ChainForge
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About
ChainForge is an open-source visual programming environment for prompt engineering that allows users to evaluate the robustness of prompts and text generation models. It enables users to prompt multiple LLMs, compare their responses, and test hypotheses. ChainForge offers features such as testing for prompt injection attacks, ensuring consistent output formats, and exporting results to Excel. It's available as a web application (with some limitations) and as a locally installable application with expanded capabilities. The tool is actively developed and welcomes contributions.
Platform
Features
• verify quality of responses for the same model at different settings
• send parametrized prompts, cache them and export to excel
• test consistency of output when instructing the llm to respond only in a certain format
• test robustness to prompt injection attacks
• test hypotheses about llms
• compare responses from multiple llms
• evaluate robustness of prompts and text generation models
• visual programming environment for prompt engineering
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