Christian BerneckerThe beginnings of ChatBots and LLM!Discover the history of chatbots, starting with Joseph Weizenbaum’s ELIZA, in 1966. Uncover the connection of the Turing test and many more·5 min read·5 days ago----
Christian BerneckerNLP Question Answering: Answer questions with a local LLM and a vector database on your own…A Deep Dive into Building an Advanced Q&A System on documents using a simple Retrieval Augmented Generation (RAG) Architecture. I’ll break…·7 min read·Mar 11, 2024--3--3
Christian BerneckerNLP Chatbot: Build Your Own Privacy-Preserving AI AssistantCreate a local privat running chat application with a local LLM: This is a step-by-step guide to building a privacy-preserving AI Chatbot·5 min read·Jan 25, 2024----
Christian BerneckerNLP Install a LLM: Setup a large language model on your own PC.Step-by-step instructions on using and loading 7B LLM models such as Mistral, Zephyr Beta, and LLama2 on your local machine.3 min read·Dec 8, 2023----
Christian BerneckerNLP SIMILARITY 2: Use Vector Databases and word embeddings of LLM for semantic similarity searchLearn to use a Large Language Models (LLM) to create word embeddings and store them in a vector database for semantic search on your own…·6 min read·Nov 3, 2023----
Christian BerneckerNLP SUMMARIZATION: Use BERT and BART to summarize your favourite newspaper articlesNLP summarization has many applications, such as in news aggregation, document summarization, and social media analysis. It can help people…6 min read·Apr 8, 2023----
Christian BerneckerNLP SIMILARITY: Use pretrained word embeddings for semantic similarity search with BERTUse pretrained word embeddings to measure document similarity and do semantic similarity search with a BERT Transformer.·5 min read·Mar 1, 2023--4--4
Christian BerneckerinIBM Data Science in PracticeJust for AI Titans — Autonomous & Continuous AI Training — MLOPS on steroids.Maintenance and redeployment of your AI models taking up the majority of your time? Continuous AI Training is the solution.6 min read·Feb 21, 2023----
Christian BerneckerinIBM Data Science in PracticeAn enterprise design pattern for MLOps & DataOps on unified data and AI platformsThis article describes a reusable enterprise design pattern for MLOps / AIOps and DataOps tasks that helps to simplify and automate how…6 min read·Nov 1, 2022----
Christian BerneckerinIBM Data Science in PracticeETL Pipelines & Data Preparation for any skill level with Cloud Pak for DataThe Extract, Transform and Load pattern (ETL) is a classic in Data Engineering, but it’s still the most common and useful. An ETL can be…6 min read·Aug 3, 2022--1--1