In addition to chat interfaces, there are other interaction options with LLMs that developers can integrate into their applications and offer added value.

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The Model Context Protocol aims to standardize the connection of external sources to LLMs. A TypeScript example demonstrates its use.

Compared to its predecessor from Kashmir, used in the local "sufiana mausiqi," this santoor is far more developed; it has one hundred strings and is perfectly suited for playing classical ragas.