Creating Conversation Quickstart for Go #1128
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| apiVersion: dapr.io/v1alpha1 | ||
| kind: Component | ||
| metadata: | ||
| name: echo | ||
| spec: | ||
| type: conversation.echo | ||
| version: v1 |
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| # Dapr Conversation | ||
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| In this quickstart, you'll send an input to a Large Language Model (LLM) using Dapr's Conversation API. This API is responsible for providing one consistent API entry point to talk to underlying LLM providers. | ||
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| Visit [this](https://v1-15.docs.dapr.io/developing-applications/building-blocks/conversation/conversation-overview/) link for more information about Dapr and the Conversation API. | ||
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| > **Note:** This example leverages HTTP `requests` only. If you are looking for the example using the Dapr Client SDK (recommended) [click here](../sdk/). | ||
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| This quickstart includes one app: | ||
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| - `conversation.go`, responsible for sending and input to the underlying LLM and retrieving an output. | ||
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| ## Run the app with the template file | ||
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| This section shows how to run the application using the [multi-app run template files](https://docs.dapr.io/developing-applications/local-development/multi-app-dapr-run/multi-app-overview/) with `dapr run -f .`. | ||
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| This example uses the Default LLM Component provided by Dapr for testing purposes. Here are other [supported Conversation components](https://v1-15.docs.dapr.io/reference/components-reference/supported-conversation/). | ||
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| Open a new terminal window and run the multi app run template: | ||
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| <!-- STEP | ||
| name: Run multi app run template | ||
| expected_stdout_lines: | ||
| - '== APP - conversation == Input sent: What is dapr?' | ||
| - '== APP - conversation == Output response: What is dapr?' | ||
| expected_stderr_lines: | ||
| output_match_mode: substring | ||
| match_order: none | ||
| background: false | ||
| sleep: 5 | ||
| timeout_seconds: 120 | ||
| --> | ||
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| ```bash | ||
| dapr run -f . | ||
| ``` | ||
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| The terminal console output should look similar to this, where: | ||
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| - The app send an input `What is dapr?` to the `echo` LLM. | ||
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| - The LLM echoes `What is dapr?`. | ||
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| ```text | ||
| == APP - conversation == Input sent: What is dapr? | ||
| == APP - conversation == Output response: What is dapr? | ||
| ``` | ||
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| <!-- END_STEP --> | ||
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| package main | ||
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| import ( | ||
| "encoding/json" | ||
| "fmt" | ||
| "io" | ||
| "log" | ||
| "net/http" | ||
| "os" | ||
| "strings" | ||
| "time" | ||
| ) | ||
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| const conversationComponentName = "echo" | ||
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| func main() { | ||
| daprHost := os.Getenv("DAPR_HOST") | ||
| if daprHost == "" { | ||
| daprHost = "http://localhost" | ||
| } | ||
| daprHttpPort := os.Getenv("DAPR_HTTP_PORT") | ||
| if daprHttpPort == "" { | ||
| daprHttpPort = "3500" | ||
| } | ||
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| client := http.Client{ | ||
| Timeout: 15 * time.Second, | ||
| } | ||
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| var inputBody = `{ | ||
| "name": "echo", | ||
| "inputs": [{"message":"What is dapr?"}], | ||
| "parameters": {}, | ||
| "metadata": {} | ||
| }` | ||
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| reqURL := daprHost + ":" + daprHttpPort + "/v1.0-alpha1/conversation/" + conversationComponentName + "/converse" | ||
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| req, err := http.NewRequest("POST", reqURL, strings.NewReader(inputBody)) | ||
| if err != nil { | ||
| log.Fatal(err.Error()) | ||
| } | ||
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| req.Header.Set("Content-Type", "application/json") | ||
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| // Send a request to the echo LLM component | ||
| res, err := client.Do(req) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| defer res.Body.Close() | ||
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| fmt.Println("Input sent: What is dapr?") | ||
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| bodyBytes, err := io.ReadAll(res.Body) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| // Unmarshal the response | ||
| var data map[string][]map[string]string | ||
| err = json.Unmarshal(bodyBytes, &data) | ||
| if err != nil { | ||
| log.Fatal(err) | ||
| } | ||
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| result := data["outputs"][0]["result"] | ||
| fmt.Println("Output response:", result) | ||
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| } | ||
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| module conversation | ||
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| go 1.21 | ||
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| version: 1 | ||||
| common: | ||||
| resourcesPath: ../../components/ | ||||
| apps: | ||||
| - appDirPath: ./conversation/ | ||||
| appID: conversation | ||||
| appPort: 3500 | ||||
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| daprHTTPPort: 3501 | ||||
| command: ["go", "run", "."] | ||||
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| include ../../../docker.mk | ||
| include ../../../validate.mk |
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| # Dapr Conversation |
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| /* | ||
| Copyright 2024 The Dapr 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 | ||
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| http://www.apache.org/licenses/LICENSE-2.0 | ||
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| 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 | ||
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| import ( | ||
| "context" | ||
| "fmt" | ||
| "log" | ||
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| dapr "github.com/dapr/go-sdk/client" | ||
| ) | ||
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| func main() { | ||
| client, err := dapr.NewClient() | ||
| if err != nil { | ||
| panic(err) | ||
| } | ||
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| input := dapr.ConversationInput{ | ||
| Message: "hello world", | ||
| // Role: nil, // Optional | ||
| // ScrubPII: nil, // Optional | ||
| } | ||
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| fmt.Printf("conversation input: %s\n", input.Message) | ||
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| var conversationComponent = "echo" | ||
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| request := dapr.NewConversationRequest(conversationComponent, []dapr.ConversationInput{input}) | ||
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| resp, err := client.ConverseAlpha1(context.Background(), request) | ||
| if err != nil { | ||
| log.Fatalf("err: %v", err) | ||
| } | ||
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| fmt.Printf("conversation output: %s\n", resp.Outputs[0].Result) | ||
| } |
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| module conversation | ||
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| go 1.22.6 | ||
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| toolchain go1.22.11 | ||
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| require github.com/dapr/go-sdk v1.11.0 | ||
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| require ( | ||
| github.com/dapr/dapr v1.14.0 // indirect | ||
| github.com/google/uuid v1.6.0 // indirect | ||
| github.com/kr/pretty v0.3.1 // indirect | ||
| go.opentelemetry.io/otel v1.27.0 // indirect | ||
| golang.org/x/net v0.26.0 // indirect | ||
| golang.org/x/sys v0.21.0 // indirect | ||
| golang.org/x/text v0.16.0 // indirect | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240624140628-dc46fd24d27d // indirect | ||
| google.golang.org/grpc v1.65.0 // indirect | ||
| google.golang.org/protobuf v1.34.2 // indirect | ||
| gopkg.in/yaml.v3 v3.0.1 // indirect | ||
| ) | ||
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| @@ -0,0 +1,43 @@ | ||
| github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= | ||
| github.com/dapr/dapr v1.14.0 h1:SIQsNX1kH31JRDIS4k8IZ6eomM/BAcOP844PhQIT+BQ= | ||
| github.com/dapr/dapr v1.14.0/go.mod h1:oDNgaPHQIDZ3G4n4g89TElXWgkluYwcar41DI/oF4gw= | ||
| github.com/dapr/go-sdk v1.11.0 h1:clANpOQd6MsfvSa6snaX8MVk6eRx26Vsj5GxGdQ6mpE= | ||
| github.com/dapr/go-sdk v1.11.0/go.mod h1:btZ/tX8eYnx0fg3HiJUku8J5QBRXHsp3kAB1BUiTxXY= | ||
| github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM= | ||
| github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= | ||
| github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI= | ||
| github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY= | ||
| github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0= | ||
| github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo= | ||
| github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE= | ||
| github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk= | ||
| github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY= | ||
| github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE= | ||
| github.com/pkg/diff v0.0.0-20210226163009-20ebb0f2a09e/go.mod h1:pJLUxLENpZxwdsKMEsNbx1VGcRFpLqf3715MtcvvzbA= | ||
| github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U= | ||
| github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= | ||
| github.com/rogpeppe/go-internal v1.9.0 h1:73kH8U+JUqXU8lRuOHeVHaa/SZPifC7BkcraZVejAe8= | ||
| github.com/rogpeppe/go-internal v1.9.0/go.mod h1:WtVeX8xhTBvf0smdhujwtBcq4Qrzq/fJaraNFVN+nFs= | ||
| github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg= | ||
| github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= | ||
| go.opentelemetry.io/otel v1.27.0 h1:9BZoF3yMK/O1AafMiQTVu0YDj5Ea4hPhxCs7sGva+cg= | ||
| go.opentelemetry.io/otel v1.27.0/go.mod h1:DMpAK8fzYRzs+bi3rS5REupisuqTheUlSZJ1WnZaPAQ= | ||
| golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8 h1:yixxcjnhBmY0nkL253HFVIm0JsFHwrHdT3Yh6szTnfY= | ||
| golang.org/x/exp v0.0.0-20240613232115-7f521ea00fb8/go.mod h1:jj3sYF3dwk5D+ghuXyeI3r5MFf+NT2An6/9dOA95KSI= | ||
| golang.org/x/net v0.26.0 h1:soB7SVo0PWrY4vPW/+ay0jKDNScG2X9wFeYlXIvJsOQ= | ||
| golang.org/x/net v0.26.0/go.mod h1:5YKkiSynbBIh3p6iOc/vibscux0x38BZDkn8sCUPxHE= | ||
| golang.org/x/sys v0.21.0 h1:rF+pYz3DAGSQAxAu1CbC7catZg4ebC4UIeIhKxBZvws= | ||
| golang.org/x/sys v0.21.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA= | ||
| golang.org/x/text v0.16.0 h1:a94ExnEXNtEwYLGJSIUxnWoxoRz/ZcCsV63ROupILh4= | ||
| golang.org/x/text v0.16.0/go.mod h1:GhwF1Be+LQoKShO3cGOHzqOgRrGaYc9AvblQOmPVHnI= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240624140628-dc46fd24d27d h1:k3zyW3BYYR30e8v3x0bTDdE9vpYFjZHK+HcyqkrppWk= | ||
| google.golang.org/genproto/googleapis/rpc v0.0.0-20240624140628-dc46fd24d27d/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY= | ||
| google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc= | ||
| google.golang.org/grpc v1.65.0/go.mod h1:WgYC2ypjlB0EiQi6wdKixMqukr6lBc0Vo+oOgjrM5ZQ= | ||
| google.golang.org/protobuf v1.34.2 h1:6xV6lTsCfpGD21XK49h7MhtcApnLqkfYgPcdHftf6hg= | ||
| google.golang.org/protobuf v1.34.2/go.mod h1:qYOHts0dSfpeUzUFpOMr/WGzszTmLH+DiWniOlNbLDw= | ||
| gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= | ||
| gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk= | ||
| gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q= | ||
| gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= | ||
| gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= |
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| @@ -0,0 +1,7 @@ | ||||
| version: 1 | ||||
| apps: | ||||
| - appDirPath: ./conversation/ | ||||
| appID: conversation | ||||
| appPort: 3500 | ||||
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| daprHTTPPort: 3501 | ||||
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Unused - unless a grpc port is preferable? |
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| command: ["go", "run", "."] | ||||
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| module dapr_conversation_quickstart | ||
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| go 1.22.5 |
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,2 @@ | ||
| include ../../../docker.mk | ||
| include ../../../validate.mk |
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| Original file line number | Diff line number | Diff line change |
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@@ -381,6 +381,11 @@ [email protected]: | |
| resolved "https://registry.npmjs.org/fresh/-/fresh-0.5.2.tgz" | ||
| integrity sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q== | ||
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| fsevents@~2.3.2: | ||
| version "2.3.2" | ||
| resolved "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz" | ||
| integrity sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA== | ||
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| function-bind@^1.1.2: | ||
| version "1.1.2" | ||
| resolved "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz" | ||
|
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@@ -381,6 +381,11 @@ [email protected]: | |
| resolved "https://registry.npmjs.org/fresh/-/fresh-0.5.2.tgz" | ||
| integrity sha512-zJ2mQYM18rEFOudeV4GShTGIQ7RbzA7ozbU9I/XBpm7kqgMywgmylMwXHxZJmkVoYkna9d2pVXVXPdYTP9ej8Q== | ||
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| fsevents@~2.3.2: | ||
| version "2.3.2" | ||
| resolved "https://registry.npmjs.org/fsevents/-/fsevents-2.3.2.tgz" | ||
| integrity sha512-xiqMQR4xAeHTuB9uWm+fFRcIOgKBMiOBP+eXiyT7jsgVCq1bkVygt00oASowB7EdtpOHaaPgKt812P9ab+DDKA== | ||
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| function-bind@^1.1.2: | ||
| version "1.1.2" | ||
| resolved "https://registry.npmjs.org/function-bind/-/function-bind-1.1.2.tgz" | ||
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Just a nit- has this been validated with a much shorter timeout? Our workflows take far too long with waits at the moment and I can't imagine the execution time being very long
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Can these timings be reduced?