create_persona
Creates a new AI persona with specified attributes and characteristics
get_persona
Retrieves a specific persona by ID
update_persona
Updates an existing persona's attributes
delete_persona
Deletes a persona by ID
list_personas
Lists all available personas
create_skill
Creates a new skill definition
get_skill
Retrieves a specific skill by ID
update_skill
Updates an existing skill
delete_skill
Deletes a skill by ID
list_skills
Lists all available skills
create_template
Creates a new template
get_template
Retrieves a specific template by ID
update_template
Updates an existing template
delete_template
Deletes a template by ID
list_templates
Lists all available templates
create_agent
Creates a new agent
get_agent
Retrieves a specific agent by ID
update_agent
Updates an existing agent
delete_agent
Deletes an agent by ID
list_agents
Lists all available agents
create_memory
Creates a new memory entry
get_memory
Retrieves a specific memory by ID
update_memory
Updates an existing memory
delete_memory
Deletes a memory by ID
list_memories
Lists all available memories
create_ensemble
Creates a new ensemble of agents
get_ensemble
Retrieves a specific ensemble by ID
update_ensemble
Updates an existing ensemble
delete_ensemble
Deletes an ensemble by ID
list_ensembles
Lists all available ensembles
compress_response
Compresses a response using gzip or zlib
stream_response
Streams a response in chunks
deduplicate_content
Removes duplicate content semantically
summarize_content
Summarizes content using TF-IDF
manage_context_window
Manages context window size
cache_adaptively
Caches responses adaptively
batch_process
Processes items in batch
compress_prompt
Compresses a prompt for efficiency
store_working_memory
Stores a working memory entry
retrieve_working_memory
Retrieves a working memory entry
update_working_memory
Updates a working memory entry
delete_working_memory
Deletes a working memory entry
list_working_memories
Lists all working memory entries
search_working_memory
Searches working memory
consolidate_working_memory
Consolidates working memory entries
prune_working_memory
Prunes old working memory entries
export_working_memory
Exports working memory to file
import_working_memory
Imports working memory from file
clear_working_memory
Clears all working memory
score_quality
Scores content quality using ONNX models
assess_relevance
Assesses relevance of content
evaluate_coherence
Evaluates coherence of content
extract_entities
Extracts entities from text using BERT-based NER
detect_relationships
Detects relationships between entities
analyze_sentiment
Analyzes sentiment of text
model_topics
Models topics from text with coherence scoring