This is documentation for Kamiwaza **0.9.3**, which is no longer actively maintained. For the current GA release, see [**1.0.1**](https://docs.kamiwaza.ai/). Version: 0.9.3 ## Documentation Todo List ## Authentication Service ### login_for_access_token Login to get access token ### verify_token Verify authentication token ### create_local_user Create new local user ### list_users List all users ### read_users_me Get current user info ### login_local Local login ### read_user Get specific user info ### update_user Update user details ### delete_user Delete user ### read_own_permissions Get own permissions ### create_organization Create new organization ### read_organization Get organization info ### update_organization Update organization ### delete_organization Delete organization ### create_group Create new group ### read_group Get group info ### update_group Update group ### delete_group Delete group ### create_role Create new role ### read_role Get role info ### update_role Update role ### delete_role Delete role ### create_right Create new right ### read_right Get right info ### update_right Update right ### delete_right Delete right ### add_user_to_group Add user to group ### remove_user_from_group Remove user from group ### assign_role_to_group Assign role to group ### remove_role_from_group Remove role from group ### assign_right_to_role Assign right to role ### remove_right_from_role Remove right from role ## Model Service ### get_model Get model by ID ### create_model Create new model ### delete_model Delete model ### list_models List all models ### search_models Search for models ### initiate_model_download Start model download ### check_download_status Check model download status ### get_model_files_download_status Get file download status ### get_model_by_repo_id Get model by repo ID ### get_model_memory_usage Get model memory usage ### delete_model_file Delete model file ### get_model_file Get model file ### get_model_files_by_model_id Get files by model ID ### list_model_files List all model files ### create_model_file Create model file ### search_hub_model_files Search hub model files ### get_model_file_memory_usage Get file memory usage ### create_model_config Create model config ### get_model_configs Get model configs ### get_model_configs_for_model Get configs for model ## Serving Service ### start_ray Start Ray service ### get_status Get Ray status ### estimate_model_vram Estimate model VRAM ### deploy_model Deploy a model ### list_deployments List model deployments ### get_deployment Get deployment info ### stop_deployment Stop deployment ### get_deployment_status Get deployment status ### list_model_instances List model instances ### get_model_instance Get instance info ### get_health Get deployment health ### unload_model Unload model ### load_model Load model ### simple_generate Simple text generation ### generate Advanced text generation ## VectorDB Service ### create_vectordb Create vector database ### get_vectordbs List vector databases ### get_vectordb Get vector database ### remove_vectordb Remove vector database ### insert_vectors Insert vectors ### search_vectors Search vectors ### insert Simplified vector insertion ### search Simplified vector search ## Embedding Service ### chunk_text Chunk text into pieces ### embed_chunks Generate embeddings ### create_embedding Create embedding ### get_embedding Get embedding ### reset_model Reset embedding model ### call Generate batch embeddings ### initialize_provider Initialize embedding provider ### HuggingFaceEmbedding Create HuggingFace embedder ### get_providers List available providers ## Retrieval Service ### retrieve_relevant_chunks Get relevant text chunks ## Ingestion Service ### ingest Ingest data ### ingest_dataset Ingest dataset to catalog ### initialize_embedder Initialize embedder ### process_documents Process documents ## Cluster Service ### create_location Create new location ### update_location Update location ### get_location Get location info ### list_locations List locations ### create_cluster Create new cluster ### get_cluster Get cluster info ### list_clusters List clusters ### get_node_by_id Get node info ### get_running_nodes List running nodes ### list_nodes List all nodes ### create_hardware Create hardware entry ### get_hardware Get hardware info ### list_hardware List hardware entries ### get_runtime_config Get runtime config ### get_hostname Get cluster hostname ## Lab Service ### list_labs List all labs ### create_lab Create new lab ### get_lab Get lab info ### delete_lab Delete lab ## Activity Service ### get_recent_activity Get recent activities ## Catalog Service ### list_datasets List all datasets ### create_dataset Create new dataset ### list_containers List containers ### get_dataset Get dataset info ### ingest_by_path Ingest dataset by path ### secret_exists Check secret existence ### create_secret Create new secret ### flush_catalog Clear catalog data