Index

A

add() (camel.storages.BaseVectorStorage method) (camel.storages.MilvusStorage method) (camel.storages.QdrantStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method) (camel.toolkits.math_toolkit.MathToolkit method) (camel.toolkits.MathToolkit method) add_graph_elements() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph method) (camel.storages.graph_storages.Neo4jGraph method) (camel.storages.NebulaGraph method) (camel.storages.Neo4jGraph method) add_node() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) add_role_playing_worker() (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) add_single_agent_worker() (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) add_subtask() (camel.tasks.Task method) (camel.tasks.task.Task method) add_tasks() (camel.tasks.task.TaskManager method) (camel.tasks.TaskManager method) add_triplet() (camel.storages.BaseGraphStorage method) (camel.storages.graph_storages.base.BaseGraphStorage method) (camel.storages.graph_storages.BaseGraphStorage method) (camel.storages.graph_storages.NebulaGraph method) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph method) (camel.storages.graph_storages.Neo4jGraph method) (camel.storages.NebulaGraph method) (camel.storages.Neo4jGraph method) add_workforce() (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) additional_info (camel.tasks.Task attribute) (camel.tasks.task.Task attribute) AgentMemory (class in camel.memories) (class in camel.memories.base) agentops_decorator() (in module camel.utils) (in module camel.utils.commons) AgentOpsMeta (class in camel.utils) (class in camel.utils.commons) AI_SOCIETY (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) AISocietyPromptTemplateDict (class in camel.prompts) (class in camel.prompts.ai_society) AISocietyTaskPromptGenerator (class in camel.generators) ALL (camel.types.enums.TerminationMode attribute) (camel.types.TerminationMode attribute) ALLOY (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) AmazonS3Storage (class in camel.storages.object_storages) (class in camel.storages.object_storages.amazon_s3) ANTHROPIC (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) AnthropicConfig (class in camel.configs) (class in camel.configs.anthropic_config) AnthropicModel (class in camel.models) (class in camel.models.anthropic_model) AnthropicTokenCounter (class in camel.utils) (class in camel.utils.token_counting) ANY (camel.types.enums.TerminationMode attribute) (camel.types.TerminationMode attribute)

api_key (camel.retrievers.cohere_rerank_retriever.CohereRerankRetriever attribute) (camel.retrievers.CohereRerankRetriever attribute) api_keys_required() (in module camel.utils) (in module camel.utils.commons) api_params (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) api_version (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) apinames_filepaths_to_funs_schemas() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) archive_task() (camel.workforce.task_channel.TaskChannel method) ARCHIVED (camel.workforce.task_channel.PacketStatus attribute) args (camel.agents.chat_agent.FunctionCallingRecord attribute), [1] (camel.messages.func_message.FunctionCallingMessage attribute) (camel.messages.FunctionCallingMessage attribute) as_dict() (camel.agents.chat_agent.FunctionCallingRecord method) (camel.configs.base_config.BaseConfig method) (camel.configs.BaseConfig method) (camel.configs.reka_config.RekaConfig method) (camel.configs.RekaConfig method) (camel.configs.samba_config.SambaFastAPIConfig method) (camel.configs.samba_config.SambaVerseAPIConfig method) (camel.configs.SambaFastAPIConfig method) (camel.configs.SambaVerseAPIConfig method) (camel.configs.togetherai_config.TogetherAIConfig method) (camel.configs.TogetherAIConfig method) assignee_id (camel.workforce.task_channel.Packet attribute) (camel.workforce.utils.TaskAssignResult attribute) ASSISTANT (camel.types.enums.OpenAIBackendRole attribute) (camel.types.enums.RoleType attribute) (camel.types.OpenAIBackendRole attribute) (camel.types.RoleType attribute) ASSISTANT_PROMPT (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] (camel.prompts.generate_text_embedding_data.GenerateTextEmbeddingDataPromptTemplateDict attribute), [1] (camel.prompts.GenerateTextEmbeddingDataPromptTemplateDict attribute), [1] (camel.prompts.image_craft.ImageCraftPromptTemplateDict attribute) (camel.prompts.ImageCraftPromptTemplateDict attribute) (camel.prompts.misalignment.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.multi_condition_image_craft.MultiConditionImageCraftPromptTemplateDict attribute) (camel.prompts.MultiConditionImageCraftPromptTemplateDict attribute) (camel.prompts.object_recognition.ObjectRecognitionPromptTemplateDict attribute) (camel.prompts.ObjectRecognitionPromptTemplateDict attribute) (camel.prompts.role_description_prompt_template.RoleDescriptionPromptTemplateDict attribute), [1] (camel.prompts.RoleDescriptionPromptTemplateDict attribute), [1] (camel.prompts.solution_extraction.SolutionExtractionPromptTemplateDict attribute), [1] (camel.prompts.SolutionExtractionPromptTemplateDict attribute), [1] (camel.prompts.translation.TranslationPromptTemplateDict attribute), [1] (camel.prompts.TranslationPromptTemplateDict attribute), [1] (camel.prompts.video_description_prompt.VideoDescriptionPromptTemplateDict attribute) (camel.prompts.VideoDescriptionPromptTemplateDict attribute) AudioModelType (class in camel.types) (class in camel.types.enums) AUTO (camel.types.enums.OpenAIVisionDetailType attribute) (camel.types.OpenAIVisionDetailType attribute) AutoRetriever (class in camel.retrievers) (class in camel.retrievers.auto_retriever) AZURE (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) AzureBlobStorage (class in camel.storages.object_storages) (class in camel.storages.object_storages.azure_blob) AzureOpenAIModel (class in camel.models) (class in camel.models.azure_openai_model)

B

BabyAGI (class in camel.societies) (class in camel.societies.babyagi_playing) base64_to_image() (camel.toolkits.dalle_toolkit.DalleToolkit method) (camel.toolkits.DalleToolkit method) BaseAgent (class in camel.agents) (class in camel.agents.base) BaseConfig (class in camel.configs) (class in camel.configs.base_config) BaseContextCreator (class in camel.memories) (class in camel.memories.base) BaseEmbedding (class in camel.embeddings) (class in camel.embeddings.base) BaseGraphStorage (class in camel.storages) (class in camel.storages.graph_storages) (class in camel.storages.graph_storages.base) BaseInterpreter (class in camel.interpreters) (class in camel.interpreters.base) BaseKeyValueStorage (class in camel.storages) (class in camel.storages.key_value_storages) (class in camel.storages.key_value_storages.base) BaseMessage (class in camel.messages) (class in camel.messages.base) BaseModelBackend (class in camel.models) (class in camel.models.base_model)

BaseNode (class in camel.workforce.base) BaseObjectStorage (class in camel.storages.object_storages.base) BaseRetriever (class in camel.retrievers) (class in camel.retrievers.base) BaseTerminator (class in camel.terminators) (class in camel.terminators.base) BaseTokenCounter (class in camel.utils) (class in camel.utils.token_counting) BaseToolAgent (class in camel.agents) (class in camel.agents.tool_agents) (class in camel.agents.tool_agents.base) BaseToolkit (class in camel.toolkits.base) BaseVectorStorage (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.base) BIZTOC (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) bm25 (camel.retrievers.bm25_retriever.BM25Retriever attribute) (camel.retrievers.BM25Retriever attribute) BM25Retriever (class in camel.retrievers) (class in camel.retrievers.bm25_retriever) body (camel.toolkits.github_toolkit.GithubIssue attribute), [1] (camel.toolkits.github_toolkit.GithubPullRequest attribute), [1]

C

calculate_cost_from_response() (camel.utils.LiteLLMTokenCounter method) (camel.utils.token_counting.LiteLLMTokenCounter method) camel module camel.agents module camel.agents.base module camel.agents.chat_agent module camel.agents.critic_agent module camel.agents.deductive_reasoner_agent module camel.agents.embodied_agent module camel.agents.knowledge_graph_agent module camel.agents.role_assignment_agent module camel.agents.search_agent module camel.agents.task_agent module camel.agents.tool_agents module camel.agents.tool_agents.base module camel.agents.tool_agents.hugging_face_tool_agent module camel.configs module camel.configs.anthropic_config module camel.configs.base_config module camel.configs.gemini_config module camel.configs.groq_config module camel.configs.litellm_config module camel.configs.mistral_config module camel.configs.ollama_config module camel.configs.openai_config module camel.configs.reka_config module camel.configs.samba_config module camel.configs.togetherai_config module camel.configs.vllm_config module camel.configs.zhipuai_config module camel.embeddings module camel.embeddings.base module camel.embeddings.mistral_embedding module camel.embeddings.openai_embedding module camel.embeddings.sentence_transformers_embeddings module camel.embeddings.vlm_embedding module camel.generators module camel.human module camel.interpreters module camel.interpreters.base module camel.interpreters.docker_interpreter module camel.interpreters.internal_python_interpreter module camel.interpreters.interpreter_error module camel.interpreters.ipython_interpreter module camel.interpreters.subprocess_interpreter module camel.loaders module camel.loaders.base_io module camel.loaders.firecrawl_reader module camel.loaders.jina_url_reader module camel.loaders.unstructured_io module camel.memories module camel.memories.agent_memories module camel.memories.base module camel.memories.blocks module camel.memories.blocks.chat_history_block module camel.memories.blocks.vectordb_block module camel.memories.context_creators module camel.memories.context_creators.score_based module camel.memories.records module camel.messages module camel.messages.base module camel.messages.func_message module camel.models module camel.models.anthropic_model module camel.models.azure_openai_model module camel.models.base_model module camel.models.gemini_model module camel.models.groq_model module camel.models.litellm_model module camel.models.mistral_model module camel.models.model_factory module camel.models.nemotron_model module camel.models.ollama_model module camel.models.open_source_model module camel.models.openai_audio_models module camel.models.openai_compatibility_model module camel.models.openai_model module camel.models.reka_model module camel.models.samba_model module camel.models.stub_model module camel.models.togetherai_model module camel.models.vllm_model module camel.models.zhipuai_model module camel.prompts module camel.prompts.ai_society module camel.prompts.base module camel.prompts.code module camel.prompts.evaluation module camel.prompts.generate_text_embedding_data module camel.prompts.image_craft module camel.prompts.misalignment module camel.prompts.multi_condition_image_craft module camel.prompts.object_recognition module camel.prompts.prompt_templates module camel.prompts.role_description_prompt_template module camel.prompts.solution_extraction module camel.prompts.task_prompt_template module camel.prompts.translation module camel.prompts.video_description_prompt module camel.responses module camel.responses.agent_responses module camel.retrievers module camel.retrievers.auto_retriever module camel.retrievers.base module camel.retrievers.bm25_retriever module camel.retrievers.cohere_rerank_retriever module camel.retrievers.vector_retriever module camel.societies module camel.societies.babyagi_playing module camel.societies.role_playing module camel.storages module camel.storages.graph_storages module camel.storages.graph_storages.base module camel.storages.graph_storages.graph_element module camel.storages.graph_storages.neo4j_graph module camel.storages.key_value_storages module camel.storages.key_value_storages.base module camel.storages.key_value_storages.in_memory module camel.storages.key_value_storages.json module camel.storages.key_value_storages.redis module camel.storages.object_storages module camel.storages.object_storages.amazon_s3 module camel.storages.object_storages.azure_blob module camel.storages.object_storages.base module camel.storages.object_storages.google_cloud module camel.storages.vectordb_storages module camel.storages.vectordb_storages.base module camel.storages.vectordb_storages.milvus module camel.storages.vectordb_storages.qdrant module camel.tasks module camel.tasks.task module camel.tasks.task_prompt module camel.terminators module camel.terminators.base module camel.terminators.response_terminator module camel.terminators.token_limit_terminator module camel.toolkits module camel.toolkits.base module camel.toolkits.code_execution module camel.toolkits.dalle_toolkit module camel.toolkits.github_toolkit module camel.toolkits.google_maps_toolkit module camel.toolkits.linkedin_toolkit module camel.toolkits.math_toolkit module camel.toolkits.open_api_toolkit module camel.toolkits.openai_function module camel.toolkits.reddit_toolkit module camel.toolkits.retrieval_toolkit module camel.toolkits.search_toolkit module camel.toolkits.slack_toolkit module camel.toolkits.twitter_toolkit module

camel.toolkits.weather_toolkit module camel.types module camel.types.enums module camel.types.openai_types module camel.utils module camel.utils.async_func module camel.utils.commons module camel.utils.constants module camel.utils.token_counting module camel.workforce module camel.workforce.base module camel.workforce.task_channel module camel.workforce.utils module camel.workforce.workforce module candidate_count (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) canonicalize_path() (camel.storages.object_storages.amazon_s3.AmazonS3Storage static method) (camel.storages.object_storages.AmazonS3Storage static method) (camel.storages.object_storages.azure_blob.AzureBlobStorage static method) (camel.storages.object_storages.AzureBlobStorage static method) (camel.storages.object_storages.base.BaseObjectStorage static method) (camel.storages.object_storages.google_cloud.GoogleCloudStorage static method) (camel.storages.object_storages.GoogleCloudStorage static method) capitalize() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) casefold() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) center() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) chat() (camel.agents.HuggingFaceToolAgent method) (camel.agents.tool_agents.hugging_face_tool_agent.HuggingFaceToolAgent method) (camel.agents.tool_agents.HuggingFaceToolAgent method) ChatAgent (class in camel.agents) (class in camel.agents.chat_agent) ChatAgentResponse (class in camel.responses) (class in camel.responses.agent_responses) ChatCompletion (class in camel.types) ChatCompletionAssistantMessageParam (class in camel.types) ChatCompletionChunk (class in camel.types) ChatCompletionFunctionMessageParam (class in camel.types) ChatCompletionMessage (class in camel.types) ChatCompletionSystemMessageParam (class in camel.types) ChatCompletionUserMessageParam (class in camel.types) ChatGPTConfig (class in camel.configs) (class in camel.configs.openai_config) ChatHistoryBlock (class in camel.memories) (class in camel.memories.blocks) (class in camel.memories.blocks.chat_history_block) ChatHistoryMemory (class in camel.memories) (class in camel.memories.agent_memories) check_crawl_job() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) check_if_running() (in module camel.workforce.utils) check_model_config() (camel.models.anthropic_model.AnthropicModel method) (camel.models.AnthropicModel method) (camel.models.azure_openai_model.AzureOpenAIModel method) (camel.models.AzureOpenAIModel method) (camel.models.base_model.BaseModelBackend method) (camel.models.BaseModelBackend method) (camel.models.gemini_model.GeminiModel method) (camel.models.GeminiModel method) (camel.models.groq_model.GroqModel method) (camel.models.GroqModel method) (camel.models.litellm_model.LiteLLMModel method) (camel.models.LiteLLMModel method) (camel.models.mistral_model.MistralModel method) (camel.models.MistralModel method) (camel.models.ollama_model.OllamaModel method) (camel.models.OllamaModel method) (camel.models.open_source_model.OpenSourceModel method) (camel.models.openai_model.OpenAIModel method) (camel.models.OpenAIModel method) (camel.models.OpenSourceModel method) (camel.models.reka_model.RekaModel method) (camel.models.RekaModel method) (camel.models.samba_model.SambaModel method) (camel.models.SambaModel method) (camel.models.stub_model.StubModel method) (camel.models.StubModel method) (camel.models.togetherai_model.TogetherAIModel method) (camel.models.TogetherAIModel method) (camel.models.vllm_model.VLLMModel method) (camel.models.VLLMModel method) (camel.models.zhipuai_model.ZhipuAIModel method) (camel.models.ZhipuAIModel method) check_server_running() (in module camel.utils) (in module camel.utils.commons) Choice (class in camel.types) choices (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) chunk_elements() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) CLAUDE_2_0 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_2_1 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_3_5_SONNET (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_3_HAIKU (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_3_OPUS (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_3_SONNET (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) CLAUDE_INSTANT_1_2 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) clean_text_data() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) clear() (camel.memories.agent_memories.ChatHistoryMemory method) (camel.memories.agent_memories.LongtermAgentMemory method) (camel.memories.base.MemoryBlock method) (camel.memories.blocks.chat_history_block.ChatHistoryBlock method) (camel.memories.blocks.ChatHistoryBlock method) (camel.memories.blocks.vectordb_block.VectorDBBlock method) (camel.memories.blocks.VectorDBBlock method) (camel.memories.ChatHistoryBlock method) (camel.memories.ChatHistoryMemory method) (camel.memories.LongtermAgentMemory method) (camel.memories.MemoryBlock method) (camel.memories.VectorDBBlock method) (camel.storages.BaseKeyValueStorage method) (camel.storages.BaseVectorStorage method) (camel.storages.InMemoryKeyValueStorage method) (camel.storages.JsonStorage method) (camel.storages.key_value_storages.base.BaseKeyValueStorage method) (camel.storages.key_value_storages.BaseKeyValueStorage method) (camel.storages.key_value_storages.in_memory.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.json.JsonStorage method) (camel.storages.key_value_storages.JsonStorage method) (camel.storages.key_value_storages.redis.RedisStorage method) (camel.storages.key_value_storages.RedisStorage method) (camel.storages.MilvusStorage method) (camel.storages.QdrantStorage method) (camel.storages.RedisStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method) clear_state() (camel.interpreters.internal_python_interpreter.InternalPythonInterpreter method) (camel.interpreters.InternalPythonInterpreter method) client (camel.models.litellm_model.LiteLLMModel property) (camel.models.LiteLLMModel property) (camel.storages.BaseVectorStorage property) (camel.storages.key_value_storages.redis.RedisStorage property) (camel.storages.key_value_storages.RedisStorage property) (camel.storages.MilvusStorage property) (camel.storages.QdrantStorage property) (camel.storages.RedisStorage property) (camel.storages.vectordb_storages.base.BaseVectorStorage property) (camel.storages.vectordb_storages.BaseVectorStorage property) (camel.storages.vectordb_storages.milvus.MilvusStorage property) (camel.storages.vectordb_storages.MilvusStorage property) (camel.storages.vectordb_storages.qdrant.QdrantStorage property) (camel.storages.vectordb_storages.QdrantStorage property) close() (camel.storages.key_value_storages.redis.RedisStorage method) (camel.storages.key_value_storages.RedisStorage method) (camel.storages.RedisStorage method) CODE (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) code_type (camel.prompts.base.CodePrompt attribute) (camel.prompts.base.CodePrompt property) (camel.prompts.CodePrompt attribute) (camel.prompts.CodePrompt property) CodeExecutionToolkit (class in camel.toolkits) (class in camel.toolkits.code_execution) CodePrompt (class in camel.prompts) (class in camel.prompts.base) CodePromptTemplateDict (class in camel.prompts) (class in camel.prompts.code) CodeTaskPromptGenerator (class in camel.generators) CohereRerankRetriever (class in camel.retrievers) (class in camel.retrievers.cohere_rerank_retriever) collect_top_posts() (camel.toolkits.reddit_toolkit.RedditToolkit method) (camel.toolkits.RedditToolkit method) completion_cost (camel.utils.LiteLLMTokenCounter property) (camel.utils.token_counting.LiteLLMTokenCounter property) completion_tokens (camel.types.CompletionUsage attribute) completion_tokens_details (camel.types.CompletionUsage attribute) CompletionUsage (class in camel.types) compose() (camel.tasks.Task method) (camel.tasks.task.Task method) Constants (class in camel.utils) (class in camel.utils.constants) content (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) (camel.messages.FunctionCallingMessage attribute) (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionFunctionMessageParam attribute) (camel.types.ChatCompletionMessage attribute) (camel.types.ChatCompletionSystemMessageParam attribute) (camel.types.ChatCompletionUserMessageParam attribute) (camel.workforce.utils.TaskResult attribute) content_input_path (camel.retrievers.bm25_retriever.BM25Retriever attribute) (camel.retrievers.BM25Retriever attribute) ContextRecord (class in camel.memories) (class in camel.memories.records) continue_search() (camel.agents.search_agent.SearchAgent method) (camel.agents.SearchAgent method) copy() (camel.loaders.base_io.File method) (camel.loaders.File method) COSINE (camel.types.enums.VectorDistance attribute) (camel.types.VectorDistance attribute) count() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) count_tokens_from_messages() (camel.models.base_model.BaseModelBackend method) (camel.models.BaseModelBackend method) (camel.models.stub_model.StubTokenCounter method) (camel.utils.AnthropicTokenCounter method) (camel.utils.BaseTokenCounter method) (camel.utils.GeminiTokenCounter method) (camel.utils.LiteLLMTokenCounter method) (camel.utils.MistralTokenCounter method) (camel.utils.OpenAITokenCounter method) (camel.utils.OpenSourceTokenCounter method) (camel.utils.token_counting.AnthropicTokenCounter method) (camel.utils.token_counting.BaseTokenCounter method) (camel.utils.token_counting.GeminiTokenCounter method) (camel.utils.token_counting.LiteLLMTokenCounter method) (camel.utils.token_counting.MistralTokenCounter method) (camel.utils.token_counting.OpenAITokenCounter method) (camel.utils.token_counting.OpenSourceTokenCounter method) count_tokens_from_prompt() (camel.models.anthropic_model.AnthropicModel method) (camel.models.AnthropicModel method) COURSERA (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) crawl() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) create() (camel.models.model_factory.ModelFactory static method) (camel.models.ModelFactory static method) (camel.storages.vectordb_storages.base.VectorDBQueryResult class method) (camel.storages.vectordb_storages.VectorDBQueryResult class method) (camel.storages.VectorDBQueryResult class method) create_chunks() (in module camel.utils) (in module camel.utils.commons) create_context() (camel.memories.base.BaseContextCreator method) (camel.memories.BaseContextCreator method) (camel.memories.context_creators.score_based.ScoreBasedContextCreator method) (camel.memories.context_creators.ScoreBasedContextCreator method) (camel.memories.ScoreBasedContextCreator method) create_element_from_text() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) create_file() (camel.loaders.base_io.File static method) (camel.loaders.File static method) create_file_from_raw_bytes() (camel.loaders.base_io.File static method) (camel.loaders.File static method) create_new_instance() (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) create_post() (camel.toolkits.linkedin_toolkit.LinkedInToolkit method) (camel.toolkits.LinkedInToolkit method) create_pull_request() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) CREATE_QR_CODE (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) create_slack_channel() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) create_tweet() (camel.toolkits.twitter_toolkit.TwitterToolkit method) (camel.toolkits.TwitterToolkit method) created (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) CRITIC (camel.types.enums.RoleType attribute) (camel.types.RoleType attribute) CRITIC_PROMPT (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute) (camel.prompts.AISocietyPromptTemplateDict attribute) CriticAgent (class in camel.agents) (class in camel.agents.critic_agent) current_task (camel.tasks.task.TaskManager property) (camel.tasks.TaskManager property) current_task_id (camel.tasks.task.TaskManager attribute) (camel.tasks.TaskManager attribute) custom_llm_provider (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute)

D

DalleToolkit (class in camel.toolkits) (class in camel.toolkits.dalle_toolkit) DAN_PROMPT (camel.prompts.misalignment.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.MisalignmentPromptTemplateDict attribute), [1] decompose() (camel.tasks.Task method) (camel.tasks.task.Task method) deduce_conditions_and_quality() (camel.agents.deductive_reasoner_agent.DeductiveReasonerAgent method) DeductiveReasonerAgent (class in camel.agents.deductive_reasoner_agent) DEFAULT (camel.types.enums.JinaReturnFormat attribute) (camel.types.enums.ModelPlatformType attribute) (camel.types.enums.RoleType attribute) (camel.types.enums.TaskType attribute) (camel.types.ModelPlatformType attribute) (camel.types.RoleType attribute) (camel.types.TaskType attribute) DEFAULT_SIMILARITY_THRESHOLD (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) DEFAULT_TOP_K_RESULTS (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) DEFAULT_WORD_LIMIT (camel.agents.task_agent.TaskSpecifyAgent attribute), [1] (camel.agents.TaskSpecifyAgent attribute), [1] delay (camel.toolkits.reddit_toolkit.RedditToolkit attribute) (camel.toolkits.RedditToolkit attribute) delete() (camel.storages.BaseVectorStorage method) (camel.storages.MilvusStorage method) (camel.storages.QdrantStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method)

delete_entity() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) delete_post() (camel.toolkits.linkedin_toolkit.LinkedInToolkit method) (camel.toolkits.LinkedInToolkit method) delete_slack_message() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) delete_triplet() (camel.storages.BaseGraphStorage method) (camel.storages.graph_storages.base.BaseGraphStorage method) (camel.storages.graph_storages.BaseGraphStorage method) (camel.storages.graph_storages.NebulaGraph method) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph method) (camel.storages.graph_storages.Neo4jGraph method) (camel.storages.NebulaGraph method) (camel.storages.Neo4jGraph method) delete_tweet() (camel.toolkits.twitter_toolkit.TwitterToolkit method) (camel.toolkits.TwitterToolkit method) DELETED (camel.tasks.task.TaskState attribute) dependencies_required() (in module camel.utils) (in module camel.utils.commons) deployment_id (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) description (camel.workforce.utils.WorkerConf attribute) diffs (camel.toolkits.github_toolkit.GithubPullRequest attribute), [1] display_options() (camel.human.Human method) DockerInterpreter (class in camel.interpreters) (class in camel.interpreters.docker_interpreter) DocxFile (class in camel.loaders.base_io) DONE (camel.tasks.task.TaskState attribute) DOT (camel.types.enums.VectorDistance attribute) (camel.types.VectorDistance attribute) download_file() (camel.storages.object_storages.base.BaseObjectStorage method) download_tasks() (in module camel.utils) (in module camel.utils.commons)

E

ECHO (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) embed() (camel.embeddings.base.BaseEmbedding method) (camel.embeddings.BaseEmbedding method) embed_list() (camel.embeddings.base.BaseEmbedding method) (camel.embeddings.BaseEmbedding method) (camel.embeddings.mistral_embedding.MistralEmbedding method) (camel.embeddings.MistralEmbedding method) (camel.embeddings.openai_embedding.OpenAIEmbedding method) (camel.embeddings.OpenAIEmbedding method) (camel.embeddings.sentence_transformers_embeddings.SentenceTransformerEncoder method) (camel.embeddings.SentenceTransformerEncoder method) (camel.embeddings.VisionLanguageEmbedding method) (camel.embeddings.vlm_embedding.VisionLanguageEmbedding method) embedding_model (camel.retrievers.auto_retriever.AutoRetriever attribute) (camel.retrievers.AutoRetriever attribute) (camel.retrievers.vector_retriever.VectorRetriever attribute) (camel.retrievers.VectorRetriever attribute) EmbeddingModelType (class in camel.types) (class in camel.types.enums) EmbodiedAgent (class in camel.agents) (class in camel.agents.embodied_agent) EMBODIMENT (camel.types.enums.RoleType attribute) (camel.types.RoleType attribute) EMBODIMENT_PROMPT (camel.prompts.base.TextPromptDict attribute) (camel.prompts.TextPromptDict attribute) encode() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) endswith() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method)

ensure_edge_type_exists() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) ensure_tag_exists() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) EUCLIDEAN (camel.types.enums.VectorDistance attribute) (camel.types.VectorDistance attribute) EVALUATION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) EvaluationPromptTemplateDict (class in camel.prompts) (class in camel.prompts.evaluation) evolve() (camel.tasks.task.TaskManager method) (camel.tasks.TaskManager method) execute() (camel.interpreters.internal_python_interpreter.InternalPythonInterpreter method) (camel.interpreters.InternalPythonInterpreter method) (camel.prompts.base.CodePrompt method) (camel.prompts.CodePrompt method) execute_code() (camel.toolkits.code_execution.CodeExecutionToolkit method) (camel.toolkits.CodeExecutionToolkit method) exist() (camel.tasks.task.TaskManager method) (camel.tasks.TaskManager method) expandtabs() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) extra_headers (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) extra_info (camel.memories.MemoryRecord attribute), [1] (camel.memories.records.MemoryRecord attribute), [1] extract_data_from_text() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) extract_text_and_code_prompts() (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method)

F

FABLE (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) FAILED (camel.tasks.task.TaskState attribute) failed (camel.workforce.utils.TaskResult attribute) failure_count (camel.tasks.Task attribute) (camel.tasks.task.Task attribute) fields_type_checking() (camel.configs.base_config.BaseConfig class method) (camel.configs.BaseConfig class method) (camel.configs.mistral_config.MistralConfig class method) (camel.configs.MistralConfig class method) File (class in camel.loaders) (class in camel.loaders.base_io) file_content (camel.toolkits.github_toolkit.GithubIssue attribute), [1] file_path (camel.toolkits.github_toolkit.GithubIssue attribute), [1] filename (camel.toolkits.github_toolkit.GithubPullRequestDiff attribute), [1] find() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) finish_reason (camel.types.Choice attribute) Firecrawl (class in camel.loaders) (class in camel.loaders.firecrawl_reader) flatten_options() (camel.agents.critic_agent.CriticAgent method) (camel.agents.CriticAgent method) format() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) format_map() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) frequency_penalty (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute)

from_bytes() (camel.loaders.base_io.DocxFile class method) (camel.loaders.base_io.File class method) (camel.loaders.base_io.HtmlFile class method) (camel.loaders.base_io.JsonFile class method) (camel.loaders.base_io.PdfFile class method) (camel.loaders.base_io.TxtFile class method) (camel.loaders.File class method) from_dict() (camel.generators.SystemMessageGenerator method) (camel.memories.MemoryRecord class method) (camel.memories.records.MemoryRecord class method) from_dicts() (camel.generators.SystemMessageGenerator method) from_message() (camel.tasks.Task class method) (camel.tasks.task.Task class method) from_raw_bytes() (camel.loaders.base_io.File class method) (camel.loaders.File class method) from_role_files() (camel.generators.AISocietyTaskPromptGenerator method) (camel.generators.CodeTaskPromptGenerator method) (camel.generators.RoleNameGenerator method) (camel.generators.SingleTxtGenerator method) from_role_generator() (camel.generators.AISocietyTaskPromptGenerator method) (camel.generators.CodeTaskPromptGenerator method) func_name (camel.agents.chat_agent.FunctionCallingRecord attribute), [1] (camel.messages.func_message.FunctionCallingMessage attribute) (camel.messages.FunctionCallingMessage attribute) FUNC_NAME_FOR_STRUCTURED_OUTPUT (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) func_string_to_callable() (in module camel.utils) (in module camel.utils.commons) FUNCTION (camel.types.enums.OpenAIBackendRole attribute) (camel.types.OpenAIBackendRole attribute) function_call (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionMessage attribute) FunctionCallingMessage (class in camel.messages) (class in camel.messages.func_message) FunctionCallingRecord (class in camel.agents.chat_agent)

G

GEMINI (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) GEMINI_1_5_FLASH (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GEMINI_1_5_PRO (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GeminiConfig (class in camel.configs) (class in camel.configs.gemini_config) GeminiModel (class in camel.models) (class in camel.models.gemini_model) GeminiTokenCounter (class in camel.utils) (class in camel.utils.token_counting) gen_task_id() (camel.tasks.task.TaskManager method) (camel.tasks.TaskManager method) generate_apinames_filepaths() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) GENERATE_ASSISTANTS (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] GENERATE_DOMAINS (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] GENERATE_LANGUAGES (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] generate_openapi_funcs() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) GENERATE_QUESTIONS (camel.prompts.evaluation.EvaluationPromptTemplateDict attribute), [1] (camel.prompts.EvaluationPromptTemplateDict attribute), [1] GENERATE_TASKS (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] (camel.prompts.generate_text_embedding_data.GenerateTextEmbeddingDataPromptTemplateDict attribute), [1] (camel.prompts.GenerateTextEmbeddingDataPromptTemplateDict attribute), [1] (camel.prompts.misalignment.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.MisalignmentPromptTemplateDict attribute), [1] GENERATE_TEXT_EMBEDDING_DATA (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) GENERATE_USERS (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] GenerateTextEmbeddingDataPromptTemplateDict (class in camel.prompts) (class in camel.prompts.generate_text_embedding_data) get_address_description() (camel.toolkits.google_maps_toolkit.GoogleMapsToolkit method) (camel.toolkits.GoogleMapsToolkit method) get_assigned_task_by_assignee() (camel.workforce.task_channel.TaskChannel method) get_channel_debug_info() (camel.workforce.task_channel.TaskChannel method) get_client (camel.storages.BaseGraphStorage property) (camel.storages.graph_storages.base.BaseGraphStorage property) (camel.storages.graph_storages.BaseGraphStorage property) (camel.storages.graph_storages.NebulaGraph property) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph property) (camel.storages.graph_storages.Neo4jGraph property) (camel.storages.NebulaGraph property) (camel.storages.Neo4jGraph property) get_context() (camel.memories.AgentMemory method) (camel.memories.base.AgentMemory method) get_context_creator() (camel.memories.agent_memories.ChatHistoryMemory method) (camel.memories.agent_memories.LongtermAgentMemory method) (camel.memories.agent_memories.VectorDBMemory method) (camel.memories.AgentMemory method) (camel.memories.base.AgentMemory method) (camel.memories.ChatHistoryMemory method) (camel.memories.LongtermAgentMemory method) (camel.memories.VectorDBMemory method) get_dalle_img() (camel.toolkits.dalle_toolkit.DalleToolkit method) (camel.toolkits.DalleToolkit method) get_dependency_ids() (camel.workforce.task_channel.TaskChannel method) get_depth() (camel.tasks.Task method) (camel.tasks.task.Task method) get_elevation() (camel.toolkits.google_maps_toolkit.GoogleMapsToolkit method) (camel.toolkits.GoogleMapsToolkit method) get_file() (camel.storages.object_storages.base.BaseObjectStorage method) get_first_int() (in module camel.utils) (in module camel.utils.commons) get_function_description() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) get_function_name() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) get_generate_tasks_prompt() (camel.prompts.prompt_templates.PromptTemplateGenerator method) (camel.prompts.PromptTemplateGenerator method) get_github_access_token() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) get_indexes() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) get_info() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) get_input() (camel.human.Human method) get_model_encoding() (in module camel.utils) (in module camel.utils.token_counting) get_my_user_profile() (camel.toolkits.twitter_toolkit.TwitterToolkit method) (camel.toolkits.TwitterToolkit method) get_node_properties() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) get_openai_function_schema() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) (in module camel.toolkits) (in module camel.toolkits.openai_function) get_openai_tool_schema() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) (in module camel.toolkits) (in module camel.toolkits.openai_function) get_openweathermap_api_key() (camel.toolkits.weather_toolkit.WeatherToolkit method) (camel.toolkits.WeatherToolkit method) get_option() (camel.agents.critic_agent.CriticAgent method) (camel.agents.CriticAgent method) get_output_dim() (camel.embeddings.base.BaseEmbedding method) (camel.embeddings.BaseEmbedding method) (camel.embeddings.mistral_embedding.MistralEmbedding method) (camel.embeddings.MistralEmbedding method) (camel.embeddings.openai_embedding.OpenAIEmbedding method) (camel.embeddings.OpenAIEmbedding method) (camel.embeddings.sentence_transformers_embeddings.SentenceTransformerEncoder method) (camel.embeddings.SentenceTransformerEncoder method) (camel.embeddings.VisionLanguageEmbedding method) (camel.embeddings.vlm_embedding.VisionLanguageEmbedding method) get_parameter() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) get_paramter_description() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) get_payloads_by_vector() (camel.storages.BaseVectorStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) get_profile() (camel.toolkits.linkedin_toolkit.LinkedInToolkit method) (camel.toolkits.LinkedInToolkit method) get_prompt_from_key() (camel.prompts.prompt_templates.PromptTemplateGenerator method) (camel.prompts.PromptTemplateGenerator method) get_prompt_template_key_words() (in module camel.utils) (in module camel.utils.commons) get_pydantic_major_version() (in module camel.utils) (in module camel.utils.commons)

get_pydantic_object_schema() (in module camel.utils) (in module camel.utils.commons) get_relationship_properties() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) get_relationship_types() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) get_result() (camel.tasks.Task method) (camel.tasks.task.Task method) get_returned_task_by_publisher() (camel.workforce.task_channel.TaskChannel method) get_running_task() (camel.tasks.Task method) (camel.tasks.task.Task method) get_schema (camel.storages.BaseGraphStorage property) (camel.storages.graph_storages.base.BaseGraphStorage property) (camel.storages.graph_storages.BaseGraphStorage property) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph property) (camel.storages.graph_storages.Neo4jGraph property) (camel.storages.Neo4jGraph property) get_schema() (camel.storages.graph_storages.NebulaGraph method) (camel.storages.NebulaGraph method) get_slack_channel_information() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) get_slack_channel_message() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) get_structured_schema (camel.storages.BaseGraphStorage property) (camel.storages.graph_storages.base.BaseGraphStorage property) (camel.storages.graph_storages.BaseGraphStorage property) (camel.storages.graph_storages.NebulaGraph property) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph property) (camel.storages.graph_storages.Neo4jGraph property) (camel.storages.NebulaGraph property) (camel.storages.Neo4jGraph property) get_system_information() (in module camel.utils) (in module camel.utils.commons) get_system_prompt() (camel.prompts.prompt_templates.PromptTemplateGenerator method) (camel.prompts.PromptTemplateGenerator method) get_task_by_id() (camel.workforce.task_channel.TaskChannel method) get_task_list() (in module camel.utils) (in module camel.utils.commons) get_task_specify_prompt() (camel.prompts.prompt_templates.PromptTemplateGenerator method) (camel.prompts.PromptTemplateGenerator method) get_timezone() (camel.toolkits.google_maps_toolkit.GoogleMapsToolkit method) (camel.toolkits.GoogleMapsToolkit method) get_tool_agent_names() (camel.agents.embodied_agent.EmbodiedAgent method) (camel.agents.EmbodiedAgent method) get_tools() (camel.toolkits.base.BaseToolkit method) (camel.toolkits.code_execution.CodeExecutionToolkit method) (camel.toolkits.CodeExecutionToolkit method) (camel.toolkits.dalle_toolkit.DalleToolkit method) (camel.toolkits.DalleToolkit method) (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) (camel.toolkits.google_maps_toolkit.GoogleMapsToolkit method) (camel.toolkits.GoogleMapsToolkit method) (camel.toolkits.linkedin_toolkit.LinkedInToolkit method) (camel.toolkits.LinkedInToolkit method) (camel.toolkits.math_toolkit.MathToolkit method) (camel.toolkits.MathToolkit method) (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) (camel.toolkits.reddit_toolkit.RedditToolkit method) (camel.toolkits.RedditToolkit method) (camel.toolkits.retrieval_toolkit.RetrievalToolkit method) (camel.toolkits.RetrievalToolkit method) (camel.toolkits.search_toolkit.SearchToolkit method) (camel.toolkits.SearchToolkit method) (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) (camel.toolkits.twitter_toolkit.TwitterToolkit method) (camel.toolkits.TwitterToolkit method) (camel.toolkits.weather_toolkit.WeatherToolkit method) (camel.toolkits.WeatherToolkit method) get_usage_dict() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) get_weather_data() (camel.toolkits.weather_toolkit.WeatherToolkit method) (camel.toolkits.WeatherToolkit method) GIF (camel.types.enums.OpenAIImageType attribute) (camel.types.OpenAIImageType attribute) GithubIssue (class in camel.toolkits.github_toolkit) GithubPullRequest (class in camel.toolkits.github_toolkit) GithubPullRequestDiff (class in camel.toolkits.github_toolkit) GithubToolkit (class in camel.toolkits) (class in camel.toolkits.github_toolkit) GLM_3_TURBO (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GLM_4 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GLM_4_OPEN_SOURCE (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GLM_4V (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GoogleCloudStorage (class in camel.storages.object_storages) (class in camel.storages.object_storages.google_cloud) GoogleMapsToolkit (class in camel.toolkits) (class in camel.toolkits.google_maps_toolkit) GPT_3_5_TURBO (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GPT_4 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GPT_4_TURBO (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GPT_4O (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GPT_4O_MINI (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GraphElement (class in camel.storages.graph_storages) (class in camel.storages.graph_storages.graph_element) GROQ (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) GROQ_GEMMA_2_9B_IT (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_GEMMA_7B_IT (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_LLAMA_3_1_405B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_LLAMA_3_1_70B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_LLAMA_3_1_8B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_LLAMA_3_70B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_LLAMA_3_8B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GROQ_MIXTRAL_8_7B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) GroqConfig (class in camel.configs) (class in camel.configs.groq_config) GroqModel (class in camel.models) (class in camel.models.groq_model)

H

handle_batch_response() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) handle_googlemaps_exceptions() (in module camel.toolkits.google_maps_toolkit) handle_http_error() (in module camel.utils) (in module camel.utils.commons) handle_stream_response() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method)

HIGH (camel.types.enums.OpenAIVisionDetailType attribute) (camel.types.OpenAIVisionDetailType attribute) HTML (camel.types.enums.JinaReturnFormat attribute) HtmlFile (class in camel.loaders.base_io) HuggingFaceToolAgent (class in camel.agents) (class in camel.agents.tool_agents) (class in camel.agents.tool_agents.hugging_face_tool_agent) Human (class in camel.human)

I

id (camel.storages.graph_storages.graph_element.Node attribute), [1] (camel.storages.vectordb_storages.base.VectorRecord attribute), [1] (camel.storages.vectordb_storages.VectorRecord attribute), [1] (camel.storages.VectorRecord attribute), [1] (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) IMAGE_CRAFT (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) image_detail (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) image_list (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) image_path_to_base64() (camel.toolkits.dalle_toolkit.DalleToolkit method) (camel.toolkits.DalleToolkit method) image_to_base64() (camel.toolkits.dalle_toolkit.DalleToolkit method) (camel.toolkits.DalleToolkit method) ImageCraftPromptTemplateDict (class in camel.prompts) (class in camel.prompts.image_craft) index (camel.types.Choice attribute) index() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) info (camel.responses.agent_responses.ChatAgentResponse attribute), [1] (camel.responses.ChatAgentResponse attribute), [1] information_retrieval() (camel.toolkits.retrieval_toolkit.RetrievalToolkit method) (camel.toolkits.RetrievalToolkit method) init_agents() (camel.societies.BabyAGI method) (camel.societies.babyagi_playing.BabyAGI method) init_chat() (camel.societies.role_playing.RolePlaying method) (camel.societies.RolePlaying method) init_messages() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) init_specified_task_prompt() (camel.societies.BabyAGI method) (camel.societies.babyagi_playing.BabyAGI method) InMemoryKeyValueStorage (class in camel.storages) (class in camel.storages.key_value_storages) (class in camel.storages.key_value_storages.in_memory) input_button (camel.human.Human attribute) InternalPythonInterpreter (class in camel.interpreters) (class in camel.interpreters.internal_python_interpreter) InterpreterError, [1] is_anthropic (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_azure (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_azure_openai (camel.types.enums.ModelType property) (camel.types.ModelType property) is_docker_running() (in module camel.utils) (in module camel.utils.commons) is_gemini (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_groq (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_litellm (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_mistral (camel.types.EmbeddingModelType property) (camel.types.enums.EmbeddingModelType property) (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_module_available() (in module camel.utils.commons) is_nvidia (camel.types.enums.ModelType property) (camel.types.ModelType property) is_ollama (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_open_source (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_openai (camel.types.AudioModelType property) (camel.types.EmbeddingModelType property) (camel.types.enums.AudioModelType property) (camel.types.enums.EmbeddingModelType property) (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.enums.VoiceType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) (camel.types.VoiceType property)

is_openai_compatibility_model (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_reka (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) is_samba (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_terminated() (camel.terminators.base.BaseTerminator method) (camel.terminators.base.ResponseTerminator method) (camel.terminators.BaseTerminator method) (camel.terminators.response_terminator.ResponseWordsTerminator method) (camel.terminators.ResponseTerminator method) (camel.terminators.ResponseWordsTerminator method) (camel.terminators.token_limit_terminator.TokenLimitTerminator method) (camel.terminators.TokenLimitTerminator method) is_together (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_tools_added() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) is_vllm (camel.types.enums.ModelPlatformType property) (camel.types.ModelPlatformType property) is_zhipuai (camel.types.enums.ModelPlatformType property) (camel.types.enums.ModelType property) (camel.types.ModelPlatformType property) (camel.types.ModelType property) isalnum() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isalpha() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isascii() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isdecimal() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isdigit() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isidentifier() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) islower() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isnumeric() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isprintable() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isspace() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) istitle() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) isupper() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method)

J

JinaReturnFormat (class in camel.types.enums) JinaURLReader (class in camel.loaders) (class in camel.loaders.jina_url_reader) join() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) join_slack_channel() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) JPEG (camel.types.enums.OpenAIImageType attribute) (camel.types.OpenAIImageType attribute)

JPG (camel.types.enums.OpenAIImageType attribute) (camel.types.OpenAIImageType attribute) json_to_function_code() (in module camel.utils) (in module camel.utils.commons) JsonFile (class in camel.loaders.base_io) JsonStorage (class in camel.storages) (class in camel.storages.key_value_storages) (class in camel.storages.key_value_storages.json) JupyterKernelInterpreter (class in camel.interpreters) (class in camel.interpreters.ipython_interpreter)

K

key_words (camel.prompts.base.TextPrompt attribute) (camel.prompts.base.TextPrompt property) (camel.prompts.TextPrompt attribute) (camel.prompts.TextPrompt property)

kill_button (camel.human.Human attribute) KLARNA (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) KnowledgeGraphAgent (class in camel.agents) (class in camel.agents.knowledge_graph_agent)

L

leave_slack_channel() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) LinkedInToolkit (class in camel.toolkits) (class in camel.toolkits.linkedin_toolkit) LITELLM (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) LiteLLMConfig (class in camel.configs) (class in camel.configs.litellm_config) LiteLLMModel (class in camel.models) (class in camel.models.litellm_model) LiteLLMTokenCounter (class in camel.utils) (class in camel.utils.token_counting) ljust() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) LLAMA_2 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) LLAMA_3 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) load() (camel.storages.BaseKeyValueStorage method) (camel.storages.BaseVectorStorage method) (camel.storages.InMemoryKeyValueStorage method) (camel.storages.JsonStorage method) (camel.storages.key_value_storages.base.BaseKeyValueStorage method) (camel.storages.key_value_storages.BaseKeyValueStorage method) (camel.storages.key_value_storages.in_memory.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.json.JsonStorage method) (camel.storages.key_value_storages.JsonStorage method) (camel.storages.key_value_storages.redis.RedisStorage method) (camel.storages.key_value_storages.RedisStorage method) (camel.storages.MilvusStorage method) (camel.storages.QdrantStorage method) (camel.storages.RedisStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method)

logger_color (camel.human.Human attribute) logit_bias (camel.configs.ChatGPTConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) logprobs (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.types.Choice attribute) LongtermAgentMemory (class in camel.memories) (class in camel.memories.agent_memories) LOW (camel.types.enums.OpenAIVisionDetailType attribute) (camel.types.OpenAIVisionDetailType attribute) lower() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) lstrip() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method)

M

make_assistant_message() (camel.messages.base.BaseMessage class method) (camel.messages.BaseMessage class method) make_user_message() (camel.messages.base.BaseMessage class method) (camel.messages.BaseMessage class method) maketrans() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) map_site() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) MARKDOWN (camel.types.enums.JinaReturnFormat attribute) markdown_crawl() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) MathToolkit (class in camel.toolkits) (class in camel.toolkits.math_toolkit) max_output_tokens (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) max_retries (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) max_tokens (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) memory (camel.agents.TaskSpecifyAgent attribute) memory_record (camel.memories.ContextRecord attribute) (camel.memories.records.ContextRecord attribute) MemoryBlock (class in camel.memories) (class in camel.memories.base) MemoryRecord (class in camel.memories) (class in camel.memories.records) message (camel.memories.MemoryRecord attribute), [1] (camel.memories.records.MemoryRecord attribute), [1] (camel.types.Choice attribute) messages_to_prompt() (in module camel.utils.token_counting) meta_dict (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) (camel.messages.FunctionCallingMessage attribute) metadata (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) MILVUS (camel.types.enums.StorageType attribute) (camel.types.StorageType attribute) MilvusStorage (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.milvus) min_tokens (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) MISALIGNMENT (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) MisalignmentPromptTemplateDict (class in camel.prompts) (class in camel.prompts.misalignment) MISTRAL (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) MISTRAL_7B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_CODESTRAL (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_CODESTRAL_MAMBA (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_EMBED (camel.types.EmbeddingModelType attribute) (camel.types.enums.EmbeddingModelType attribute) MISTRAL_LARGE (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_MIXTRAL_8x22B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_MIXTRAL_8x7B (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MISTRAL_NEMO (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) MistralConfig (class in camel.configs) (class in camel.configs.mistral_config) MistralEmbedding (class in camel.embeddings) (class in camel.embeddings.mistral_embedding) MistralModel (class in camel.models) (class in camel.models.mistral_model) MistralTokenCounter (class in camel.utils) (class in camel.utils.token_counting) mock_response (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) model (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) model_backend (camel.agents.TaskSpecifyAgent attribute) model_computed_fields (camel.agents.chat_agent.FunctionCallingRecord attribute) (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.base_config.BaseConfig attribute) (camel.configs.BaseConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) (camel.memories.ContextRecord attribute) (camel.memories.MemoryRecord attribute) (camel.memories.records.ContextRecord attribute) (camel.memories.records.MemoryRecord attribute) (camel.responses.agent_responses.ChatAgentResponse attribute) (camel.responses.ChatAgentResponse attribute) (camel.storages.graph_storages.graph_element.GraphElement attribute) (camel.storages.graph_storages.graph_element.Node attribute) (camel.storages.graph_storages.graph_element.Relationship attribute) (camel.storages.graph_storages.GraphElement attribute) (camel.storages.vectordb_storages.base.VectorDBQuery attribute) (camel.storages.vectordb_storages.base.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.base.VectorDBStatus attribute) (camel.storages.vectordb_storages.base.VectorRecord attribute) (camel.storages.vectordb_storages.VectorDBQuery attribute) (camel.storages.vectordb_storages.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.VectorDBStatus attribute) (camel.storages.vectordb_storages.VectorRecord attribute) (camel.storages.VectorDBQuery attribute) (camel.storages.VectorDBQueryResult attribute) (camel.storages.VectorRecord attribute) (camel.tasks.Task attribute) (camel.tasks.task.Task attribute) (camel.toolkits.github_toolkit.GithubIssue attribute) (camel.toolkits.github_toolkit.GithubPullRequest attribute) (camel.toolkits.github_toolkit.GithubPullRequestDiff attribute) (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) (camel.types.ChatCompletionMessage attribute) (camel.types.Choice attribute) (camel.types.CompletionUsage attribute) (camel.workforce.utils.TaskAssignResult attribute) (camel.workforce.utils.TaskResult attribute) (camel.workforce.utils.WorkerConf attribute) model_config (camel.agents.chat_agent.FunctionCallingRecord attribute) (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.base_config.BaseConfig attribute) (camel.configs.BaseConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) (camel.memories.ContextRecord attribute) (camel.memories.MemoryRecord attribute) (camel.memories.records.ContextRecord attribute) (camel.memories.records.MemoryRecord attribute) (camel.responses.agent_responses.ChatAgentResponse attribute) (camel.responses.ChatAgentResponse attribute) (camel.storages.graph_storages.graph_element.GraphElement attribute) (camel.storages.graph_storages.graph_element.Node attribute) (camel.storages.graph_storages.graph_element.Relationship attribute) (camel.storages.graph_storages.GraphElement attribute) (camel.storages.vectordb_storages.base.VectorDBQuery attribute) (camel.storages.vectordb_storages.base.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.base.VectorDBStatus attribute) (camel.storages.vectordb_storages.base.VectorRecord attribute) (camel.storages.vectordb_storages.VectorDBQuery attribute) (camel.storages.vectordb_storages.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.VectorDBStatus attribute) (camel.storages.vectordb_storages.VectorRecord attribute) (camel.storages.VectorDBQuery attribute) (camel.storages.VectorDBQueryResult attribute) (camel.storages.VectorRecord attribute) (camel.tasks.Task attribute) (camel.tasks.task.Task attribute) (camel.toolkits.github_toolkit.GithubIssue attribute) (camel.toolkits.github_toolkit.GithubPullRequest attribute) (camel.toolkits.github_toolkit.GithubPullRequestDiff attribute) (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) (camel.types.ChatCompletionMessage attribute) (camel.types.Choice attribute) (camel.types.CompletionUsage attribute) (camel.workforce.utils.TaskAssignResult attribute) (camel.workforce.utils.TaskResult attribute) (camel.workforce.utils.WorkerConf attribute) model_fields (camel.agents.chat_agent.FunctionCallingRecord attribute) (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.base_config.BaseConfig attribute) (camel.configs.BaseConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) (camel.memories.ContextRecord attribute) (camel.memories.MemoryRecord attribute) (camel.memories.records.ContextRecord attribute) (camel.memories.records.MemoryRecord attribute) (camel.responses.agent_responses.ChatAgentResponse attribute) (camel.responses.ChatAgentResponse attribute) (camel.storages.graph_storages.graph_element.GraphElement attribute) (camel.storages.graph_storages.graph_element.Node attribute) (camel.storages.graph_storages.graph_element.Relationship attribute) (camel.storages.graph_storages.GraphElement attribute) (camel.storages.vectordb_storages.base.VectorDBQuery attribute) (camel.storages.vectordb_storages.base.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.base.VectorDBStatus attribute) (camel.storages.vectordb_storages.base.VectorRecord attribute) (camel.storages.vectordb_storages.VectorDBQuery attribute) (camel.storages.vectordb_storages.VectorDBQueryResult attribute) (camel.storages.vectordb_storages.VectorDBStatus attribute) (camel.storages.vectordb_storages.VectorRecord attribute) (camel.storages.VectorDBQuery attribute) (camel.storages.VectorDBQueryResult attribute) (camel.storages.VectorRecord attribute) (camel.tasks.Task attribute) (camel.tasks.task.Task attribute) (camel.toolkits.github_toolkit.GithubIssue attribute) (camel.toolkits.github_toolkit.GithubPullRequest attribute) (camel.toolkits.github_toolkit.GithubPullRequestDiff attribute) (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) (camel.types.ChatCompletionMessage attribute) (camel.types.Choice attribute) (camel.types.CompletionUsage attribute) (camel.workforce.utils.TaskAssignResult attribute) (camel.workforce.utils.TaskResult attribute) (camel.workforce.utils.WorkerConf attribute)

model_name (camel.retrievers.cohere_rerank_retriever.CohereRerankRetriever attribute) (camel.retrievers.CohereRerankRetriever attribute) model_path (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) model_type (camel.agents.TaskSpecifyAgent attribute) (camel.models.stub_model.StubModel attribute) (camel.models.StubModel attribute) model_type_checking() (camel.configs.gemini_config.GeminiConfig class method) (camel.configs.GeminiConfig class method) ModelFactory (class in camel.models) (class in camel.models.model_factory) ModelPlatformType (class in camel.types) (class in camel.types.enums) ModelType (class in camel.types) (class in camel.types.enums) module camel camel.agents camel.agents.base camel.agents.chat_agent camel.agents.critic_agent camel.agents.deductive_reasoner_agent camel.agents.embodied_agent camel.agents.knowledge_graph_agent camel.agents.role_assignment_agent camel.agents.search_agent camel.agents.task_agent camel.agents.tool_agents camel.agents.tool_agents.base camel.agents.tool_agents.hugging_face_tool_agent camel.configs camel.configs.anthropic_config camel.configs.base_config camel.configs.gemini_config camel.configs.groq_config camel.configs.litellm_config camel.configs.mistral_config camel.configs.ollama_config camel.configs.openai_config camel.configs.reka_config camel.configs.samba_config camel.configs.togetherai_config camel.configs.vllm_config camel.configs.zhipuai_config camel.embeddings camel.embeddings.base camel.embeddings.mistral_embedding camel.embeddings.openai_embedding camel.embeddings.sentence_transformers_embeddings camel.embeddings.vlm_embedding camel.generators camel.human camel.interpreters camel.interpreters.base camel.interpreters.docker_interpreter camel.interpreters.internal_python_interpreter camel.interpreters.interpreter_error camel.interpreters.ipython_interpreter camel.interpreters.subprocess_interpreter camel.loaders camel.loaders.base_io camel.loaders.firecrawl_reader camel.loaders.jina_url_reader camel.loaders.unstructured_io camel.memories camel.memories.agent_memories camel.memories.base camel.memories.blocks camel.memories.blocks.chat_history_block camel.memories.blocks.vectordb_block camel.memories.context_creators camel.memories.context_creators.score_based camel.memories.records camel.messages camel.messages.base camel.messages.func_message camel.models camel.models.anthropic_model camel.models.azure_openai_model camel.models.base_model camel.models.gemini_model camel.models.groq_model camel.models.litellm_model camel.models.mistral_model camel.models.model_factory camel.models.nemotron_model camel.models.ollama_model camel.models.open_source_model camel.models.openai_audio_models camel.models.openai_compatibility_model camel.models.openai_model camel.models.reka_model camel.models.samba_model camel.models.stub_model camel.models.togetherai_model camel.models.vllm_model camel.models.zhipuai_model camel.prompts camel.prompts.ai_society camel.prompts.base camel.prompts.code camel.prompts.evaluation camel.prompts.generate_text_embedding_data camel.prompts.image_craft camel.prompts.misalignment camel.prompts.multi_condition_image_craft camel.prompts.object_recognition camel.prompts.prompt_templates camel.prompts.role_description_prompt_template camel.prompts.solution_extraction camel.prompts.task_prompt_template camel.prompts.translation camel.prompts.video_description_prompt camel.responses camel.responses.agent_responses camel.retrievers camel.retrievers.auto_retriever camel.retrievers.base camel.retrievers.bm25_retriever camel.retrievers.cohere_rerank_retriever camel.retrievers.vector_retriever camel.societies camel.societies.babyagi_playing camel.societies.role_playing camel.storages camel.storages.graph_storages camel.storages.graph_storages.base camel.storages.graph_storages.graph_element camel.storages.graph_storages.neo4j_graph camel.storages.key_value_storages camel.storages.key_value_storages.base camel.storages.key_value_storages.in_memory camel.storages.key_value_storages.json camel.storages.key_value_storages.redis camel.storages.object_storages camel.storages.object_storages.amazon_s3 camel.storages.object_storages.azure_blob camel.storages.object_storages.base camel.storages.object_storages.google_cloud camel.storages.vectordb_storages camel.storages.vectordb_storages.base camel.storages.vectordb_storages.milvus camel.storages.vectordb_storages.qdrant camel.tasks camel.tasks.task camel.tasks.task_prompt camel.terminators camel.terminators.base camel.terminators.response_terminator camel.terminators.token_limit_terminator camel.toolkits camel.toolkits.base camel.toolkits.code_execution camel.toolkits.dalle_toolkit camel.toolkits.github_toolkit camel.toolkits.google_maps_toolkit camel.toolkits.linkedin_toolkit camel.toolkits.math_toolkit camel.toolkits.open_api_toolkit camel.toolkits.openai_function camel.toolkits.reddit_toolkit camel.toolkits.retrieval_toolkit camel.toolkits.search_toolkit camel.toolkits.slack_toolkit camel.toolkits.twitter_toolkit camel.toolkits.weather_toolkit camel.types camel.types.enums camel.types.openai_types camel.utils camel.utils.async_func camel.utils.commons camel.utils.constants camel.utils.token_counting camel.workforce camel.workforce.base camel.workforce.task_channel camel.workforce.utils camel.workforce.workforce msg (camel.responses.agent_responses.ChatAgentResponse property) (camel.responses.ChatAgentResponse property) msgs (camel.responses.agent_responses.ChatAgentResponse attribute), [1] (camel.responses.ChatAgentResponse attribute), [1] mul() (camel.toolkits.math_toolkit.MathToolkit method) (camel.toolkits.MathToolkit method) MULTI_CONDITION_IMAGE_CRAFT (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) MultiConditionImageCraftPromptTemplateDict (class in camel.prompts) (class in camel.prompts.multi_condition_image_craft)

N

n (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) name (camel.human.Human attribute) (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionFunctionMessageParam attribute) (camel.types.ChatCompletionSystemMessageParam attribute) (camel.types.ChatCompletionUserMessageParam attribute)

NASA_APOD (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) NebulaGraph (class in camel.storages) (class in camel.storages.graph_storages) NEMOTRON_4_REWARD (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) NemotronModel (class in camel.models) (class in camel.models.nemotron_model) Neo4jGraph (class in camel.storages) (class in camel.storages.graph_storages) (class in camel.storages.graph_storages.neo4j_graph) Node (class in camel.storages.graph_storages.graph_element) nodes (camel.storages.graph_storages.graph_element.GraphElement attribute), [1] (camel.storages.graph_storages.GraphElement attribute), [1] NOVA (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) number (camel.toolkits.github_toolkit.GithubIssue attribute), [1]

O

O1_MINI (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) O1_PREVIEW (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) obj (camel.storages.graph_storages.graph_element.Relationship attribute), [1] object (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) object_exists() (camel.storages.object_storages.base.BaseObjectStorage method) OBJECT_RECOGNITION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) ObjectRecognitionPromptTemplateDict (class in camel.prompts) (class in camel.prompts.object_recognition) OLLAMA (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) OllamaConfig (class in camel.configs) (class in camel.configs.ollama_config) OllamaModel (class in camel.models) (class in camel.models.ollama_model) ONYX (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) OPEN (camel.tasks.task.TaskState attribute) OPEN_SOURCE (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) OPENAI (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) OPENAI_COMPATIBILITY_MODEL (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) OpenAIAssistantMessage (in module camel.messages) OpenAIAudioModels (class in camel.models) (class in camel.models.openai_audio_models) OpenAIBackendRole (class in camel.types) (class in camel.types.enums) OpenAICompatibilityModel (class in camel.models) (class in camel.models.openai_compatibility_model) OpenAIEmbedding (class in camel.embeddings) (class in camel.embeddings.openai_embedding)

OpenAIFunction (class in camel.toolkits) (class in camel.toolkits.openai_function) OpenAIImageType (class in camel.types) (class in camel.types.enums) OpenAIImageTypeMeta (class in camel.types.enums) OpenAIModel (class in camel.models) (class in camel.models.openai_model) OpenAISystemMessage (in module camel.messages) OpenAITokenCounter (class in camel.utils) (class in camel.utils.token_counting) OpenAIUserMessage (in module camel.messages) OpenAIVisionDetailType (class in camel.types) (class in camel.types.enums) openapi_function_decorator() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) openapi_spec_to_openai_schemas() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) OpenAPIName (class in camel.types) (class in camel.types.enums) OpenAPIToolkit (class in camel.toolkits) (class in camel.toolkits.open_api_toolkit) OpenSourceConfig (class in camel.configs) (class in camel.configs.openai_config) OpenSourceModel (class in camel.models) (class in camel.models.open_source_model) OpenSourceTokenCounter (class in camel.utils) (class in camel.utils.token_counting) options_dict (camel.human.Human attribute) orig_sys_message (camel.agents.TaskSpecifyAgent attribute) output_dim (camel.types.EmbeddingModelType property) (camel.types.enums.EmbeddingModelType property) output_language (camel.agents.TaskSpecifyAgent attribute) OUTSCHOOL (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute)

P

Packet (class in camel.workforce.task_channel) PacketStatus (class in camel.workforce.task_channel) parameters (camel.toolkits.openai_function.OpenAIFunction property) (camel.toolkits.OpenAIFunction property) parent (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] parse_critic() (camel.agents.critic_agent.CriticAgent method) (camel.agents.CriticAgent method) parse_file_or_url() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) parse_input() (camel.human.Human method) parse_openapi_file() (camel.toolkits.open_api_toolkit.OpenAPIToolkit method) (camel.toolkits.OpenAPIToolkit method) parse_response() (in module camel.tasks.task) partition() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) patch (camel.toolkits.github_toolkit.GithubPullRequestDiff attribute), [1] payload (camel.storages.vectordb_storages.base.VectorRecord attribute), [1] (camel.storages.vectordb_storages.VectorRecord attribute), [1] (camel.storages.VectorRecord attribute), [1] PdfFile (class in camel.loaders.base_io) perform_sentiment_analysis() (camel.toolkits.reddit_toolkit.RedditToolkit method) (camel.toolkits.RedditToolkit method) PNG (camel.types.enums.OpenAIImageType attribute) (camel.types.OpenAIImageType attribute) post_dependency() (camel.workforce.task_channel.TaskChannel method) post_task() (camel.workforce.task_channel.TaskChannel method) presence_penalty (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute)

print_text_animated() (in module camel.utils) (in module camel.utils.commons) process() (camel.retrievers.base.BaseRetriever method) (camel.retrievers.BaseRetriever method) (camel.retrievers.bm25_retriever.BM25Retriever method) (camel.retrievers.BM25Retriever method) (camel.retrievers.vector_retriever.VectorRetriever method) (camel.retrievers.VectorRetriever method) process_task() (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) prompt_tokens (camel.types.CompletionUsage attribute) PromptTemplateGenerator (class in camel.prompts) (class in camel.prompts.prompt_templates) properties (camel.storages.graph_storages.graph_element.Node attribute), [1] (camel.storages.graph_storages.graph_element.Relationship attribute), [1] publisher_id (camel.workforce.task_channel.Packet attribute) put_file() (camel.storages.object_storages.base.BaseObjectStorage method)

Q

QDRANT (camel.types.enums.StorageType attribute) (camel.types.StorageType attribute) QdrantStorage (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.qdrant) query() (camel.retrievers.base.BaseRetriever method) (camel.retrievers.BaseRetriever method) (camel.retrievers.bm25_retriever.BM25Retriever method) (camel.retrievers.BM25Retriever method) (camel.retrievers.cohere_rerank_retriever.CohereRerankRetriever method) (camel.retrievers.CohereRerankRetriever method) (camel.retrievers.vector_retriever.VectorRetriever method) (camel.retrievers.VectorRetriever method) (camel.storages.BaseGraphStorage method) (camel.storages.BaseVectorStorage method) (camel.storages.graph_storages.base.BaseGraphStorage method) (camel.storages.graph_storages.BaseGraphStorage method) (camel.storages.graph_storages.NebulaGraph method) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph method) (camel.storages.graph_storages.Neo4jGraph method) (camel.storages.MilvusStorage method) (camel.storages.NebulaGraph method) (camel.storages.Neo4jGraph method) (camel.storages.QdrantStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method)

query_vector (camel.storages.vectordb_storages.base.VectorDBQuery attribute), [1] (camel.storages.vectordb_storages.VectorDBQuery attribute), [1] (camel.storages.VectorDBQuery attribute), [1] query_wolfram_alpha() (camel.toolkits.search_toolkit.SearchToolkit method) (camel.toolkits.SearchToolkit method) QWEN_2 (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute)

R

random_seed (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) read_content() (camel.loaders.jina_url_reader.JinaURLReader method) (camel.loaders.JinaURLReader method) record (camel.storages.vectordb_storages.base.VectorDBQueryResult attribute), [1] (camel.storages.vectordb_storages.VectorDBQueryResult attribute), [1] (camel.storages.VectorDBQueryResult attribute), [1] record_message() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) reddit (camel.toolkits.reddit_toolkit.RedditToolkit attribute) (camel.toolkits.RedditToolkit attribute) RedditToolkit (class in camel.toolkits) (class in camel.toolkits.reddit_toolkit) RedisStorage (class in camel.storages) (class in camel.storages.key_value_storages) (class in camel.storages.key_value_storages.redis) reduce_step() (camel.agents.critic_agent.CriticAgent method) (camel.agents.CriticAgent method) (camel.human.Human method) refresh_schema() (camel.storages.BaseGraphStorage method) (camel.storages.graph_storages.base.BaseGraphStorage method) (camel.storages.graph_storages.BaseGraphStorage method) (camel.storages.graph_storages.NebulaGraph method) (camel.storages.graph_storages.neo4j_graph.Neo4jGraph method) (camel.storages.graph_storages.Neo4jGraph method) (camel.storages.NebulaGraph method) (camel.storages.Neo4jGraph method) refusal (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionMessage attribute) REKA (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) REKA_CORE (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) REKA_EDGE (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) REKA_FLASH (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) RekaConfig (class in camel.configs) (class in camel.configs.reka_config) RekaModel (class in camel.models) (class in camel.models.reka_model) Relationship (class in camel.storages.graph_storages.graph_element) relationships (camel.storages.graph_storages.graph_element.GraphElement attribute), [1] (camel.storages.graph_storages.GraphElement attribute), [1] remove_subtask() (camel.tasks.Task method) (camel.tasks.task.Task method) remove_task() (camel.workforce.task_channel.TaskChannel method) removeprefix() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) removesuffix() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) repetition_penalty (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) replace() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) request_options (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) reset() (camel.agents.base.BaseAgent method) (camel.agents.BaseAgent method) (camel.agents.BaseToolAgent method) (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) (camel.agents.HuggingFaceToolAgent method) (camel.agents.tool_agents.base.BaseToolAgent method) (camel.agents.tool_agents.BaseToolAgent method) (camel.agents.tool_agents.hugging_face_tool_agent.HuggingFaceToolAgent method) (camel.agents.tool_agents.HuggingFaceToolAgent method) (camel.tasks.Task method) (camel.tasks.task.Task method) (camel.terminators.base.BaseTerminator method) (camel.terminators.base.ResponseTerminator method) (camel.terminators.BaseTerminator method) (camel.terminators.response_terminator.ResponseWordsTerminator method) (camel.terminators.ResponseTerminator method) (camel.terminators.ResponseWordsTerminator method) (camel.terminators.token_limit_terminator.TokenLimitTerminator method) (camel.terminators.TokenLimitTerminator method) (camel.workforce.base.BaseNode method) (camel.workforce.SingleAgentWorker method) (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) response_format (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) response_mime_type (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) response_schema (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) ResponseTerminator (class in camel.terminators) (class in camel.terminators.base) ResponseWordsTerminator (class in camel.terminators) (class in camel.terminators.response_terminator) result (camel.agents.chat_agent.FunctionCallingRecord attribute), [1] (camel.messages.func_message.FunctionCallingMessage attribute) (camel.messages.FunctionCallingMessage attribute) (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] retries (camel.toolkits.reddit_toolkit.RedditToolkit attribute) (camel.toolkits.RedditToolkit attribute) RetrievalToolkit (class in camel.toolkits) (class in camel.toolkits.retrieval_toolkit) retrieve() (camel.memories.agent_memories.ChatHistoryMemory method) (camel.memories.agent_memories.LongtermAgentMemory method) (camel.memories.agent_memories.VectorDBMemory method) (camel.memories.AgentMemory method) (camel.memories.base.AgentMemory method) (camel.memories.blocks.chat_history_block.ChatHistoryBlock method) (camel.memories.blocks.ChatHistoryBlock method) (camel.memories.blocks.vectordb_block.VectorDBBlock method) (camel.memories.blocks.VectorDBBlock method) (camel.memories.ChatHistoryBlock method) (camel.memories.ChatHistoryMemory method) (camel.memories.LongtermAgentMemory method) (camel.memories.VectorDBBlock method) (camel.memories.VectorDBMemory method)

retrieve_file_content() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) retrieve_issue() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) retrieve_issue_list() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) retrieve_pull_requests() (camel.toolkits.github_toolkit.GithubToolkit method) (camel.toolkits.GithubToolkit method) return_prompt_wrapper() (in module camel.prompts.base) return_task() (camel.workforce.task_channel.TaskChannel method) RETURNED (camel.workforce.task_channel.PacketStatus attribute) rfind() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) rindex() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) rjust() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) role (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionFunctionMessageParam attribute) (camel.types.ChatCompletionMessage attribute) (camel.types.ChatCompletionSystemMessageParam attribute) (camel.types.ChatCompletionUserMessageParam attribute) (camel.workforce.utils.WorkerConf attribute) role_assignment_prompt (camel.agents.role_assignment_agent.RoleAssignmentAgent attribute) (camel.agents.RoleAssignmentAgent attribute) role_at_backend (camel.memories.MemoryRecord attribute), [1] (camel.memories.records.MemoryRecord attribute), [1] ROLE_DESCRIPTION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) ROLE_DESCRIPTION_PROMPT (camel.prompts.role_description_prompt_template.RoleDescriptionPromptTemplateDict attribute), [1] (camel.prompts.RoleDescriptionPromptTemplateDict attribute), [1] role_name (camel.agents.TaskSpecifyAgent attribute) (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) (camel.messages.FunctionCallingMessage attribute) role_type (camel.agents.TaskSpecifyAgent attribute) (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) (camel.messages.FunctionCallingMessage attribute) RoleAssignmentAgent (class in camel.agents) (class in camel.agents.role_assignment_agent) RoleDescriptionPromptTemplateDict (class in camel.prompts) (class in camel.prompts.role_description_prompt_template) RoleNameGenerator (class in camel.generators) RolePlaying (class in camel.societies) (class in camel.societies.role_playing) RolePlayingWorker (class in camel.workforce) RoleType (class in camel.types) (class in camel.types.enums) root_task (camel.tasks.task.TaskManager attribute) (camel.tasks.TaskManager attribute) rpartition() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) rsplit() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) rstrip() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) run() (camel.agents.knowledge_graph_agent.KnowledgeGraphAgent method) (camel.agents.KnowledgeGraphAgent method) (camel.agents.role_assignment_agent.RoleAssignmentAgent method) (camel.agents.RoleAssignmentAgent method) (camel.agents.task_agent.TaskCreationAgent method) (camel.agents.task_agent.TaskPlannerAgent method) (camel.agents.task_agent.TaskPrioritizationAgent method) (camel.agents.task_agent.TaskSpecifyAgent method) (camel.agents.TaskCreationAgent method) (camel.agents.TaskPlannerAgent method) (camel.agents.TaskPrioritizationAgent method) (camel.agents.TaskSpecifyAgent method) (camel.interpreters.base.BaseInterpreter method) (camel.interpreters.BaseInterpreter method) (camel.interpreters.docker_interpreter.DockerInterpreter method) (camel.interpreters.DockerInterpreter method) (camel.interpreters.internal_python_interpreter.InternalPythonInterpreter method) (camel.interpreters.InternalPythonInterpreter method) (camel.interpreters.ipython_interpreter.JupyterKernelInterpreter method) (camel.interpreters.JupyterKernelInterpreter method) (camel.interpreters.subprocess_interpreter.SubprocessInterpreter method) (camel.interpreters.SubprocessInterpreter method) (camel.models.anthropic_model.AnthropicModel method) (camel.models.AnthropicModel method) (camel.models.azure_openai_model.AzureOpenAIModel method) (camel.models.AzureOpenAIModel method) (camel.models.base_model.BaseModelBackend method) (camel.models.BaseModelBackend method) (camel.models.gemini_model.GeminiModel method) (camel.models.GeminiModel method) (camel.models.groq_model.GroqModel method) (camel.models.GroqModel method) (camel.models.litellm_model.LiteLLMModel method) (camel.models.LiteLLMModel method) (camel.models.mistral_model.MistralModel method) (camel.models.MistralModel method) (camel.models.nemotron_model.NemotronModel method) (camel.models.NemotronModel method) (camel.models.ollama_model.OllamaModel method) (camel.models.OllamaModel method) (camel.models.open_source_model.OpenSourceModel method) (camel.models.openai_compatibility_model.OpenAICompatibilityModel method) (camel.models.openai_model.OpenAIModel method) (camel.models.OpenAICompatibilityModel method) (camel.models.OpenAIModel method) (camel.models.OpenSourceModel method) (camel.models.reka_model.RekaModel method) (camel.models.RekaModel method) (camel.models.samba_model.SambaModel method) (camel.models.SambaModel method) (camel.models.stub_model.StubModel method) (camel.models.StubModel method) (camel.models.togetherai_model.TogetherAIModel method) (camel.models.TogetherAIModel method) (camel.models.vllm_model.VLLMModel method) (camel.models.VLLMModel method) (camel.models.zhipuai_model.ZhipuAIModel method) (camel.models.ZhipuAIModel method) run_file() (camel.interpreters.subprocess_interpreter.SubprocessInterpreter method) (camel.interpreters.SubprocessInterpreter method) run_vector_retriever() (camel.retrievers.auto_retriever.AutoRetriever method) (camel.retrievers.AutoRetriever method) RUNNING (camel.tasks.task.TaskState attribute)

S

safe_prompt (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) safety_settings (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) SAMBA (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) SambaCloudAPIConfig (class in camel.configs) (class in camel.configs.samba_config) SambaFastAPIConfig (class in camel.configs) (class in camel.configs.samba_config) SambaModel (class in camel.models) (class in camel.models.samba_model) SambaVerseAPIConfig (class in camel.configs) (class in camel.configs.samba_config) save() (camel.storages.BaseKeyValueStorage method) (camel.storages.InMemoryKeyValueStorage method) (camel.storages.JsonStorage method) (camel.storages.key_value_storages.base.BaseKeyValueStorage method) (camel.storages.key_value_storages.BaseKeyValueStorage method) (camel.storages.key_value_storages.in_memory.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.InMemoryKeyValueStorage method) (camel.storages.key_value_storages.json.JsonStorage method) (camel.storages.key_value_storages.JsonStorage method) (camel.storages.key_value_storages.redis.RedisStorage method) (camel.storages.key_value_storages.RedisStorage method) (camel.storages.RedisStorage method) score (camel.memories.ContextRecord attribute) (camel.memories.records.ContextRecord attribute) ScoreBasedContextCreator (class in camel.memories) (class in camel.memories.context_creators) (class in camel.memories.context_creators.score_based) scrape() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) search_duckduckgo() (camel.toolkits.search_toolkit.SearchToolkit method) (camel.toolkits.SearchToolkit method) search_google() (camel.toolkits.search_toolkit.SearchToolkit method) (camel.toolkits.SearchToolkit method) search_wiki() (camel.toolkits.search_toolkit.SearchToolkit method) (camel.toolkits.SearchToolkit method) SearchAgent (class in camel.agents) (class in camel.agents.search_agent) SearchToolkit (class in camel.toolkits) (class in camel.toolkits.search_toolkit) seed (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) send_slack_message() (camel.toolkits.slack_toolkit.SlackToolkit method) (camel.toolkits.SlackToolkit method) SENT (camel.workforce.task_channel.PacketStatus attribute) SentenceTransformerEncoder (class in camel.embeddings) (class in camel.embeddings.sentence_transformers_embeddings) server_url (camel.configs.openai_config.OpenSourceConfig attribute) (camel.configs.OpenSourceConfig attribute) service_tier (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) set_channel() (camel.workforce.base.BaseNode method) (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) set_code_type() (camel.prompts.base.CodePrompt method) (camel.prompts.CodePrompt method) set_function_description() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_function_name() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_id() (camel.tasks.Task method) (camel.tasks.task.Task method) set_openai_function_schema() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_openai_tool_schema() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_output_language() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) set_parameter() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_paramter_description() (camel.toolkits.openai_function.OpenAIFunction method) (camel.toolkits.OpenAIFunction method) set_state() (camel.tasks.Task method) (camel.tasks.task.Task method) set_tasks_dependence() (camel.tasks.task.TaskManager static method) (camel.tasks.TaskManager static method) SHIMMER (camel.types.enums.VoiceType attribute) (camel.types.VoiceType attribute) similarity (camel.storages.vectordb_storages.base.VectorDBQueryResult attribute), [1] (camel.storages.vectordb_storages.VectorDBQueryResult attribute), [1] (camel.storages.VectorDBQueryResult attribute), [1] SingleAgentWorker (class in camel.workforce) SingleTxtGenerator (class in camel.generators) SlackToolkit (class in camel.toolkits) (class in camel.toolkits.slack_toolkit) SOLUTION_EXTRACTION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) SolutionExtractionPromptTemplateDict (class in camel.prompts) (class in camel.prompts.solution_extraction) source (camel.storages.graph_storages.graph_element.GraphElement attribute), [1] (camel.storages.graph_storages.GraphElement attribute), [1] SPEAK (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) speech_to_text() (camel.models.openai_audio_models.OpenAIAudioModels method) (camel.models.OpenAIAudioModels method) split() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) splitlines() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) stage_elements() (camel.loaders.unstructured_io.UnstructuredIO static method) (camel.loaders.UnstructuredIO static method) start() (camel.workforce.base.BaseNode method) (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) startswith() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) state (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] states() (camel.tasks.task.TaskState class method) status (camel.workforce.task_channel.Packet attribute) status() (camel.storages.BaseVectorStorage method) (camel.storages.MilvusStorage method) (camel.storages.QdrantStorage method) (camel.storages.vectordb_storages.base.BaseVectorStorage method) (camel.storages.vectordb_storages.BaseVectorStorage method) (camel.storages.vectordb_storages.milvus.MilvusStorage method) (camel.storages.vectordb_storages.MilvusStorage method) (camel.storages.vectordb_storages.qdrant.QdrantStorage method) (camel.storages.vectordb_storages.QdrantStorage method) step() (camel.agents.base.BaseAgent method) (camel.agents.BaseAgent method) (camel.agents.BaseToolAgent method) (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) (camel.agents.embodied_agent.EmbodiedAgent method) (camel.agents.EmbodiedAgent method) (camel.agents.HuggingFaceToolAgent method) (camel.agents.tool_agents.base.BaseToolAgent method) (camel.agents.tool_agents.BaseToolAgent method) (camel.agents.tool_agents.hugging_face_tool_agent.HuggingFaceToolAgent method) (camel.agents.tool_agents.HuggingFaceToolAgent method) (camel.societies.BabyAGI method) (camel.societies.babyagi_playing.BabyAGI method) (camel.societies.role_playing.RolePlaying method) (camel.societies.RolePlaying method)

step_async() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) step_tool_call() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) step_tool_call_async() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) stop (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) stop() (camel.workforce.base.BaseNode method) (camel.workforce.Workforce method) (camel.workforce.workforce.Workforce method) stop_sequences (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) storage (camel.retrievers.vector_retriever.VectorRetriever attribute) (camel.retrievers.VectorRetriever attribute) storage_type (camel.retrievers.auto_retriever.AutoRetriever attribute) (camel.retrievers.AutoRetriever attribute) StorageType (class in camel.types) (class in camel.types.enums) stream (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) (camel.models.anthropic_model.AnthropicModel property) (camel.models.AnthropicModel property) (camel.models.azure_openai_model.AzureOpenAIModel property) (camel.models.AzureOpenAIModel property) (camel.models.base_model.BaseModelBackend property) (camel.models.BaseModelBackend property) (camel.models.gemini_model.GeminiModel property) (camel.models.GeminiModel property) (camel.models.groq_model.GroqModel property) (camel.models.GroqModel property) (camel.models.mistral_model.MistralModel property) (camel.models.MistralModel property) (camel.models.ollama_model.OllamaModel property) (camel.models.OllamaModel property) (camel.models.open_source_model.OpenSourceModel property) (camel.models.openai_compatibility_model.OpenAICompatibilityModel property) (camel.models.openai_model.OpenAIModel property) (camel.models.OpenAICompatibilityModel property) (camel.models.OpenAIModel property) (camel.models.OpenSourceModel property) (camel.models.reka_model.RekaModel property) (camel.models.RekaModel property) (camel.models.samba_model.SambaModel property) (camel.models.SambaModel property) (camel.models.togetherai_model.TogetherAIModel property) (camel.models.TogetherAIModel property) (camel.models.vllm_model.VLLMModel property) (camel.models.VLLMModel property) (camel.models.zhipuai_model.ZhipuAIModel property) (camel.models.ZhipuAIModel property) stream_options (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.samba_config.SambaFastAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) strip() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) strip_consecutive_newlines() (in module camel.loaders.base_io) structured_scrape() (camel.loaders.Firecrawl method) (camel.loaders.firecrawl_reader.Firecrawl method) STUB (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) StubModel (class in camel.models) (class in camel.models.stub_model) StubTokenCounter (class in camel.models.stub_model) sub() (camel.toolkits.math_toolkit.MathToolkit method) (camel.toolkits.MathToolkit method) subj (camel.storages.graph_storages.graph_element.Relationship attribute), [1] SubprocessInterpreter (class in camel.interpreters) (class in camel.interpreters.subprocess_interpreter) subtasks (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1] summarize_text() (camel.agents.search_agent.SearchAgent method) (camel.agents.SearchAgent method) supported_code_types() (camel.interpreters.base.BaseInterpreter method) (camel.interpreters.BaseInterpreter method) (camel.interpreters.docker_interpreter.DockerInterpreter method) (camel.interpreters.DockerInterpreter method) (camel.interpreters.internal_python_interpreter.InternalPythonInterpreter method) (camel.interpreters.InternalPythonInterpreter method) (camel.interpreters.ipython_interpreter.JupyterKernelInterpreter method) (camel.interpreters.JupyterKernelInterpreter method) (camel.interpreters.subprocess_interpreter.SubprocessInterpreter method) (camel.interpreters.SubprocessInterpreter method) supports_tool_calling (camel.types.enums.ModelType property) (camel.types.ModelType property) swapcase() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) sync_funcs_to_async() (in module camel.utils.async_func) sys_msg (camel.workforce.utils.WorkerConf attribute) SYSTEM (camel.types.enums.OpenAIBackendRole attribute) (camel.types.OpenAIBackendRole attribute) system_fingerprint (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute) system_message (camel.agents.chat_agent.ChatAgent property) (camel.agents.ChatAgent property) SystemMessageGenerator (class in camel.generators)

T

task (camel.workforce.task_channel.Packet attribute) Task (class in camel.tasks) (class in camel.tasks.task) task_creation_prompt (camel.agents.task_agent.TaskCreationAgent attribute) (camel.agents.TaskCreationAgent attribute) task_map (camel.tasks.task.TaskManager attribute) (camel.tasks.TaskManager attribute) task_planner_prompt (camel.agents.task_agent.TaskPlannerAgent attribute) (camel.agents.TaskPlannerAgent attribute) task_prioritization_prompt (camel.agents.task_agent.TaskPrioritizationAgent attribute) (camel.agents.TaskPrioritizationAgent attribute) task_prompt (camel.agents.knowledge_graph_agent.KnowledgeGraphAgent attribute) (camel.agents.KnowledgeGraphAgent attribute) task_specify_prompt (camel.agents.task_agent.TaskSpecifyAgent attribute) (camel.agents.TaskSpecifyAgent attribute), [1] TASK_SPECIFY_PROMPT (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] (camel.prompts.misalignment.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.MisalignmentPromptTemplateDict attribute), [1] TaskAssignResult (class in camel.workforce.utils) TaskChannel (class in camel.workforce.task_channel) TaskCreationAgent (class in camel.agents) (class in camel.agents.task_agent) TaskManager (class in camel.tasks) (class in camel.tasks.task) TaskPlannerAgent (class in camel.agents) (class in camel.agents.task_agent) TaskPrioritizationAgent (class in camel.agents) (class in camel.agents.task_agent) TaskPromptTemplateDict (class in camel.prompts) (class in camel.prompts.task_prompt_template) TaskResult (class in camel.workforce.utils) tasks (camel.tasks.task.TaskManager attribute) (camel.tasks.TaskManager attribute) TaskSpecifyAgent (class in camel.agents) (class in camel.agents.task_agent) TaskState (class in camel.tasks.task) TaskType (class in camel.types) (class in camel.types.enums) temperature (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) terminated (camel.agents.TaskSpecifyAgent attribute) (camel.responses.agent_responses.ChatAgentResponse attribute), [1] (camel.responses.ChatAgentResponse attribute), [1] TerminationMode (class in camel.types) (class in camel.types.enums) TEXT (camel.types.enums.JinaReturnFormat attribute) TEXT_EMBEDDING_3_LARGE (camel.types.EmbeddingModelType attribute) (camel.types.enums.EmbeddingModelType attribute) TEXT_EMBEDDING_3_SMALL (camel.types.EmbeddingModelType attribute) (camel.types.enums.EmbeddingModelType attribute) TEXT_EMBEDDING_ADA_2 (camel.types.EmbeddingModelType attribute) (camel.types.enums.EmbeddingModelType attribute) text_extract_from_web() (in module camel.utils) (in module camel.utils.commons) text_to_speech() (camel.models.openai_audio_models.OpenAIAudioModels method) (camel.models.OpenAIAudioModels method) TextPrompt (class in camel.prompts) (class in camel.prompts.base) TextPromptDict (class in camel.prompts) (class in camel.prompts.base) timeout (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) title (camel.toolkits.github_toolkit.GithubIssue attribute), [1] (camel.toolkits.github_toolkit.GithubPullRequest attribute), [1] title() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) to_dict() (camel.memories.MemoryRecord method) (camel.memories.records.MemoryRecord method) (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) to_gemini_req() (camel.models.gemini_model.GeminiModel method) (camel.models.GeminiModel method) to_message() (camel.tasks.Task static method) (camel.tasks.task.Task static method) to_openai_assistant_message() (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) (camel.messages.func_message.FunctionCallingMessage method) (camel.messages.FunctionCallingMessage method) to_openai_function_message() (camel.messages.func_message.FunctionCallingMessage method) (camel.messages.FunctionCallingMessage method) to_openai_message() (camel.memories.MemoryRecord method) (camel.memories.records.MemoryRecord method) (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) (camel.messages.func_message.FunctionCallingMessage method) (camel.messages.FunctionCallingMessage method) to_openai_response() (camel.models.gemini_model.GeminiModel method) (camel.models.GeminiModel method) to_openai_system_message() (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) to_openai_user_message() (camel.messages.base.BaseMessage method) (camel.messages.BaseMessage method) to_pascal() (in module camel.utils) (in module camel.utils.commons) to_string() (camel.tasks.Task method) (camel.tasks.task.Task method) TOGETHER (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) TogetherAIConfig (class in camel.configs) (class in camel.configs.togetherai_config) TogetherAIModel (class in camel.models) (class in camel.models.togetherai_model) token_counter (camel.memories.base.BaseContextCreator attribute) (camel.memories.base.BaseContextCreator property) (camel.memories.BaseContextCreator attribute) (camel.memories.BaseContextCreator property) (camel.memories.context_creators.score_based.ScoreBasedContextCreator property) (camel.memories.context_creators.ScoreBasedContextCreator property) (camel.memories.ScoreBasedContextCreator property) (camel.models.anthropic_model.AnthropicModel property) (camel.models.AnthropicModel property) (camel.models.azure_openai_model.AzureOpenAIModel property) (camel.models.AzureOpenAIModel property) (camel.models.base_model.BaseModelBackend property) (camel.models.BaseModelBackend property) (camel.models.gemini_model.GeminiModel property) (camel.models.GeminiModel property) (camel.models.groq_model.GroqModel property) (camel.models.GroqModel property) (camel.models.litellm_model.LiteLLMModel property) (camel.models.LiteLLMModel property) (camel.models.mistral_model.MistralModel property) (camel.models.MistralModel property) (camel.models.ollama_model.OllamaModel property) (camel.models.OllamaModel property) (camel.models.open_source_model.OpenSourceModel property) (camel.models.openai_compatibility_model.OpenAICompatibilityModel property) (camel.models.openai_model.OpenAIModel property) (camel.models.OpenAICompatibilityModel property) (camel.models.OpenAIModel property) (camel.models.OpenSourceModel property) (camel.models.reka_model.RekaModel property) (camel.models.RekaModel property) (camel.models.samba_model.SambaModel property) (camel.models.SambaModel property) (camel.models.stub_model.StubModel property) (camel.models.StubModel property) (camel.models.togetherai_model.TogetherAIModel property) (camel.models.TogetherAIModel property) (camel.models.vllm_model.VLLMModel property) (camel.models.VLLMModel property) (camel.models.zhipuai_model.ZhipuAIModel property) (camel.models.ZhipuAIModel property) (camel.utils.LiteLLMTokenCounter property) (camel.utils.token_counting.LiteLLMTokenCounter property)

token_limit (camel.memories.base.BaseContextCreator attribute) (camel.memories.base.BaseContextCreator property) (camel.memories.BaseContextCreator attribute) (camel.memories.BaseContextCreator property) (camel.memories.context_creators.score_based.ScoreBasedContextCreator property) (camel.memories.context_creators.ScoreBasedContextCreator property) (camel.memories.ScoreBasedContextCreator property) (camel.models.base_model.BaseModelBackend property) (camel.models.BaseModelBackend property) (camel.models.litellm_model.LiteLLMModel property) (camel.models.LiteLLMModel property) (camel.models.ollama_model.OllamaModel property) (camel.models.OllamaModel property) (camel.models.openai_compatibility_model.OpenAICompatibilityModel property) (camel.models.OpenAICompatibilityModel property) (camel.models.samba_model.SambaModel property) (camel.models.SambaModel property) (camel.models.togetherai_model.TogetherAIModel property) (camel.models.TogetherAIModel property) (camel.models.vllm_model.VLLMModel property) (camel.models.VLLMModel property) (camel.types.enums.ModelType property) (camel.types.ModelType property) TokenLimitTerminator (class in camel.terminators) (class in camel.terminators.token_limit_terminator) TOOL (camel.types.enums.OpenAIBackendRole attribute) (camel.types.OpenAIBackendRole attribute) tool_calls (camel.types.ChatCompletionAssistantMessageParam attribute) (camel.types.ChatCompletionMessage attribute) tool_choice (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) tool_config (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) tools (camel.configs.AnthropicConfig attribute) (camel.configs.base_config.BaseConfig attribute) (camel.configs.BaseConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.OpenSourceConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaFastAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.ZhipuAIConfig attribute) top_k (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.storages.vectordb_storages.base.VectorDBQuery attribute), [1] (camel.storages.vectordb_storages.VectorDBQuery attribute), [1] (camel.storages.VectorDBQuery attribute), [1] top_logprobs (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) top_p (camel.configs.anthropic_config.AnthropicConfig attribute) (camel.configs.AnthropicConfig attribute) (camel.configs.ChatGPTConfig attribute) (camel.configs.gemini_config.GeminiConfig attribute) (camel.configs.GeminiConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.mistral_config.MistralConfig attribute) (camel.configs.MistralConfig attribute) (camel.configs.ollama_config.OllamaConfig attribute) (camel.configs.OllamaConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.samba_config.SambaVerseAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.SambaVerseAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) (camel.configs.zhipuai_config.ZhipuAIConfig attribute) (camel.configs.ZhipuAIConfig attribute) topological_sort() (camel.tasks.task.TaskManager static method) (camel.tasks.TaskManager static method) total_tokens (camel.types.CompletionUsage attribute) track_agent() (in module camel.utils) (in module camel.utils.commons) track_keyword_discussions() (camel.toolkits.reddit_toolkit.RedditToolkit method) (camel.toolkits.RedditToolkit method) translate() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) TRANSLATION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) TranslationPromptTemplateDict (class in camel.prompts) (class in camel.prompts.translation) TTS_1 (camel.types.AudioModelType attribute) (camel.types.enums.AudioModelType attribute) TTS_1_HD (camel.types.AudioModelType attribute) (camel.types.enums.AudioModelType attribute) TwitterToolkit (class in camel.toolkits) (class in camel.toolkits.twitter_toolkit) TxtFile (class in camel.loaders.base_io) type (camel.storages.graph_storages.graph_element.Node attribute), [1] (camel.storages.graph_storages.graph_element.Relationship attribute), [1] (camel.tasks.Task attribute), [1] (camel.tasks.task.Task attribute), [1]

U

unstructured_modules (camel.retrievers.bm25_retriever.BM25Retriever attribute) (camel.retrievers.BM25Retriever attribute) (camel.retrievers.vector_retriever.VectorRetriever attribute) (camel.retrievers.VectorRetriever attribute) UnstructuredIO (class in camel.loaders) (class in camel.loaders.unstructured_io) update_action_space() (camel.interpreters.base.BaseInterpreter method) (camel.interpreters.BaseInterpreter method) (camel.interpreters.docker_interpreter.DockerInterpreter method) (camel.interpreters.DockerInterpreter method) (camel.interpreters.internal_python_interpreter.InternalPythonInterpreter method) (camel.interpreters.InternalPythonInterpreter method) (camel.interpreters.ipython_interpreter.JupyterKernelInterpreter method) (camel.interpreters.JupyterKernelInterpreter method) (camel.interpreters.subprocess_interpreter.SubprocessInterpreter method) (camel.interpreters.SubprocessInterpreter method) update_memory() (camel.agents.chat_agent.ChatAgent method) (camel.agents.ChatAgent method) update_result() (camel.tasks.Task method) (camel.tasks.task.Task method) upload_file() (camel.storages.object_storages.base.BaseObjectStorage method) upper() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) url_and_api_key (camel.retrievers.auto_retriever.AutoRetriever attribute) (camel.retrievers.AutoRetriever attribute) usage (camel.types.ChatCompletion attribute) (camel.types.ChatCompletionChunk attribute)

use_search_engine (camel.configs.reka_config.RekaConfig attribute) (camel.configs.RekaConfig attribute) user (camel.configs.ChatGPTConfig attribute) (camel.configs.groq_config.GroqConfig attribute) (camel.configs.GroqConfig attribute) (camel.configs.litellm_config.LiteLLMConfig attribute) (camel.configs.LiteLLMConfig attribute) (camel.configs.openai_config.ChatGPTConfig attribute) (camel.configs.samba_config.SambaCloudAPIConfig attribute) (camel.configs.SambaCloudAPIConfig attribute) (camel.configs.togetherai_config.TogetherAIConfig attribute) (camel.configs.TogetherAIConfig attribute) (camel.configs.vllm_config.VLLMConfig attribute) (camel.configs.VLLMConfig attribute) USER (camel.types.enums.OpenAIBackendRole attribute) (camel.types.enums.RoleType attribute) (camel.types.OpenAIBackendRole attribute) (camel.types.RoleType attribute) USER_PROMPT (camel.prompts.ai_society.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.AISocietyPromptTemplateDict attribute), [1] (camel.prompts.code.CodePromptTemplateDict attribute), [1] (camel.prompts.CodePromptTemplateDict attribute), [1] (camel.prompts.misalignment.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.MisalignmentPromptTemplateDict attribute), [1] (camel.prompts.role_description_prompt_template.RoleDescriptionPromptTemplateDict attribute), [1] (camel.prompts.RoleDescriptionPromptTemplateDict attribute), [1] uuid (camel.memories.MemoryRecord attribute), [1] (camel.memories.records.MemoryRecord attribute), [1]

V

validate_meta_dict_keys() (camel.generators.SystemMessageGenerator method) validate_model_name() (camel.types.enums.ModelType method) (camel.types.ModelType method) validate_openai_tool_schema() (camel.toolkits.openai_function.OpenAIFunction static method) (camel.toolkits.OpenAIFunction static method) value_for_tiktoken (camel.types.enums.ModelType property) (camel.types.ModelType property) vector (camel.storages.vectordb_storages.base.VectorRecord attribute), [1] (camel.storages.vectordb_storages.VectorRecord attribute), [1] (camel.storages.VectorRecord attribute), [1] vector_count (camel.storages.vectordb_storages.base.VectorDBStatus attribute), [1] (camel.storages.vectordb_storages.VectorDBStatus attribute), [1] vector_dim (camel.storages.vectordb_storages.base.VectorDBStatus attribute), [1] (camel.storages.vectordb_storages.VectorDBStatus attribute), [1] vector_storage_local_path (camel.retrievers.auto_retriever.AutoRetriever attribute) (camel.retrievers.AutoRetriever attribute) VectorDBBlock (class in camel.memories) (class in camel.memories.blocks) (class in camel.memories.blocks.vectordb_block) VectorDBMemory (class in camel.memories) (class in camel.memories.agent_memories) VectorDBQuery (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.base) VectorDBQueryResult (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.base) VectorDBStatus (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.base) VectorDistance (class in camel.types) (class in camel.types.enums) VectorRecord (class in camel.storages) (class in camel.storages.vectordb_storages) (class in camel.storages.vectordb_storages.base)

VectorRetriever (class in camel.retrievers) (class in camel.retrievers.vector_retriever) VICUNA (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) VICUNA_16K (camel.types.enums.ModelType attribute) (camel.types.ModelType attribute) video_bytes (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) VIDEO_DEFAULT_IMAGE_SIZE (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) VIDEO_DEFAULT_PLUG_PYAV (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) VIDEO_DESCRIPTION (camel.types.enums.TaskType attribute) (camel.types.TaskType attribute) video_detail (camel.messages.base.BaseMessage attribute) (camel.messages.BaseMessage attribute) VIDEO_IMAGE_EXTRACTION_INTERVAL (camel.utils.Constants attribute) (camel.utils.constants.Constants attribute) VideoDescriptionPromptTemplateDict (class in camel.prompts) (class in camel.prompts.video_description_prompt) VisionLanguageEmbedding (class in camel.embeddings) (class in camel.embeddings.vlm_embedding) VLLM (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute) VLLMConfig (class in camel.configs) (class in camel.configs.vllm_config) VLLMModel (class in camel.models) (class in camel.models.vllm_model) VoiceType (class in camel.types) (class in camel.types.enums)

W

WeatherToolkit (class in camel.toolkits) (class in camel.toolkits.weather_toolkit) WEB_SCRAPER (camel.types.enums.OpenAPIName attribute) (camel.types.OpenAPIName attribute) WEBP (camel.types.enums.OpenAIImageType attribute) (camel.types.OpenAIImageType attribute) WorkerConf (class in camel.workforce.utils) Workforce (class in camel.workforce) (class in camel.workforce.workforce) wrap_prompt_functions() (in module camel.prompts.base) write_record() (camel.memories.base.MemoryBlock method) (camel.memories.MemoryBlock method) write_records() (camel.memories.agent_memories.ChatHistoryMemory method) (camel.memories.agent_memories.LongtermAgentMemory method) (camel.memories.agent_memories.VectorDBMemory method) (camel.memories.base.MemoryBlock method) (camel.memories.blocks.chat_history_block.ChatHistoryBlock method) (camel.memories.blocks.ChatHistoryBlock method) (camel.memories.blocks.vectordb_block.VectorDBBlock method) (camel.memories.blocks.VectorDBBlock method) (camel.memories.ChatHistoryBlock method) (camel.memories.ChatHistoryMemory method) (camel.memories.LongtermAgentMemory method) (camel.memories.MemoryBlock method) (camel.memories.VectorDBBlock method) (camel.memories.VectorDBMemory method)

Z

zfill() (camel.prompts.base.CodePrompt method) (camel.prompts.base.TextPrompt method) (camel.prompts.CodePrompt method) (camel.prompts.TextPrompt method) ZHIPU (camel.types.enums.ModelPlatformType attribute) (camel.types.ModelPlatformType attribute)

ZhipuAIConfig (class in camel.configs) (class in camel.configs.zhipuai_config) ZhipuAIModel (class in camel.models) (class in camel.models.zhipuai_model)