PinnedAndrea D'AgostinoinTowards Data ScienceBeyond RAG: Network Analysis through LLMs for Knowledge ExtractionEnd-to-end data science project using Streamlit, Upstash, and OpenAI to build better knowledge navigation and comprehension using network…·26 min read·Feb 24, 2024--2--2
PinnedAndrea D'AgostinoinTowards AICreate a Chatbot in Python with LangChain and RAGLearn to create a Chatbot in Python with LangChain and RAG, a technique that allows you to improve the quality of the response of LLMs…·15 min read·Nov 30, 2023--4--4
PinnedAndrea D'AgostinoinTowards Data ScienceExploratory Data Analysis in Python — A Step-by-Step ProcessWhat is exploratory analysis, how it is structured and how to apply it in Python with the help of Pandas and other data analysis and…·14 min read·Jul 7, 2022--2--2
Andrea D'AgostinoinTowards Data ScienceGuiding an LLM’s Response to Create Structured OutputLearn how to structure a language model’s response to ensure that the response format is respected, such as JSON·9 min read·5 hours ago----
Andrea D'AgostinoinAI AdvancesAlgorithms and data structures for data science in Python — Part 1A comprehensive list of useful algorithms and data structures to know for technical interviews and with practical applications in the…·16 min read·Apr 27, 2024--2--2
Andrea D'AgostinoinTowards Data ScienceExtract any entity from text with GLiNERGLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms…·6 min read·Mar 24, 2024--6--6
Andrea D'AgostinoinTowards AIHow to use LLMs locally with ollama and PythonThis article will walk you through using ollama, a command line tool that allows you to download, explore and use Large Language Models…·5 min read·Mar 13, 2024----
Andrea D'AgostinoWhat is ChatGPT — A Technical Deep Dive and Usage TipsWhat is ChatGPT, its genesis and the description of its functioning from a technical point of view. Challenges related to the use of LLMs…·16 min read·Dec 21, 2023----
Andrea D'AgostinoIntroduction to Generative AI and its ApplicationsWhat is generative AI and why is it redefining the boundaries of the possible through technologies that allow machines not only to learn…·11 min read·Nov 14, 2023--1--1
Andrea D'AgostinoHuman content and bot training — when are the incentives coming?The need for human-created data is emerging now more than ever.1 min read·Nov 12, 2023----