II.
LibraryProcess overview
Reference · livelib-process:ai-agents-conversational--entity-extraction-slot-filling
entity-extraction-slot-filling overview
Entity Extraction and Slot Filling Implementation - Process for implementing entity extraction systems with custom entity types, slot filling for dialogue state, entity linking, normalization, and composite entity handling.
Attributes
displayName
entity-extraction-slot-filling
description
Entity Extraction and Slot Filling Implementation - Process for implementing entity extraction systems
with custom entity types, slot filling for dialogue state, entity linking, normalization, and composite entity handling.
libraryPath
library/specializations/ai-agents-conversational/entity-extraction-slot-filling.js
specialization
ai-agents-conversational
references
- - spaCy NER: https://spacy.io/usage/linguistic-features#named-entities - Hugging Face NER: https://huggingface.co/docs/transformers/tasks/token_classification - Rasa Entity Extraction: https://rasa.com/docs/rasa/nlu-training-data/#entities
example
const result = await orchestrate('specializations/ai-agents-conversational/entity-extraction-slot-filling', {
projectName: 'travel-booking-ner',
entityTypes: ['destination', 'date', 'num_travelers', 'travel_class'],
slotSchema: { destination: 'required', date: 'required', travelers: 'optional' }
});
usesAgents
- nlu-specialist
- data-annotator
- ner-trainer
- linking-developer
- normalization-developer
- composite-developer
usesSkills
- entity-extraction-templates
Outgoing edges
lib_applies_to_domain1
- domain:software-engineering·DomainSoftware Engineering
lib_belongs_to_specialization1
- specialization:ai-agents-conversational·Specialization
lib_implements_workflow1
- workflow:agent-evaluation-cycle·WorkflowAgent Evaluation Cycle
Incoming edges
None.