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API Reference
  • Website
  • Overview
    • API Reference
    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.amd 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.nebius 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
    • Camel.datasets.base generator
    • Camel.datasets.few shot generator
    • Camel.datasets.models
    • Camel.datasets.self instruct generator
    • Camel.datasets.static dataset
    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.amd 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.nebius 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
    • Camel.interpreters.base
    • Camel.interpreters.docker interpreter
    • Camel.interpreters.e2b interpreter
    • Camel.interpreters.internal python interpreter
    • Camel.interpreters.ipython interpreter
    • Camel.interpreters.microsandbox interpreter
    • Camel.interpreters.subprocess interpreter
    Memory
    • Camel.memories.agent memories
    • Camel.memories.base
    • Camel.memories.records
    • Camel.memories.blocks.chat history block
    • Camel.memories.blocks.vectordb block
    • Camel.memories.context creators.score based
    Messages
    • Camel.messages.base
    • Camel.messages.func message
    • Camel.messages.conversion.alpaca
    • Camel.messages.conversion.conversation models
    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
    • Camel.responses.agent responses
    Retrievers
    • Camel.retrievers.auto retriever
    • Camel.retrievers.base
    • Camel.retrievers.bm25 retriever
    • Camel.retrievers.cohere rerank retriever
    • Camel.retrievers.hybrid retrival
    • Camel.retrievers.vector retriever
    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.structured output handler
    • 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.surreal
    • Camel.storages.vectordb storages.tidb
    • Camel.storages.vectordb storages.weaviate
    Tasks
    • Camel.tasks.task
    Terminators
    • Camel.terminators.base
    • Camel.terminators.response terminator
    • Camel.terminators.token limit terminator
    Toolkits
    • Camel.toolkits.aci toolkit
    • Camel.toolkits.artifact 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.context summarizer toolkit
    • 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 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.image generation 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.message agent toolkit
    • Camel.toolkits.message integration
    • Camel.toolkits.mineru toolkit
    • Camel.toolkits.minimax mcp toolkit
    • Camel.toolkits.networkx toolkit
    • Camel.toolkits.note taking toolkit
    • Camel.toolkits.notion mcp toolkit
    • Camel.toolkits.notion toolkit
    • Camel.toolkits.open api toolkit
    • Camel.toolkits.openai image toolkit
    • Camel.toolkits.openbb toolkit
    • Camel.toolkits.origene mcp 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.screenshot 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.vertex ai veo toolkit
    • Camel.toolkits.video analysis toolkit
    • Camel.toolkits.video download toolkit
    • Camel.toolkits.weather toolkit
    • Camel.toolkits.web deploy toolkit
    • Camel.toolkits.wechat official 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.config loader
    • Camel.toolkits.hybrid browser toolkit.hybrid browser toolkit
    • Camel.toolkits.hybrid browser toolkit.hybrid browser toolkit ts
    • Camel.toolkits.hybrid browser toolkit.snapshot
    • Camel.toolkits.hybrid browser toolkit.stealth config
    • Camel.toolkits.hybrid browser toolkit.ws wrapper
    • Camel.toolkits.hybrid browser toolkit py.actions
    • Camel.toolkits.hybrid browser toolkit py.agent
    • Camel.toolkits.hybrid browser toolkit py.browser session
    • Camel.toolkits.hybrid browser toolkit py.config loader
    • Camel.toolkits.hybrid browser toolkit py.hybrid browser toolkit
    • Camel.toolkits.hybrid browser toolkit py.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
    • Camel.types.enums
    • Camel.types.mcp registries
    • Camel.types.unified model type
    • Camel.types.agents.tool calling record
    Verifiers
    • Camel.verifiers.base
    • Camel.verifiers.math verifier
    • Camel.verifiers.models
    • Camel.verifiers.physics verifier
    • Camel.verifiers.python verifier
    Bots
    • Camel.bots.telegram bot
    • Camel.bots.discord.discord app
    • Camel.bots.discord.discord installation
    • Camel.bots.discord.discord store
    • Camel.bots.slack.models
    • Camel.bots.slack.slack app
    Utilities
    • Camel.utils.async func
    • Camel.utils.commons
    • Camel.utils.context utils
    • 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
    • Camel.environments.models
    • Camel.environments.multi step
    • Camel.environments.rlcards env
    • Camel.environments.single step
    • Camel.environments.tic tac toe
    Extractors
    • Camel.extractors.base
    • Camel.extractors.python strategies
    Personas
    • Camel.personas.persona
    • Camel.personas.persona hub
    Benchmarks
    • Camel.benchmarks.apibank
    • Camel.benchmarks.apibench
    • Camel.benchmarks.base
    • Camel.benchmarks.browsecomp
    • Camel.benchmarks.gaia
    • Camel.benchmarks.nexus
    • Camel.benchmarks.ragbench
    • Camel.benchmarks.mock website.app
    • Camel.benchmarks.mock website.mock web
    Data Collectors
    • Camel.data collectors.alpaca collector
    • Camel.data collectors.base
    • Camel.data collectors.sharegpt collector
    Datahubs
    • Camel.datahubs.base
    • Camel.datahubs.huggingface
    Loaders
    • Camel.loaders.apify reader
    • Camel.loaders.base io
    • Camel.loaders.base loader
    • 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
    • Camel.runtimes.base
    • Camel.runtimes.configs
    • Camel.runtimes.daytona runtime
    • Camel.runtimes.docker runtime
    • Camel.runtimes.llm guard runtime
    • Camel.runtimes.remote http runtime
    • Camel.runtimes.ubuntu docker runtime
    • Camel.runtimes.utils.function risk toolkit
    • Camel.runtimes.utils.ignore risk toolkit
    Schemas
    • Camel.schemas.base
    • Camel.schemas.openai converter
    • Camel.schemas.outlines converter
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