AIAgent
AIAgent
yaml
type: "io.kestra.plugin.ai.tool.AIAgent"Examples
yaml
id: ai-agent-with-agent-tools
namespace: company.ai
inputs:
- id: prompt
type: STRING
defaults: |
Each flow can produce outputs that can be consumed by other flows. This is a list property, so that your flow can produce as many outputs as you need.
Each output needs to have an ID (the name of the output), a type (the same types you know from inputs, e.g., STRING, URI, or JSON), and a value, which is the actual output value that will be stored in internal storage and passed to other flows when needed.
tasks:
- id: ai-agent
type: io.kestra.plugin.ai.agent.AIAgent
provider:
type: io.kestra.plugin.ai.provider.GoogleGemini
modelName: gemini-2.5-flash
apiKey: "{{ kv('GEMINI_API_KEY') }}"
systemMessage: Summarize the user message, then translate it into French using the provided tool.
prompt: "{{inputs.prompt}}"
tools:
- type: io.kestra.plugin.ai.tool.AIAgent
description: Translation expert
systemMessage: You are an expert in translating text between multiple languages
provider:
type: io.kestra.plugin.ai.provider.GoogleGemini
modelName: gemini-2.5-flash-lite
apiKey: "{{ kv('GEMINI_API_KEY') }}"Properties
description *Requiredstring
provider *RequiredNon-dynamic
Definitions
Use Amazon Bedrock models
accessKeyId*Requiredstring
modelName*Requiredstring
secretAccessKey*Requiredstring
baseUrlstring
caPemstring
clientPemstring
modelTypestring
Default
COHEREPossible Values
COHERETITANtypeobject
Possible Values
io.kestra.plugin.ai.provider.AmazonBedrockio.kestra.plugin.langchain4j.provider.AmazonBedrockUse Anthropic Claude models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
maxTokensintegerstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Anthropicio.kestra.plugin.langchain4j.provider.AnthropicUse Azure OpenAI deployments
endpoint*Requiredstring
modelName*Requiredstring
apiKeystring
baseUrlstring
caPemstring
clientIdstring
clientPemstring
clientSecretstring
serviceVersionstring
tenantIdstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.AzureOpenAIio.kestra.plugin.langchain4j.provider.AzureOpenAIUse DashScope (Qwen) models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://dashscope-intl.aliyuncs.com/api/v1caPemstring
clientPemstring
enableSearchbooleanstring
maxTokensintegerstring
repetitionPenaltynumberstring
typeobject
Use DeepSeek models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.deepseek.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.DeepSeekio.kestra.plugin.langchain4j.provider.DeepSeekUse GitHub Models via Azure AI Inference
gitHubToken*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Google Gemini models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
embeddingModelConfiguration
io.kestra.plugin.ai.provider.GoogleGemini-EmbeddingModelConfiguration
maxRetriesintegerstring
outputDimensionalityintegerstring
taskTypestring
Possible Values
RETRIEVAL_QUERYRETRIEVAL_DOCUMENTSEMANTIC_SIMILARITYCLASSIFICATIONCLUSTERINGQUESTION_ANSWERINGFACT_VERIFICATIONtimeoutstring
titleMetadataKeystring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleGeminiio.kestra.plugin.langchain4j.provider.GoogleGeminiUse Google Vertex AI models
endpoint*Requiredstring
location*Requiredstring
modelName*Requiredstring
project*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleVertexAIio.kestra.plugin.langchain4j.provider.GoogleVertexAIUse Hugging Face Inference endpoints
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://router.huggingface.co/v1caPemstring
clientPemstring
typeobject
Use LocalAI OpenAI-compatible server
baseUrl*Requiredstring
modelName*Requiredstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.LocalAIio.kestra.plugin.langchain4j.provider.LocalAIUse Mistral models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.MistralAIio.kestra.plugin.langchain4j.provider.MistralAIUse OCI Generative AI models
compartmentId*Requiredstring
modelName*Requiredstring
region*Requiredstring
authProviderstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use local Ollama models
endpoint*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Ollamaio.kestra.plugin.langchain4j.provider.OllamaUse OpenAI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.openai.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenAIio.kestra.plugin.langchain4j.provider.OpenAIUse OpenRouter models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenRouterio.kestra.plugin.langchain4j.provider.OpenRouterUse IBM watsonx.ai models
apiKey*Requiredstring
modelName*Requiredstring
projectId*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Cloudflare Workers AI models
accountId*Requiredstring
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.WorkersAIio.kestra.plugin.langchain4j.provider.WorkersAIUse ZhiPu AI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://open.bigmodel.cn/caPemstring
clientPemstring
maxRetriesintegerstring
maxTokenintegerstring
stopsarray
SubTypestring
typeobject
configuration Non-dynamic
Default
{} Definitions
io.kestra.plugin.ai.domain.ChatConfiguration
logRequestsbooleanstring
logResponsesbooleanstring
maxTokenintegerstring
responseFormat
io.kestra.plugin.ai.domain.ChatConfiguration-ResponseFormat
jsonSchemaobject
jsonSchemaDescriptionstring
typestring
Default
TEXTPossible Values
TEXTJSONreturnThinkingbooleanstring
seedintegerstring
temperaturenumberstring
thinkingBudgetTokensintegerstring
thinkingEnabledbooleanstring
topKintegerstring
topPnumberstring
contentRetrievers
Definitions
Retrieve context from an embedding store
embeddingProvider*Required
Use Amazon Bedrock models
accessKeyId*Requiredstring
modelName*Requiredstring
secretAccessKey*Requiredstring
baseUrlstring
caPemstring
clientPemstring
modelTypestring
Default
COHEREPossible Values
COHERETITANtypeobject
Possible Values
io.kestra.plugin.ai.provider.AmazonBedrockio.kestra.plugin.langchain4j.provider.AmazonBedrockUse Anthropic Claude models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
maxTokensintegerstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Anthropicio.kestra.plugin.langchain4j.provider.AnthropicUse Azure OpenAI deployments
endpoint*Requiredstring
modelName*Requiredstring
apiKeystring
baseUrlstring
caPemstring
clientIdstring
clientPemstring
clientSecretstring
serviceVersionstring
tenantIdstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.AzureOpenAIio.kestra.plugin.langchain4j.provider.AzureOpenAIUse DashScope (Qwen) models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://dashscope-intl.aliyuncs.com/api/v1caPemstring
clientPemstring
enableSearchbooleanstring
maxTokensintegerstring
repetitionPenaltynumberstring
typeobject
Use DeepSeek models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.deepseek.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.DeepSeekio.kestra.plugin.langchain4j.provider.DeepSeekUse GitHub Models via Azure AI Inference
gitHubToken*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Google Gemini models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
embeddingModelConfiguration
io.kestra.plugin.ai.provider.GoogleGemini-EmbeddingModelConfiguration
maxRetriesintegerstring
outputDimensionalityintegerstring
taskTypestring
Possible Values
RETRIEVAL_QUERYRETRIEVAL_DOCUMENTSEMANTIC_SIMILARITYCLASSIFICATIONCLUSTERINGQUESTION_ANSWERINGFACT_VERIFICATIONtimeoutstring
titleMetadataKeystring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleGeminiio.kestra.plugin.langchain4j.provider.GoogleGeminiUse Google Vertex AI models
endpoint*Requiredstring
location*Requiredstring
modelName*Requiredstring
project*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleVertexAIio.kestra.plugin.langchain4j.provider.GoogleVertexAIUse Hugging Face Inference endpoints
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://router.huggingface.co/v1caPemstring
clientPemstring
typeobject
Use LocalAI OpenAI-compatible server
baseUrl*Requiredstring
modelName*Requiredstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.LocalAIio.kestra.plugin.langchain4j.provider.LocalAIUse Mistral models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.MistralAIio.kestra.plugin.langchain4j.provider.MistralAIUse OCI Generative AI models
compartmentId*Requiredstring
modelName*Requiredstring
region*Requiredstring
authProviderstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use local Ollama models
endpoint*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Ollamaio.kestra.plugin.langchain4j.provider.OllamaUse OpenAI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.openai.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenAIio.kestra.plugin.langchain4j.provider.OpenAIUse OpenRouter models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenRouterio.kestra.plugin.langchain4j.provider.OpenRouterUse IBM watsonx.ai models
apiKey*Requiredstring
modelName*Requiredstring
projectId*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Cloudflare Workers AI models
accountId*Requiredstring
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.WorkersAIio.kestra.plugin.langchain4j.provider.WorkersAIUse ZhiPu AI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://open.bigmodel.cn/caPemstring
clientPemstring
maxRetriesintegerstring
maxTokenintegerstring
stopsarray
SubTypestring
typeobject
embeddings*Required
Store embeddings in Chroma
baseUrl*Requiredstring
collectionName*Requiredstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Chromaio.kestra.plugin.langchain4j.embeddings.ChromaStore embeddings in Elasticsearch
connection*Required
io.kestra.plugin.ai.embeddings.Elasticsearch-ElasticsearchConnection
hosts*Requiredarray
SubTypestring
Min items
1basicAuth
headersarray
SubTypestring
pathPrefixstring
strictDeprecationModebooleanstring
trustAllSslbooleanstring
indexName*Requiredstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Elasticsearchio.kestra.plugin.langchain4j.embeddings.ElasticsearchPrototype embeddings in Kestra KV
kvNamestring
Default
{{flow.id}}-embedding-storetypeobject
Possible Values
io.kestra.plugin.ai.embeddings.KestraKVStoreio.kestra.plugin.langchain4j.embeddings.KestraKVStoreStore embeddings in MariaDB
createTable*Requiredbooleanstring
databaseUrl*Requiredstring
fieldName*Requiredstring
password*Requiredstring
tableName*Requiredstring
username*Requiredstring
columnDefinitionsarray
SubTypestring
indexesarray
SubTypestring
metadataStorageModestring
Default
COLUMN_PER_KEYtypeobject
Store embeddings in Milvus
token*Requiredstring
autoFlushOnDeletebooleanstring
autoFlushOnInsertbooleanstring
collectionNamestring
consistencyLevelstring
databaseNamestring
hoststring
idFieldNamestring
indexTypestring
metadataFieldNamestring
metricTypestring
passwordstring
portintegerstring
retrieveEmbeddingsOnSearchbooleanstring
textFieldNamestring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Milvusio.kestra.plugin.langchain4j.embeddings.Milvusuristring
usernamestring
vectorFieldNamestring
Store embeddings in MongoDB Atlas
collectionName*Requiredstring
host*Requiredstring
indexName*Requiredstring
scheme*Requiredstring
createIndexbooleanstring
databasestring
metadataFieldNamesarray
SubTypestring
optionsobject
passwordstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.MongoDBAtlasio.kestra.plugin.langchain4j.embeddings.MongoDBAtlasusernamestring
Store embeddings with pgvector
database*Requiredstring
host*Requiredstring
password*Requiredstring
port*Requiredintegerstring
table*Requiredstring
user*Requiredstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.PGVectorio.kestra.plugin.langchain4j.embeddings.PGVectoruseIndexbooleanstring
Default
falseStore embeddings in Pinecone
apiKey*Requiredstring
cloud*Requiredstring
index*Requiredstring
region*Requiredstring
namespacestring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Pineconeio.kestra.plugin.langchain4j.embeddings.PineconeStore embeddings in Qdrant
apiKey*Requiredstring
collectionName*Requiredstring
host*Requiredstring
port*Requiredintegerstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Qdrantio.kestra.plugin.langchain4j.embeddings.QdrantStore embeddings in Redis
host*Requiredstring
port*Requiredintegerstring
indexNamestring
Default
embedding-indextypeobject
Store embeddings in Alibaba Tablestore
accessKeyId*Requiredstring
accessKeySecret*Requiredstring
endpoint*Requiredstring
instanceName*Requiredstring
metadataSchemaListarray
com.alicloud.openservices.tablestore.model.search.FieldSchema
analyzerstring
Possible Values
SingleWordMaxWordMinWordSplitFuzzyanalyzerParameter
dateFormatsarray
SubTypestring
enableHighlightingboolean
enableSortAndAggboolean
fieldNamestring
fieldTypestring
Possible Values
LONGDOUBLEBOOLEANKEYWORDTEXTNESTEDGEO_POINTDATEVECTORFUZZY_KEYWORDIPJSONUNKNOWNindexboolean
indexOptionsstring
Possible Values
DOCSFREQSPOSITIONSOFFSETSisArrayboolean
jsonTypestring
Possible Values
FLATTENNESTEDsourceFieldNamesarray
SubTypestring
storeboolean
subFieldSchemasarray
vectorOptions
typeobject
Store embeddings in Weaviate
apiKey*Requiredstring
host*Requiredstring
avoidDupsbooleanstring
consistencyLevelstring
Possible Values
ONEQUORUMALLgrpcPortintegerstring
metadataFieldNamestring
metadataKeysarray
SubTypestring
objectClassstring
portintegerstring
schemestring
securedGrpcbooleanstring
typeobject
Possible Values
io.kestra.plugin.ai.embeddings.Weaviateio.kestra.plugin.langchain4j.embeddings.WeaviateuseGrpcForInsertsbooleanstring
maxResultsintegerstring
Default
3minScorenumberstring
Default
0.0typeobject
Retrieve web results with Google Custom Search
apiKey*Requiredstring
csi*Requiredstring
maxResultsintegerstring
Default
3typeobject
Possible Values
io.kestra.plugin.ai.retriever.GoogleCustomWebSearchio.kestra.plugin.langchain4j.retriever.GoogleCustomWebSearchRetrieve context from SQL (experimental)
databaseType*Requiredobject
password*Requiredstring
provider*Required
Use Amazon Bedrock models
accessKeyId*Requiredstring
modelName*Requiredstring
secretAccessKey*Requiredstring
baseUrlstring
caPemstring
clientPemstring
modelTypestring
Default
COHEREPossible Values
COHERETITANtypeobject
Possible Values
io.kestra.plugin.ai.provider.AmazonBedrockio.kestra.plugin.langchain4j.provider.AmazonBedrockUse Anthropic Claude models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
maxTokensintegerstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Anthropicio.kestra.plugin.langchain4j.provider.AnthropicUse Azure OpenAI deployments
endpoint*Requiredstring
modelName*Requiredstring
apiKeystring
baseUrlstring
caPemstring
clientIdstring
clientPemstring
clientSecretstring
serviceVersionstring
tenantIdstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.AzureOpenAIio.kestra.plugin.langchain4j.provider.AzureOpenAIUse DashScope (Qwen) models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://dashscope-intl.aliyuncs.com/api/v1caPemstring
clientPemstring
enableSearchbooleanstring
maxTokensintegerstring
repetitionPenaltynumberstring
typeobject
Use DeepSeek models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.deepseek.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.DeepSeekio.kestra.plugin.langchain4j.provider.DeepSeekUse GitHub Models via Azure AI Inference
gitHubToken*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Google Gemini models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
embeddingModelConfiguration
io.kestra.plugin.ai.provider.GoogleGemini-EmbeddingModelConfiguration
maxRetriesintegerstring
outputDimensionalityintegerstring
taskTypestring
Possible Values
RETRIEVAL_QUERYRETRIEVAL_DOCUMENTSEMANTIC_SIMILARITYCLASSIFICATIONCLUSTERINGQUESTION_ANSWERINGFACT_VERIFICATIONtimeoutstring
titleMetadataKeystring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleGeminiio.kestra.plugin.langchain4j.provider.GoogleGeminiUse Google Vertex AI models
endpoint*Requiredstring
location*Requiredstring
modelName*Requiredstring
project*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.GoogleVertexAIio.kestra.plugin.langchain4j.provider.GoogleVertexAIUse Hugging Face Inference endpoints
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://router.huggingface.co/v1caPemstring
clientPemstring
typeobject
Use LocalAI OpenAI-compatible server
baseUrl*Requiredstring
modelName*Requiredstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.LocalAIio.kestra.plugin.langchain4j.provider.LocalAIUse Mistral models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.MistralAIio.kestra.plugin.langchain4j.provider.MistralAIUse OCI Generative AI models
compartmentId*Requiredstring
modelName*Requiredstring
region*Requiredstring
authProviderstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use local Ollama models
endpoint*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.Ollamaio.kestra.plugin.langchain4j.provider.OllamaUse OpenAI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://api.openai.com/v1caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenAIio.kestra.plugin.langchain4j.provider.OpenAIUse OpenRouter models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.OpenRouterio.kestra.plugin.langchain4j.provider.OpenRouterUse IBM watsonx.ai models
apiKey*Requiredstring
modelName*Requiredstring
projectId*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Use Cloudflare Workers AI models
accountId*Requiredstring
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
caPemstring
clientPemstring
typeobject
Possible Values
io.kestra.plugin.ai.provider.WorkersAIio.kestra.plugin.langchain4j.provider.WorkersAIUse ZhiPu AI models
apiKey*Requiredstring
modelName*Requiredstring
baseUrlstring
Default
https://open.bigmodel.cn/caPemstring
clientPemstring
maxRetriesintegerstring
maxTokenintegerstring
stopsarray
SubTypestring
typeobject
username*Requiredstring
configuration
Default
{}io.kestra.plugin.ai.domain.ChatConfiguration
logRequestsbooleanstring
logResponsesbooleanstring
maxTokenintegerstring
responseFormat
io.kestra.plugin.ai.domain.ChatConfiguration-ResponseFormat
jsonSchemaobject
jsonSchemaDescriptionstring
typestring
Default
TEXTPossible Values
TEXTJSONreturnThinkingbooleanstring
seedintegerstring
temperaturenumberstring
thinkingBudgetTokensintegerstring
thinkingEnabledbooleanstring
topKintegerstring
topPnumberstring
driverstring
jdbcUrlstring
maxPoolSizeintegerstring
Default
2typeobject
Retrieve web results with Tavily
apiKey*Requiredstring
maxResultsintegerstring
Default
3typeobject
Possible Values
io.kestra.plugin.ai.retriever.TavilyWebSearchio.kestra.plugin.langchain4j.retriever.TavilyWebSearchmaxSequentialToolsInvocations integerstring
name string
Default
toolsystemMessage string
tools Non-dynamic
Definitions
Invoke remote AI agent over A2A
description*Requiredstring
serverUrl*Requiredstring
namestring
Default
tooltypeobject
Execute JavaScript via Judge0
apiKey*Requiredstring
typeobject
Run MCP tools in Docker
image*Requiredstring
apiVersionstring
bindsarray
SubTypestring
commandarray
SubTypestring
dockerCertPathstring
dockerConfigstring
dockerContextstring
dockerHoststring
dockerTlsVerifybooleanstring
envobject
SubTypestring
logEventsbooleanstring
Default
falseregistryEmailstring
registryPasswordstring
registryUrlstring
registryUsernamestring
typeobject
Search the web with Google CSE
apiKey*Requiredstring
csi*Requiredstring
typeobject
Possible Values
io.kestra.plugin.ai.tool.GoogleCustomWebSearchio.kestra.plugin.langchain4j.tool.GoogleCustomWebSearchExecute Kestra flows from an agent
descriptionstring
flowIdstring
inheritLabelsbooleanstring
Default
falseinputsobject
labelsarrayobject
namespacestring
revisionintegerstring
scheduleDatestring
typeobject
Expose Kestra runnable tasks as tools
tasks*Requiredarray
typeobject
Call MCP server over SSE
sseUrl*Requiredstring
headersobject
SubTypestring
logRequestsbooleanstring
Default
falselogResponsesbooleanstring
Default
falsetimeoutstring
typeobject
Possible Values
io.kestra.plugin.ai.tool.SseMcpClientio.kestra.plugin.ai.tool.HttpMcpClientio.kestra.plugin.langchain4j.tool.HttpMcpClientRun MCP tools over stdio
command*Requiredarray
SubTypestring
envobject
SubTypestring
logEventsbooleanstring
Default
falsetypeobject
Possible Values
io.kestra.plugin.ai.tool.StdioMcpClientio.kestra.plugin.langchain4j.tool.StdioMcpClientCall MCP server over HTTP streaming
url*Requiredstring
headersobject
SubTypestring
logRequestsbooleanstring
Default
falselogResponsesbooleanstring
Default
falsetimeoutstring
typeobject
Search the web with Tavily
apiKey*Requiredstring
typeobject
Possible Values
io.kestra.plugin.ai.tool.TavilyWebSearchio.kestra.plugin.langchain4j.tool.TavilyWebSearch