ChainForge can be installed locally or accessed online. The online version includes a share feature that allows users to send their LLM experiments to others as links. The platform is compatible with Google Chrome and Mozilla Firefox, and requires an API key for the LLM(s) users wish to use. ChainForge was created by Ian Arawjo, a postdoctoral scholar at Harvard, along with collaborators from the Harvard HCI group.
Key takeaways:
- ChainForge is an open-source visual programming environment for prompt engineering and LLM evaluation that allows users to test and compare the robustness of prompts and text generation models.
- It offers features such as querying multiple LLMs at once, comparing response quality across prompt permutations and models, setting up evaluation metrics, and holding multiple conversations at once across template parameters and chat models.
- ChainForge can be installed locally or used online, with the online version offering a Share feature that allows users to send their LLM experiments to others as links.
- The platform is created by Ian Arawjo, a postdoctoral scholar at Harvard, along with collaborators from the Harvard HCI group. Users are asked to cite the project if they use it for research purposes or build upon the source code.