in this post, I will be showing you step-by-step how to create your Ai chatbot and on top of that I am going to show you how to reduce the cost of tokens and decrease API response latency
On December 7th, Microsoft researchers announced “LLMLingua,’’ a new technology that highly compresses prompts given to large-scale language models (LLMs).
LLMLingua Innovating LLM efficiency with prompt compression.’’ To extract more accurate answers from LLM, the input prompts tend to become longer prompt.
LLMLingua allows you to significantly shorten long prompts while retaining their meaning.
in this Post, we will cover what is LLMlingua, what its its key features and functionalities, and how to implement LLMlingua with LlamaIndex and Rag to develop a cost-effective chatbot solution.
the full article can be found here
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