Index _ | A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | R | S | T | U | V | W | Y _ __init__() (council.agents.Agent method) (council.agents.AgentChain method) (council.agents.AgentResult method) (council.chains.Chain method) (council.contexts.Budget method) (council.contexts.ChatHistory method) (council.contexts.ChatMessage method) (council.contexts.Consumption method) (council.controllers.ControllerBase method) (council.controllers.LLMController method) (council.evaluators.LLMEvaluator method) (council.filters.BasicFilter method) (council.filters.LLMFilter method) (council.llm.AnthropicLLM method) (council.llm.AnthropicLLMConfiguration method) (council.llm.AzureChatGPTConfiguration method) (council.llm.FunctionOutOfRetryError method) (council.llm.GeminiLLM method) (council.llm.GeminiLLMConfiguration method) (council.llm.GroqLLM method) (council.llm.GroqLLMConfiguration method) (council.llm.LLMCachingMiddleware method) (council.llm.LLMFunction method) (council.llm.LLMFunctionError method) (council.llm.LLMFunctionWithPrompt method) (council.llm.LLMMessage method) (council.llm.OllamaLLM method) (council.llm.OllamaLLMConfiguration method) (council.llm.OpenAIChatGPTConfiguration method) (council.runners.DoWhile method) (council.runners.If method) (council.runners.ParallelFor method) (council.runners.While method) (council.scorers.LLMSimilarityScorer method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) (council.utils.EnvVariableValueException method) (council.utils.MissingEnvVariableException method) (council.utils.Option method) _fallback (council.llm.LLMFallback attribute) _llm (council.llm.LLMFallback attribute) _retry_before_fallback (council.llm.LLMFallback attribute) _score() (council.scorers.ScorerBase method) A add() (council.contexts.Consumption method) add_agent_message() (council.contexts.ChatHistory method) add_consumption() (council.contexts.Budget method) (council.contexts.InfiniteBudget method) add_consumptions() (council.contexts.Budget method) (council.contexts.InfiniteBudget method) add_content() (council.llm.LLMMessage method) add_data() (council.llm.LLMMessage method) add_middleware() (council.llm.LLMMiddlewareChain method) add_user_message() (council.contexts.ChatHistory method) add_value() (council.contexts.Consumption method) Agent (class in council.agents) (council.contexts.ChatMessageKind attribute) agent() (council.contexts.ChatMessage static method) AgentChain (class in council.agents) AgentContext (class in council.contexts) AgentContextStore (class in council.contexts) AgentIterationContextStore (class in council.contexts) AgentResult (class in council.agents) AnthropicLLM (class in council.llm) AnthropicLLMConfiguration (class in council.llm) api_base (council.llm.AzureChatGPTConfiguration property) api_host (council.llm.OpenAIChatGPTConfiguration property) api_key (council.llm.AnthropicLLMConfiguration property) (council.llm.AzureChatGPTConfiguration property) (council.llm.GeminiLLMConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) api_version (council.llm.AzureChatGPTConfiguration property) append() (council.contexts.ChainContext method) (council.contexts.SkillContext method) append_to_chain() (council.contexts.AgentIterationContextStore method) append_to_file() (council.llm.LLMFileLoggingMiddleware static method) (council.llm.LLMLoggingMiddleware static method) (council.llm.LLMTimestampFileLoggingMiddleware static method) as_optional() (council.utils.Option method) Assistant (council.llm.LLMMessageRole attribute) assistant_message() (council.llm.LLMMessage static method) AzureChatGPTConfiguration (class in council.llm) AzureLLM (class in council.llm) B BacktrackingPipelineProcessor (class in council.llm.llm_function) BaseModelResponseParser (class in council.llm) BasicController (class in council.controllers) BasicEvaluator (class in council.evaluators) BasicFilter (class in council.filters) best_message (council.agents.AgentResult property) Budget (class in council.contexts) budget (council.contexts.AgentContext property) (council.contexts.ChainContext property) (council.contexts.ContextBase property) (council.contexts.LLMContext property) (council.contexts.ScorerContext property) (council.contexts.SkillContext property) (council.controllers.ExecutionUnit property) build_code_generation_loop() (in module council.skills.python) build_success_message() (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) C cache_creation_prompt (council.llm.TokenKind attribute) cache_read_prompt (council.llm.TokenKind attribute) call() (council.contexts.Consumption static method) can_consume() (council.contexts.Budget method) (council.contexts.InfiniteBudget method) cancel() (council.contexts.CancellationToken method) cancellation_token (council.contexts.AgentContextStore property) (council.contexts.ChainContext property) (council.contexts.SkillContext property) CancellationToken (class in council.contexts) cancelled (council.contexts.CancellationToken property) Chain (class in council.chains) (council.contexts.ChatMessageKind attribute) chain (council.controllers.ExecutionUnit property) chain() (council.contexts.ChatMessage static method) chain_histories (council.contexts.ChainContext property) (council.contexts.SkillContext property) chain_iterations() (council.contexts.AgentContextStore method) ChainBase (class in council.chains) ChainContext (class in council.contexts) chains (council.contexts.AgentContext property) (council.contexts.AgentIterationContextStore property) (council.controllers.BasicController property) (council.controllers.ControllerBase property) (council.controllers.LLMController property) chat_history (council.contexts.AgentContext property) (council.contexts.AgentContextStore property) (council.contexts.ChainContext property) (council.contexts.ContextBase property) (council.contexts.LLMContext property) (council.contexts.ScorerContext property) (council.contexts.SkillContext property) ChatHistory (class in council.contexts) ChatMessage (class in council.contexts) ChatMessageKind (class in council.contexts) choices (council.llm.LLMResult property) clear_cache() (council.llm.LLMCachingMiddleware method) client (council.llm.OllamaLLM property) CodeBlock (class in council.utils) CodeBlocksResponseParser (class in council.llm) CodeParser (class in council.utils) completion (council.llm.TokenKind attribute) CompositeMessageCollection (class in council.contexts) Consumption (class in council.contexts) consumptions (council.llm.LLMFunctionResponse property) (council.llm.LLMResult property) content (council.llm.LLMMessage property) ContextBase (class in council.contexts) controller (council.agents.Agent property) ControllerBase (class in council.controllers) conversations (council.prompt.LLMDatasetObject property) cost() (council.contexts.Consumption static method) council.controllers module council.evaluators module council.llm module council.scorers module council.skills module council.skills.google module council.skills.python module council.skills.wikipedia module council.utils module count_labels() (council.prompt.LLMDatasetObject method) current (council.contexts.ChainContext property) (council.contexts.SkillContext property) current_iteration (council.contexts.AgentContextStore property) D data (council.contexts.ChatMessage property) (council.llm.LLMMessage property) deadline (council.contexts.Budget property) (council.contexts.InfiniteBudget property) default() (council.contexts.Budget static method) (council.contexts.InfiniteBudget static method) (council.llm.LLMRequest static method) deployment_name (council.llm.AzureChatGPTConfiguration property) description (council.agents.AgentChain property) (council.chains.Chain property) (council.chains.ChainBase property) DoWhile (class in council.runners) duration (council.contexts.Budget property) (council.contexts.InfiniteBudget property) (council.llm.LLMFunctionResponse property) duration() (council.contexts.Consumption static method) E EchoResponseParser (class in council.llm) empty() (council.contexts.AgentContext static method) (council.contexts.ChainContext static method) (council.contexts.LLMContext static method) (council.contexts.ScorerContext static method) (council.contexts.SkillContext static method) (council.llm.LLMResponse static method) ensure_chain_exists() (council.contexts.AgentIterationContextStore method) entry (council.contexts.ExecutionContext property) EnvVariableValueException (class in council.utils) ephemeral() (council.llm.LLMCacheControlData static method) evaluation (council.contexts.AgentContext property) evaluation_history (council.contexts.AgentContextStore property) evaluator (council.agents.Agent property) (council.contexts.AgentIterationContextStore property) EvaluatorBase (class in council.evaluators) execute() (council.agents.Agent method) (council.agents.AgentChain method) (council.chains.Chain method) (council.chains.ChainBase method) (council.controllers.BasicController method) (council.controllers.ControllerBase method) (council.controllers.LLMController method) (council.evaluators.BasicEvaluator method) (council.evaluators.EvaluatorBase method) (council.evaluators.LLMEvaluator method) (council.filters.BasicFilter method) (council.filters.FilterBase method) (council.filters.LLMFilter method) (council.llm.LLMFunction method) (council.llm.LLMFunctionWithPrompt method) (council.llm.LLMMiddlewareChain method) (council.llm.ParallelExecutor method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) execute_and_reduce() (council.llm.ParallelExecutor method) execute_from_user_message() (council.agents.Agent method) execute_skill() (council.runners.SkillRunnerBase method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) execute_with_llm_response() (council.llm.LLMFunction method) (council.llm.LLMFunctionWithPrompt method) execution_log (council.contexts.AgentContextStore property) (council.contexts.ExecutionContext property) execution_log_to_dict() (council.contexts.AgentContext method) (council.contexts.ChainContext method) (council.contexts.ContextBase method) (council.contexts.LLMContext method) (council.contexts.ScorerContext method) (council.contexts.SkillContext method) execution_log_to_json() (council.contexts.AgentContext method) (council.contexts.ChainContext method) (council.contexts.ContextBase method) (council.contexts.LLMContext method) (council.contexts.ScorerContext method) (council.contexts.SkillContext method) ExecutionContext (class in council.contexts) ExecutionLog (class in council.contexts) ExecutionLogEntry (class in council.contexts) ExecutionUnit (class in council.controllers) extend() (council.contexts.ChainContext method) (council.contexts.SkillContext method) F filter (council.agents.Agent property) FilterBase (class in council.filters) find_model_costs() (council.llm.LLMConsumptionCalculatorBase method) first_choice (council.llm.LLMResult property) fork_for() (council.contexts.ChainContext method) (council.contexts.SkillContext method) format (council.llm.OllamaLLMConfiguration property) format() (council.llm.BaseModelResponseParser class method) (council.llm.LLMMessage method) (council.prompt.LLMDatasetConversation method) format_examples() (council.prompt.LLMDatasetObject method) format_kind() (council.llm.LLMConsumptionCalculatorBase method) frequency_penalty (council.llm.AzureChatGPTConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) from_agent_context() (council.contexts.ChainContext static method) (council.contexts.SkillContext static method) from_chain() (council.agents.Agent static method) from_chat_history() (council.contexts.AgentContext static method) (council.contexts.ChainContext static method) (council.contexts.SkillContext static method) from_chat_message() (council.llm.LLMMessage static method) from_configs() (council.llm.LLMFunctionWithPrompt class method) from_context() (council.contexts.LLMContext static method) (council.contexts.ScorerContext static method) from_dict() (council.llm.LLMMessage class method) from_file() (council.llm.LLMMessageData class method) from_llm_response() (council.llm.LLMFunctionResponse static method) from_response() (council.llm.BaseModelResponseParser class method) (council.llm.CodeBlocksResponseParser class method) (council.llm.EchoResponseParser static method) (council.llm.JSONBlockResponseParser class method) (council.llm.JSONResponseParser class method) (council.llm.StringResponseParser static method) (council.llm.YAMLBlockResponseParser class method) (council.llm.YAMLResponseParser class method) from_skill() (council.agents.Agent static method) from_uri() (council.llm.LLMMessageData class method) from_user_message() (council.contexts.AgentContext static method) (council.contexts.ChainContext static method) (council.contexts.ChatHistory static method) (council.contexts.SkillContext static method) FunctionOutOfRetryError (class in council.llm) G GeminiLLM (class in council.llm) GeminiLLMConfiguration (class in council.llm) get_consumptions() (council.llm.LLMConsumptionCalculatorBase method) get_cost_map() (council.llm.LLMCostManagerObject method) get_costs() (council.llm.LLMCostCard method) get_default_consumptions() (council.llm.LLMConsumptionCalculatorBase method) get_hash() (council.llm.LLMCachingMiddleware static method) get_system_prompt_template() (council.prompt.LLMPromptConfigObject method) (council.prompt.LLMPromptConfigObjectBase method) (council.prompt.LLMStructuredPromptConfigObject method) get_user_prompt_template() (council.prompt.LLMPromptConfigObject method) (council.prompt.LLMPromptConfigObjectBase method) (council.prompt.LLMStructuredPromptConfigObject method) GoogleNewsSkill (class in council.skills.google) GoogleSearchSkill (class in council.skills.google) GroqLLM (class in council.llm) GroqLLMConfiguration (class in council.llm) H has_consumptions (council.llm.LLMLoggingStrategy property) has_data (council.llm.LLMMessage property) has_user_prompt_template (council.prompt.LLMPromptConfigObject property) (council.prompt.LLMPromptConfigObjectBase property) (council.prompt.LLMStructuredPromptConfigObject property) I If (class in council.runners) index (council.contexts.IterationContext property) InfiniteBudget (class in council.contexts) initial_state (council.controllers.ExecutionUnit property) input (council.llm.LLMCostCard property) input_cost() (council.llm.LLMCostCard method) is_error (council.contexts.ChatMessage property) is_expired() (council.contexts.Budget method) (council.contexts.InfiniteBudget method) is_from_source() (council.contexts.ChatMessage method) is_kind_agent (council.contexts.ChatMessage property) is_kind_chain (council.contexts.ChatMessage property) is_kind_skill (council.contexts.ChatMessage property) is_kind_user (council.contexts.ChatMessage property) is_minimal (council.llm.LLMLoggingStrategy property) is_none() (council.utils.Option method) is_of_kind() (council.contexts.ChatMessage method) is_of_role() (council.llm.LLMMessage method) is_ok (council.contexts.ChatMessage property) is_some() (council.utils.Option method) is_verbose (council.llm.LLMLoggingStrategy property) iteration (council.contexts.SkillContext property) iteration_count (council.contexts.AgentContext property) (council.contexts.ChainContext property) (council.contexts.ContextBase property) (council.contexts.LLMContext property) (council.contexts.ScorerContext property) (council.contexts.SkillContext property) IterationContext (class in council.contexts) iterations (council.contexts.AgentContextStore property) J json_mode (council.llm.OllamaLLMConfiguration property) JSONBlockResponseParser (class in council.llm) JSONResponseParser (class in council.llm) K keep_alive (council.llm.OllamaLLMConfiguration property) keep_alive_value (council.llm.OllamaLLMConfiguration property) kind (council.contexts.ChatMessage property) (council.contexts.Consumption property) L last_agent_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) last_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) last_message_from_skill() (council.contexts.ChainContext method) (council.contexts.ChatHistory method) (council.contexts.CompositeMessageCollection method) (council.contexts.MessageCollection method) (council.contexts.SkillContext method) last_user_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) llm (council.skills.LLMSkill property) (council.skills.python.PythonCodeGenerationSkill property) LLMBase (class in council.llm) LLMCacheControlData (class in council.llm) LLMCachingMiddleware (class in council.llm) LLMConfigObject (class in council.llm) LLMConfigurationBase (class in council.llm) LLMConsumptionCalculatorBase (class in council.llm) LLMContext (class in council.contexts) LLMController (class in council.controllers) LLMCostCard (class in council.llm) LLMCostManagerObject (class in council.llm) LLMDatasetConversation (class in council.prompt) LLMDatasetObject (class in council.prompt) LLMDatasetValidator (class in council.prompt) LLMEvaluator (class in council.evaluators) LLMFallback (class in council.llm) LLMFileLoggingMiddleware (class in council.llm) LLMFilter (class in council.filters) LLMFunction (class in council.llm) LLMFunctionError (class in council.llm) LLMFunctionResponse (class in council.llm) LLMFunctionWithPrompt (class in council.llm) LLMLoggingMiddleware (class in council.llm) LLMLoggingStrategy (class in council.llm) LLMMessage (class in council.llm) LLMMessageData (class in council.llm) LLMMessageRole (class in council.llm) LLMMiddleware (class in council.llm) LLMMiddlewareChain (class in council.llm) LLMProcessor (class in council.llm.llm_function) LLMPromptConfigObject (class in council.prompt) LLMPromptConfigObjectBase (class in council.prompt) LLMRequest (class in council.llm) LLMResponse (class in council.llm) LLMResult (class in council.llm) LLMRetryMiddleware (class in council.llm) LLMSimilarityScorer (class in council.scorers) LLMSkill (class in council.skills) LLMStructuredPromptConfigObject (class in council.prompt) LLMTimestampFileLoggingMiddleware (class in council.llm) load() (council.llm.OllamaLLM method) log_consumption() (council.contexts.ExecutionLogEntry method) log_consumptions() (council.contexts.ExecutionLogEntry method) log_entry (council.contexts.AgentContext property) (council.contexts.ChainContext property) (council.contexts.ContextBase property) (council.contexts.LLMContext property) (council.contexts.ScorerContext property) (council.contexts.SkillContext property) log_message() (council.contexts.ExecutionLogEntry method) LoopRunnerBase (class in council.runners) M map_or() (council.utils.Option method) max_tokens (council.llm.AnthropicLLMConfiguration property) (council.llm.AzureChatGPTConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) merge() (council.contexts.ChainContext method) (council.contexts.SkillContext method) message (council.contexts.ChatMessage property) (council.contexts.ScoredChatMessage attribute) MessageCollection (class in council.contexts) messages (council.agents.AgentResult property) (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) min_p (council.llm.OllamaLLMConfiguration property) Minimal (council.llm.LLMLoggingStrategy attribute) MinimalWithConsumptions (council.llm.LLMLoggingStrategy attribute) mirostat (council.llm.OllamaLLMConfiguration property) mirostat_eta (council.llm.OllamaLLMConfiguration property) mirostat_tau (council.llm.OllamaLLMConfiguration property) MissingEnvVariableException (class in council.utils) model (council.llm.AnthropicLLMConfiguration property) (council.llm.GeminiLLMConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) model_name() (council.llm.AnthropicLLMConfiguration method) module council.controllers council.evaluators council.llm council.scorers council.skills council.skills.google council.skills.python council.skills.wikipedia council.utils MonitoredLLM (class in council.llm) must_read_env_bool() (in module council.utils) must_read_env_float() (in module council.utils) must_read_env_int() (in module council.utils) must_read_env_str() (in module council.utils) N n (council.llm.AzureChatGPTConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) NaivePipelineProcessor (class in council.llm.llm_function) name (council.agents.Agent property) (council.agents.AgentChain property) (council.chains.Chain property) (council.chains.ChainBase property) (council.controllers.ExecutionUnit property) (council.llm.LLMMessage property) (council.skills.google.GoogleNewsSkill property) (council.skills.google.GoogleSearchSkill property) (council.skills.LLMSkill property) (council.skills.python.PythonCodeExecutionSkill property) (council.skills.python.PythonCodeGenerationSkill property) (council.skills.python.PythonCodeVerificationSkill property) (council.skills.SkillBase property) (council.skills.wikipedia.WikipediaSearchSkill property) new_agent_context_for() (council.contexts.AgentContext method) new_agent_context_for_execution_unit() (council.contexts.AgentContext method) new_agent_context_for_new_iteration() (council.contexts.AgentContext method) new_entry() (council.contexts.ExecutionLog method) new_for() (council.contexts.ExecutionContext method) (council.contexts.LLMContext method) (council.contexts.ScorerContext method) new_from_name() (council.contexts.ExecutionContext method) new_iteration() (council.contexts.AgentContext method) (council.contexts.AgentContextStore method) new_log_entry() (council.contexts.AgentContext method) (council.contexts.ChainContext method) (council.contexts.ContextBase method) (council.contexts.LLMContext method) (council.contexts.ScorerContext method) (council.contexts.SkillContext method) node (council.contexts.ExecutionLogEntry property) none() (council.utils.Option static method) normalize() (council.llm.LLMMessage method) num_ctx (council.llm.OllamaLLMConfiguration property) num_predict (council.llm.OllamaLLMConfiguration property) O OllamaLLM (class in council.llm) OllamaLLMConfiguration (class in council.llm) OpenAIChatGPTConfiguration (class in council.llm) OpenAILLM (class in council.llm) Option (class in council.utils) OptionException (class in council.utils) output (council.llm.LLMCostCard property) output_cost() (council.llm.LLMCostCard method) P Parallel (class in council.runners) ParallelExecutor (class in council.llm) ParallelFor (class in council.runners) params_to_args() (council.llm.GroqLLMConfiguration method) params_to_options() (council.llm.OllamaLLMConfiguration method) post_chat_request() (council.llm.AnthropicLLM method) (council.llm.AzureLLM method) (council.llm.GeminiLLM method) (council.llm.GroqLLM method) (council.llm.LLMBase method) (council.llm.LLMFallback method) (council.llm.MonitoredLLM method) (council.llm.OllamaLLM method) (council.llm.OpenAILLM method) presence_penalty (council.llm.AzureChatGPTConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) ProcessorBase (class in council.llm.llm_function) prompt (council.llm.TokenKind attribute) pull() (council.llm.OllamaLLM method) PythonCodeExecutionSkill (class in council.skills.python) PythonCodeGenerationSkill (class in council.skills.python) PythonCodeVerificationSkill (class in council.skills.python) R rank (council.controllers.ExecutionUnit property) raw_response (council.llm.LLMResult property) read_env_bool() (in module council.utils) read_env_float() (in module council.utils) read_env_int() (in module council.utils) read_env_str() (in module council.utils) read_jsonl() (council.prompt.LLMDatasetObject static method) reasoning (council.llm.TokenKind attribute) records (council.llm.llm_function.LLMProcessor property) records_with_exceptions (council.llm.llm_function.LLMProcessor property) remaining_duration (council.contexts.Budget property) (council.contexts.InfiniteBudget property) render_as_dict() (council.agents.Agent method) (council.agents.AgentChain method) (council.chains.Chain method) (council.chains.ChainBase method) (council.controllers.BasicController method) (council.controllers.ControllerBase method) (council.controllers.LLMController method) (council.evaluators.BasicEvaluator method) (council.evaluators.EvaluatorBase method) (council.evaluators.LLMEvaluator method) (council.filters.BasicFilter method) (council.filters.FilterBase method) (council.filters.LLMFilter method) (council.llm.AnthropicLLM method) (council.llm.AzureLLM method) (council.llm.GeminiLLM method) (council.llm.GroqLLM method) (council.llm.LLMBase method) (council.llm.LLMFallback method) (council.llm.OllamaLLM method) (council.llm.OpenAILLM method) (council.runners.DoWhile method) (council.runners.If method) (council.runners.LoopRunnerBase method) (council.runners.Parallel method) (council.runners.ParallelFor method) (council.runners.RunnerBase method) (council.runners.Sequential method) (council.runners.SkillRunnerBase method) (council.runners.While method) (council.scorers.LLMSimilarityScorer method) (council.scorers.ScorerBase method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) render_as_json() (council.agents.Agent method) (council.agents.AgentChain method) (council.chains.Chain method) (council.chains.ChainBase method) (council.controllers.BasicController method) (council.controllers.ControllerBase method) (council.controllers.LLMController method) (council.evaluators.BasicEvaluator method) (council.evaluators.EvaluatorBase method) (council.evaluators.LLMEvaluator method) (council.filters.BasicFilter method) (council.filters.FilterBase method) (council.filters.LLMFilter method) (council.llm.AnthropicLLM method) (council.llm.AzureLLM method) (council.llm.GeminiLLM method) (council.llm.GroqLLM method) (council.llm.LLMBase method) (council.llm.LLMFallback method) (council.llm.OllamaLLM method) (council.llm.OpenAILLM method) (council.runners.DoWhile method) (council.runners.If method) (council.runners.LoopRunnerBase method) (council.runners.Parallel method) (council.runners.ParallelFor method) (council.runners.RunnerBase method) (council.runners.Sequential method) (council.runners.SkillRunnerBase method) (council.runners.While method) (council.scorers.LLMSimilarityScorer method) (council.scorers.ScorerBase method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) repeat_last_n (council.llm.OllamaLLMConfiguration property) repeat_penalty (council.llm.OllamaLLMConfiguration property) response (council.llm.LLMFunctionResponse property) reversed (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) role (council.llm.LLMMessage property) run_in_current_thread() (council.runners.SkillRunnerBase method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) run_skill() (council.runners.SkillRunnerBase method) (council.skills.google.GoogleNewsSkill method) (council.skills.google.GoogleSearchSkill method) (council.skills.LLMSkill method) (council.skills.python.PythonCodeExecutionSkill method) (council.skills.python.PythonCodeGenerationSkill method) (council.skills.python.PythonCodeVerificationSkill method) (council.skills.SkillBase method) (council.skills.wikipedia.WikipediaSearchSkill method) runner (council.chains.Chain property) RunnerBase (class in council.runners) RunnerError (class in council.runners) RunnerExecutor (in module council.runners) RunnerGeneratorError (class in council.runners) RunnerPredicateError (class in council.runners) RunnerSkillError (class in council.runners) RunnerTimeoutError (class in council.runners) S save_jsonl_messages() (council.prompt.LLMDatasetObject method) save_jsonl_requests() (council.prompt.LLMDatasetObject method) score (council.contexts.ScoredChatMessage attribute) score() (council.scorers.LLMSimilarityScorer method) (council.scorers.ScorerBase method) ScoredChatMessage (class in council.contexts) ScorerBase (class in council.scorers) ScorerContext (class in council.contexts) ScorerException (class in council.scorers) seed (council.llm.GroqLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) Sequential (class in council.runners) set_evaluation() (council.contexts.AgentContext method) set_evaluator() (council.contexts.AgentIterationContextStore method) should_stop() (council.contexts.ChainContext method) (council.contexts.SkillContext method) Skill (council.contexts.ChatMessageKind attribute) skill() (council.contexts.ChatMessage static method) SkillBase (class in council.skills) SkillContext (class in council.contexts) SkillRunnerBase (class in council.runners) some() (council.utils.Option static method) source (council.contexts.ChatMessage property) (council.contexts.ExecutionLogEntry property) stop (council.llm.GroqLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) stop_value (council.llm.OllamaLLMConfiguration property) string_from_configs() (council.llm.LLMFunctionWithPrompt class method) StringResponseParser (class in council.llm) subtract() (council.contexts.Consumption method) subtract_value() (council.contexts.Consumption method) System (council.llm.LLMMessageRole attribute) system_message() (council.llm.LLMMessage static method) system_prompt (council.prompt.LLMDatasetObject property) T temperature (council.llm.AnthropicLLMConfiguration property) (council.llm.AzureChatGPTConfiguration property) (council.llm.GeminiLLMConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) tfs_z (council.llm.OllamaLLMConfiguration property) timeout (council.llm.AnthropicLLMConfiguration property) (council.llm.AzureChatGPTConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) to_dict() (council.contexts.ExecutionLog method) (council.contexts.ExecutionLogEntry method) (council.llm.LLMMessage method) (council.scorers.LLMSimilarityScorer method) (council.scorers.ScorerBase method) to_json() (council.contexts.ExecutionLog method) to_jsonl_messages() (council.prompt.LLMDatasetObject method) to_response_template() (council.llm.BaseModelResponseParser class method) (council.llm.CodeBlocksResponseParser class method) (council.llm.JSONBlockResponseParser class method) (council.llm.JSONResponseParser class method) (council.llm.YAMLBlockResponseParser class method) (council.llm.YAMLResponseParser class method) token() (council.contexts.Consumption static method) TokenKind (class in council.llm) top_k (council.llm.AnthropicLLMConfiguration property) (council.llm.GeminiLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) top_p (council.llm.AnthropicLLMConfiguration property) (council.llm.AzureChatGPTConfiguration property) (council.llm.GeminiLLMConfiguration property) (council.llm.GroqLLMConfiguration property) (council.llm.OllamaLLMConfiguration property) (council.llm.OpenAIChatGPTConfiguration property) total (council.llm.TokenKind attribute) try_best_message (council.agents.AgentResult property) try_last_agent_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) try_last_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) try_last_message_from_skill() (council.contexts.ChainContext method) (council.contexts.ChatHistory method) (council.contexts.CompositeMessageCollection method) (council.contexts.MessageCollection method) (council.contexts.SkillContext method) try_last_user_message (council.contexts.ChainContext property) (council.contexts.ChatHistory property) (council.contexts.CompositeMessageCollection property) (council.contexts.MessageCollection property) (council.contexts.SkillContext property) U unit (council.contexts.Consumption property) unload() (council.llm.OllamaLLM method) unwrap() (council.utils.Option method) unwrap_or() (council.utils.Option method) User (council.contexts.ChatMessageKind attribute) (council.llm.LLMMessageRole attribute) user() (council.contexts.ChatMessage static method) user_message() (council.llm.LLMMessage static method) V validate_for_batch_api() (council.prompt.LLMDatasetValidator static method) validate_for_fine_tuning() (council.prompt.LLMDatasetValidator static method) validator() (council.llm.BaseModelResponseParser method) value (council.contexts.Consumption property) (council.contexts.IterationContext property) Verbose (council.llm.LLMLoggingStrategy attribute) VerboseWithConsumptions (council.llm.LLMLoggingStrategy attribute) W While (class in council.runners) WikipediaSearchSkill (class in council.skills.wikipedia) with_traceback() (council.llm.FunctionOutOfRetryError method) (council.llm.LLMFunctionError method) (council.runners.RunnerError method) (council.runners.RunnerGeneratorError method) (council.runners.RunnerPredicateError method) (council.runners.RunnerSkillError method) (council.runners.RunnerTimeoutError method) (council.scorers.ScorerException method) (council.utils.OptionException method) Y YAMLBlockResponseParser (class in council.llm) YAMLResponseParser (class in council.llm)