Konstantin RinkinAI AdvancesEnhancing LLMs with Search APIsA Comparison of 4 Search APIs for LLMs to Provide Your AI Agents Access to the Latest Data·10 min read·Mar 2, 2024--5--5
Konstantin RinkinTowards Data ScienceBuild a Transparent Question-Answering Bot for Your Documents with LangChain and GPT-3Guide to developing an informative QA bot with displayed sources used·11 min read·Jul 22, 2023--5--5
Konstantin RinkinTowards AIEvaluate and Monitor the Experiments With Your LLM AppEvaluation and tracking of your LLM experiments with TruLens·6 min read·Jun 23, 2023----
Konstantin RinkinTowards Data ScienceRun Interactive Sessions With ChatGPT In Jupyter NotebookUse LangChain and IPyWidgets to run conversational sessions with ChatGPT about custom documents in Jupyter Notebook·6 min read·May 4, 2023--6--6
Konstantin RinkinTowards Data ScienceLeverage LLMs Like GPT to Analyze Your Documents or TranscriptsUse prompt engineering to analyze your documents with langchain and openai in a ChatGPT-like way·6 min read·Mar 31, 2023--5--5
Konstantin RinkinTowards Data ScienceMean Average Precision at K (MAP@K) clearly explainedOne of the most popular evaluation metrics for recommender or ranking problems step by step explained·7 min read·Jan 18, 2023--9--9
Konstantin RinkinTowards AIIdentify Trending Machine Learning Topics in Science With Topic ModelingUsing BERTopic to identify the most important ML topics·6 min read·Jan 9, 2023----
Konstantin RinkinTowards Data ScienceTranscribe audio files with OpenAI’s WhisperTranscription of audio files with OpenAI’s Whisper·7 min read·Sep 26, 2022--2--2
Konstantin RinkinTowards Data ScienceFindings from benchmarking churn prediction methodsInsights from comparing widely used customer churn prediction approaches·8 min read·Sep 23, 2022----
Konstantin RinkinTowards Data ScienceA pipeline for benchmarking churn prediction approachesHow to benchmark multiple sampling strategies and models on different data sets using a scikit-learn pipeline·10 min read·Aug 29, 2022--1--1