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.crynux 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.qianfan 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.crynux 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.qianfan 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
- Camel.societies.workforce.workforce logger
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.chroma
- Camel.storages.vectordb storages.faiss
- Camel.storages.vectordb storages.milvus
- Camel.storages.vectordb storages.oceanbase
- Camel.storages.vectordb storages.pgvector
- Camel.storages.vectordb storages.qdrant
- Camel.storages.vectordb storages.tidb
- Camel.storages.vectordb storages.weaviate
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.craw4ai toolkit
- Camel.toolkits.dalle toolkit
- Camel.toolkits.dappier toolkit
- Camel.toolkits.data commons toolkit
- Camel.toolkits.edgeone pages mcp 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 drive mcp 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.markitdown 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.task planning 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
- Camel.toolkits.hybrid browser toolkit.actions
- Camel.toolkits.hybrid browser toolkit.agent
- Camel.toolkits.hybrid browser toolkit.browser session
- Camel.toolkits.hybrid browser toolkit.hybrid browser toolkit
- Camel.toolkits.hybrid browser toolkit.snapshot
- Camel.toolkits.non visual browser toolkit.actions
- Camel.toolkits.non visual browser toolkit.agent
- Camel.toolkits.non visual browser toolkit.browser non visual toolkit
- Camel.toolkits.non visual browser toolkit.nv browser session
- Camel.toolkits.non visual browser toolkit.snapshot
Types
Verifiers
Bots
Utilities
- Camel.utils.async func
- Camel.utils.commons
- Camel.utils.deduplication
- Camel.utils.filename
- Camel.utils.langfuse
- Camel.utils.mcp
- Camel.utils.mcp client
- Camel.utils.message summarizer
- Camel.utils.response format
- Camel.utils.token counting
- Camel.utils.tool result
- Camel.utils.chunker.base
- Camel.utils.chunker.code chunker
- Camel.utils.chunker.uio chunker
Environments
Benchmarks
Data Collectors
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
Runtimes
Toolkits
Camel.toolkits.hybrid browser toolkit.browser session
NVBrowserSession
Copy
class NVBrowserSession:
Lightweight wrapper around Playwright for non-visual (headless) browsing.
It provides a single Page instance plus helper utilities (snapshot & executor). Multiple toolkits or agents can reuse this class without duplicating Playwright setup code.
This class is a singleton per event-loop.
new
Copy
def __new__(cls):
init
Copy
def __init__(self):
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Assistant
Responses are generated using AI and may contain mistakes.