Show HN: A shell CLI tool powered by LLM and RAG (include data security tips)
https://github.com/huangyz0918/termax
Termax leverages the power of LLMs and RAG to dynamically generate shell commands, simplifying complex tasks and enhancing productivity. 1. converts your natural language to commands 2. guess next command 3. ease of use plugin (Ctrl-K)Thanks for the feedback from the Hacker News Community. We are aware of developers' concerns regarding data safety in the application of LLM and RAG during development. We have enhanced data safety in our project and will keep doing so in the future. Please read the tip and note written in the repo readme before using any of our features to protect your data.
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Information security is an important issue for applying RAG! No one wants their personal information to go to OpenAI's server, but all users want to have a personalized assistant. -- That's the reason we need guardrails. A good framework you can take a look at: https://github.com/guardrails-ai/guardrails
But, it may not be able to integrate with small LLM agents easily.