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camel中支持的模型与工具

news 2025/8/22 14:21:17

一、Model: camel 中支持的模型

1.直接集成模型：

Model Platform	Model Type(s)
OpenAI	gpt-4.5-preview gpt-4o, gpt-4o-mini o1, o1-preview, o1-mini o3-mini, o3-pro gpt-4-turbo, gpt-4, gpt-3.5-turbo
Azure OpenAI	gpt-4o, gpt-4-turbo gpt-4, gpt-3.5-turbo
Mistral AI	mistral-large-latest, pixtral-12b-2409 ministral-8b-latest, ministral-3b-latest open-mistral-nemo, codestral-latest open-mistral-7b, open-mixtral-8x7b open-mixtral-8x22b, open-codestral-mamba mistral-small-2506, mistral-medium-2508
Moonshot	moonshot-v1-8k moonshot-v1-32k moonshot-v1-128k
Anthropic	claude-2.1, claude-2.0, claude-instant-1.2 claude-3-opus-latest, claude-3-sonnet-20240229, claude-3-haiku-20240307 claude-3-5-sonnet-latest, claude-3-5-haiku-latest
Gemini	gemini-2.5-pro, gemini-2.5-flash gemini-2.0-flash, gemini-2.0-flash-thinking gemini-2.0-flash-lite
Lingyiwanwu	yi-lightning, yi-large, yi-medium yi-large-turbo, yi-vision, yi-medium-200k yi-spark, yi-large-rag, yi-large-fc
Qwen	qwen3-coder-plus,qwq-32b-preview, qwen-max, qwen-plus, qwen-turbo, qwen-long qwen-vl-max, qwen-vl-plus, qwen-math-plus, qwen-math-turbo, qwen-coder-turbo qwen2.5-coder-32b-instruct, qwen2.5-72b-instruct, qwen2.5-32b-instruct, qwen2.5-14b-instruct
DeepSeek	deepseek-chat deepseek-reasoner
ZhipuAI	glm-4, glm-4v, glm-4v-flash glm-4v-plus-0111, glm-4-plus, glm-4-air glm-4-air-0111, glm-4-airx, glm-4-long glm-4-flashx, glm-zero-preview, glm-4-flash, glm-3-turbo
InternLM	internlm3-latest, internlm3-8b-instruct internlm2.5-latest, internlm2-pro-chat
Reka	reka-core, reka-flash, reka-edge
COHERE	command-r-plus, command-r, command-light, command, command-nightly

2.API & Connector Platforms

Model Platform	Supported via API/Connector
GROQ	supported models （GROQ链接 Groq is fast inference for AI builders）
TOGETHER AI	supported models
SambaNova	supported models
Ollama	supported models
OpenRouter	supported models
PPIO	supported models
LiteLLM	supported models
LMStudio	supported models
vLLM	supported models
SGLANG	supported models
NetMind	supported models
NOVITA	supported models
NVIDIA	supported models
AIML	supported models
ModelScope	supported models
AWS Bedrock	supported models
IBM WatsonX	supported models
Crynux	supported models
qianfan	supported models

二、Tools:camel 中支持的自定义工具

CAMEL 提供了各种各样的工具，这里有一个全面的清单的可用工具包:

Toolkit	Description
ArxivToolkit	A toolkit for interacting with the arXiv API to search and download academic papers.
AskNewsToolkit	A toolkit for fetching news, stories, and other content based on user queries using the AskNews API.
AudioAnalysisToolkit	A toolkit for audio processing and analysis, including transcription and question answering about audio content.
BrowserToolkit	A toolkit for browsing the web and interacting with web pages, including browser simulation and content extraction.
CodeExecutionToolkit	A toolkit for code execution which can run code in various sandboxes including internal Python, Jupyter, Docker, subprocess, or e2b.
OpenAIImageToolkit	A toolkit for image generation using OpenAI’s DALL-E model.
DappierToolkit	A toolkit for searching real-time data and fetching AI recommendations across key verticals like News, Finance, Stock Market, Sports, Weather and more using the Dappier API.
DataCommonsToolkit	A toolkit for querying and retrieving data from the Data Commons knowledge graph, including SPARQL queries, statistical time series data, and property analysis.
ExcelToolkit	A toolkit for extracting and processing content from Excel files, including conversion to markdown tables.
FunctionTool	A base toolkit for creating function-based tools that OpenAI chat models can call, with support for schema parsing and synthesis.
FileWriteTool	A toolkit for creating, writing, and modifying text in files.
GitHubToolkit	A toolkit for interacting with GitHub repositories, including retrieving issues and creating pull requests.
GoogleCalendarToolkit	A toolkit for creating events, retrieving events, updating events, and deleting events from a Google Calendar
GoogleMapsToolkit	A toolkit for accessing Google Maps services, including address validation, elevation data, and timezone information.
GoogleScholarToolkit	A toolkit for retrieving information about authors and their publications from Google Scholar.
HumanToolkit	A toolkit for facilitating human-in-the-loop interactions and feedback in AI systems.
ImageAnalysisToolkit	A toolkit for comprehensive image analysis and understanding using vision-capable language models.
JinaRerankerToolkit	A toolkit for reranking documents (text or images) based on their relevance to a given query using the Jina Reranker model.
LinkedInToolkit	A toolkit for LinkedIn operations including creating posts, deleting posts, and retrieving user profile information.
MathToolkit	A toolkit for performing basic mathematical operations such as addition, subtraction, and multiplication.
MCPToolkit	A toolkit for interacting with external tools using the Model Context Protocol (MCP).
MemoryToolkit	A toolkit for saving, loading, and clearing a ChatAgent’s memory.
MeshyToolkit	A toolkit for working with 3D mesh data and operations.
MinerUToolkit	A toolkit for extracting and processing document content using the MinerU API, with support for OCR, formula recognition, and table detection.
NetworkXToolkit	A toolkit for graph operations and analysis using the NetworkX library.
NotionToolkit	A toolkit for retrieving information from Notion pages and workspaces using the Notion API.
OpenAPIToolkit	A toolkit for working with OpenAPI specifications and REST APIs.
OpenBBToolkit	A toolkit for accessing and analyzing financial market data through the OpenBB Platform, including stocks, ETFs, cryptocurrencies, and economic indicators.
PPTXToolkit	A toolkit for creating and manipulating PowerPoint (PPTX) files, including adding slides, text, and images.
PubMedToolkit	A toolkit for interacting with PubMed’s E-utilities API to access MEDLINE data.
RedditToolkit	A toolkit for Reddit operations including collecting top posts, performing sentiment analysis on comments, and tracking keyword discussions.
RetrievalToolkit	A toolkit for retrieving information from local vector storage systems based on specified queries.
SearchToolkit	A toolkit for performing web searches using various search engines like Google, DuckDuckGo, Wikipedia, Bing, BaiDu and Wolfram Alpha.
SemanticScholarToolkit	A toolkit for interacting with the Semantic Scholar API to fetch paper and author data from academic publications.
SlackToolkit	A toolkit for Slack operations including creating channels, joining channels, and managing channel membership.
StripeToolkit	A toolkit for processing payments and managing financial transactions via Stripe.
SymPyToolkit	A toolkit for performing symbolic computations using SymPy, including algebraic manipulation, calculus, and linear algebra.
TerminalToolkit	A toolkit for terminal operations such as searching for files by name or content, executing shell commands, and managing terminal sessions across multiple operating systems.
TwitterToolkit	A toolkit for Twitter operations including creating tweets, deleting tweets, and retrieving user profile information.
VideoAnalysisToolkit	A toolkit for analyzing video content with vision-language models, including frame extraction and question answering about video content.
VideoDownloaderToolkit	A toolkit for downloading videos and optionally splitting them into chunks, with support for various video services.
WeatherToolkit	A toolkit for fetching weather data for cities using the OpenWeatherMap API.
WhatsAppToolkit	A toolkit for interacting with the WhatsApp Business API, including sending messages, managing message templates, and accessing business profile information.
ZapierToolkit	A toolkit for interacting with Zapier’s NLA API to execute actions through natural language commands and automate workflows.
KlavisToolkit	A toolkit for interacting with Kavis AI’s API to create remote hosted production-ready MCP servers.