Baby AGI

BabyAGI is an innovative task management system that uses the latest advances in artificial intelligence (AI) technology to create, prioritize, and execute tasks seamlessly. As an AI-powered system, BabyAGI can help with task prioritization, creation of new tasks, and executing tasks based on contextual information. The system is built on the foundations of OpenAI and Chroma, two of the most widely-used platforms in the field of AI.

The concept behind BabyAGI is simple yet powerful. The system creates tasks based on the result of previous tasks and a predefined objective. The script then uses OpenAI's natural language processing (NLP) capabilities to create new tasks based on the objective, and Chroma to store and retrieve task results for context.

The script works by running an infinite loop that pulls the first task from the task list and sends it to the execution agent. The execution agent, which uses OpenAI's API to complete the task based on the context, then enriches the result and stores it in Chroma. It also creates new tasks and reprioritizes the task list based on the objective and the result of the previous task.

The prioritization_agent() function is where OpenAI's API is used to reprioritize the task list. The script uses Chroma to store and retrieve task results for context. The script creates a Chroma collection based on the table name specified in the TABLE_NAME variable. Chroma is then used to store the results of the task in the collection, along with the task name and any additional metadata.

To use the BabyAGI system, all you need to do is clone the repository via git clone https://github.com/yoheinakajima/babyagi.git and install the required packages: pip install -r requirements.txt. Copy the .env.example file to .env and set the required variables such as OpenAI API key and the name of the table where the task results will be stored. Once set up, run the script using python babyagi.py.

However, it is important to note that this script is designed to be run continuously as part of a task management system. Running it continuously can result in high API usage, so use it responsibly. Additionally, the script requires the OpenAI and Pinecone APIs to be set up correctly, so make sure you have set up the APIs before running the script.

BabyAGI is still in its infancy, and the development team is open to contributions from the community. To maintain the simplicity of the system, contributors are requested to submit small, modular modifications rather than extensive refactoring. When introducing new features, provide a detailed description of the specific use case you are addressing.

Overall, BabyAGI is a powerful AI-powered task management system that can help simplify and streamline your tasks. Give it a try today and experience the potential of AI in task management!