The OpenGPTs project is highly customizable, allowing users to choose different LLMs and add custom tools. It also provides the option to use the underlying APIs directly and build a custom UI. The project includes a frontend and backend, with the backend containing the LangServe code for exposing APIs and the core logic. The project can be deployed to Google Cloud Run, and the frontend can be built using yarn. The project also includes a guide on how to add custom tools within LangChain.
Key takeaways:
- OpenGPTs is an open-source project that aims to replicate the experience of OpenAI's GPTs, offering more control over the language learning models, prompts, and tools used.
- The platform offers features such as a sandbox for testing and modifying chatbots, custom actions, knowledge files, tools for web browsing and image creation, analytics, drafts, publishing, sharing, and a marketplace for chatbots.
- OpenGPTs is highly customizable, allowing users to choose different language learning models and add custom tools. It also allows users to use the underlying APIs directly and build a custom UI.
- The project can be deployed to Google Cloud Run, and the frontend and backend can be started separately. It also integrates with LangChain, LangServe, and LangSmith for additional functionality.