ai – Smartlab

December 3, 2023

Unlock Efficiency: Slash Costs and Supercharge Performance with Semantic Caching for Your LLM App!

A semantic cache for large language model (LLM) based applications introduces a plethora of advantages that revolutionize their performance and usability. Primarily, it significantly enhances processing speed and responsiveness by storing precomputed representations of frequently used language elements. This minimizes the need for repetitive computations, leading to quicker response times and reduced latency, thereby optimizing […]

July 29, 2023

InqueryIQ – A fully-automatic OpenAI email support agent for your own products and services

Providing human support engineers to handle incoming queries about products and services can be both costly and limited in its scalability. This is particularly challenging for self-published mobile apps and small to medium-sized businesses, as they often lack the financial resources to offer human support. I personally experienced this issue when I published my own […]

January 22, 2023

artificial intelligence

Does OpenAI ChatGPT recognize its own creations?

There is a lot of hype ongoing about the amazing capabilities of OpenAI’s ChatGPT and how it will revolutionize the writing of texts. Schools and universities are worried that ChatGPT will widely be used by students to summarize larger texts, books or general topics. Those ChatGPT generated texts, which seem perfect in word, sentences and […]

November 27, 2021

Web Text Scraping and AI Model Training with Streamlit

Within the last weeks, I thought about building a service for automatically answering incoming user questions by using a repository of previously answered questions. The benefit of such an automatic answering system is obvious, but as a foundation for that implementation, a trained text association model is needed. A large corpus of existing texts therefore […]