TaskChain is a robust and efficient solution built upon the LangChain framework. It leverages LangChain's strengths, addressing the complexities associated with tasks and tool management in agent-based models. TaskChain focuses on breaking down larger goals into manageable pipelines, with each pipeline comprising a series of tasks executed by responsible agents.

• Hierarchical Task Structure: TaskChain features a well-structured hierarchy of tasks, which include Projects, Pipelines, Tasks, Issues, and Subtasks. This allows the system to deal with both complex projects involving multiple milestones and simpler standalone projects.
• Decomposer: This component breaks down tasks into manageable subtasks, resulting in a tree structure of task objects. It allows for both sequential and iterative breakdowns, providing flexibility in project management.
• Task Management System: TaskChain includes ProjectManager, PipelineManager, and TaskManager, which serve to execute tasks efficiently. Built upon the BaseTaskManager, these components provide a robust communication system and a default execution logic.
• Kanban Board Integration: TaskChain integrates with the Kanban Boards (at this point only Trello is supported), a web-based project management tool. This allows users to visualize the progress of their projects and manage tasks in a more intuitive way.

Before you start, ensure you have the latest version of LangChain installed. If not, you can install it with pip:

pip install --upgrade langchain

Once you've installed LangChain, you can install TaskChain directly from GitHub. Here's how:

Install the project (ensure you have a Python environment set up):

pip install taskchain

Clone the repository:

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git clone https://github.com/yourusername/TaskChain.git

Navigate into the cloned repository:

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cd TaskChain

Install the project (ensure you have a Python environment set up):

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pip install .

Now, you're all set to use TaskChain! Refer to the Usage section to get started.

To help you get started, we've provided some examples in the form of Jupyter notebooks:

1. Decomposer - Break Down a Task into Pipelines: This notebook illustrates how you can use TaskChain's Decomposer to break down complex tasks into manageable pipelines.
2. Run a Pipeline Manager: This notebook guides you through the process of setting up and running a Pipeline Manager, one of the key features of TaskChain.

We welcome contributions! Please see our contributing guide for more details.

TaskChain is open source software licensed under the MIT license.