Menu
Rasa ProRasa StudioRasa Open SourceRasa X/Enterprise
Blog
Community
  • Community Hub
  • Forum
  • How to Contribute
  • Community Showcase
  • Introduction
  • Rasa Pro
  • Installation
    • Setting up your environment
    • Installing Rasa Open Source
    • Installing Rasa Pro
      • Rasa Pro Artifacts
      • Rasa Pro Installation
  • Building Assistants
    • Migrate From (beta)
    • Command Line Interface
    • Best Practices
      • Conversation-Driven Development
      • Generating NLU Data
      • Writing Conversation Data
    • Conversation Patterns
      • Chitchat and FAQs
      • Handling Business Logic
      • Fallback and Human Handoff
      • Handling Unexpected Input
      • Contextual Conversations
      • Reaching Out to the User
    • Preparing For Production
      • Connecting to a Channel
      • Tuning Your NLU Model
      • Testing Your Assistant
      • Setting up CI/CD
    • Rasa Glossary
  • Deploying Assistants
    • Introduction
    • Deploy Rasa
    • Deploy Action Server
    • Deploy Rasa Pro Services
  • Monitoring and Analyzing Assistants
    • Analytics
      • Getting started
      • Real-Time Markers
      • Example queries
      • Data structure reference
    • Tracing
    • Load Testing Guidelines
  • PII Management
  • Concepts
    • Training Data
      • Training Data Format
      • NLU Training Data
      • Stories
      • Rules
    • Domain
    • Config
      • Overview
      • Pipeline Components
      • Policies
      • Custom Graph Components
      • Importers
      • Language Support
      • Graph Recipe
      • Spaces
    • Actions
      • Overview
      • Responses
      • Custom Actions
      • Forms
      • Default Actions
      • Slot Validation Actions
    • Evaluation
      • Markers
    • Channel Connectors
      • Text & Chat
        • Facebook Messenger
        • Slack
        • Telegram
        • Twilio
        • Google Hangouts Chat
        • Microsoft Bot Framework
        • Cisco Webex Teams
        • RocketChat
        • Mattermost
      • Voice
        • Audiocodes VoiceAI Connect
      • Custom Connectors
    • Architecture
      • Overview
      • Tracker Stores
      • Event Brokers
      • Model Storage
      • Lock Stores
      • Secrets Managers
      • Using NLU Only
      • NLG
  • Action Server
    • Introduction
    • Action Server Fundamentals
      • Actions
      • Events
    • Using the Rasa SDK
      • Running a Rasa SDK Server
      • Writing Custom Actions
        • Actions
        • Tracker
        • Dispatcher
        • Events
        • Special Action Types
          • Knowledge Base Actions
          • Slot Validation Actions
      • Sanic Extensions
  • APIs
    • HTTP API
    • NLU-Only Server
  • Reference
    • Rasa Telemetry
    • Telemetry Event Reference
    • Code reference
      • rasa.cli
        • rasa.cli.arguments
          • rasa.cli.arguments.data
          • rasa.cli.arguments.default_arguments
          • rasa.cli.arguments.evaluate
          • rasa.cli.arguments.interactive
          • rasa.cli.arguments.run
          • rasa.cli.arguments.test
          • rasa.cli.arguments.train
          • rasa.cli.arguments.visualize
          • rasa.cli.arguments.x
        • rasa.cli.data
        • rasa.cli.evaluate
        • rasa.cli.export
        • rasa.cli.interactive
        • rasa.cli.run
        • rasa.cli.scaffold
        • rasa.cli.shell
        • rasa.cli.telemetry
        • rasa.cli.test
        • rasa.cli.train
        • rasa.cli.utils
        • rasa.cli.visualize
        • rasa.cli.x
      • rasa.core
        • rasa.core.actions
          • rasa.core.actions.action
          • rasa.core.actions.forms
        • rasa.core.brokers
          • rasa.core.brokers.broker
          • rasa.core.brokers.file
          • rasa.core.brokers.kafka
          • rasa.core.brokers.pika
          • rasa.core.brokers.sql
        • rasa.core.channels
          • rasa.core.channels.botframework
          • rasa.core.channels.callback
          • rasa.core.channels.channel
          • rasa.core.channels.console
          • rasa.core.channels.facebook
          • rasa.core.channels.hangouts
          • rasa.core.channels.mattermost
          • rasa.core.channels.rasa_chat
          • rasa.core.channels.rest
          • rasa.core.channels.rocketchat
          • rasa.core.channels.slack
          • rasa.core.channels.socketio
          • rasa.core.channels.telegram
          • rasa.core.channels.twilio
          • rasa.core.channels.twilio_voice
          • rasa.core.channels.webexteams
        • rasa.core.evaluation
          • rasa.core.evaluation.marker
          • rasa.core.evaluation.marker_base
          • rasa.core.evaluation.marker_stats
          • rasa.core.evaluation.marker_tracker_loader
        • rasa.core.featurizers
          • rasa.core.featurizers.precomputation
          • rasa.core.featurizers.single_state_featurizer
          • rasa.core.featurizers.tracker_featurizers
        • rasa.core.nlg
          • rasa.core.nlg.callback
          • rasa.core.nlg.generator
          • rasa.core.nlg.interpolator
          • rasa.core.nlg.response
        • rasa.core.policies
          • rasa.core.policies.ensemble
          • rasa.core.policies.memoization
          • rasa.core.policies.policy
          • rasa.core.policies.rule_policy
          • rasa.core.policies.ted_policy
          • rasa.core.policies.unexpected_intent_policy
        • rasa.core.training
          • rasa.core.training.converters
            • rasa.core.training.converters.responses_prefix_converter
          • rasa.core.training
          • rasa.core.training.interactive
          • rasa.core.training.story_conflict
          • rasa.core.training.training
        • rasa.core.agent
        • rasa.core.exceptions
        • rasa.core.exporter
        • rasa.core.http_interpreter
        • rasa.core.jobs
        • rasa.core.lock
        • rasa.core.lock_store
        • rasa.core.migrate
        • rasa.core.processor
        • rasa.core.run
        • rasa.core.test
        • rasa.core.tracker_store
        • rasa.core.train
        • rasa.core.utils
        • rasa.core.visualize
      • rasa.engine
        • rasa.engine.recipes
          • rasa.engine.recipes.default_recipe
          • rasa.engine.recipes.graph_recipe
          • rasa.engine.recipes.recipe
        • rasa.engine.runner
          • rasa.engine.runner.dask
          • rasa.engine.runner.interface
        • rasa.engine.storage
          • rasa.engine.storage.local_model_storage
          • rasa.engine.storage.resource
          • rasa.engine.storage.storage
        • rasa.engine.training
          • rasa.engine.training.components
          • rasa.engine.training.fingerprinting
          • rasa.engine.training.graph_trainer
          • rasa.engine.training.hooks
        • rasa.engine.caching
        • rasa.engine.exceptions
        • rasa.engine.graph
        • rasa.engine.loader
        • rasa.engine.validation
      • rasa.graph_components
        • rasa.graph_components.converters
          • rasa.graph_components.converters.nlu_message_converter
        • rasa.graph_components.providers
          • rasa.graph_components.providers.domain_for_core_training_provider
          • rasa.graph_components.providers.domain_provider
          • rasa.graph_components.providers.forms_provider
          • rasa.graph_components.providers.nlu_training_data_provider
          • rasa.graph_components.providers.responses_provider
          • rasa.graph_components.providers.rule_only_provider
          • rasa.graph_components.providers.story_graph_provider
          • rasa.graph_components.providers.training_tracker_provider
        • rasa.graph_components.validators
          • rasa.graph_components.validators.default_recipe_validator
          • rasa.graph_components.validators.finetuning_validator
      • rasa.nlu
        • rasa.nlu.classifiers
          • rasa.nlu.classifiers.classifier
          • rasa.nlu.classifiers.diet_classifier
          • rasa.nlu.classifiers.fallback_classifier
          • rasa.nlu.classifiers.keyword_intent_classifier
          • rasa.nlu.classifiers.logistic_regression_classifier
          • rasa.nlu.classifiers.mitie_intent_classifier
          • rasa.nlu.classifiers.regex_message_handler
          • rasa.nlu.classifiers.sklearn_intent_classifier
        • rasa.nlu.emulators
          • rasa.nlu.emulators.dialogflow
          • rasa.nlu.emulators.emulator
          • rasa.nlu.emulators.luis
          • rasa.nlu.emulators.no_emulator
          • rasa.nlu.emulators.wit
        • rasa.nlu.extractors
          • rasa.nlu.extractors.crf_entity_extractor
          • rasa.nlu.extractors.duckling_entity_extractor
          • rasa.nlu.extractors.entity_synonyms
          • rasa.nlu.extractors.extractor
          • rasa.nlu.extractors.mitie_entity_extractor
          • rasa.nlu.extractors.regex_entity_extractor
          • rasa.nlu.extractors.spacy_entity_extractor
        • rasa.nlu.featurizers
          • rasa.nlu.featurizers.dense_featurizer
            • rasa.nlu.featurizers.dense_featurizer.convert_featurizer
            • rasa.nlu.featurizers.dense_featurizer.dense_featurizer
            • rasa.nlu.featurizers.dense_featurizer.lm_featurizer
            • rasa.nlu.featurizers.dense_featurizer.mitie_featurizer
            • rasa.nlu.featurizers.dense_featurizer.spacy_featurizer
          • rasa.nlu.featurizers.sparse_featurizer
            • rasa.nlu.featurizers.sparse_featurizer.count_vectors_featurizer
            • rasa.nlu.featurizers.sparse_featurizer.lexical_syntactic_featurizer
            • rasa.nlu.featurizers.sparse_featurizer.regex_featurizer
            • rasa.nlu.featurizers.sparse_featurizer.sparse_featurizer
          • rasa.nlu.featurizers.featurizer
        • rasa.nlu.selectors
          • rasa.nlu.selectors.response_selector
        • rasa.nlu.tokenizers
          • rasa.nlu.tokenizers.jieba_tokenizer
          • rasa.nlu.tokenizers.mitie_tokenizer
          • rasa.nlu.tokenizers.spacy_tokenizer
          • rasa.nlu.tokenizers.tokenizer
          • rasa.nlu.tokenizers.whitespace_tokenizer
        • rasa.nlu.utils
          • rasa.nlu.utils.hugging_face
            • rasa.nlu.utils.hugging_face.transformers_pre_post_processors
          • rasa.nlu.utils
          • rasa.nlu.utils.bilou_utils
          • rasa.nlu.utils.mitie_utils
          • rasa.nlu.utils.pattern_utils
          • rasa.nlu.utils.spacy_utils
        • rasa.nlu.convert
        • rasa.nlu.model
        • rasa.nlu.persistor
        • rasa.nlu.run
        • rasa.nlu.test
      • rasa.shared
        • rasa.shared.core
          • rasa.shared.core.training_data
            • rasa.shared.core.training_data.story_reader
              • rasa.shared.core.training_data.story_reader.story_reader
              • rasa.shared.core.training_data.story_reader.story_step_builder
              • rasa.shared.core.training_data.story_reader.yaml_story_reader
            • rasa.shared.core.training_data.story_writer
              • rasa.shared.core.training_data.story_writer.story_writer
              • rasa.shared.core.training_data.story_writer.yaml_story_writer
            • rasa.shared.core.training_data.loading
            • rasa.shared.core.training_data.structures
            • rasa.shared.core.training_data.visualization
          • rasa.shared.core.constants
          • rasa.shared.core.conversation
          • rasa.shared.core.domain
          • rasa.shared.core.events
          • rasa.shared.core.generator
          • rasa.shared.core.slot_mappings
          • rasa.shared.core.slots
          • rasa.shared.core.trackers
        • rasa.shared.importers
          • rasa.shared.importers.importer
          • rasa.shared.importers.multi_project
          • rasa.shared.importers.rasa
          • rasa.shared.importers.utils
        • rasa.shared.nlu
          • rasa.shared.nlu.training_data
            • rasa.shared.nlu.training_data.formats
              • rasa.shared.nlu.training_data.formats.dialogflow
              • rasa.shared.nlu.training_data.formats.luis
              • rasa.shared.nlu.training_data.formats.rasa
              • rasa.shared.nlu.training_data.formats.rasa_yaml
              • rasa.shared.nlu.training_data.formats.readerwriter
              • rasa.shared.nlu.training_data.formats.wit
            • rasa.shared.nlu.training_data.schemas
              • rasa.shared.nlu.training_data.schemas.data_schema
            • rasa.shared.nlu.training_data.entities_parser
            • rasa.shared.nlu.training_data.features
            • rasa.shared.nlu.training_data.loading
            • rasa.shared.nlu.training_data.lookup_tables_parser
            • rasa.shared.nlu.training_data.message
            • rasa.shared.nlu.training_data.synonyms_parser
            • rasa.shared.nlu.training_data.training_data
            • rasa.shared.nlu.training_data.util
          • rasa.shared.nlu.interpreter
        • rasa.shared.utils
          • rasa.shared.utils.cli
          • rasa.shared.utils.common
          • rasa.shared.utils.io
          • rasa.shared.utils.pykwalify_extensions
          • rasa.shared.utils.validation
        • rasa.shared.data
        • rasa.shared.exceptions
      • rasa.utils
        • rasa.utils.tensorflow
          • rasa.utils.tensorflow.callback
          • rasa.utils.tensorflow.crf
          • rasa.utils.tensorflow.data_generator
          • rasa.utils.tensorflow.environment
          • rasa.utils.tensorflow.exceptions
          • rasa.utils.tensorflow.layers
          • rasa.utils.tensorflow.layers_utils
          • rasa.utils.tensorflow.metrics
          • rasa.utils.tensorflow.model_data
          • rasa.utils.tensorflow.model_data_utils
          • rasa.utils.tensorflow.models
          • rasa.utils.tensorflow.rasa_layers
          • rasa.utils.tensorflow.transformer
        • rasa.utils.common
        • rasa.utils.converter
        • rasa.utils.endpoints
        • rasa.utils.io
        • rasa.utils.llm
        • rasa.utils.log_utils
        • rasa.utils.plotting
        • rasa.utils.train_utils
      • rasa.__main__
      • rasa.api
      • rasa.exceptions
      • rasa.jupyter
      • rasa.model
      • rasa.model_testing
      • rasa.model_training
      • rasa.plugin
      • rasa.server
      • rasa.telemetry
      • rasa.validator
  • Change Log
    • Rasa Pro Change Log
    • Rasa Open Source Change Log
    • Rasa SDK Change Log
    • Compatibility Matrix
    • Version Migration Guide
    • Actively Maintained Versions
  • API Spec Pages
    • Rasa HTTP API
    • Rasa Action Server API
Main/Unreleased
  • Main/Unreleased
  • 3.x
  • 2.x
  • Legacy 1.x
Logo of the Rasa Open Source project

Rasa Documentation

notice

This is unreleased documentation for Rasa Documentation Main/Unreleased version.
For the latest released documentation, see the latest version (3.x).

Version: Main/Unreleased

rasa.utils.tensorflow.exceptions

TFLayerConfigException Objects#

class TFLayerConfigException(RasaException)

Raised when wrong parameters are passed to tensorflow layers.

Previous
« rasa.utils.tensorflow.environment
Next
rasa.utils.tensorflow.layers »
Last updated on 12/6/2024 by Anthony De Guzman
Edit this page
  • TFLayerConfigException Objects
Copyright © 2024 Rasa Technologies GmbH