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Context Switching for General Purpose LLM Interaction

This post proposes a lightweight context-switching layer applied over structured prompt frameworks such as LangGPT, allowing behavioural constraints to activate only when conversational context requires them. This reduces unnecessary response overhead in general-purpose LLM interaction.

Searx – Self-Hosted Private Metasearch

Searx is an open-source metasearch engine that you can host yourself.

Install Searx on your workstation and you can begin using your own local private metasearch engine. Alternately Searx can be added to a server in your local network for others to use in the office or home, With some networking changes it can be served over the internet and accessible everywhere, though this can have security and bandwidth implications, so should not be done without reasoned consideration.