llm4s-docs
llm4s-docs
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org.llm4s
agent
guardrails
builtin
InjectionCategory
InjectionCategory
CodeInjection
DataExfiltration
InstructionOverride
Jailbreak
RoleManipulation
SystemPromptExtraction
InjectionMatch
InjectionPattern
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InjectionSensitivity
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High
Low
Medium
JSONValidator
JSONValidator
LLMFactualityGuardrail
LLMFactualityGuardrail
LLMQualityGuardrail
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LLMSafetyGuardrail
LLMSafetyGuardrail
LLMToneGuardrail
LLMToneGuardrail
LengthCheck
LengthCheck
PIIDetector
PIIDetector
PIIMasker
PIIMasker
ProfanityFilter
ProfanityFilter
PromptInjectionDetector
PromptInjectionDetector
RegexValidator
RegexValidator
SecretLeakGuardrail
SecretLeakGuardrail
Tone
Tone
Casual
Excited
Formal
Friendly
Neutral
Professional
ToneValidator
ToneValidator
patterns
PIIPatterns
PIIMatch
PIIType
BankAccount
CreditCard
DateOfBirth
Email
IPAddress
Passport
Phone
SSN
PIIType
rag
ContextRelevanceGuardrail
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GroundingGuardrail
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GroundingResult
RAGContext
RAGContext
RAGGuardrail
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RAGGuardrails
GuardrailConfig
SourceAttributionGuardrail
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SourceAttributionResult
TopicBoundaryGuardrail
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CompositeGuardrail
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Block
Fix
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First
memory
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And
ByConversation
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MinImportance
None
Not
Or
MemoryId
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MemoryManagerConfig
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MemoryStats
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MemoryStore
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MemoryStoreConfig
MemoryType
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Conversation
Custom
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Knowledge
Task
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MockEmbeddingService
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PostgresMemoryStore
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orchestration
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Plan
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Policies
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streaming
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TextComplete
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assistant
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Command
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Help
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New
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Info
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SessionState
SessionSummary
SessionSummary
ShowInstances
chunking
ChunkMetadata
ChunkMetadata
ChunkerFactory
Strategy
Markdown
Semantic
Sentence
Simple
Strategy
ChunkingConfig
ChunkingConfig
DocumentChunk
DocumentChunker
MarkdownChunker
MarkdownChunker
SemanticChunker
SemanticChunker
SentenceChunker
SentenceChunker
SimpleChunker
SimpleChunker
codegen
CodeGenExample
CodeTask
CodeTaskResult
CodeWorker
WorkspaceConfigSupport
WorkspaceSettings
WorkspaceSettings
config
BraveSearchToolConfig
ConfigKeys
DefaultConfig
DiscoveredModel
DuckDuckGoSearchToolConfig
ExaSearchToolConfig
ExaSearchToolConfig
Llm4sConfig
EmbeddingsChunkingSettings
EmbeddingsInputSettings
EmbeddingsUiSettings
TextEmbeddingModelSettings
PgSearchIndexConfigLoader
ProvidersConfigModel
NamedProviderConfig
ProvidersConfig
RawNamedProviderSection
RawProvidersConfig
context
tokens
StringTokenizer
Token
Tokenizer
TokenizerAccuracy
TokenizerAccuracy
Approximate
Exact
Unknown
TokenizerMapping
ArtifactStore
ArtifactStore
CompressionRule
CompressionRule
ContextConfig
ContextConfig
ContextManager
ContextManager
ContextStep
ContextStep
ConversationTokenCounter
ConversationTokenCounter
ConversationWindow
ConversationWindow
DeterministicCompressor
HistoryCompressor
HistoryDigest
LLMCompressedConversation
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ManagedConversation
MessageTokenInfo
PipelineStep
SemanticBlock
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SemanticBlockType
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Other
StandaloneAssistant
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core.safety
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future
UsingOps
error
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Open
ExecutionError
InvalidInputError
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NetworkError
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ServiceError
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TokenizerError
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UnknownError
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eval.dataset
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Example
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All
ByIds
ByTags
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JsonSchemaValidator
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extract
DocumentExtractor
DocumentFormat
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CSV
DOC
DOCX
HTML
JSON
Markdown
PDF
PlainText
Unknown
XML
ExtractedDocument
MediaExtractor
AudioContent
Extracted
ImageContent
TextContent
VideoContent
TikaDocumentExtractor
http
HttpRawResponse
HttpResponse
HttpResponse
JsonHttpResponse
Llm4sHttpClient
Llm4sHttpClient
MultipartPart
MultipartPart
FilePart
TextField
StreamingHttpResponse
identity
ModelId
ModelId
RuntimeId
RuntimeId
TokenizerId
TokenizerId
imagegeneration
provider
HttpClient
HttpClient
HuggingClientPayload
HuggingClientPayload
HuggingFaceClient
OpenAIImageClient
OpenAIImageClient
Parameters
Parameters
SimpleHttpClient
StabilityAIClient
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StableDiffusionImg2ImgPayload
StableDiffusionImg2ImgPayload
StableDiffusionPayload
StableDiffusionPayload
AuthenticationError
GeneratedImage
HealthStatus
HealthStatus
Degraded
Healthy
Unhealthy
Unknown
HuggingFaceConfig
ImageEditOptions
ImageGeneration
ImageGenerationClient
ImageGenerationConfig
ImageGenerationError
ImageGenerationOptions
ImageGenerationProvider
ImageGenerationProvider
DALLE
HuggingFace
StabilityAI
StableDiffusion
ImagePricingRegistry
ImagePricingEntry
ImageSize
ImageSize
Auto
Custom
Landscape1536x1024
Landscape768x512
Portrait1024x1536
Portrait512x768
Square1024
Square512
InstrumentedImageGenerationClient
InsufficientResourcesError
InvalidPromptError
OpenAIConfig
ProviderImageEditOptions
ProviderImageEditOptions
OpenAI
StableDiffusion
RateLimitError
ServiceError
ServiceStatus
StabilityAIConfig
StableDiffusionConfig
UnknownError
UnsupportedOperation
ValidationError
imageprocessing
config
AnthropicVisionConfig
ImageProcessingConfig
LocalImageProcessingConfig
OpenAIVisionConfig
provider
anthropicclient
AnthropicRequestBody
AnthropicVisionClient
ImageContent
ImageSource
Message
TextContent
LocalImageProcessor
OpenAIMessage
OpenAIRequestBody
OpenAIVisionClient
BoundingBox
DetectedEmotion
DetectedObject
ImageAnalysisResult
ImageEmbedding
ImageEmbeddingOptions
ImageMetadata
ImageOperation
ImageOperation
Blur
Brightness
Contrast
Crop
Grayscale
Normalize
Resize
Rotate
ImageProcessing
ImageProcessingClient
ProcessedImage
knowledgegraph
engine
GraphEngine
extraction
CoreferenceResolver
DocumentSource
EntityLinker
EntityTypeDefinition
ExtractionConfig
ExtractionSchema
ExtractionSchema
KnowledgeGraphGenerator
MultiDocumentGraphBuilder
PropertyDefinition
RelationshipTypeDefinition
SchemaGuidedExtractor
SchemaValidator
SchemaViolation
SourceTrackedGraph
SourceTrackedGraph
ValidationResult
graphrag
GraphCommunity
GraphCommunityHierarchy
GraphGlobalSearchResult
GraphHybridHit
GraphHybridSearchResult
GraphLocalSearchResult
GraphRAG
GraphRAGAnswer
GraphRAGConfig
GraphRAGMode
GraphRAGMode
Global
Hybrid
Local
neo4j
Neo4jGraphStore
Neo4jGraphStore
Config
query
Citation
GraphQAConfig
GraphQAPipeline
GraphQAResult
GraphQuery
GraphQuery
CompositeQuery
DescribeNode
FindNeighbors
FindNodes
FindPath
GraphQueryExecutor
GraphQueryResult
GraphQueryResult
GraphQueryTranslator
GraphRanking
IdentifiedEntity
NativeQuery
NativeQueryGenerator
QueryLanguage
QueryLanguage
Cypher
Gremlin
SPARQL
RankingAlgorithm
RankingAlgorithm
BetweennessCentrality
ClosenessCentrality
DegreeCentrality
PageRank
storage
Direction
Direction
Both
Incoming
Outgoing
EdgeNodePair
GraphFilter
GraphStats
GraphStore
InMemoryGraphStore
JsonGraphStore
TraversalConfig
tool
GraphQueryTool
GraphQueryToolResult
GraphQueryToolResult
Edge
Graph
Graph
Node
llmconnect
caching
CacheConfig
CacheConfig
CacheEntry
CacheKeyGenerator
CacheStats
CachedEmbeddingClient
CachingLLMClient
EmbeddingCache
InMemoryEmbeddingCache
config
AnthropicConfig
AnthropicConfig
AzureConfig
AzureConfig
CohereConfig
CohereConfig
ContextWindowResolver
ContextWindowResolver
DeepSeekConfig
DeepSeekConfig
EmbeddingModelConfig
EmbeddingProviderConfig
GeminiConfig
GeminiConfig
LangfuseConfig
LocalEmbeddingModels
MistralConfig
MistralConfig
ModelDimensionRegistry
OllamaConfig
OllamaConfig
OpenAIConfig
OpenAIConfig
OpenTelemetryConfig
ProviderConfig
TracingSettings
VertexAIConfig
VertexAIConfig
ZaiConfig
ZaiConfig
middleware
CachingMiddleware
ContentRedactor
ContentRedactor
RegexContentRedactor
InputSanitizationMiddleware
LLMClientPipeline
LLMClientPipeline
LLMMiddleware
LoggingMiddleware
MetricsMiddleware
MiddlewareClient
RateLimitingMiddleware
RequestIdMiddleware
model
AssistantMessage
AssistantMessage
Audio
AudioInput
ChunkDelta
ChunkDelta
Completion
CompletionChunk
CompletionOptions
Conversation
Conversation
EmbeddingError
EmbeddingRequest
EmbeddingResponse
EmbeddingResponse
EmbeddingUsage
EmbeddingVector
Image
ImageInput
MMInput
Message
Message
MessageRole
MessageRole
Assistant
System
Tool
User
Modality
MultimediaEmbeddingRequest
RawMediaInput
ReasoningEffort
ReasoningEffort
High
Low
Medium
None
ResponseFormat
ResponseFormat
Json
JsonSchema
ResponseFormatMapper
StreamedChunk
SystemMessage
SystemMessage
Text
TextChunkInput
TokenUsage
ToolCall
ToolCall
ToolMessage
ToolMessage
TraceHelper
UserMessage
UserMessage
Video
VideoInput
provider
AnthropicClient
AnthropicClient
CohereClient
CohereClient
CostEstimator
DeepSeekClient
DeepSeekClient
EmbeddingProvider
GeminiClient
GeminiClient
HttpErrorMapper
MetricsRecording
MistralClient
MistralClient
OllamaClient
OllamaClient
OllamaEmbeddingProvider
OpenAIClient
OpenAIClient
OpenAIEmbeddingProvider
OpenRouterClient
OpenRouterClient
VertexAIAuthProvider
VertexAIAuthProvider
VertexAIClient
VertexAIClient
VoyageAIEmbeddingProvider
ZaiClient
ZaiClient
serialization
OpenRouterToolCallDeserializer
StandardToolCallDeserializer
ToolCallDeserializer
streaming
AccumulatorSnapshot
AnthropicStreamingHandler
BaseStreamingResponseHandler
OpenAIStreamingHandler
SSEParser
SSEEvent
StreamingParser
StreamingAccumulator
StreamingAccumulator
StreamingOptions
StreamingOptions
Builder
StreamingResponseHandler
StreamingResponseHandler
StreamingToolArgumentParser
utils
ChunkingUtils
ClientHealth
ConnectionStatus
ConnectionStatus
Connected
Connecting
Disconnected
Error
ModelSelector
ProviderCapabilities
SimilarityUtils
BaseLifecycleLLMClient
EmbeddingClient
EmbeddingClient
JsonlProviderExchangeSink
LLMClient
LLMClientRetry
LLMConnect
LlmClientOptions
LlmClientOptions
ProviderExchange
ProviderExchangeLogging
Enabled
ProviderExchangeLogging
ProviderExchangeOutcome
ProviderExchangeSink
ProviderExchangeSink
mcp
ClientInfo
ClientInfo
InitializeRequest
InitializeRequest
InitializeResponse
InitializeResponse
JsonRpcError
JsonRpcError
JsonRpcNotification
JsonRpcNotification
JsonRpcRequest
JsonRpcRequest
JsonRpcResponse
JsonRpcResponse
MCPCapabilities
MCPCapabilities
MCPClient
MCPClientImpl
MCPClientImpl
MCPContent
MCPContent
MCPErrorCodes
MCPServer
MCPServer
MCPServerConfig
MCPServerConfig
MCPServerOptions
MCPSession
MCPTool
MCPTool
MCPToolRegistry
MCPToolRegistry
MCPTransport
MCPTransport
MCPTransportImpl
ResourceReference
ResourceReference
SSETransport
SSETransportImpl
ServerInfo
ServerInfo
StdioTransport
StdioTransportImpl
StreamableHTTPTransport
StreamableHTTPTransportImpl
ToolsCallRequest
ToolsCallRequest
ToolsCallResponse
ToolsCallResponse
ToolsListResponse
ToolsListResponse
media
AudioMediaType
ImageMediaType
MediaCategory
MediaCategory
Application
Audio
Image
Text
Video
MediaType
MediaType
Bmp
Flac
Gif
Jpeg
Mp3
Ogg
Png
Tiff
Wav
WebP
metrics
CostTracker
CostTracker
ErrorKind
ErrorKind
Authentication
ExecutionError
Network
RateLimit
ServiceError
Timeout
Unknown
Validation
MetricsCollector
MetricsCollector
Outcome
Outcome
Error
Success
PrometheusEndpoint
PrometheusEndpoint
PrometheusMetrics
PrometheusMetrics
model
DefaultRequestTransformer
ModelCapabilities
ModelCapabilities
ModelMetadata
ModelMetadata
ModelMode
ModelMode
AudioSpeech
AudioTranscription
Chat
Completion
Embedding
ImageGeneration
Moderation
Rerank
Search
Unknown
ModelPricing
ModelPricing
ModelRegistryConfig
ModelRegistryConfig
ModelRegistryService
ModelRegistryService
RequestTransformer
RequestTransformer
TransformationResult
TransformationResult
rag
benchmark
BenchmarkReport
BenchmarkResults
BenchmarkResults
BenchmarkRunner
BenchmarkRunner
BenchmarkRunnerOptions
BenchmarkSuite
BenchmarkSuite
DatasetFormat
DatasetFormat
MultiHopRAG
RAGBench
TestDataset
Unknown
DatasetManager
DatasetManager
Paths
EmbeddingConfig
EmbeddingConfig
Ollama
OpenAI
Voyage
ExperimentComparison
ExperimentResult
ExperimentResult
GeneratorOptions
GroundTruthGenerator
GroundTruthGenerator
RAGAnswer
RAGExperimentConfig
RAGExperimentConfig
RAGPipeline
RAGPipeline
ReportFormat
ReportFormat
Console
Json
Markdown
TimingInfo
TimingInfo
embed
FileEmbedder
FileEmbeddingConfig
TextChunkingConfig
TextChunkingConfig
evaluation
metrics
AnswerRelevancy
AnswerRelevancy
ContextPrecision
ContextPrecision
ContextRecall
ContextRecall
FactAttribution
Faithfulness
Faithfulness
ClaimVerification
EvalResult
EvalSample
EvalSummary
EvaluationError
EvaluationError
EvaluatorOptions
MetricResult
RAGASEvaluator
RAGASEvaluator
RAGASFactory
RAGASLangfuseObserver
RAGASLangfuseObserver
RAGASMetric
RequiredInput
RequiredInput
Answer
Contexts
GroundTruth
Question
TestDataset
TestDataset
loader
internal
GlobPatternMatcher
HtmlContentExtractor
ExtractionResult
RobotsTxtParser
RobotsTxt
RobotsTxt
UrlNormalizer
s3
S3DocumentSource
S3DocumentSource
S3Loader
CrawlerConfig
CrawlerConfig
DirectoryLoader
DirectoryLoader
Document
Document
DocumentHints
DocumentHints
DocumentLoader
DocumentLoaders
DocumentRef
DocumentRegistry
DocumentSource
DocumentSource
DocumentVersion
DocumentVersion
FileLoader
FileLoader
InMemoryDocumentRegistry
InMemoryDocumentRegistry
LoadResult
LoadResult
Failure
Skipped
Success
LoadStats
LoadStats
LoadingConfig
LoadingConfig
RawDocument
SourceBackedLoader
SourceBackedLoader
SyncStats
SyncStats
SyncableSource
TextLoader
TextLoader
TextLoaderBuilder
UrlLoader
UrlLoader
WebCrawlerLoader
WebCrawlerLoader
permissions
pg
MigrationStats
PgCollectionStore
PgPrincipalStore
PgSchemaManager
PgSearchIndex
PgSearchIndex
ChunkWithEmbedding
Collection
CollectionConfig
CollectionConfig
CollectionPath
CollectionPath
CollectionPattern
CollectionPattern
All
AllDescendants
Exact
ImmediateChildren
CollectionStats
CollectionStore
ExternalPrincipal
ExternalPrincipal
Group
User
PrincipalId
PrincipalId
PrincipalStore
SearchIndex
SearchIndex
PgConfig
UserAuthorization
UserAuthorization
transform
IdentityTransformer
IdentityTransformer
LLMQueryRewriter
LLMQueryRewriter
QueryTransformer
QueryTransformer
EmbeddingProvider
EmbeddingProvider
Ollama
OpenAI
Voyage
RAG
RAG
RAGConfigOps
RAGAnswerResult
RAGConfig
RAGConfig
RAGSearchResult
RAGStats
RerankingStrategy
RerankingStrategy
Cohere
LLM
None
reliability
CircuitBreakerConfig
CircuitBreakerConfig
CircuitState
CircuitState
Closed
HalfOpen
Open
ReliabilityConfig
ReliabilityConfig
ReliabilitySyntax
LLMClientOps
ReliableClient
ReliableClient
ReliableProviders
RetryPolicy
RetryPolicy
reranker
CohereReranker
CohereReranker
LLMReranker
LLMReranker
RerankError
RerankProviderConfig
RerankRequest
RerankResponse
RerankResult
Reranker
RerankerFactory
Backend
Cohere
LLM
None
Backend
resource
ManagedResource
ManagedResource
ManagedResourceOps
security
RegexSafetyManager
RegexComplexityException
shared
CancelCommandMessage
CancelCommandMessage
CommandCompletedMessage
CommandCompletedMessage
CommandIdGenerator
CommandMessage
CommandMessage
CommandStartedMessage
CommandStartedMessage
DeleteOperation
DeleteOperation
ErrorMessage
ErrorMessage
ExecuteCommandCommand
ExecuteCommandCommand
ExecuteCommandResponse
ExecuteCommandResponse
ExploreFilesCommand
ExploreFilesCommand
ExploreFilesResponse
ExploreFilesResponse
FileEntry
FileEntry
FileMetadata
FileMetadata
FileOperation
FileOperation
GetWorkspaceInfoCommand
GetWorkspaceInfoCommand
GetWorkspaceInfoResponse
GetWorkspaceInfoResponse
HeartbeatMessage
HeartbeatMessage
HeartbeatResponseMessage
HeartbeatResponseMessage
InsertOperation
InsertOperation
ModifyFileCommand
ModifyFileCommand
ModifyFileResponse
ModifyFileResponse
ProtocolCodec
ReadFileCommand
ReadFileCommand
ReadFileResponse
ReadFileResponse
RegexReplaceOperation
RegexReplaceOperation
ReplaceOperation
ReplaceOperation
ResponseMessage
ResponseMessage
SearchFilesCommand
SearchFilesCommand
SearchFilesResponse
SearchFilesResponse
SearchMatch
SearchMatch
StreamingOutputMessage
StreamingOutputMessage
WebSocketMessage
WebSocketMessage
WorkspaceAgentCommand
WorkspaceAgentCommand
WorkspaceAgentErrorResponse
WorkspaceAgentErrorResponse
WorkspaceAgentException
WorkspaceAgentInterface
WorkspaceAgentInterfaceRemote
WorkspaceAgentInterfaceRemote
WorkspaceAgentResponse
WorkspaceAgentResponse
WorkspaceLimits
WorkspaceLimits
WorkspaceSandboxConfig
WorkspaceSandboxConfig
WriteFileCommand
WriteFileCommand
WriteFileResponse
WriteFileResponse
speech
io
AudioIO
AudioIOError
SaveFailed
BinaryReader
BinaryReader
ByteArrayOps
BinaryWriter
BinaryWriter
DataOutputStreamOps
WavFileGenerator
WavError
WavGenerationFailed
WavSaveFailed
processing
AudioConsumer
AudioConsumers
FileConsumer
LoggingConsumer
NoOpConsumer
ValidationConsumer
AudioConverter
AudioConverter
CompositeConverter
FilteredConverter
FlatMappedConverter
IdentityConverter
MappedConverter
MonoConverter
ResampleConverter
SilenceTrimmer
AudioInputExtractors
BytesExtractor
MetadataExtractor
PathExtractor
StreamExtractor
AudioPreprocessing
AudioProcessing
AudioProcessor
AudioValidations
AudioValidator
AudioValidator
AudioDataValidator
CompositeValidator
NonEmptyAudioValidator
STTMetadataValidator
ValidatedSTTMetadataValidator
stt
STTError
STTError
EngineNotAvailable
InvalidInput
ProcessingFailed
UnsupportedFormat
STTOptions
STTOptions
SpeechToText
Transcription
VoskSpeechToText
VoskSpeechToText
WhisperSpeechToText
WhisperSpeechToText
WordTimestamp
WordTimestamp
tts
TTSError
TTSError
EngineNotAvailable
SynthesisFailed
TTSOptions
Tacotron2TextToSpeech
TextToSpeech
util
PlatformCommands
AudioFormat
AudioFormat
RawPcm16
WavPcm16
AudioInput
AudioInput
BytesAudio
FileAudio
StreamAudio
AudioMeta
GeneratedAudio
syntax
syntax
ResultOps
toolapi
builtin
core
CalculatorResult
CalculatorResult
CalculatorTool
DateTimeComponents
DateTimeResult
DateTimeResult
DateTimeTool
JSONResult
JSONResult
JSONTool
UUIDResult
UUIDResult
UUIDTool
UUIDsResult
UUIDsResult
filesystem
FileConfig
FileEntry
FileEntry
FileInfoResult
FileInfoResult
FileInfoTool
ListDirectoryResult
ListDirectoryResult
ListDirectoryTool
ReadFileResult
ReadFileResult
ReadFileTool
WriteConfig
WriteFileResult
WriteFileResult
WriteFileTool
http
HTTPResult
HTTPResult
HTTPTool
HttpConfig
HttpConfig
search
BraveImageResult
BraveImageResult
BraveImageSearchResult
BraveImageSearchResult
BraveNewsResult
BraveNewsResult
BraveNewsSearchResult
BraveNewsSearchResult
BraveSearchCategory
BraveSearchCategory
Image
News
Video
Web
BraveSearchConfig
BraveSearchTool
BraveVideoResult
BraveVideoResult
BraveVideoSearchResult
BraveVideoSearchResult
BraveWebResult
BraveWebResult
BraveWebSearchResult
BraveWebSearchResult
Category
Category
Company
FinancialReport
Github
LinkedinProfile
News
Pdf
PersonalSite
ResearchPaper
Tweet
DuckDuckGoSearchConfig
DuckDuckGoSearchResult
DuckDuckGoSearchResult
DuckDuckGoSearchTool
ExaResult
ExaResult
ExaSearchConfig
ExaSearchResult
ExaSearchResult
ExaSearchTool
RelatedTopic
RelatedTopic
SafeSearch
SafeSearch
Moderate
Off
Strict
SearchType
SearchType
Auto
Deep
Fast
Neural
shell
ShellConfig
ShellConfig
ShellResult
ShellResult
ShellTool
BuiltinTools
tools
WeatherTool
WeatherResult
ArraySchema
AzureToolHelper
BooleanSchema
IntegerSchema
NullableSchema
NumberSchema
ObjectSchema
PropertyDefinition
SafeParameterExtractor
SafeParameterExtractor
Schema
SchemaDefinition
StringSchema
ToolBuilder
ToolBuilder
ToolCallError
ToolCallError
ExecutionError
HandlerError
InvalidArguments
NullArguments
Timeout
UnknownFunction
ToolCallErrorJson
ToolCallRequest
ToolExecutionConfig
ToolExecutionStrategy
ToolExecutionStrategy
Parallel
ParallelWithLimit
Sequential
ToolFunction
ToolParameterError
ToolParameterError
InvalidNesting
MissingParameter
MultipleErrors
NullParameter
TypeMismatch
ToolRegistry
ToolRegistry
ToolRetryPolicy
WorkspaceTools
trace
model
Span
Span
SpanEvent
SpanEvent
SpanId
SpanId
SpanKind
SpanKind
AgentCall
Cache
Embedding
Internal
LlmCall
NodeExecution
Rag
ToolCall
SpanStatus
SpanStatus
Error
Ok
Running
SpanValue
SpanValue
BooleanValue
DoubleValue
LongValue
SpanValueOps
StringListValue
StringValue
Trace
Trace
TraceModelJson
SpanEventJson
SpanIdJson
SpanJson
SpanKindJson
SpanStatusJson
SpanValueJson
TraceIdJson
TraceJson
store
InMemoryTraceStore
InMemoryTraceStore
TracePage
TraceQuery
TraceQuery
TraceStore
AnsiColors
ConsoleTracing
DefaultLangfuseBatchSender
LangfuseBatchSender
LangfuseHttpApiCaller
LangfuseTracing
LangfuseTracing
NoOpTracing
OpenTelemetryTracing
OpenTelemetryTracing
TraceCollectorTracing
TraceCollectorTracing
TraceEvent
TraceEvent
AgentInitialized
AgentStateUpdated
CacheHit
CacheMiss
CacheMissReason
LowSimilarity
OptionsMismatch
TtlExpired
CacheMissReason
CompletionReceived
CostRecorded
CustomEvent
EmbeddingUsageRecorded
ErrorOccurred
ImageGenerationCompleted
RAGOperationCompleted
TokenUsageRecorded
ToolExecuted
Tracing
Tracing
TracingComposer
TracingComposer
TracingMode
TracingMode
Console
Langfuse
NoOp
OpenTelemetry
types
typeclass
Encoder
Encoder
EncoderOps
LLMCapable
LLMCapable
LLMCapableOps
AgentId
AgentId
ArtifactKey
ArtifactKey
AudioId
CacheKey
CodeTaskId
CompletionId
CompletionId
CompressionTarget
CompressionTarget
ContentSize
ContentSize
ContextSummary
DirectoryPath
DirectoryPath
EmbeddingId
EstimationAccuracy
High
Low
Medium
EstimationAccuracy
ExternalizedContent
FilePath
FilePath
FineTuningJobId
FutureOps
HeadroomPercent
HeadroomPercent
ImageId
ImagePrompt
JwtToken
MCPClientName
MCPProtocolVersion
MCPServerName
MessageId
MetricName
OAuthToken
OptionOps
OrganizationId
PaginationInfo
PlanId
PlanId
PluginId
PluginVersion
ProjectId
ProviderModelTypes
ApiKey
BaseUrl
ModelName
ProviderKind
ProviderKind
ProviderName
RequestId
SearchQuery
SemanticBlockId
SemanticBlockId
SessionId
SessionId
StepId
TeamId
TemplateName
TokenEstimate
TokenEstimate
ToolCallId
ToolCallId
ToolName
TraceId
TryOps
Url
Url
VideoId
WorkflowId
WorkspaceId
util
LiftToResult
LiftToResult
RateLimitedLogger
RateLimitedLogger
SecretPatterns
SecretMatch
SecretType
SecretType
AnthropicKey
AwsAccessKey
GoogleApiKey
JwtToken
LangfuseKey
OpenAIKey
PrivateKeyPem
VoyageKey
SqlIdentifier
vectorstore
AsyncHybridSearcher
AsyncHybridSearcher
AsyncKeywordIndex
AsyncKeywordIndex
AsyncKeywordIndexWrapper
AsyncPgVectorStore
AsyncPgVectorStore
AsyncVectorStore
AsyncVectorStore
FusionStrategy
FusionStrategy
KeywordOnly
RRF
VectorOnly
WeightedScore
HikariDefaults
HybridSearchResult
HybridSearcher
HybridSearcher
Config
Config
KeywordDocument
KeywordIndex
KeywordIndex
KeywordIndexStats
KeywordSearchResult
MetadataFilter
MetadataFilter
All
And
Contains
Equals
FilterOps
HasKey
In
Not
Or
PgKeywordIndex
PgKeywordIndex
Config
Config
PgVectorStore
PgVectorStore
Config
PostgresVectorHelpers
QdrantVectorStore
QdrantVectorStore
Config
SQLiteKeywordIndex
SQLiteKeywordIndex
Config
Config
SQLiteVectorStore
SQLiteVectorStore
ScoredRecord
ScoredRecord
VectorRecord
VectorRecord
VectorStore
VectorStoreFactory
Backend
PgVector
Qdrant
SQLite
Backend
Config
Config
VectorStoreStats
workspace
ContainerisedWorkspace
AsyncResult
Result
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