaj1zWzhtjinSnfPXASNU=
github.com/cloudwego/eino-ext/components/model/ollama v0.1.2 h1:WxJ+7oXnr3AhM6u4VbFF3L2ionxCrPfmLetx7V+zthw=
@ -136,7 +137,6 @@ github.com/cloudwego/eino-ext/devops v0.1.7 h1:w8q4SGDtrZk+8WUrLyVidX7GNsyWFsYPP
github.com/cloudwego/eino-ext/devops v0.1.7/go.mod h1:W53NPBmkmM7ClyQqwOcFUC2kV4bsvCfh2FtHUcyMzMY=
github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250826113018-8c6f6358d4bb h1:RMslzyijc3bi9EkqCulpS0hZupTl1y/wayR3+fVRN/c=
github.com/cloudwego/eino-ext/libs/acl/openai v0.0.0-20250826113018-8c6f6358d4bb/go.mod h1:fHn/6OqPPY1iLLx9wzz+MEVT5Dl9gwuZte1oLEnCoYw=
github.com/cloudwego/iasm v0.2.0/go.mod h1:8rXZaNYT2n95jn+zTI1sDr+IgcD2GVs0nlbbQPiEFhY=
github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc=
github.com/cncf/udpa/go v0.0.0-20201120205902-5459f2c99403/go.mod h1:WmhPx2Nbnhtbo57+VJT5O0JRkEi1Wbu0z5j0R8u5Hbk=
github.com/cncf/xds/go v0.0.0-20210312221358-fbca930ec8ed/go.mod h1:eXthEFrGJvWHgFFCl3hGmgk+/aYT6PnTQLykKQRLhEs=
@ -166,8 +166,8 @@ github.com/eapache/go-resiliency v1.2.0/go.mod h1:kFI+JgMyC7bLPUVY133qvEBtVayf5m
github.com/eapache/go-xerial-snappy v0.0.0-20180814174437-776d5712da21/go.mod h1:+020luEh2TKB4/GOp8oxxtq0Daoen/Cii55CzbTV6DU=
github.com/eapache/queue v1.1.0/go.mod h1:6eCeP0CKFpHLu8blIFXhExK/dRa7WDZfr6jVFPTqq+I=
github.com/edsrzf/mmap-go v1.0.0/go.mod h1:YO35OhQPt3KJa3ryjFM5Bs14WD66h8eGKpfaBNrHW5M=
github.com/eino-contrib/jsonschema v1.0.0 h1:dXxbhGNZuI3+xNi8x3JT8AGyoXz6Pff6mRvmpjVl5Ww=
github.com/eino-contrib/jsonschema v1.0.0/go.mod h1:cpnX4SyKjWjGC7iN2EbhxaTdLqGjCi0e9DxpLYxddD4=
github.com/eino-contrib/jsonschema v1.0.2 h1:HaxruBMUdnXa7Lg/lX8g0Hk71ZIfdTZXmBQz0e3esr8=
github.com/eino-contrib/jsonschema v1.0.2/go.mod h1:cpnX4SyKjWjGC7iN2EbhxaTdLqGjCi0e9DxpLYxddD4=
github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
@ -381,10 +381,8 @@ github.com/kisielk/gotool v1.0.0/go.mod h1:XhKaO+MFFWcvkIS/tQcRk01m1F5IRFswLeQ+o
github.com/klauspost/compress v1.13.4/go.mod h1:8dP1Hq4DHOhN9w426knH3Rhby4rFm6D8eO+e+Dq5Gzg=
github.com/klauspost/compress v1.13.6/go.mod h1:/3/Vjq9QcHkK5uEr5lBEmyoZ1iFhe47etQ6QUkpK6sk=
github.com/klauspost/compress v1.15.9/go.mod h1:PhcZ0MbTNciWF3rruxRgKxI5NkcHHrHUDtV4Yw2GlzU=
github.com/klauspost/cpuid/v2 v2.0.9/go.mod h1:FInQzS24/EEf25PyTYn52gqo7WaD8xa0213Md/qVLRg=
github.com/klauspost/cpuid/v2 v2.3.0 h1:S4CRMLnYUhGeDFDqkGriYKdfoFlDnMtqTiI/sFzhA9Y=
github.com/klauspost/cpuid/v2 v2.3.0/go.mod h1:hqwkgyIinND0mEev00jJYCxPNVRVXFQeu1XKlok6oO0=
github.com/knz/go-libedit v1.10.1/go.mod h1:MZTVkCWyz0oBc7JOWP3wNAzd002ZbM/5hgShxwh4x8M=
github.com/konsorten/go-windows-terminal-sequences v1.0.1/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
github.com/konsorten/go-windows-terminal-sequences v1.0.3/go.mod h1:T0+1ngSBFLxvqU3pZ+m/2kptfBszLMUkC4ZK/EgS/cQ=
github.com/kr/logfmt v0.0.0-20140226030751-b84e30acd515/go.mod h1:+0opPa2QZZtGFBFZlji/RkVcI2GknAs/DXo4wKdlNEc=
@ -557,6 +555,7 @@ github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+
github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw=
github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo=
github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs=
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
@ -566,8 +565,10 @@ github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/
github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg=
github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU=
github.com/stretchr/testify v1.8.1/go.mod h1:w2LPCIKwWwSfY2zedu0+kehJoqGctiVI29o6fzry7u4=
github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA=
github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo=
github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
github.com/tidwall/gjson v1.14.4 h1:uo0p8EbA09J7RQaflQ1aBRffTR7xedD2bcIVSYxLnkM=
github.com/tidwall/gjson v1.14.4/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
@ -593,8 +594,8 @@ github.com/valyala/fasttemplate v1.2.2/go.mod h1:KHLXt3tVN2HBp8eijSv/kGJopbvo7S+
github.com/volcengine/volc-sdk-golang v1.0.23/go.mod h1:AfG/PZRUkHJ9inETvbjNifTDgut25Wbkm2QoYBTbvyU=
github.com/volcengine/volc-sdk-golang v1.0.196 h1:KYbX76ibTlNhgm6Kq3sDTjrujDBd0za8ULg0v7+sCag=
github.com/volcengine/volc-sdk-golang v1.0.196/go.mod h1:stZX+EPgv1vF4nZwOlEe8iGcriUPRBKX8zA19gXycOQ=
github.com/volcengine/volcengine-go-sdk v1.1.21 h1:HxEaSsT+SRx0J5z5hDi+MVeYK6VRljdTjSjUnBg2Aso=
github.com/volcengine/volcengine-go-sdk v1.1.21/go.mod h1:EyKoi6t6eZxoPNGr2GdFCZti2Skd7MO3eUzx7TtSvNo=
github.com/volcengine/volcengine-go-sdk v1.1.44 h1:WLoLlzt67ZlJeow55PPx65/Mh52DewVXqkHcFSodM9w=
github.com/volcengine/volcengine-go-sdk v1.1.44/go.mod h1:oxoVo+A17kvkwPkIeIHPVLjSw7EQAm+l/Vau1YGHN+A=
github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
github.com/x-cray/logrus-prefixed-formatter v0.5.2 h1:00txxvfBM9muc0jiLIEAkAcIMJzfthRT6usrui8uGmg=
@ -1024,6 +1025,9 @@ google.golang.org/protobuf v1.26.0-rc.1/go.mod h1:jlhhOSvTdKEhbULTjvd4ARK9grFBp0
google.golang.org/protobuf v1.26.0/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
google.golang.org/protobuf v1.27.1/go.mod h1:9q0QmTI4eRPtz6boOQmLYwt+qCgq0jsYwAQnmE0givc=
google.golang.org/protobuf v1.28.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
google.golang.org/protobuf v1.31.0/go.mod h1:HV8QOd/L58Z+nl8r43ehVNZIU/HEI6OcFqwMG9pJV4I=
google.golang.org/protobuf v1.34.1 h1:9ddQBjfCyZPOHPUiPxpYESBLc+T8P3E+Vo4IbKZgFWg=
google.golang.org/protobuf v1.34.1/go.mod h1:c6P6GXX6sHbq/GpV6MGZEdwhWPcYBgnhAHhKbcUYpos=
gopkg.in/alecthomas/kingpin.v2 v2.2.6/go.mod h1:FMv+mEhP44yOT+4EoQTLFTRgOQ1FBLkstjWtayDeSgw=
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
@ -1058,7 +1062,6 @@ honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWh
honnef.co/go/tools v0.0.1-2019.2.3/go.mod h1:a3bituU0lyd329TUQxRnasdCoJDkEUEAqEt0JzvZhAg=
honnef.co/go/tools v0.0.1-2020.1.3/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
honnef.co/go/tools v0.0.1-2020.1.4/go.mod h1:X/FiERA/W4tHapMX5mGpAtMSVEeEUOyHaw9vFzvIQ3k=
nullprogram.com/x/optparse v1.0.0/go.mod h1:KdyPE+Igbe0jQUrVfMqDMeJQIJZEuyV7pjYmp6pbG50=
rsc.io/binaryregexp v0.2.0/go.mod h1:qTv7/COck+e2FymRvadv62gMdZztPaShugOCi3I+8D8=
rsc.io/pdf v0.1.1/go.mod h1:n8OzWcQ6Sp37PL01nO98y4iUCRdTGarVfzxY20ICaU4=
rsc.io/quote/v3 v3.1.0/go.mod h1:yEA65RcK8LyAZtP9Kv3t0HmxON59tX3rD+tICJqUlj0=

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