Overview
Agents
- Camel.agents. types
- Camel.agents. utils
- 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.mcp agent
- Camel.agents.programmed agent instruction
- Camel.agents.repo agent
- Camel.agents.role assignment agent
- Camel.agents.search agent
- Camel.agents.task agent
- Camel.agents.tool agents.base
- Camel.agents.tool agents.hugging face tool agent
Configs
- Camel.configs.aiml config
- Camel.configs.anthropic config
- Camel.configs.base config
- Camel.configs.bedrock config
- Camel.configs.cohere config
- Camel.configs.deepseek config
- Camel.configs.gemini config
- Camel.configs.groq config
- Camel.configs.internlm config
- Camel.configs.litellm config
- Camel.configs.lmstudio config
- Camel.configs.mistral config
- Camel.configs.modelscope config
- Camel.configs.moonshot config
- Camel.configs.netmind config
- Camel.configs.novita config
- Camel.configs.nvidia config
- Camel.configs.ollama config
- Camel.configs.openai config
- Camel.configs.openrouter config
- Camel.configs.ppio config
- Camel.configs.qwen config
- Camel.configs.reka config
- Camel.configs.samba config
- Camel.configs.sglang config
- Camel.configs.siliconflow config
- Camel.configs.togetherai config
- Camel.configs.vllm config
- Camel.configs.watsonx config
- Camel.configs.yi config
- Camel.configs.zhipuai config
Data Generation
- Camel.datagen.cot datagen
- Camel.datagen.self improving cot
- Camel.datagen.evol instruct.evol instruct
- Camel.datagen.evol instruct.scorer
- Camel.datagen.evol instruct.templates
- Camel.datagen.self instruct.self instruct
- Camel.datagen.source2synth.data processor
- Camel.datagen.source2synth.models
- Camel.datagen.source2synth.user data processor config
Datasets
Embeddings
- Camel.embeddings.azure embedding
- Camel.embeddings.base
- Camel.embeddings.gemini embedding
- Camel.embeddings.jina embedding
- Camel.embeddings.mistral embedding
- Camel.embeddings.openai compatible embedding
- Camel.embeddings.openai embedding
- Camel.embeddings.sentence transformers embeddings
- Camel.embeddings.together embedding
- Camel.embeddings.vlm embedding
Models
- Camel.models. utils
- Camel.models.aiml model
- Camel.models.anthropic model
- Camel.models.aws bedrock model
- Camel.models.azure openai model
- Camel.models.base audio model
- Camel.models.base model
- Camel.models.cohere model
- Camel.models.deepseek model
- Camel.models.fish audio model
- Camel.models.gemini model
- Camel.models.groq model
- Camel.models.internlm model
- Camel.models.litellm model
- Camel.models.lmstudio model
- Camel.models.mistral model
- Camel.models.model factory
- Camel.models.model manager
- Camel.models.modelscope model
- Camel.models.moonshot model
- Camel.models.nemotron model
- Camel.models.netmind model
- Camel.models.novita model
- Camel.models.nvidia model
- Camel.models.ollama model
- Camel.models.openai audio models
- Camel.models.openai compatible model
- Camel.models.openai model
- Camel.models.openrouter model
- Camel.models.ppio model
- Camel.models.qwen model
- Camel.models.reka model
- Camel.models.samba model
- Camel.models.sglang model
- Camel.models.siliconflow model
- Camel.models.stub model
- Camel.models.togetherai model
- Camel.models.vllm model
- Camel.models.volcano model
- Camel.models.watsonx model
- Camel.models.yi model
- Camel.models.zhipuai model
- Camel.models.reward.base reward model
- Camel.models.reward.evaluator
- Camel.models.reward.nemotron model
- Camel.models.reward.skywork model
Interpreters
Memory
Messages
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.persona hub
- 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
Responses
Retrievers
Societies
- Camel.societies.babyagi playing
- Camel.societies.role playing
- Camel.societies.workforce.base
- Camel.societies.workforce.role playing worker
- Camel.societies.workforce.single agent worker
- Camel.societies.workforce.task channel
- Camel.societies.workforce.utils
- Camel.societies.workforce.worker
- Camel.societies.workforce.workforce
Storage
- Camel.storages.graph storages.base
- Camel.storages.graph storages.graph element
- Camel.storages.graph storages.nebula graph
- Camel.storages.graph storages.neo4j graph
- Camel.storages.key value storages.base
- Camel.storages.key value storages.in memory
- Camel.storages.key value storages.json
- Camel.storages.key value storages.mem0 cloud
- Camel.storages.key value storages.redis
- 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.base
- Camel.storages.vectordb storages.faiss
- Camel.storages.vectordb storages.milvus
- Camel.storages.vectordb storages.oceanbase
- Camel.storages.vectordb storages.qdrant
- Camel.storages.vectordb storages.tidb
Tasks
Terminators
Toolkits
- Camel.toolkits.aci toolkit
- Camel.toolkits.arxiv toolkit
- Camel.toolkits.ask news toolkit
- Camel.toolkits.async browser toolkit
- Camel.toolkits.audio analysis toolkit
- Camel.toolkits.base
- Camel.toolkits.bohrium toolkit
- Camel.toolkits.browser toolkit
- Camel.toolkits.browser toolkit commons
- Camel.toolkits.code execution
- Camel.toolkits.dalle toolkit
- Camel.toolkits.dappier toolkit
- Camel.toolkits.data commons toolkit
- Camel.toolkits.excel toolkit
- Camel.toolkits.file write toolkit
- Camel.toolkits.function tool
- Camel.toolkits.github toolkit
- Camel.toolkits.google calendar toolkit
- Camel.toolkits.google maps toolkit
- Camel.toolkits.google scholar toolkit
- Camel.toolkits.human toolkit
- Camel.toolkits.image analysis toolkit
- Camel.toolkits.jina reranker toolkit
- Camel.toolkits.klavis toolkit
- Camel.toolkits.linkedin toolkit
- Camel.toolkits.math toolkit
- Camel.toolkits.mcp toolkit
- Camel.toolkits.memory toolkit
- Camel.toolkits.meshy toolkit
- Camel.toolkits.mineru toolkit
- Camel.toolkits.networkx toolkit
- Camel.toolkits.notion toolkit
- Camel.toolkits.open api toolkit
- Camel.toolkits.openai agent toolkit
- Camel.toolkits.openbb toolkit
- Camel.toolkits.playwright mcp toolkit
- Camel.toolkits.pptx toolkit
- Camel.toolkits.pubmed toolkit
- Camel.toolkits.pulse mcp search toolkit
- Camel.toolkits.pyautogui toolkit
- Camel.toolkits.reddit toolkit
- Camel.toolkits.retrieval toolkit
- Camel.toolkits.search toolkit
- Camel.toolkits.searxng toolkit
- Camel.toolkits.semantic scholar toolkit
- Camel.toolkits.slack toolkit
- Camel.toolkits.stripe toolkit
- Camel.toolkits.sympy toolkit
- Camel.toolkits.terminal toolkit
- Camel.toolkits.thinking toolkit
- Camel.toolkits.twitter toolkit
- Camel.toolkits.video analysis toolkit
- Camel.toolkits.video download toolkit
- Camel.toolkits.weather toolkit
- Camel.toolkits.whatsapp toolkit
- Camel.toolkits.wolfram alpha toolkit
- Camel.toolkits.zapier toolkit
Types
Verifiers
Bots
Runtime
Utilities
Environments
Benchmarks
Data Collector
Loaders
- Camel.loaders.apify reader
- Camel.loaders.base io
- Camel.loaders.chunkr reader
- Camel.loaders.crawl4ai reader
- Camel.loaders.firecrawl reader
- Camel.loaders.jina url reader
- Camel.loaders.markitdown
- Camel.loaders.mineru extractor
- Camel.loaders.mistral reader
- Camel.loaders.pandas reader
- Camel.loaders.scrapegraph reader
- Camel.loaders.unstructured io
Toolkits
Camel.toolkits.networkx toolkit
NetworkXToolkit
class NetworkXToolkit(BaseToolkit):
_get_nx
def _get_nx(cls):
Lazily import networkx module when needed.
init
def __init__(
self,
timeout: Optional[float] = None,
graph_type: Literal['graph', 'digraph', 'multigraph', 'multidigraph'] = 'graph'
):
Initializes the NetworkX graph client.
Parameters:
- timeout (Optional[float]): The timeout value for API requests in seconds. If None, no timeout is applied. (default: :obj:
None
)
add_node
def add_node(self, node_id: str, **attributes: Any):
Adds a node to the graph.
Parameters:
- node_id (str): The ID of the node.
- attributes (dict): Additional node attributes.
add_edge
def add_edge(
self,
source: str,
target: str,
**attributes: Any
):
Adds an edge to the graph.
Parameters:
- source (str): Source node ID.
- target (str): Target node ID.
- attributes (dict): Additional edge attributes.
get_nodes
def get_nodes(self):
Returns:
List[str]: A list of node IDs.
get_edges
def get_edges(self):
Returns:
List[Tuple[str, str]]: A list of edges as (source, target).
get_shortest_path
def get_shortest_path(
self,
source: str,
target: str,
weight: Optional[Union[str, Callable]] = None,
method: Literal['dijkstra', 'bellman-ford'] = 'dijkstra'
):
Finds the shortest path between two nodes.
Parameters:
- method (
Literal['dijkstra', 'bellman-ford'], optional
): Algorithm to compute the path. Ignored if weight is None. (default: :obj:'dijkstra'
)
Returns:
List[str]: A list of nodes in the shortest path.
compute_centrality
def compute_centrality(self):
Returns:
Dict[str, float]: Centrality values for each node.
serialize_graph
def serialize_graph(self):
Returns:
str: The serialized graph in JSON format.
deserialize_graph
def deserialize_graph(self, data: str):
Loads a graph from a serialized JSON string.
Parameters:
- data (str): The JSON string representing the graph.
export_to_file
def export_to_file(self, file_path: str):
Exports the graph to a file in JSON format.
Parameters:
- file_path (str): The file path to save the graph.
import_from_file
def import_from_file(self, file_path: str):
Imports a graph from a JSON file.
Parameters:
- file_path (str): The file path to load the graph from.
clear_graph
def clear_graph(self):
Clears the current graph.
get_tools
def get_tools(self):
Returns:
List[FunctionTool]: A list of FunctionTool objects for the toolkit methods.
Assistant
Responses are generated using AI and may contain mistakes.