Embedchain is an open source tool designed to support memory for AI agents. It is hosted on GitHub, allowing developers globally to contribute to its development, explore its code, and utilize the tool in their AI applications. The main aim of Embedchain is providing artificial intelligence agents with a memory system that enhances their functionality. Users can interact with the tool through various options provided in the repository, such as raising issues, creating pull requests, and participating in discussions.The Embedchain repository contains multiple directories including but not limited to configs, docs, examples, notebooks, and tests that provide further insight into the tool. Users are presented with the feature to 'Fork' or 'Star' the project, depending on their engagement level. They can explore various branches and tags, view commit history, and contribute to Embedchain's growth. The tool is under an Apache-2.0 license, indicating its open source nature that encourages contribution and adaptation. Remember, while using this tool, sign in is necessary for changing notification settings. More information about Embedchain, its role, setup, and possible use-cases can be obtained from the documentation link provided within the repository.