Index

A

acquire() (artkit.util.LogThrottlingHandler method) add_entry() (artkit.model.cache.CacheDB method) add_message() (artkit.model.llm.history.ChatHistory method) addFilter() (artkit.util.LogThrottlingHandler method) AnthropicChat (class in artkit.model.llm.anthropic) api_key_env (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute) artkit module artkit.api module artkit.flow module artkit.model module artkit.model.base module artkit.model.cache module artkit.model.diffusion module

artkit.model.diffusion.base module artkit.model.diffusion.bedrock module artkit.model.diffusion.bedrock.base module artkit.model.diffusion.openai module artkit.model.llm module artkit.model.llm.anthropic module artkit.model.llm.base module artkit.model.llm.bedrock module artkit.model.llm.bedrock.base module artkit.model.llm.gemini module artkit.model.llm.groq module artkit.model.llm.history module artkit.model.llm.huggingface module artkit.model.llm.huggingface.base module artkit.model.llm.multi_turn module artkit.model.llm.openai module artkit.model.llm.util module artkit.model.llm.vertexai module artkit.model.util module artkit.model.vision module artkit.model.vision.base module artkit.model.vision.openai module artkit.util module AssistantMessage (class in artkit.model.llm.history)

B

BaseBedrockChat (class in artkit.model.llm.bedrock.base) BaseBedrockDiffusionModel (class in artkit.model.diffusion.bedrock.base) build_request_arguments() (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.huggingface.HuggingfaceURLChat method)

C

cache (artkit.model.base.CachedGenAIModel attribute) (artkit.model.diffusion.CachedDiffusionModel attribute) (artkit.model.llm.CachedChatModel attribute) (artkit.model.llm.CachedCompletionModel attribute) (artkit.model.vision.CachedVisionModel attribute) CacheDB (class in artkit.model.cache) CachedChatModel (class in artkit.model.llm) CachedCompletionModel (class in artkit.model.llm) CachedDiffusionModel (class in artkit.model.diffusion) CachedGenAIModel (class in artkit.model.base) CachedVisionModel (class in artkit.model.vision) chat_template (artkit.model.llm.ChatFromCompletionModel property) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) chat_template_params (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) ChatFromCompletionModel (class in artkit.model.llm) ChatHistory (class in artkit.model.llm.history)

ChatMessage (class in artkit.model.llm.history) ChatModel (class in artkit.model.llm.base) ChatModelAdapter (class in artkit.model.llm.base) ChatModelConnector (class in artkit.model.llm.base) clear() (artkit.model.cache.CacheDB method) clear_cache() (artkit.model.base.CachedGenAIModel method) (artkit.model.diffusion.CachedDiffusionModel method) (artkit.model.llm.CachedChatModel method) (artkit.model.llm.CachedCompletionModel method) (artkit.model.vision.CachedVisionModel method) client (artkit.model.base.ClientWrapper attribute) ClientWrapper (class in artkit.model.base) close() (artkit.util.LogThrottlingHandler method) CompletionModel (class in artkit.model.llm.base) CompletionModelAdapter (class in artkit.model.llm.base) CompletionModelConnector (class in artkit.model.llm.base) ConnectorMixin (class in artkit.model.base) count_entries() (artkit.model.cache.CacheDB method) createLock() (artkit.util.LogThrottlingHandler method) CustomMessage (class in artkit.model.llm.history)

D

data (artkit.util.Image property) DEFAULT_CHAT_TEMPLATE (artkit.model.llm.ChatFromCompletionModel attribute)

DEFAULT_VISION_PROMPT (artkit.model.vision.openai.OpenAIVision attribute) DiffusionModel (class in artkit.model.diffusion.base) DiffusionModelConnector (class in artkit.model.diffusion.base)

E

emit() (artkit.util.LogThrottlingHandler method) exponential_base (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute)

F

filter() (artkit.util.LogThrottlingHandler method) flush() (artkit.util.LogThrottlingHandler method)

format() (artkit.util.LogThrottlingHandler method) formatting_keys (artkit.model.llm.TextGenerator property)

G

GeminiChat (class in artkit.model.llm.gemini) GenAIModel (class in artkit.model.base) GenAIModelAdapter (class in artkit.model.base) get_api_key() (artkit.model.base.ConnectorMixin method) (artkit.model.diffusion.base.DiffusionModelConnector method) (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) (artkit.model.diffusion.openai.OpenAIDiffusion method) (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.CompletionModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.vertexai.VertexAIChat method) (artkit.model.vision.base.VisionModelConnector method) (artkit.model.vision.openai.OpenAIVision method) get_client() (artkit.model.base.ConnectorMixin method) (artkit.model.diffusion.base.DiffusionModelConnector method) (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) (artkit.model.diffusion.openai.OpenAIDiffusion method) (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.CompletionModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.vertexai.VertexAIChat method) (artkit.model.vision.base.VisionModelConnector method) (artkit.model.vision.openai.OpenAIVision method) get_completion() (artkit.model.llm.base.CompletionModel method) (artkit.model.llm.base.CompletionModelAdapter method) (artkit.model.llm.base.CompletionModelConnector method) (artkit.model.llm.CachedCompletionModel method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) get_default_api_key_env() (artkit.model.base.ConnectorMixin class method) (artkit.model.diffusion.base.DiffusionModelConnector class method) (artkit.model.diffusion.base.HTTPXDiffusionConnector class method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel class method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel class method) (artkit.model.diffusion.openai.OpenAIDiffusion class method) (artkit.model.llm.anthropic.AnthropicChat class method) (artkit.model.llm.base.ChatModelConnector class method) (artkit.model.llm.base.CompletionModelConnector class method) (artkit.model.llm.base.HTTPXChatConnector class method) (artkit.model.llm.bedrock.base.BaseBedrockChat class method) (artkit.model.llm.bedrock.TitanBedrockChat class method) (artkit.model.llm.gemini.GeminiChat class method) (artkit.model.llm.groq.GroqChat class method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin class method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin class method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin class method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin class method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin class method) (artkit.model.llm.huggingface.HuggingfaceChat class method) (artkit.model.llm.huggingface.HuggingfaceChatLocal class method) (artkit.model.llm.huggingface.HuggingfaceCompletion class method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal class method) (artkit.model.llm.huggingface.HuggingfaceURLChat class method) (artkit.model.llm.openai.OpenAIChat class method) (artkit.model.llm.vertexai.VertexAIChat class method) (artkit.model.vision.base.VisionModelConnector class method) (artkit.model.vision.openai.OpenAIVision class method)

get_earliest_access_times() (artkit.model.cache.CacheDB method) get_earliest_creation_times() (artkit.model.cache.CacheDB method) get_entry() (artkit.model.cache.CacheDB method) get_latest_access_times() (artkit.model.cache.CacheDB method) get_latest_creation_times() (artkit.model.cache.CacheDB method) get_messages() (artkit.model.llm.history.ChatHistory method) get_model_params() (artkit.model.base.CachedGenAIModel method) (artkit.model.base.ConnectorMixin method) (artkit.model.base.GenAIModel method) (artkit.model.base.GenAIModelAdapter method) (artkit.model.diffusion.base.DiffusionModel method) (artkit.model.diffusion.base.DiffusionModelConnector method) (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) (artkit.model.diffusion.CachedDiffusionModel method) (artkit.model.diffusion.openai.OpenAIDiffusion method) (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModel method) (artkit.model.llm.base.ChatModelAdapter method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.CompletionModel method) (artkit.model.llm.base.CompletionModelAdapter method) (artkit.model.llm.base.CompletionModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.CachedChatModel method) (artkit.model.llm.CachedCompletionModel method) (artkit.model.llm.ChatFromCompletionModel method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.HistorizedChatModel method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.vertexai.VertexAIChat method) (artkit.model.vision.base.VisionModel method) (artkit.model.vision.base.VisionModelConnector method) (artkit.model.vision.CachedVisionModel method) (artkit.model.vision.openai.OpenAIVision method) get_response() (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModel method) (artkit.model.llm.base.ChatModelAdapter method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.CachedChatModel method) (artkit.model.llm.ChatFromCompletionModel method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.HistorizedChatModel method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.vertexai.VertexAIChat method) get_response_from_model() (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) get_tokenizer() (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) GroqChat (class in artkit.model.llm.groq)

H

handle() (artkit.util.LogThrottlingHandler method) handleError() (artkit.util.LogThrottlingHandler method) HistorizedChatModel (class in artkit.model.llm) history (artkit.model.llm.HistorizedChatModel attribute) HTTPXChatConnector (class in artkit.model.llm.base) HTTPXDiffusionConnector (class in artkit.model.diffusion.base) HuggingfaceChat (class in artkit.model.llm.huggingface) HuggingfaceChatConnectorMixin (class in artkit.model.llm.huggingface.base)

HuggingfaceChatLocal (class in artkit.model.llm.huggingface) HuggingfaceCompletion (class in artkit.model.llm.huggingface) HuggingfaceCompletionConnectorMixin (class in artkit.model.llm.huggingface.base) HuggingfaceCompletionLocal (class in artkit.model.llm.huggingface) HuggingfaceConnectorMixin (class in artkit.model.llm.huggingface.base) HuggingfaceLocalConnectorMixin (class in artkit.model.llm.huggingface.base) HuggingfaceRemoteConnectorMixin (class in artkit.model.llm.huggingface.base) HuggingfaceURLChat (class in artkit.model.llm.huggingface)

I

Image (class in artkit.util) image_to_text() (artkit.model.vision.base.VisionModel method) (artkit.model.vision.base.VisionModelConnector method) (artkit.model.vision.CachedVisionModel method) (artkit.model.vision.openai.OpenAIVision method) initial_delay (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute)

J

jitter (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute)

L

llm (artkit.model.llm.TextGenerator attribute)

LogThrottlingHandler (class in artkit.util)

M

make_text_items() (artkit.model.llm.TextGenerator method) max_history (artkit.model.llm.HistorizedChatModel property) max_length (artkit.model.llm.history.ChatHistory attribute) max_retries (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute) messages (artkit.model.llm.history.ChatHistory attribute) model (artkit.model.base.CachedGenAIModel attribute) (artkit.model.base.GenAIModelAdapter attribute) (artkit.model.diffusion.CachedDiffusionModel attribute) (artkit.model.llm.base.ChatModelAdapter attribute) (artkit.model.llm.base.CompletionModelAdapter attribute) (artkit.model.llm.CachedChatModel attribute) (artkit.model.llm.CachedCompletionModel attribute) (artkit.model.llm.ChatFromCompletionModel attribute) (artkit.model.llm.HistorizedChatModel attribute) (artkit.model.vision.CachedVisionModel attribute) model_id (artkit.model.base.CachedGenAIModel property) (artkit.model.base.ConnectorMixin property) (artkit.model.base.GenAIModel property) (artkit.model.base.GenAIModelAdapter property) (artkit.model.diffusion.base.DiffusionModel property) (artkit.model.diffusion.base.DiffusionModelConnector property) (artkit.model.diffusion.base.HTTPXDiffusionConnector property) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel property) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel property) (artkit.model.diffusion.CachedDiffusionModel property) (artkit.model.diffusion.openai.OpenAIDiffusion property) (artkit.model.llm.anthropic.AnthropicChat property) (artkit.model.llm.base.ChatModel property) (artkit.model.llm.base.ChatModelAdapter property) (artkit.model.llm.base.ChatModelConnector property) (artkit.model.llm.base.CompletionModel property) (artkit.model.llm.base.CompletionModelAdapter property) (artkit.model.llm.base.CompletionModelConnector property) (artkit.model.llm.base.HTTPXChatConnector property) (artkit.model.llm.bedrock.base.BaseBedrockChat property) (artkit.model.llm.bedrock.TitanBedrockChat property) (artkit.model.llm.CachedChatModel property) (artkit.model.llm.CachedCompletionModel property) (artkit.model.llm.ChatFromCompletionModel property) (artkit.model.llm.gemini.GeminiChat property) (artkit.model.llm.groq.GroqChat property) (artkit.model.llm.HistorizedChatModel property) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin property) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin property) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin property) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin property) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin property) (artkit.model.llm.huggingface.HuggingfaceChat property) (artkit.model.llm.huggingface.HuggingfaceChatLocal property) (artkit.model.llm.huggingface.HuggingfaceCompletion property) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal property) (artkit.model.llm.huggingface.HuggingfaceURLChat property) (artkit.model.llm.openai.OpenAIChat property) (artkit.model.llm.vertexai.VertexAIChat property) (artkit.model.vision.base.VisionModel property) (artkit.model.vision.base.VisionModelConnector property) (artkit.model.vision.CachedVisionModel property) (artkit.model.vision.openai.OpenAIVision property)

model_params (artkit.model.base.ConnectorMixin attribute) (artkit.model.diffusion.base.DiffusionModelConnector attribute) (artkit.model.diffusion.base.HTTPXDiffusionConnector attribute) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel attribute) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel attribute) (artkit.model.diffusion.openai.OpenAIDiffusion attribute) (artkit.model.llm.anthropic.AnthropicChat attribute) (artkit.model.llm.base.ChatModelConnector attribute) (artkit.model.llm.base.CompletionModelConnector attribute) (artkit.model.llm.base.HTTPXChatConnector attribute) (artkit.model.llm.bedrock.base.BaseBedrockChat attribute) (artkit.model.llm.bedrock.TitanBedrockChat attribute) (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.groq.GroqChat attribute) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChat attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletion attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute) (artkit.model.llm.huggingface.HuggingfaceURLChat attribute) (artkit.model.llm.openai.OpenAIChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) (artkit.model.vision.base.VisionModelConnector attribute) (artkit.model.vision.openai.OpenAIVision attribute) module artkit artkit.api artkit.flow artkit.model artkit.model.base artkit.model.cache artkit.model.diffusion artkit.model.diffusion.base artkit.model.diffusion.bedrock artkit.model.diffusion.bedrock.base artkit.model.diffusion.openai artkit.model.llm artkit.model.llm.anthropic artkit.model.llm.base artkit.model.llm.bedrock artkit.model.llm.bedrock.base artkit.model.llm.gemini artkit.model.llm.groq artkit.model.llm.history artkit.model.llm.huggingface artkit.model.llm.huggingface.base artkit.model.llm.multi_turn artkit.model.llm.openai artkit.model.llm.util artkit.model.llm.vertexai artkit.model.util artkit.model.vision artkit.model.vision.base artkit.model.vision.openai artkit.util multi_turn() (in module artkit.model.llm.multi_turn)

O

OpenAIChat (class in artkit.model.llm.openai)

OpenAIDiffusion (class in artkit.model.diffusion.openai) OpenAIVision (class in artkit.model.vision.openai)

P

parse_httpx_response() (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.huggingface.HuggingfaceURLChat method)

parse_json_autofix() (in module artkit.model.llm.util) parse_llm_response() (artkit.model.llm.TextGenerator static method) postprocess_response() (artkit.model.llm.ChatFromCompletionModel method) preprocess_prompt() (artkit.model.llm.ChatFromCompletionModel method)

R

RateLimitException release() (artkit.util.LogThrottlingHandler method) removeFilter() (artkit.util.LogThrottlingHandler method) retry_function_with_exponential_backoff() (in module artkit.model.util) retry_with_exponential_backoff() (in module artkit.model.util) ROLE (artkit.model.llm.history.AssistantMessage attribute)

role (artkit.model.llm.history.AssistantMessage property) (artkit.model.llm.history.ChatMessage property) (artkit.model.llm.history.CustomMessage property) ROLE (artkit.model.llm.history.SystemPrompt attribute) role (artkit.model.llm.history.SystemPrompt property) ROLE (artkit.model.llm.history.UserMessage attribute) role (artkit.model.llm.history.UserMessage property)

S

safety (artkit.model.llm.gemini.GeminiChat attribute) (artkit.model.llm.vertexai.VertexAIChat attribute) setFormatter() (artkit.util.LogThrottlingHandler method) setLevel() (artkit.util.LogThrottlingHandler method) show() (artkit.util.Image method) system_prompt (artkit.model.llm.anthropic.AnthropicChat property) (artkit.model.llm.base.ChatModel property) (artkit.model.llm.base.ChatModelAdapter property) (artkit.model.llm.base.ChatModelConnector property) (artkit.model.llm.base.HTTPXChatConnector property) (artkit.model.llm.bedrock.base.BaseBedrockChat property) (artkit.model.llm.bedrock.TitanBedrockChat property) (artkit.model.llm.CachedChatModel property) (artkit.model.llm.ChatFromCompletionModel property) (artkit.model.llm.gemini.GeminiChat property) (artkit.model.llm.groq.GroqChat property) (artkit.model.llm.HistorizedChatModel property) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin property) (artkit.model.llm.huggingface.HuggingfaceChat property) (artkit.model.llm.huggingface.HuggingfaceChatLocal property) (artkit.model.llm.huggingface.HuggingfaceURLChat property) (artkit.model.llm.openai.OpenAIChat property) (artkit.model.llm.TextGenerator property) (artkit.model.llm.vertexai.VertexAIChat property)

SystemPrompt (class in artkit.model.llm.history)

T

text (artkit.model.llm.history.AssistantMessage attribute) (artkit.model.llm.history.ChatMessage attribute) (artkit.model.llm.history.CustomMessage attribute) (artkit.model.llm.history.SystemPrompt attribute) (artkit.model.llm.history.UserMessage attribute) text_to_image() (artkit.model.diffusion.base.DiffusionModel method) (artkit.model.diffusion.base.DiffusionModelConnector method) (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) (artkit.model.diffusion.CachedDiffusionModel method) (artkit.model.diffusion.openai.OpenAIDiffusion method) TextGenerator (class in artkit.model.llm) TitanBedrockChat (class in artkit.model.llm.bedrock) TitanBedrockDiffusionModel (class in artkit.model.diffusion.bedrock) to_b64() (artkit.util.Image method) to_b64_string() (artkit.util.Image method) to_expression() (artkit.model.base.CachedGenAIModel method) (artkit.model.base.ConnectorMixin method) (artkit.model.base.GenAIModel method) (artkit.model.base.GenAIModelAdapter method) (artkit.model.diffusion.base.DiffusionModel method) (artkit.model.diffusion.base.DiffusionModelConnector method) (artkit.model.diffusion.base.HTTPXDiffusionConnector method) (artkit.model.diffusion.bedrock.base.BaseBedrockDiffusionModel method) (artkit.model.diffusion.bedrock.TitanBedrockDiffusionModel method) (artkit.model.diffusion.CachedDiffusionModel method) (artkit.model.diffusion.openai.OpenAIDiffusion method) (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModel method) (artkit.model.llm.base.ChatModelAdapter method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.CompletionModel method) (artkit.model.llm.base.CompletionModelAdapter method) (artkit.model.llm.base.CompletionModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.CachedChatModel method) (artkit.model.llm.CachedCompletionModel method) (artkit.model.llm.ChatFromCompletionModel method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.HistorizedChatModel method) (artkit.model.llm.history.AssistantMessage method) (artkit.model.llm.history.ChatHistory method) (artkit.model.llm.history.ChatMessage method) (artkit.model.llm.history.CustomMessage method) (artkit.model.llm.history.SystemPrompt method) (artkit.model.llm.history.UserMessage method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceCompletionConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin method) (artkit.model.llm.huggingface.base.HuggingfaceRemoteConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceCompletion method) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.TextGenerator method) (artkit.model.llm.vertexai.VertexAIChat method) (artkit.model.vision.base.VisionModel method) (artkit.model.vision.base.VisionModelConnector method) (artkit.model.vision.CachedVisionModel method) (artkit.model.vision.openai.OpenAIVision method) (artkit.util.Image method)

U

url (artkit.util.Image attribute) use_cuda (artkit.model.llm.huggingface.base.HuggingfaceLocalConnectorMixin attribute) (artkit.model.llm.huggingface.HuggingfaceChatLocal attribute) (artkit.model.llm.huggingface.HuggingfaceCompletionLocal attribute)

UserMessage (class in artkit.model.llm.history)

V

VertexAIChat (class in artkit.model.llm.vertexai)

VisionModel (class in artkit.model.vision.base) VisionModelConnector (class in artkit.model.vision.base)

W

with_system_prompt() (artkit.model.llm.anthropic.AnthropicChat method) (artkit.model.llm.base.ChatModel method) (artkit.model.llm.base.ChatModelAdapter method) (artkit.model.llm.base.ChatModelConnector method) (artkit.model.llm.base.HTTPXChatConnector method) (artkit.model.llm.bedrock.base.BaseBedrockChat method) (artkit.model.llm.bedrock.TitanBedrockChat method) (artkit.model.llm.CachedChatModel method) (artkit.model.llm.ChatFromCompletionModel method) (artkit.model.llm.gemini.GeminiChat method) (artkit.model.llm.groq.GroqChat method) (artkit.model.llm.HistorizedChatModel method) (artkit.model.llm.huggingface.base.HuggingfaceChatConnectorMixin method) (artkit.model.llm.huggingface.HuggingfaceChat method) (artkit.model.llm.huggingface.HuggingfaceChatLocal method) (artkit.model.llm.huggingface.HuggingfaceURLChat method) (artkit.model.llm.openai.OpenAIChat method) (artkit.model.llm.vertexai.VertexAIChat method)

with_traceback() (artkit.model.util.RateLimitException method)