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 comparing responses from multiple LLMs, testing hypotheses, and visualizing prompt quality. The web version offers a subset of features; a full version, installable locally, allows for API key loading, Python code integration for response evaluation, and querying of locally-hosted Alpaca/Llama models. ChainForge helps assess prompt injection attacks, output consistency, and the impact of system messages, among other evaluations.
• test robustness to prompt injection attacks
• visual programming environment for prompt engineering
• query locally-run alpaca/llama models hosted via dalai
• write python code to evaluate llm responses
• load api keys from environment variables
• testing hypotheses about llms
• comparing llm responses
• evaluate the robustness of prompts and text generation models
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