ChainForge

An open-source visual environment for battle-testing prompts to LLMs. ChainForge is a data flow prompt engineering environment for analyzing and evaluating LLM responses. It enables rapid-fire, quick-and-dirty comparison of prompts, models, and response quality that goes beyond ad-hoc chatting with individual LLMs. With ChainForge, you can: - Query multiple LLMs at once to test prompt ideas and variations quickly and effectively. - Compare response quality across prompt permutations, across models, and across model settings to choose the best prompt and model for your use case. - Setup evaluation metrics (scoring function) and immediately visualize results across prompts, prompt parameters, models, and model settings. - Use AI to streamline this entire process: Create synthetic tables and input examples with built-in genAI features, or supercharge writing evals by prompting a model to give you starter code. ChainForge is the open-source project ianarawjo/ChainForge (https://github.com/ianarawjo/ChainForge) by ianarawjo, released under MIT. Ion packages it unmodified from commit 2859b6c71d9c, adding only a manifest, an icon and a storage compatibility script.

Written by ianarawjo, published to Oikou by Ben Grande.

• ★ 3,030 stars on GitHub
• Licence: MIT
• Upstream version v0.3.7
• Built from commit 2859b6c71d9c

View the repository on GitHub

Not rated. Nobody has said who this app is suitable for, so Personal Clouds and the Oikou app treat it as 18+.

Internet

It asks to reach these hosts, and no others:

• openrouter.ai
• chainforge.ai
• api.openai.com
• any address under openai.azure.com
• api.anthropic.com
• generativelanguage.googleapis.com
• api.deepseek.com
• api.together.xyz
• api.minimax.io
• router.huggingface.co
• huggingface.co
• any address under huggingface.co
• any address under endpoints.huggingface.cloud
• any address under hf.co
• cdn.jsdelivr.net
• any address under amazonaws.com

Personal Cloud tools

• Keep a database of its own on your Personal Cloud ion.db

Notifications

It does not send push notifications.

Storage

Up to 16 MB on your Personal Cloud.

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