Index

_

__aenter__() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) __aexit__() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) __class_vars__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __private_attributes__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_complete__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_computed_fields__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_core_schema__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_custom_init__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_decorators__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_extra__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_fields__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute)

__pydantic_fields_set__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_generic_metadata__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_parent_namespace__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_post_init__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_private__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_root_model__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_serializer__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __pydantic_validator__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) __signature__ (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute)

A

action (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) add_exchange() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) add_message() (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) agent_cache (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem attribute) agent_name (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute) agent_system (in module Scaffold-your-shape-Chatbot.agents.agent) (Scaffold-your-shape-Chatbot.core.chat_handler.ChatHandler attribute)

agent_timeout (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) AnyMessage (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) app (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) args_schema (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseTool attribute) ASSISTANT (Scaffold-your-shape-Chatbot.models.memory.MessageRole attribute)

B

base_url (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient attribute)

C

call_tool() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.OrchestratorMCPServer method) chat_handler (in module Scaffold-your-shape-Chatbot.core.chat_handler) ChatHandler (class in Scaffold-your-shape-Chatbot.core.chat_handler) ChatRequest (class in Scaffold-your-shape-Chatbot.models.chat) ChatResponse (class in Scaffold-your-shape-Chatbot.models.chat) Checkpointer (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) choices (Scaffold-your-shape-Chatbot.models.chat.StreamChunk attribute) clear_all_cache() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) clear_user_cache() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) clear_user_memory() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) ClearMemoryRequest (class in Scaffold-your-shape-Chatbot.models.chat) client (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient attribute) close() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) close_httpx_client() (in module Scaffold-your-shape-Chatbot.agents.utils) club_id (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) ClubAction (class in Scaffold-your-shape-Chatbot.models.chat) coach_prompt (in module Scaffold-your-shape-Chatbot.agents.prompts) config (in module Scaffold-your-shape-Chatbot.agents.agent) (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService attribute) (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient attribute) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService attribute) (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService attribute)

Configuration (class in Scaffold-your-shape-Chatbot.config.settings) content (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute) context (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseInput attribute) context_messages (Scaffold-your-shape-Chatbot.models.memory.MemorySearchResult attribute) ConversationHistory (class in Scaffold-your-shape-Chatbot.models.memory) ConversationMessage (class in Scaffold-your-shape-Chatbot.models.memory) conversations (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService attribute) create_agent_swarm() (in module Scaffold-your-shape-Chatbot.agents.agent) create_coach_agent() (in module Scaffold-your-shape-Chatbot.agents.agent) create_coach_prompt() (in module Scaffold-your-shape-Chatbot.agents.prompts) create_complete_response_node() (in module Scaffold-your-shape-Chatbot.agents.complete_response_node) create_logger_agent() (in module Scaffold-your-shape-Chatbot.agents.agent) create_logger_prompt() (in module Scaffold-your-shape-Chatbot.agents.prompts) create_mcp_client() (in module Scaffold-your-shape-Chatbot.services.mcp_client) create_mcp_tools_for_agent() (in module Scaffold-your-shape-Chatbot.agents.agent) create_orchestration_agent() (in module Scaffold-your-shape-Chatbot.agents.agent) create_quick_response_command_tool() (in module Scaffold-your-shape-Chatbot.tools.quick_response_command_tool) create_quick_response_tool() (in module Scaffold-your-shape-Chatbot.tools.quick_response_command_tool) (in module Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool) create_react_agent_with_quick_response_termination() (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) create_run_metadata() (in module Scaffold-your-shape-Chatbot.services.tracing_service) (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService method) create_tool_spec_for_llm() (in module Scaffold-your-shape-Chatbot.agents.utils) created (Scaffold-your-shape-Chatbot.models.chat.StreamChunk attribute) created_at (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute)

D

date_from (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) date_to (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) delta (Scaffold-your-shape-Chatbot.models.chat.StreamChoice attribute)

description (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseTool attribute) duration (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute)

E

enable_memory_compression (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute) env_file (Scaffold-your-shape-Chatbot.config.settings.Settings.Config attribute) error (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.MCPResponse attribute) execute_mcp_tool() (in module Scaffold-your-shape-Chatbot.agents.utils)

exercise_type (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) ExerciseLog (class in Scaffold-your-shape-Chatbot.models.chat) extra (Scaffold-your-shape-Chatbot.config.settings.Settings.Config attribute) extract_user_id_from_args() (in module Scaffold-your-shape-Chatbot.agents.utils)

F

finish_reason (Scaffold-your-shape-Chatbot.models.chat.StreamChoice attribute)

format_user_message_with_context() (in module Scaffold-your-shape-Chatbot.agents.agent) from_runnable_config() (Scaffold-your-shape-Chatbot.config.settings.Configuration class method)

G

get_agent_for_user() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) get_chat_history_for_user() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) get_configuration() (in module Scaffold-your-shape-Chatbot.config.settings) get_conversation_context() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) get_conversation_history() (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) get_conversation_history_formatted() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) get_global_memory_stats() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) get_mcp_resources() (in module Scaffold-your-shape-Chatbot.agents.utils) get_mcp_tools() (in module Scaffold-your-shape-Chatbot.agents.utils)

get_memory_stats() (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) get_memory_variables() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) get_model() (in module Scaffold-your-shape-Chatbot.agents.agent) get_openai_client() (in module Scaffold-your-shape-Chatbot.agents.agent) get_recent_messages() (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) get_tool() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) get_tools() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) get_tracing_metadata() (in module Scaffold-your-shape-Chatbot.services.tracing_service) (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService method) get_user_memory_stats() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method)

H

handle_mcp_request() (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) handle_request() (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.OrchestratorMCPServer method)

health_check() (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) httpx_client (in module Scaffold-your-shape-Chatbot.agents.utils)

I

id (Scaffold-your-shape-Chatbot.models.chat.StreamChunk attribute) include_content (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) index (Scaffold-your-shape-Chatbot.models.chat.StreamChoice attribute) initialize() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method)

initialize_tracing() (in module Scaffold-your-shape-Chatbot.services.tracing_service) (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService method) initialized (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService attribute) is_enabled() (Scaffold-your-shape-Chatbot.services.tracing_service.TracingService method) is_tracing_enabled() (in module Scaffold-your-shape-Chatbot.services.tracing_service)

L

langchain_api_key (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) langchain_memory_service (in module Scaffold-your-shape-Chatbot.services.langchain_memory_service) langchain_project (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) LangChainMemoryService (class in Scaffold-your-shape-Chatbot.services.langchain_memory_service) LanguageModelLike (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) lifespan() (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) list_available_tools() (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) list_tools() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.OrchestratorMCPServer method) llm_provider (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute)

local_llm_api_key (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) local_llm_base_url (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) local_llm_model (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) logger (in module Scaffold-your-shape-Chatbot.services.langchain_memory_service) (in module Scaffold-your-shape-Chatbot.services.memory_service) (in module Scaffold-your-shape-Chatbot.services.tracing_service) (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) logger_prompt (in module Scaffold-your-shape-Chatbot.agents.prompts) logs (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute)

M

max_cache_size (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem attribute) max_characters_per_message (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute) max_conversation_age_days (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute) max_conversation_history (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) max_messages_per_user (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute) max_results (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) mcp_base_url (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) mcp_client (in module Scaffold-your-shape-Chatbot.services.mcp_client) MCPRequest (class in Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) MCPResponse (class in Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) memory_cleanup_interval_hours (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute) memory_dir (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService attribute) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService attribute) memory_enable_compression (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) memory_enabled (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) memory_initialized (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem attribute) memory_max_characters_per_message (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) memory_max_conversation_age_days (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) memory_max_messages_per_user (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) memory_service (in module Scaffold-your-shape-Chatbot.services.memory_service) memory_size_mb (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute) memory_storage_backend (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) (Scaffold-your-shape-Chatbot.models.memory.MemoryConfiguration attribute)

memory_type (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) MemoryConfiguration (class in Scaffold-your-shape-Chatbot.models.memory) MemorySearchQuery (class in Scaffold-your-shape-Chatbot.models.memory) MemorySearchResult (class in Scaffold-your-shape-Chatbot.models.memory) MemoryService (class in Scaffold-your-shape-Chatbot.services.memory_service) MemoryStats (class in Scaffold-your-shape-Chatbot.models.memory) MemoryStatsRequest (class in Scaffold-your-shape-Chatbot.models.chat) message (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.memory.MemorySearchResult attribute) MessageRole (class in Scaffold-your-shape-Chatbot.models.memory) messages (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) metadata (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute) method (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.MCPRequest attribute) model (Scaffold-your-shape-Chatbot.models.chat.StreamChunk attribute) model_config (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) module Scaffold-your-shape-Chatbot.agents.agent Scaffold-your-shape-Chatbot.agents.complete_response_node Scaffold-your-shape-Chatbot.agents.custom_react_agent Scaffold-your-shape-Chatbot.agents.prompts Scaffold-your-shape-Chatbot.agents.utils Scaffold-your-shape-Chatbot.config.settings Scaffold-your-shape-Chatbot.core.chat_handler Scaffold-your-shape-Chatbot.models.chat Scaffold-your-shape-Chatbot.models.memory Scaffold-your-shape-Chatbot.services.langchain_memory_service Scaffold-your-shape-Chatbot.services.mcp_client Scaffold-your-shape-Chatbot.services.memory_service Scaffold-your-shape-Chatbot.services.tracing_service Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server Scaffold-your-shape-Chatbot.tools.quick_response_command_tool Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool

N

name (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseTool attribute)

newest_conversation (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute)

O

object (Scaffold-your-shape-Chatbot.models.chat.StreamChunk attribute) oldest_conversation (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute) openai_api_key (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) openai_model (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute)

orchestration_prompt (in module Scaffold-your-shape-Chatbot.agents.prompts) orchestrator_mcp_server (in module Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server) orchestrator_mcp_url (Scaffold-your-shape-Chatbot.config.settings.Configuration attribute) (Scaffold-your-shape-Chatbot.config.settings.Settings attribute) OrchestratorMCPServer (class in Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server)

P

params (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.MCPRequest attribute) PiliAgentSystem (class in Scaffold-your-shape-Chatbot.agents.agent) PiliMCPClient (class in Scaffold-your-shape-Chatbot.services.mcp_client)

print_stream() (in module Scaffold-your-shape-Chatbot.agents.utils) process_chat() (Scaffold-your-shape-Chatbot.core.chat_handler.ChatHandler method) process_request() (Scaffold-your-shape-Chatbot.agents.agent.PiliAgentSystem method) Prompt (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent)

Q

query (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) query_type (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseInput attribute)

quick_response_tool (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.OrchestratorMCPServer attribute) QuickResponseInput (class in Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool) QuickResponseTool (class in Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool)

R

relevance_score (Scaffold-your-shape-Chatbot.models.memory.MemorySearchResult attribute) repetitions (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute)

response (Scaffold-your-shape-Chatbot.models.chat.ChatResponse attribute) result (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.MCPResponse attribute) role (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute)

S

Scaffold-your-shape-Chatbot.agents.agent module Scaffold-your-shape-Chatbot.agents.complete_response_node module Scaffold-your-shape-Chatbot.agents.custom_react_agent module Scaffold-your-shape-Chatbot.agents.prompts module Scaffold-your-shape-Chatbot.agents.utils module Scaffold-your-shape-Chatbot.config.settings module Scaffold-your-shape-Chatbot.core.chat_handler module Scaffold-your-shape-Chatbot.models.chat module Scaffold-your-shape-Chatbot.models.memory module Scaffold-your-shape-Chatbot.services.langchain_memory_service module Scaffold-your-shape-Chatbot.services.mcp_client module Scaffold-your-shape-Chatbot.services.memory_service module Scaffold-your-shape-Chatbot.services.tracing_service module

Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server module Scaffold-your-shape-Chatbot.tools.quick_response_command_tool module Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool module search_conversations() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) session_id (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ClearMemoryRequest attribute) (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) (Scaffold-your-shape-Chatbot.models.memory.MemorySearchResult attribute) Settings (class in Scaffold-your-shape-Chatbot.config.settings) settings (in module Scaffold-your-shape-Chatbot.config.settings) Settings.Config (class in Scaffold-your-shape-Chatbot.config.settings) shutdown() (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService method) (Scaffold-your-shape-Chatbot.services.memory_service.MemoryService method) StateSchemaType (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) stream (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) StreamChoice (class in Scaffold-your-shape-Chatbot.models.chat) StreamChunk (class in Scaffold-your-shape-Chatbot.models.chat) structured_agent_stream() (in module Scaffold-your-shape-Chatbot.agents.utils) StructuredResponseSchema (in module Scaffold-your-shape-Chatbot.agents.custom_react_agent) SYSTEM (Scaffold-your-shape-Chatbot.models.memory.MessageRole attribute)

T

test_connection() (Scaffold-your-shape-Chatbot.services.mcp_client.PiliMCPClient method) timestamp (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute) tool (in module Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool) TOOL (Scaffold-your-shape-Chatbot.models.memory.MessageRole attribute) tool_calls (Scaffold-your-shape-Chatbot.models.memory.ConversationMessage attribute) tools_registry (Scaffold-your-shape-Chatbot.tools.orchestrator_mcp_server.OrchestratorMCPServer attribute) total_conversations (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute)

total_messages (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute) total_users (Scaffold-your-shape-Chatbot.models.memory.MemoryStats attribute) tracing_service (in module Scaffold-your-shape-Chatbot.services.tracing_service) TracingService (class in Scaffold-your-shape-Chatbot.services.tracing_service) transfer_to_coach_agent (in module Scaffold-your-shape-Chatbot.agents.agent) transfer_to_complete_response (in module Scaffold-your-shape-Chatbot.agents.agent) transfer_to_logger_agent (in module Scaffold-your-shape-Chatbot.agents.agent) transfer_to_orchestration_agent (in module Scaffold-your-shape-Chatbot.agents.agent)

U

updated_at (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) USER (Scaffold-your-shape-Chatbot.models.memory.MessageRole attribute) user_id (Scaffold-your-shape-Chatbot.models.chat.ChatRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ClearMemoryRequest attribute) (Scaffold-your-shape-Chatbot.models.chat.ClubAction attribute) (Scaffold-your-shape-Chatbot.models.chat.ExerciseLog attribute) (Scaffold-your-shape-Chatbot.models.chat.MemoryStatsRequest attribute) (Scaffold-your-shape-Chatbot.models.memory.ConversationHistory attribute) (Scaffold-your-shape-Chatbot.models.memory.MemorySearchQuery attribute) (Scaffold-your-shape-Chatbot.models.memory.MemorySearchResult attribute) (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseInput attribute)

user_memories (Scaffold-your-shape-Chatbot.services.langchain_memory_service.LangChainMemoryService attribute) user_query (Scaffold-your-shape-Chatbot.tools.quick_response_mcp_tool.QuickResponseInput attribute)