https://aitoolchain.io/tools/camel-ai New releases and features in camel-ai, tracked by The AI Toolchain. en Sun, 22 Mar 2026 08:37:36 GMT https://github.com/camel-ai/camel/releases/tag/v0.2.90 https://github.com/camel-ai/camel/releases/tag/v0.2.90 Sun, 22 Mar 2026 08:37:36 GMT camel-ai v0.2.90 adds new LLM providers, headless browser toolkit, response API support, and expanded prompt caching. • Adds `request_level_token_callback` support via `feat:add_request_level_token_callback`, enabling per-request token usage tracking callbacks. • Adds advanced ANN query options to the OceanBase integration (bumps `pyobvector` to 0.2.22). • Adds a headless browser search toolkit with enhanced browser stealth mode. • Adds `TerminalToolkit` safe-mode sanitization to restrict dangerous command execution. • Auto-coerces dict arguments to Pydantic models inside `FunctionTool`, removing manual conversion boilerplate. • Adds unified streaming response handling and callback integration for `workforce`. • Supports the OpenAI Responses API via `feat: support response api`. • Extends prompt caching support to additional providers beyond Anthropic. • Adds async support for the AWS Bedrock Converse API. • Adds interleaved thinking for Kimi K2 and GLM models. • Adds new models: `MiniMax-M2.5`, `MiniMax-M2.7`, `MiniMax-M2.7-highspeed`, `GLM5`, and `gemini 3.1` to the model enum list. • Adds `gpt-5.4` to the model enum list. • Adds Avian as a new LLM provider. • Adds skill filter capability to workforce task routing. Breaking changes: • Removes the default 180-second timeout threshold that was previously applied globally. https://github.com/camel-ai/camel/releases/tag/v0.2.86 https://github.com/camel-ai/camel/releases/tag/v0.2.86 Tue, 10 Feb 2026 13:29:23 GMT camel-ai v0.2.86 adds Kimi K2.5 and Claude Opus 4.6 support, prompt caching, browser visual pixel mode, ChatAgent skills, Jina reranking, and file upload/download tooling. • Adds support for `kimi k2.5` as a model backend. • Adds support for `claude-opus-4-6` as a model backend. • Adds prompt caching support for compatible model backends. • Adds browser visual pixel mode to `hybrid_browser_toolkit`, enabling pixel-level visual interaction with web pages. • Adds file upload and download tool for agent workflows. • Adds `ChatAgent` skills system, including a skill creator with scripts and reference documentation. • Adds Jina reranking integration for retrieval pipelines. • Adds typed parameter definitions and supported format declarations to `EarthScienceToolkit`, and expands supported formats in `MarkItDownLoader`. • Unifies cleanup handling across all runtimes for consistent teardown behavior. https://github.com/camel-ai/camel/releases/tag/v0.2.85 https://github.com/camel-ai/camel/releases/tag/v0.2.85 Mon, 26 Jan 2026 22:13:51 GMT camel-ai v0.2.85 adds Zhipu GLM 4.1V-thinking, 4.5, 4.6, and 4.7 model support • Adds support for Zhipu's `GLM-4.1V-thinking`, `GLM-4.5`, `GLM-4.6`, and `GLM-4.7` models. https://github.com/camel-ai/camel/releases/tag/v0.2.83 https://github.com/camel-ai/camel/releases/tag/v0.2.83 Mon, 19 Jan 2026 20:38:20 GMT camel-ai v0.2.83 adds Outlook mail, Lark, IMAP, Serper.dev, AtlasCloud, and Gemma integrations plus new workforce task events • Adds `SearchToolkit` support for Serper.dev as a search provider. • Adds `shell_wait` and `shell_write_content_to_file` tools to `TerminalToolkit`. • Adds `parent_task_id` field to `TaskCompletedEvent` and `TaskFailedEvent` in the workforce module. • Adds `TaskUpdatedEvent` to the workforce module for tracking task modifications. • Adds Microsoft Outlook mail actions toolkit for reading and sending mail. • Adds Lark integration (`lark_send_message` and related toolkit) for messaging via Lark/Feishu. • Adds IMAP mail integration for reading email via IMAP. • Adds AtlasCloud model backend integration. • Adds Gemma model integration via new function-calling support. • Emits `TaskFailedEvent` on workforce quality-check failures. • Improves timeout handling for `BaseToolkit` and `TerminalToolkit`. • Skips virtual environment creation in `TerminalToolkit` if the environment already exists. • Enhances workforce task judge and fail-handling prompts. • Improves volcano engine reasoning handling in model backends. • Browser toolkit switches from relative navigation to absolute coordinate positioning. • Browser toolkit reads images into context. https://github.com/camel-ai/camel/releases/tag/v0.2.82 https://github.com/camel-ai/camel/releases/tag/v0.2.82 Wed, 17 Dec 2025 23:06:22 GMT camel-ai v0.2.82 adds SerpAPI and SQL toolkits, EarthScienceToolkit, configurable Workforce fail handling, GPT-5.2 and Gemini 3 Flash support, and custom ChatAgent in RolePlaying. • Adds `SerpApiToolkit` for search-engine results via SerpAPI, accessible as a new toolkit integration. • Adds `SqlToolkit` for agent-driven SQL database interaction. • Adds `EarthScienceToolkit` with ~100 earth-science-specific tools derived from the Earth-Agent paper. • Adds `stream_callback` parameter to task execution in `Workforce`, enabling streaming progress callbacks. • Adds configurable failure handling to `Workforce` so callers can control behaviour when a subtask fails. • Adds `log_message` method to `WorkforceLogger` for structured workforce logging. • Enables shared multi-runtime instances across multiple toolkits within the same workflow. • Supports custom `ChatAgent` instances inside `RolePlaying`, allowing callers to supply pre-configured agents for either role. • Adds async support for `SiliconFlow` model backend. • Renames all Gmail toolkit tool-call names to include a `gmail` prefix (e.g. `gmail_send_email`). • Removes deprecated Gemini 1.5 models from the model registry. • Removes deprecated Groq models from the model registry. Breaking changes: • Gmail toolkit tool-call names now carry a `gmail` prefix; any agent prompt, tool-routing logic, or stored conversation referencing the old bare names (e.g. `send_email`) will no longer match. • Deprecated Gemini 1.5 models have been removed; code that instantiates those model identifiers will fail. • Deprecated Groq models have been removed; code that instantiates those model identifiers will fail. https://github.com/camel-ai/camel/releases/tag/v0.2.80 https://github.com/camel-ai/camel/releases/tag/v0.2.80 Wed, 26 Nov 2025 18:09:23 GMT camel-ai v0.2.80 adds Gemini 3, Claude Opus 4.5, Cerebras, and ERNIE 5.0 Thinking model support alongside workforce running-mode expansion • Adds support for Gemini 3 models, including thought signatures and streaming mode. • Adds support for Claude Opus 4.5. • Adds Cerebras platform models as a new provider integration. • Adds `ERNIE_5_0_THINKING` model to the ERNIE model family. • Extends `BaseMessage` to carry reasoning/thought fields and updates usage accounting in streaming mode. • Terminal toolkit now automatically creates a Docker container if one does not already exist. • Terminal toolkit gains support for installing user-specified dependency packages. • Workforce gains support for additional running modes. • Unifies timeout configuration across the library with a `TIMEOUT` constant. • Workflow save folder and filename generation is now semantic (human-readable) rather than using opaque identifiers. • Improves async tool execution support across toolkits. https://github.com/camel-ai/camel/releases/tag/v0.2.79 https://github.com/camel-ai/camel/releases/tag/v0.2.79 Thu, 13 Nov 2025 17:14:59 GMT camel-ai v0.2.79 adds workforce callbacks, smart workflow retrieval, new model providers, async summarization, and multiple system message support. • Adds callback support for `Workforce` events and metrics logging, enabling hooks into task lifecycle and observability pipelines. • Adds `search` tool to `FileToolkit` for searching across files managed by the toolkit. • Supports multiple system messages in `ChatAgent` with an improved API (`Support Multiple System Messages with Better API`). • Adds automatic summarization in `ChatAgent` when token limit is exceeded or a configurable threshold is reached. • Adds async `summarize` support in `ChatAgent` for faster `Workforce` execution. • Adds Smart Workflow Retrieval to `Workflow`, enabling context-aware session lookup. • Supports better filenames and custom session IDs in `Workflow`. • Adds async `run` support for AWS Bedrock model backend. • Supports customized clients in model backends. • Adds `AiHubMix` as a new model provider. • Adds `SiliconFlow` model provider support, including Deepseek, InternLM, and Qwen model families. • Adds Minimax M2 model support. • Adds `gmail_toolkit` integration. • Adds browser sheet tool with input and read capabilities. • Adds Python 3.13 and 3.14 support. https://github.com/camel-ai/camel/releases/tag/v0.2.76 https://github.com/camel-ai/camel/releases/tag/v0.2.76 Sat, 11 Oct 2025 17:25:31 GMT camel-ai v0.2.76 adds AMD model platform, microsandbox, WeChat/DingTalk/Resend toolkits, Workforce workflows, and Claude Sonnet 4.5 support. • Adds `ArtifactTool` to provide a Claude-style artifact experience for agents. • Adds configurable accumulated vs. delta streaming mode with memory optimization via `feat(agents): add configurable accumulated vs delta streaming with memory optimization`. • Adds agent.summarize() with a `directory` parameter so agents can load and write context summaries to files on disk. • Adds tool-call caching for `ChatAgent` to avoid redundant tool invocations. • Adds `kwargs` passthrough to `ChunkrReaderConfig` for extended configuration of the Chunkr document reader. • Adds AMD model platform support as a new inference backend. • Adds `MiniMax MCP` toolkit integration for MiniMax model operations. • Integrates `microsandbox` as a local sandboxed code-execution solution. • Integrates WeChat as a new messaging toolkit. • Integrates Resend as an email-sending toolkit. • Integrates DingTalk toolkit with enhanced capabilities. • Adds Google Vertex AI Veo toolkit for video generation. • Adds `ACI` toolkit async support. • Adds Grok image support in model integrations. • Adds `CometAPI` support with new model and configuration classes. • Adds Magistral Small 1.2 and Magistral Medium 1.2 models. • Adds Claude Sonnet 4.5 model support. • Adds Slack `get_user_info` capability to the Slack toolkit. • Adds Workforce Workflow feature enabling structured multi-agent pipeline execution. • Adds independent task queue support for Workforce. • Adds Pydantic type checking in the MCP decorator. • Adds Markdown agent context handling for structured document processing. • Adds Dynamic File Editing capability for agents. • Refactors `MCPToolkits` for improved structure. • Refactors `terminal_toolkit` with Docker backend support and `log_dir` logging. • Adds `log_dir` parameter for browser and terminal tools to capture session logs. • Adds `browser_som_screenshot` enhancement for visual element tagging in browser automation. • Supports image URL as a message directly in model inputs. • Adds agent pool performance metrics and efficiency improvements. • Runs containers as non-root with host UID/GID mapping for improved sandbox security. https://github.com/camel-ai/camel/releases/tag/v0.2.75 https://github.com/camel-ai/camel/releases/tag/v0.2.75 Mon, 25 Aug 2025 15:09:25 GMT camel-ai v0.2.75 adds Claude 4.1, GPT-5, Mistral Medium 3.1, Nebius AI Studio, MetaSo search, and a TerminalToolkit MCP server. • Adds `TerminalToolkit` MCP server, enabling agents to execute terminal commands via the Model Context Protocol. • Updates `OpenAIImageToolkit` to support generating multiple images in a single call. • Adds Ollama API key configuration support for authenticated Ollama endpoints. • Adds `ChatAgent` timeout and retry handling for more resilient agent loops. • Adds support for Claude 4.1 models. • Adds support for GPT-5 models. • Adds support for Mistral Medium 3.1 models. • Adds Nebius AI Studio as a new model provider integration. • Adds MetaSo (`metaso.cn`) API as a new search tool integration. https://github.com/camel-ai/camel/releases/tag/v0.2.74 https://github.com/camel-ai/camel/releases/tag/v0.2.74 Tue, 05 Aug 2025 22:02:35 GMT camel-ai v0.2.74 adds custom E2B-compatible sandbox providers, browser console/input tools, snapshot/viewport toolkit, and Horizon Alpha model support. • Adds support for custom E2B-compatible sandbox providers, allowing agents to execute code in alternative sandboxed environments beyond the default E2B offering. • Adds console and input tools to the hybrid browser toolkit, enabling agents to interact with browser console output and inject input during browser-based automation. • Adds a snapshot design and viewport toolkit (`viewport_toolkit.py`) for capturing and reasoning over browser viewport state. • Adds the Horizon Alpha model from OpenRouter as a supported model in CAMEL. https://github.com/camel-ai/camel/releases/tag/v0.2.73 https://github.com/camel-ai/camel/releases/tag/v0.2.73 Wed, 30 Jul 2025 10:30:08 GMT camel-ai v0.2.73 adds SurrealDB vector storage, five new toolkits, domain exclusion for Google search, and token-saving tool-call pruning in ChatAgent. • Adds `SurrealDBStorage` as a new vector storage backend, enabling agents to persist and query embeddings in SurrealDB. • Adds `excluded_domains` parameter to `SearchToolkit` definition to exclude specified domains from `search_google` results at the toolkit level. • Adds `timeout` parameter to `TerminalToolkit` to bound how long shell commands may run. • Adds `TerminalToolkit` auto-installation of `uv` when it is not present on the host. • Adds tool-call message pruning in `ChatAgent` to reduce token budget consumed by accumulated tool-call history. • Adds `ToolkitMessageIntegration` to let agents broadcast structured status messages from within toolkits. • Adds `ScreenshotToolkit` for capturing screenshots from within agent workflows. • Adds `WebDeployToolkit` (`webdeploy_toolkit`) for deploying web artifacts from within agent workflows. • Adds `NotionMCPToolkit` (`notion_mcp_toolkit.py`) for interacting with Notion via the MCP protocol. • Adds Origene toolkit integration for agent-driven research workflows. • Adds CDP (Chrome DevTools Protocol) connect support to the browser toolkit via `cdp connect`. • Adds Python-native browser (`py browser`) as an additional browser backend. • Adds Qwen Coder model support to the model registry. • Converts invalid MCP schemas to satisfy OpenAI tool-calling requirements automatically. • Updates Mem0 integration to the v2 API. https://github.com/camel-ai/camel/releases/tag/v0.2.70 https://github.com/camel-ai/camel/releases/tag/v0.2.70 Thu, 26 Jun 2025 04:57:51 GMT camel-ai v0.2.70 adds PgVector/Chroma storage, Google Drive toolkit, crawl4ai/markitdown toolkits, Mistral Small 3.2, and multimodal Task support. • Adds `extra_body` field to vLLM model config, enabling pass-through of provider-specific parameters. • Adds `PgVectorStorage` implementation for PostgreSQL with `pgvector` support as a new vector store backend. • Adds `ChromaDB` as a supported vector database for RAG workflows. • Adds `GoogleDriveToolkit` for agent access to Google Drive. • Adds `Crawl4AIToolkit` and `MarkItDownToolkit` as first-class built-in toolkits. • Adds `EdgeOnePagesMCPToolkit` and updates `browser_nonvisual_human_in_the_loop` for human-in-the-loop browser workflows. • Adds Mistral Small 3.2 as a supported model. • Adds non-visual browser method enabling agents to interact with web content without vision capabilities. • Enhances `ExcelToolkit` with additional spreadsheet operations. • Supports attaching multimodal (image/media) information directly to `Task` objects. • Adds more built-in operations to the Python interpreter sandbox. • Enhances `VideoAnalysisToolkit` with updated OCR capability. • Updates `TerminalToolkit` to support Docker environment log output. • Improves Workforce task assignment robustness and adds JSON validation to agent outputs. https://github.com/camel-ai/camel/releases/tag/v0.2.68 https://github.com/camel-ai/camel/releases/tag/v0.2.68 Wed, 18 Jun 2025 19:27:43 GMT camel-ai v0.2.68 adds RLCards board-game environments and parallel task execution to Workforce. • Adds RLCards environments for the Project Loong board game, enabling multi-step reinforcement-learning workflows. • Adds parallelization support to `Workforce` to improve throughput on multi-agent task pipelines. • Updates `Workforce` with support for the latest Anthropic models. https://github.com/camel-ai/camel/releases/tag/v0.2.67 https://github.com/camel-ai/camel/releases/tag/v0.2.67 Wed, 18 Jun 2025 02:29:20 GMT Camel v0.2.67 adds Workforce shared memory, batch task assignment, KPI metrics, human-in-the-loop, and Qianfan platform integration. • Adds `share_memory` support to `Workforce`, enabling agents within a workforce to share a common memory store. • Adds batch task assignment to `Workforce`, allowing multiple tasks to be dispatched in a single operation. • Adds KPI metrics collection to `Workforce` for monitoring and measuring workforce performance. • Adds human-in-the-loop capability to `Workforce`, letting a human intervene in task processing at runtime. • Updates `Workforce` task processing to async, unlocking non-blocking multi-agent pipelines. • Integrates the Qianfan platform as a new model provider, expanding supported LLM backends. • Enables flexible argument passing on model calls, allowing runtime kwargs to be forwarded to underlying model APIs. • Improves robustness of async operations across core modules. https://github.com/camel-ai/camel/releases/tag/v0.2.66 https://github.com/camel-ai/camel/releases/tag/v0.2.66 Fri, 13 Jun 2025 05:21:28 GMT camel-ai v0.2.66 adds strict-mode JSON schema enforcement for tool definitions • Sets tool schema to follow strict mode, enforcing stricter JSON schema validation on tool definitions passed to the model https://github.com/camel-ai/camel/releases/tag/v0.2.65 https://github.com/camel-ai/camel/releases/tag/v0.2.65 Thu, 12 Jun 2025 15:59:10 GMT camel-ai v0.2.65 adds a Task Planning Toolkit, O3-pro model support, persistent browser context, stealth mode, and mock website tooling. • Replaces `ChatAgent.single_iteration` with `max_iteration_` for controlling agent iteration limits. • Adds a new Task Planning Toolkit for structured agent task planning workflows. • Adds support for the O3-pro model. • Supports persistent browser context and stealth mode for browser-based automation. • Adds mock website capability for browser toolkit testing and simulation. • Adds a PowerPoint (`pptx`) toolkit use-case application. Breaking changes: • `ChatAgent.single_iteration` has been replaced by `max_iteration_`; any code referencing `single_iteration` will break on upgrade. https://github.com/camel-ai/camel/releases/tag/v0.2.64 https://github.com/camel-ai/camel/releases/tag/v0.2.64 Wed, 11 Jun 2025 09:10:03 GMT camel-ai v0.2.64 adds Weaviate vector storage, Langfuse integration, MCP export for Workforce, Crynux LLM provider, and two new model supports. • Adds `to_mcp` method to `Workforce`, enabling Workforce instances to be exported and used as an MCP server. • Integrates Langfuse as an observability/tracing backend for agent runs. • Adds `WeaviateVectorStorage` as a new vector storage backend. • Adds Crynux as a new LLM provider. • Adds support for `gemini-2.5-pro-preview-06-05` model. • Adds support for Mistral's `magistral-medium-2506` model. • Adds dynamic dependency loading so optional integrations are imported on demand rather than at startup. • Enhances `Workforce` with graceful shutdown support. • Adds attempt information to `Task` additional info in `Workforce`, giving agents richer context on retries. • Enhances MCP support to run in synchronous mode. https://github.com/camel-ai/camel/releases/tag/v0.2.62 https://github.com/camel-ai/camel/releases/tag/v0.2.62 Tue, 03 Jun 2025 07:56:32 GMT camel-ai v0.2.62 adds a PowerPoint toolkit for agent-driven PPTX generation. • Adds a new `pptx` toolkit enabling agents to create and manipulate PowerPoint presentations programmatically. https://github.com/camel-ai/camel/releases/tag/v0.2.61 https://github.com/camel-ai/camel/releases/tag/v0.2.61 Fri, 30 May 2025 18:48:20 GMT camel-ai v0.2.61 adds FAISS vector storage, Claude 4, MCP agent export, Mistral OCR, and LaTeX-to-PDF tooling • Adds `FAISSStorage` as a new vector storage backend, giving practitioners a local, high-performance embedding index option alongside existing cloud stores. • Adds `ModelManager` as an accepted input to `ChatAgent`, enabling dynamic model routing and fallback strategies at the agent level. • Adds Agent-to-MCP export capability, allowing `ChatAgent` instances to be exposed as Model Context Protocol servers for interoperability with MCP-compatible clients. • Adds synchronous `mcp_toolkit`, enabling synchronous MCP tool invocation alongside the existing async interface. • Adds Mistral Document AI integration for advanced OCR processing of documents within the toolkit ecosystem. • Adds LaTeX-to-PDF conversion to `FileWriteToolkit`, enabling agents to render structured documents directly to PDF. • Adds Bohrium compute platform integration for running camel workloads on Bohrium infrastructure. • Supports Claude 4 models via the `ChatAgent` model interface. • Updates `evol_instruct` with new capabilities for instruction evolution and data synthesis workflows. • Updates Chunkr integration to use the Chunkr SDK, replacing the previous direct API approach. https://github.com/camel-ai/camel/releases/tag/v0.2.60 https://github.com/camel-ai/camel/releases/tag/v0.2.60 Tue, 20 May 2025 07:13:25 GMT camel-ai v0.2.60 adds streamable HTTP, Jina Reranker API support, extra Azure OpenAI headers, and new Gemini model types. • Adds streamable HTTP transport support for real-time, streaming agent communication. • Adds Jina Reranker API support, enabling remote reranking calls alongside the existing local reranker. • Adds support for passing extra headers to Azure OpenAI requests. • Adds updated Gemini model types including corrected support for Gemini 2.0 Flash. https://github.com/camel-ai/camel/releases/tag/v0.2.59 https://github.com/camel-ai/camel/releases/tag/v0.2.59 Wed, 14 May 2025 22:55:17 GMT camel-ai v0.2.59 adds an Airbnb MCP integration and the BrowseComp benchmark for CAMEL agents. • Integrates the BrowseComp benchmark, enabling evaluation of CAMEL agents on complex, multi-step web browsing tasks. • Adds an Airbnb MCP integration use case, demonstrating CAMEL agents operating as MCP clients against an Airbnb MCP server. https://github.com/camel-ai/camel/releases/tag/v0.2.58 https://github.com/camel-ai/camel/releases/tag/v0.2.58 Sun, 11 May 2025 20:25:14 GMT camel-ai v0.2.58 adds a MarkItDown loader, MCP search agent, async BrowserToolkit, and Gemini 2.5 Pro preview support. • Adds `gemini-2.5-pro-preview-05-06` as a supported model in the `GEMINI` model family. • Adds a `MarkItDown` document loader for ingesting files via Microsoft's MarkItDown library. • Adds an MCP search agent enabling agent workflows driven by Model Context Protocol tool servers. • Adds async support to `BrowserToolkit`, enabling non-blocking browser automation in async agent pipelines. • Improves MCP server launch with a better interface and support for all connection modes. https://github.com/camel-ai/camel/releases/tag/v0.2.56 https://github.com/camel-ai/camel/releases/tag/v0.2.56 Thu, 08 May 2025 10:20:41 GMT camel-ai v0.2.56 adds async Mistral support, Mistral Medium model, and a Playwright MCP toolkit. • Adds async implementation to the Mistral model integration, enabling non-blocking LLM calls. • Adds support for the `mistral-medium` model. • Adds a Playwright MCP toolkit for browser automation within agent workflows. https://github.com/camel-ai/camel/releases/tag/v0.2.55 https://github.com/camel-ai/camel/releases/tag/v0.2.55 Wed, 07 May 2025 19:18:25 GMT camel-ai v0.2.55 adds Agent-as-MCP-server, Pulse MCP search, Klavis AI toolkit, and timeout control for MCP sessions. • Adds `MCPServer` capability to expose a CAMEL agent as an MCP server, letting other MCP clients connect to and invoke the agent directly. • Adds support for passing a `Dict` as config to the MCP toolkit, complementing the existing file-based config approach. • Adds a `timeout` argument to MCP session initialization, enabling control over how long the client waits for MCP server responses. • Adds Pulse MCP search toolkits, enabling agents to search the Pulse MCP registry. • Adds `list_tools` and `call_tool` functions to the Klavis AI toolkit, allowing agents to enumerate and invoke Klavis AI tools. https://github.com/camel-ai/camel/releases/tag/v0.2.53 https://github.com/camel-ai/camel/releases/tag/v0.2.53 Mon, 05 May 2025 00:15:04 GMT camel-ai v0.2.53 adds Gemini embeddings, ACI tool interface, MCP for non-function-calling models, and richer ChatAgent control. • Adds `termination` parameter to ChatAgent.step() and ChatAgent.astep() to allow callers to inject custom termination conditions at call time. • Enables `ModelFactory` to accept and pass through additional keyword arguments when constructing model instances. • Adds Gemini embedding support via the existing embeddings interface. • Introduces ACI tool interface (`ACI_Tool_interface`) for interacting with ACI-based tools. • Enables MCP (Model Context Protocol) for models that do not natively support function calling, expanding MCP compatibility beyond function-calling-capable backends. https://github.com/camel-ai/camel/releases/tag/v0.2.52 https://github.com/camel-ai/camel/releases/tag/v0.2.52 Sat, 03 May 2025 20:01:45 GMT camel-ai v0.2.52 adds Klavis toolkit, Daytona runtime integration, and a `strict` parameter for MCP classes. • Adds `strict` parameter to the constructors of `MCPClient` and `MCPToolkit` classes for stricter MCP connection control. • Adds `KlavisToolkit` integration for connecting to the Klavis API. • Integrates Daytona runtime support for sandboxed code execution environments. https://github.com/camel-ai/camel/releases/tag/v0.2.51 https://github.com/camel-ai/camel/releases/tag/v0.2.51 Sat, 03 May 2025 05:39:42 GMT camel-ai v0.2.51 adds DeepSeek Prover V2 671B via PPIO, SingleStepEnv timeout, and Azure AD token provider support. • Adds `azure_ad_token_provider` support to Azure OpenAI integration, enabling token-based authentication flows. • Adds `timeout` parameter to `SingleStepEnv`, enabling time-bounded environment execution. • Adds DeepSeek Prover V2 671B model support via the PPIO provider. https://github.com/camel-ai/camel/releases/tag/v0.2.50 https://github.com/camel-ai/camel/releases/tag/v0.2.50 Thu, 01 May 2025 19:12:29 GMT camel-ai v0.2.50 adds Novita and WatsonX LLM providers, Qwen3 support, a Physics verifier, and browser toolkit caching. • Adds Novita as a new LLM provider integration. • Integrates IBM WatsonX as a new LLM provider. • Adds Qwen3 model support via both ModelScope and the `qwen_model` backend. • Adds a Physics verifier for validating physics-related agent outputs. • Adds caching capability to the Browser Toolkit, reducing redundant network calls. • Simplifies agent creation by accepting a plain string argument in place of a full model config object. https://github.com/camel-ai/camel/releases/tag/v0.2.49 https://github.com/camel-ai/camel/releases/tag/v0.2.49 Sat, 26 Apr 2025 05:53:53 GMT camel-ai v0.2.49 adds Netmind as a supported model platform. • Adds support for the Netmind platform as a model backend. https://github.com/camel-ai/camel/releases/tag/v0.2.47 https://github.com/camel-ai/camel/releases/tag/v0.2.47 Wed, 23 Apr 2025 16:24:14 GMT camel-ai v0.2.47 adds OceanBase DB integration, Jina reranker, Alibaba Tongxiao Search, ScrapeGraph SDK, and O4-mini/O3 model support. • Adds support for `O4-mini` and `O3` models. • Integrates OceanBase database as a new storage/retrieval backend. • Adds a Jina reranker toolkit for reranking retrieval results. • Adds Alibaba Tongxiao Search API support via `search_toolkit`. • Integrates `scrapegraph-sdk` for AI-powered web scraping. https://github.com/camel-ai/camel/releases/tag/v0.2.46 https://github.com/camel-ai/camel/releases/tag/v0.2.46 Sun, 20 Apr 2025 12:34:48 GMT camel-ai v0.2.46 adds PyAutoGUI toolkit, LM Studio integration, and refreshed AWS Bedrock and OpenAICompatibleModel support. • Adds `PyAutoGUI` toolkit, enabling agents to drive desktop GUI automation through the new `pyautogui` toolkit interface. • Adds LM Studio integration via `LMStudioModel`, letting practitioners run locally-hosted LM Studio models as a camel-ai backend. • Updates AWS Bedrock integration with refreshed model support through `aws_bedrock`. • Enhances `OpenAICompatibleModel` so all model implementations inherit from it, simplifying custom model integration. • Refactors the video toolkit with expanded capabilities for video processing workflows. https://github.com/camel-ai/camel/releases/tag/v0.2.45 https://github.com/camel-ai/camel/releases/tag/v0.2.45 Tue, 15 Apr 2025 00:09:51 GMT camel-ai v0.2.45 adds Ubuntu Docker runtime and OpenAI GPT-4.1 model support • Supports OpenAI `gpt-4.1` as a model backend option. • Adds Ubuntu Docker runtime for sandboxed code execution environments. • Adds `timeout` setting for all model backends to cap inference wait time. https://github.com/camel-ai/camel/releases/tag/v0.2.43 https://github.com/camel-ai/camel/releases/tag/v0.2.43 Wed, 09 Apr 2025 06:15:38 GMT camel-ai v0.2.43 adds Exa search, crawl4ai, Google Calendar toolkit, Together/Azure embeddings, PPIO LLM, and Llama 4 via OpenRouter. • Adds Exa search integration as a new toolkit for web search capabilities. • Integrates `crawl4ai` for AI-powered web crawling support. • Adds `GoogleCalendarToolkit` for interacting with Google Calendar from agents. • Adds Together embedding support as a new embedding backend. • Adds Azure embedding support as a new embedding backend. • Adds PPIO as a new LLM provider platform. • Adds Llama 4 model support via the OpenRouter integration. • Implements Tic Tac Toe as a `MultiStepEnv` environment for reinforcement-learning-style agent tasks. https://github.com/camel-ai/camel/releases/tag/v0.2.42 https://github.com/camel-ai/camel/releases/tag/v0.2.42 Sun, 06 Apr 2025 04:41:36 GMT camel-ai v0.2.42 adds dict-of-strings input to the step function and enhances the terminal toolkit. • Allows a dict of strings to be passed as input to the `step` function, enabling richer structured message passing to agents. • Enhances the terminal toolkit with new capabilities for agent-driven shell interactions. https://github.com/camel-ai/camel/releases/tag/v0.2.40 https://github.com/camel-ai/camel/releases/tag/v0.2.40 Thu, 03 Apr 2025 17:15:18 GMT camel-ai v0.2.40 adds ModelScope integration, YAML/JSON model config loading, MCP server support, and new data-generation verifiers • Supports loading model configs from YAML and JSON files via `SaranshPandya`'s implementation, enabling file-driven model configuration. • Adds `send_message_to_user` method to `human_toolkit` for direct user messaging from agent workflows. • Allows optional output dimension parameter in OpenAI-compatible embedding calls. • Integrates ModelScope models as a new model provider in camel. • Adds a self-instruct data generator for synthetic instruction dataset creation. • Adds math verification as a new verifier (math verify) for evaluating model outputs against mathematical reference answers. • Exposes camel toolkits as an MCP server, making them accessible over the Model Context Protocol. • Supports one-command-line connection to MCP servers. • Implements resetting from a generative dataset in reinforcement-learning environments. Breaking changes: • The `ground_truth` field in verifier is renamed to `reference_answer` — any code passing `ground_truth` to a verifier will break. https://github.com/camel-ai/camel/releases/tag/v0.2.38 https://github.com/camel-ai/camel/releases/tag/v0.2.38 Fri, 28 Mar 2025 11:54:06 GMT camel-ai v0.2.38 adds Evol-Instruct datagen, TiDB vector storage, SearXNG toolkit, OpenAI Responses API, and model request timeouts • Adds timeout support for the base model backend, enabling callers to bound inference request duration. • Adds `SearXNG` toolkit for privacy-respecting federated web search inside agent workflows. • Adds OpenAI Responses API support to the model backend. • Adds Evol-Instruct-style data augmentation methods to `camel/datagen` for synthetic instruction generation. • Adds browser toolkit support with pre-defined dynamic channel routing. https://github.com/camel-ai/camel/releases/tag/v0.2.37 https://github.com/camel-ai/camel/releases/tag/v0.2.37 Tue, 25 Mar 2025 18:31:01 GMT camel-ai v0.2.37 adds a Think Toolkit, a GitHub repo query agent, and Gemini 2.5 Pro support. • Adds `ThinkToolkit` for structured reasoning steps within agent workflows. • Adds a new agent for processing queries grounded in GitHub repositories. • Adds support for Gemini 2.5 Pro as a model backend. https://github.com/camel-ai/camel/releases/tag/v0.2.36 https://github.com/camel-ai/camel/releases/tag/v0.2.36 Fri, 21 Mar 2025 10:20:54 GMT camel-ai v0.2.36 adds Mem0 memory integration, OpenRouter support, browser downloads, and MCP toolkit header acceptance. • Adds `accepting header` support in MCP toolkits, enabling custom HTTP headers when connecting to MCP tool servers. • Integrates Mem0 as a memory backend, giving agents persistent, external memory via the Mem0 service. • Adds OpenRouter as a supported model provider, expanding the set of LLM backends available to agents. • Adds browser download capability to the browser toolkit, allowing agents to trigger and handle file downloads. https://github.com/camel-ai/camel/releases/tag/v0.2.35 https://github.com/camel-ai/camel/releases/tag/v0.2.35 Thu, 20 Mar 2025 07:07:03 GMT camel-ai v0.2.35 adds persistent agent memory by ID and a pluggable chunker module for custom chunking strategies. • Adds a chunker module enabling custom chunking strategies for document processing pipelines. • Links memory to agents by ID, enabling persistent and retrievable memory scoped to individual agent instances. https://github.com/camel-ai/camel/releases/tag/v0.2.34 https://github.com/camel-ai/camel/releases/tag/v0.2.34 Tue, 18 Mar 2025 20:53:46 GMT camel-ai v0.2.34 adds JSONL-based StaticDataset initialization and enhances FewShotGenerator • Adds JSONL initialization support to `StaticDataset`, enabling datasets to be loaded directly from JSONL files. • Enhances `FewShotGenerator` with new capabilities for few-shot example generation. https://github.com/camel-ai/camel/releases/tag/v0.2.31 https://github.com/camel-ai/camel/releases/tag/v0.2.31 Sat, 15 Mar 2025 20:28:28 GMT camel-ai v0.2.31 adds Bing Search integration • Adds Bing Search as a new search backend https://github.com/camel-ai/camel/releases/tag/v0.2.30 https://github.com/camel-ai/camel/releases/tag/v0.2.30 Sat, 15 Mar 2025 00:53:38 GMT camel-ai v0.2.30 adds Baidu search integration, enhanced BrowserToolkit, file logging output, and refactored environment types. • Adds Baidu search as a new search integration via `feat: add baidu search`. • Enhances `BrowserToolkit` with new capabilities for browser-based agent workflows. • Adds file output support for logging, enabling log persistence to disk. • Refactors `BaseEnvironment` into distinct `SingleStep` and `MultiStep` environment classes for cleaner agent environment modeling. Breaking changes: • `BaseEnvironment` has been refactored into `SingleStep` and `MultiStep` environment classes — code importing or subclassing `BaseEnvironment` directly will break on upgrade. https://github.com/camel-ai/camel/releases/tag/v0.2.29 https://github.com/camel-ai/camel/releases/tag/v0.2.29 Thu, 13 Mar 2025 18:10:36 GMT camel-ai v0.2.29 splits datasets into StaticDataset and GenerativeDataset and adds agent tool call try/except handling. • Introduces `StaticDataset` and `GenerativeDataset` as distinct classes, replacing the previous unified dataset abstraction. • Adds try/except error handling for agent tool calls, plus updated image logging support. https://github.com/camel-ai/camel/releases/tag/v0.2.28 https://github.com/camel-ai/camel/releases/tag/v0.2.28 Thu, 13 Mar 2025 10:26:46 GMT camel-ai v0.2.28 adds MCPToolkitManager for orchestrating multiple MCPToolkits in a single agent. • Adds `MCPToolkitManager` class to manage multiple `MCPToolkit` instances together, simplifying multi-toolkit agent setups. https://github.com/camel-ai/camel/releases/tag/v0.2.27 https://github.com/camel-ai/camel/releases/tag/v0.2.27 Wed, 12 Mar 2025 17:51:41 GMT camel-ai v0.2.27 adds Volcano Engine model integration and Bocha search to the search toolkit. • Adds Bocha search as a new provider in the search toolkit. • Adds Volcano Engine integration support for model backends. https://github.com/camel-ai/camel/releases/tag/v0.2.26 https://github.com/camel-ai/camel/releases/tag/v0.2.26 Tue, 11 Mar 2025 19:45:05 GMT camel-ai v0.2.26 adds Claude tool calling, PubMed toolkit, and dynamic graph support via Neo4j • Adds Claude tool calling support, enabling Anthropic Claude models to invoke tools through the camel-ai agent framework. • Adds `PubMedToolkit` to the toolkit collection, allowing agents to query PubMed biomedical literature. • Supports dynamic graph construction via Neo4j, enabling agents to build and query knowledge graphs at runtime. • Refactors `SeedDataset` to improve compatibility and simplify usage when constructing training datasets. https://github.com/camel-ai/camel/releases/tag/v0.2.25 https://github.com/camel-ai/camel/releases/tag/v0.2.25 Tue, 11 Mar 2025 10:40:42 GMT camel-ai v0.2.25 adds function call support in SGLang. • Adds function call support in SGLang. https://github.com/camel-ai/camel/releases/tag/v0.2.24 https://github.com/camel-ai/camel/releases/tag/v0.2.24 Mon, 10 Mar 2025 21:16:04 GMT camel-ai v0.2.24 adds Terminal, File Write, and MCP Client toolkits plus Claude 3.7 and async RolePlaying support. • Adds `TerminalToolkit` for agent-driven shell command execution. • Adds `FileWriteToolkit` for agent-driven file write operations. • Integrates MCP (Model Context Protocol) client as a callable `Toolkit`, enabling agents to connect to MCP servers. • Adds Claude 3.7 model support via updated Anthropic model config. • Enables `RolePlaying` to run asynchronously with `async` support. https://github.com/camel-ai/camel/releases/tag/v0.2.23 https://github.com/camel-ai/camel/releases/tag/v0.2.23 Sun, 09 Mar 2025 16:44:54 GMT camel-ai v0.2.23 adds new toolkits (Excel, audio, web, image analysis, Zapier), hybrid retrieval, verifiers, and data-gen pipeline improvements. • Adds `stop_on_first_failure` option to `InstructionFilter` in the `datagen` module to halt pipelines on the first failed instruction. • Adds `ensure_ascii` option to `SelfImprovingCoTPipeline` JSON output for non-ASCII character handling in generated datasets. • Adds timestamp to `VectorDBMemory` to prevent data retrieval order confusion. • Adds `ExcelToolkit` for agent interaction with Excel files. • Adds `WebToolkit` (ported from owl project) for web interaction capabilities. • Adds audio toolkit (ported from owl project) for audio processing in agents. • Adds image analysis toolkit for visual analysis tasks. • Integrates Zapier AI as a new toolkit, enabling agents to trigger Zapier workflows. • Adds `reasoning_parameter` integration for model calls, exposing reasoning configuration to agents. • Introduces `BaseVerifier` and `PythonVerifier` for verifying agent-generated code and outputs. • Implements KnowNo for agent uncertainty quantification and conformal prediction. • Adds hybrid retrieval support, combining multiple retrieval strategies in the RAG pipeline. • Integrates NetworkX for graph-based reasoning and data representation. • Adds custom prompt support in the graph agent. • Adds new timeout functionality across all toolkits, enabling per-toolkit execution time limits. • Adds support for the `gpt-4.5` model. • Adds Ollama multimodal model support. • Adds rejection sampling data generation pipeline with `SelfImprovingCoT` pipeline. • Adds logging for error handling and instruction generation progress in `datagen` pipelines. • Switches dependency management to `uv`. https://github.com/camel-ai/camel/releases/tag/v0.2.22 https://github.com/camel-ai/camel/releases/tag/v0.2.22 Sat, 15 Feb 2025 14:53:58 GMT camel-ai v0.2.22 adds MinerU document extraction and non-ASCII JSON readability in SelfInstructPipeline • Adds `MinerU Extractor` for document extraction support. • Enhances `SelfInstructPipeline` JSON dump to preserve non-ASCII characters in readable form (instead of escaped Unicode sequences). • Adds URL handling support to `OpenAIEmbedding` to align behavior with `OpenAIModel`. https://github.com/camel-ai/camel/releases/tag/v0.2.20 https://github.com/camel-ai/camel/releases/tag/v0.2.20 Sun, 09 Feb 2025 23:18:25 GMT camel v0.2.20 adds Moonshot, SiliconFlow, and AIML model integrations plus SemanticScholar and SymPy toolkits • Adds `SemanticScholarToolkits` to integrate Semantic Scholar academic search into agents. • Integrates Moonshot models into camel's model platform support. • Integrates SiliconFlow model platform. • Integrates AIML model platform. • Adds SymPy integration for symbolic mathematics computation within agents. • Implements STaR (Self-Taught Reasoner) self-improving reasoning pipeline. • Adds internal deduplication support for data pipelines. • Supports Gemini 2.0 Flash Thinking and Gemini 2.0 Pro models. https://github.com/camel-ai/camel/releases/tag/v0.2.19 https://github.com/camel-ai/camel/releases/tag/v0.2.19 Fri, 31 Jan 2025 21:29:01 GMT camel-ai v0.2.19 adds Jina embeddings, OpenAI o3-mini support, and tool calling for SGLang and Groq • Adds support for OpenAI `o3-mini` model. • Adds Jina embedding integration. • Enables tool calling for SGLang and Groq backends. • Enhances `source2synth` data synthesis pipeline. https://github.com/camel-ai/camel/releases/tag/v0.2.18 https://github.com/camel-ai/camel/releases/tag/v0.2.18 Wed, 22 Jan 2025 23:20:12 GMT camel-ai v0.2.18 adds DeepSeek R1 reasoning content support, a new DeepSeek Reasoner model, and native tool calls for SambaCloud and TogetherAI. • Supports extracting reasoning content from DeepSeek R1 model responses via the model backend. • Adds `deepseek_reasoner` model to the supported model list. • Enables native tool call support for SambaCloud and TogetherAI providers. https://github.com/camel-ai/camel/releases/tag/v0.2.17 https://github.com/camel-ai/camel/releases/tag/v0.2.17 Sun, 19 Jan 2025 12:43:58 GMT camel-ai v0.2.17 adds Discord OAuth, InternLM models, Skywork reward model, Source2Synth, and a structured document loader. • Adds Discord OAuth Flow integration, enabling agent workflows to authenticate with Discord. • Integrates InternLM models as a supported model backend. • Adds Skywork reward model support for scoring and evaluating agent outputs. • Adds Source2Synth for synthetic data generation from source material. • Adds a structured document loader via `feat: structured loader` for ingesting structured data into agent pipelines. • Adds free proxies option to the Google Scholar Toolkit to work around access restrictions. • Updates function call result message format for tool-calling responses. https://github.com/camel-ai/camel/releases/tag/v0.2.16 https://github.com/camel-ai/camel/releases/tag/v0.2.16 Fri, 03 Jan 2025 18:11:43 GMT camel-ai v0.2.16 adds the Dappier toolkit for real-time AI-powered data access. • Adds `DappierToolkit` integration, enabling agents to query Dappier's real-time data and AI recommendations API. https://github.com/camel-ai/camel/releases/tag/v0.2.15 https://github.com/camel-ai/camel/releases/tag/v0.2.15 Thu, 02 Jan 2025 08:09:49 GMT camel-ai v0.2.15 adds graph sampling via Neo4j, OpenBB and Linkup integrations, new benchmarks, native structured output, and a self-instruct pipeline. • Adds native structured output property to `ChatAgent`, enabling schema-enforced responses without post-processing. • Adds graph sampling support with Neo4j integration for graph-based retrieval workflows. • Adds time-label support to the NebulaGraph integration. • Integrates Linkup as a new data-source provider. • Integrates OpenBB into the library for financial data access within agentic workflows. • Adds benchmarks `API-Bank`, `APIBench`, and `Nexus` to the benchmarks API. • Adds a preliminary self-instruct pipeline for automated instruction-data generation. • Refactors `ChatAgent` internals (PR #1142). • Adds the `o1datagen` (CoTDataGenerator) core pipeline for chain-of-thought data generation. https://github.com/camel-ai/camel/releases/tag/v0.2.14 https://github.com/camel-ai/camel/releases/tag/v0.2.14 Wed, 18 Dec 2024 19:18:01 GMT camel-ai v0.2.14 adds an Outlines converter model for structured output and support for the OpenAI O1 model. • Adds `OutlinesConverter` model for structured output generation via the Outlines integration. • Supports the OpenAI O1 model. https://github.com/camel-ai/camel/releases/tag/v0.2.12 https://github.com/camel-ai/camel/releases/tag/v0.2.12 Fri, 13 Dec 2024 16:11:39 GMT camel-ai v0.2.12 adds Brave Search, SGLang, e2b, Stripe, reward models, structured outputs, and HuggingFace dataset upload. • Adds structured output support for `ChatAgent` using the OpenAI beta client, enabling typed response schemas from chat interactions. • Adds structured output support for Ollama models, enabling schema-constrained responses from locally hosted Ollama instances. • Integrates the Brave Web Search API into the search toolkit, giving agents a new web-search backend. • Integrates SGLang as a new inference backend in CAMEL. • Integrates e2b as a new code execution/sandbox backend. • Integrates Stripe as a new toolkit, enabling agents to interact with payment workflows. • Adds a reward model component for scoring and evaluating agent outputs. • Adds a data collector for dataset generation pipelines. • Adds a pipeline to fetch and upload data to HuggingFace datasets. • Adds the `llama3.3_70B` model to the supported model registry. • Adds the GAIA benchmark for evaluating agent capabilities. https://github.com/camel-ai/camel/releases/tag/v0.2.11 https://github.com/camel-ai/camel/releases/tag/v0.2.11 Wed, 04 Dec 2024 15:27:29 GMT camel-ai v0.2.11 adds ModelManager scheduling, NVIDIA platform support, Meshy 3D integration, and structured output improvements. • Adds `ModelManager` class to schedule and load-balance calls across multiple model backends. • Adds NVIDIA model platform support, expanding available backends alongside existing OpenAI/Azure/Mistral integrations. • Adds `logprobs` handling in choice response objects, enabling access to token-level log probabilities from model completions. • Adds `AlpacaItem` pydantic class for easy conversion, validation, and structured Alpaca-format output generation. • Supports OpenAI structured output as a typed object, enabling schema-validated responses from OpenAI models. • Expands `CodeExecutionToolkit` with additional interpreter backends beyond the existing default. • Integrates Meshy text-to-3D model generation as a new toolkit, allowing agents to produce 3D models from text prompts. • Adds structured logging support throughout the library. • Allows manual addition of filename metadata to documents, with normalized extra metadata fields. • Removes `api_keys_required` constraint for Firecrawl integration to support self-hosted deployments. https://github.com/camel-ai/camel/releases/tag/v0.2.10 https://github.com/camel-ai/camel/releases/tag/v0.2.10 Thu, 28 Nov 2024 19:10:00 GMT CAMEL v0.2.10 adds Persona Hub, Runtime tool execution, video reading, DeepSeek/Cohere/Gemini model support, and OpenAI structured output. • Adds support for OpenAI structured output via `camel`, enabling agents to receive typed, schema-conforming responses. • Adds `Runtime` abstraction for tool calling, providing a dedicated execution layer for agent tool invocations. • Adds `HumanToolkit` for human-in-the-loop interaction with agents. • Supports setting default model and platform from environment variables, removing the need to hardcode model configuration. • Integrates Persona Hub techniques for enhanced agent diversity when generating synthetic agent personas. • Adds `ShareGPT` conversation format conversion for exporting agent dialogues. • Supports `Text to BaseModel` parsing, converting raw text output into structured Pydantic `BaseModel` instances. • Adds OpenAI-compatible embedding support. • Integrates video reading capability for agents to process video content. • Integrates Cohere models as a supported model platform. • Adds support for DeepSeek models. • Adds support for `Gemini-Exp-1114` model and updates Gemini implementation with OpenAI compatibility. • Adds `qwq` model and additional Qwen models to supported model list. • Wolfram Alpha toolkit now records `SBSHintStep` info in step-by-step results. • Synthesizes execution of tool calling to provide unified tool-call handling across agent workflows. https://github.com/camel-ai/camel/releases/tag/v0.2.7 https://github.com/camel-ai/camel/releases/tag/v0.2.7 Sun, 10 Nov 2024 01:17:12 GMT camel-ai v0.2.7 adds Notion, Apify, Tavily, GitHub, and Data Commons toolkits plus 01 and Qwen model platform support. • Adds `extra_payload` parameter to VectorRetriever.process() for passing additional data through the retrieval pipeline. • Adds `author` assignment support to the Google Scholar toolkit. • New Notion toolkit integration for reading and writing Notion content from agents. • New Apify toolkit integration for running Apify actors from agent workflows. • New Tavily search toolkit integration for web search inside agents. • New GitHub toolkit with GitHub functions for interacting with repositories from agents. • New Data Commons toolkit for querying the Google Data Commons knowledge graph. • Adds support for the 01 model platform. • Adds support for the Qwen model platform. • Adds OpenAI tool schema generation capability. • Qdrant vector store enhancements. • WolframAlpha toolkit now returns more detailed output. https://github.com/camel-ai/camel/releases/tag/v0.2.3 https://github.com/camel-ai/camel/releases/tag/v0.2.3 Tue, 22 Oct 2024 18:53:21 GMT camel-ai v0.2.3 adds WhatsApp, Discord, Slack, Arxiv, Google Scholar, AskNews, and Chunkr integrations plus FunctionTool refactor • Renames `OpenAIFunction` to `FunctionTool`, providing a unified interface for defining callable tools across agents. • Makes `system_message` optional in `ChatAgent`, reducing boilerplate for minimal agent setups. • Adds `ChatAgent` interface enhancements and a configurable default model setting. • New `ArxivToolkit` for querying and retrieving academic papers from arXiv. • New `GoogleScholarToolkit` for searching Google Scholar from within agents. • New `AskNewsToolkit` for fetching live news context inside agent workflows. • Integrates WhatsApp messaging as a new toolkit for agent-driven communication. • Integrates Discord as a new app toolkit, enabling agents to interact with Discord channels. • Integrates Slack as a new app toolkit, enabling agents to interact with Slack workspaces. • Integrates Chunkr for document chunking and processing workflows. • Adds Mistral `ministral-3b` and `ministral-8b` model support. • Adds AgentOps observability support for SambaNova-hosted models. Breaking changes: • The `model` parameter in `ModelFactory` is renamed to `model_type`; any code passing `model=` as a keyword argument will break. https://github.com/camel-ai/camel/releases/tag/v0.2.2 https://github.com/camel-ai/camel/releases/tag/v0.2.2 Thu, 10 Oct 2024 17:04:50 GMT camel-ai v0.2.2 adds Llama tool calling, Nebula Graph integration, Mistral Pixtral support, and bytes handling for vector retrieval. • Adds tool calling support for Llama models. • Adds Nebula Graph integration for graph-based storage and retrieval. • Supports the Mistral Pixtral multimodal model. • Adds support for handling bytes input in vector retrieval. https://github.com/camel-ai/camel/releases/tag/v0.1.7.0 https://github.com/camel-ai/camel/releases/tag/v0.1.7.0 Mon, 09 Sep 2024 16:50:09 GMT camel-ai v0.1.7.0 adds object storage, five new model/platform integrations, LinkedIn and Reddit toolkits, and richer RAG controls. • Adds `top_k` and `similarity_threshold` parameters to `RetrievalToolkit` for fine-grained retrieval tuning. • Adds `max_characters` setting to RAG to cap chunk size during ingestion. • Adds subprocess-based local serving support for Ollama and vllm via the new subprocess integration. • Adds `firecrawl` map endpoint support for broader web-crawl coverage. • Adds `OpenAICompatibilityModel` to support any OpenAI-compatible model endpoint as a drop-in backend. • Integrates Together AI as a supported model platform. • Integrates SambaNova model and SambaVerse API as supported model platforms. • Integrates Reka model as a supported model platform. • Integrates Mistral tool-calling support alongside a Mistral version update. • Adds LinkedIn toolkit for agent-driven LinkedIn interactions. • Adds Reddit toolkit for agent-driven Reddit interactions. • Rebuilds `RecordMemory` module with updated architecture. • Adds object storage support for storing and retrieving agent artifacts. • Enables `AutoRetriever` to accept raw strings and `Element` objects as input (previously required pre-processed documents). • Updates `auto_retriever` output format for improved downstream parsing. https://github.com/camel-ai/camel/releases/tag/v0.1.6.1 https://github.com/camel-ai/camel/releases/tag/v0.1.6.1 Wed, 07 Aug 2024 16:40:14 GMT camel-ai v0.1.6.1 adds Workforce orchestration, Task primitives, Firecrawl integration, multi-modal DALL-E support, and structured function-call responses. • Adds `Task` class to camel, providing a first-class primitive for defining and managing agent tasks. • Adds `Workforce` class for orchestrating multiple agents working together on a shared workload. • Integrates Firecrawl as a new tool, enabling agents to crawl and extract web content. • Adds AgentOps observability settings, allowing configuration of AgentOps tracking for agent runs. • Supports structured responses via function calls, enabling agents to return typed, schema-constrained output. • Supports multi-modal input and multi-modal output (including DALL-E image generation) within a single agent. https://github.com/camel-ai/camel/releases/tag/v0.1.6.0 https://github.com/camel-ai/camel/releases/tag/v0.1.6.0 Tue, 30 Jul 2024 17:40:08 GMT camel-ai v0.1.6.0 adds Gemini 1.5, vLLM, Azure OpenAI, Mistral, Groq-hosted Llama 3/Gemma, GPT-4o Mini, and an IPython kernel code interpreter. • Adds `GPT_4O_MINI` model constant for targeting OpenAI's GPT-4o Mini in agents and role-playing sessions. • Supports custom token counters via `ModelFactory`, letting callers override the default counter at construction time. • Adds Azure OpenAI API as a model backend, enabling agents to route requests through Azure-hosted OpenAI endpoints. • Supports vLLM as a model backend for self-hosted, high-throughput inference. • Integrates Gemini 1.5 as a supported model backend. • Integrates Mistral AI as a supported model backend. • Integrates Groq-hosted Llama 3 (8B and 70B), Mistral.AI, and Gemma (7B and 9B) as model backends via the Groq service. • Adds an IPython kernel code interpreter, enabling agents to execute code interactively in an IPython session. • Moves tool functions into a dedicated toolkits directory, providing a cleaner import path for agent toolkits. https://github.com/camel-ai/camel/releases/tag/v0.1.5.5 https://github.com/camel-ai/camel/releases/tag/v0.1.5.5 Sat, 06 Jul 2024 08:42:09 GMT camel-ai v0.1.5.5 adds Claude 3.5, Redis cache, Docker code execution, Jina Reader, and async utilities • Adds Redis cache storage backend for agent memory and caching workflows. • Supports `internal_python` code interpreter as a callable tool, enabling agents to execute code directly. • Adds Docker-based code execution sandbox for isolated, safe code running. • Integrates Jina Reader into the loaders API for web content ingestion. • Adds a config file mechanism for models using the OpenAI-compatible interface. • Adds utility functions to convert synchronous functions to async functions. • Adds Claude 3.5 model support. • Adds new open-source models to the supported model list. • Adds a Discord bot with RAG (retrieval-augmented generation) capability. • Updates sentence transformer and OpenAI text embedding integrations. https://github.com/camel-ai/camel/releases/tag/v0.1.5.3 https://github.com/camel-ai/camel/releases/tag/v0.1.5.3 Fri, 21 Jun 2024 05:32:34 GMT camel-ai v0.1.5.3 adds async ChatAgent, VLM embeddings, DuckDuckGo search, Discord/Telegram bots, LiteLLM, Nemotron, ZhipuAI, and GitHub PR retrieval. • Integrates VLM (Vision-Language Model) embedding model support. • Adds DuckDuckGo search and enhanced text extraction from websites. • Adds API key support for OpenAPI functions. • Adds more OpenAPI functions and refactors `open_api_function`. • Adds Discord bot integration. • Adds Telegram bot integration. • Adds support for the LiteLLM library as a model backend. • Integrates Nemotron API as a supported model provider. • Adds ZhipuAI model support. • Adds `retrieve recent pull requests` capability to `GithubToolkit`. • Adds video description function into agent capabilities. • Makes Slack SDK dependency optional.