Gen. David L.How to deploy the llama3 large model in CPU and GPU environments with OllamaOllama is a utility designed to simplify the local deployment and operation of large language models. It provides a lightweight and…5 min read·3 days ago----
Gen. David L.Building your private knowledge base using RAG with llama3 and langchainIn today’s era of information explosion, we face the challenge of vast amounts of public or private data. Retrieving useful information…4 min read·May 20, 2024----
Gen. David L.How to Create Custom Functions in a Database to Boost SQL Data Analysis EfficiencyWhen we learn programming languages, we always encounter functions. What is the purpose of a function? It encapsulates the code we…3 min read·May 16, 2024----
Gen. David L.Quick Guide to Llama3 Deployment on Your Own Mac NotebookOn April 18th 2024, Meta officially announced Llama3 on their official blog, marking a significant leap forward in the field of artificial…4 min read·May 14, 2024----
Gen. David L.Cachetools: A Python-Based Cache Utility LibraryWhat is Cachetools?6 min read·May 12, 2024----
Gen. David L.Pandas: Still using xlsx or csv files to read and write data?When processing and cleaning data, the most commonly used file formats are often xlsx or csv. Excel is sufficient for handling data at the…3 min read·May 11, 2024----
Gen. David L.SQL optimization for multiple scenarios when data query (part one)As SQL experts or data analysts, we are well aware of the importance of SQL query optimization for database performance. In various…5 min read·May 9, 2024----
Gen. David L.Guide to Dify, an open-source platform for developing large language model (LLM) applicationsIntroduction to Dify5 min read·Apr 28, 2024----
Gen. David L.Guide to textdistance — Python library for NLP projectsIn the field of natural language processing and text analysis, it’s often necessary to compare the similarity or distance between two…5 min read·Apr 25, 2024----
Gen. David L.Quick Guide to Time Series Forecasting by Python ProphetWhat is Python Prophet?5 min read·Apr 24, 2024----
