Independent Developer in the AI Era: Open Source Deep Dive

This project is an ongoing effort — learning AI open source projects one step at a time, building real-world practice through hands-on projects, combining AI tools to strengthen the ability to solve complex problems. Everything is documented along the way. Notion List Basic Information: Project Name: GitHub URL: Primary Tech Stack: Related Articles A Staged Growth Guide for Open Source A Complete Guide to Open Source Contribution (A Handbook for First-Timers) My Practical Summary: Designing Norms in Open Source Communities How to Ask Questions in Open Source Communities

April 15, 2025 · 1 min · 88 words · Xinwei Xiong, Me

GPT Researcher: Open Source Deep Dive

This project is an ongoing effort — learning AI open source projects one step at a time, building real-world practice through hands-on projects, combining AI tools to strengthen the ability to solve complex problems. Everything is documented along the way. Notion List Project Overview Basic Information Project Name: GitHub URL: Primary Tech Stack: Related Articles A Staged Growth Guide for Open Source A Complete Guide to Open Source Contribution (A Handbook for First-Timers) My Practical Summary: Designing Norms in Open Source Communities How to Ask Questions in Open Source Communities

April 14, 2025 · 1 min · 90 words · Xinwei Xiong, Me

Jina AI: Multimodal Search & Embeddings

Project Overview Basic Information Project Name: GitHub URL: Primary Tech Stack: License: Star Count: Last Updated: Project Introduction [Describe the project’s main features and use cases here] Technical Architecture System Design [Describe the overall architectural design of the project here] Core Modules [List and explain the project’s core modules here] Source Code Analysis Key Code Walkthrough [Analyze the key code implementations in the project here] Performance Optimization Points [Discuss the performance optimization strategies used in the project here] ...

April 12, 2025 · 1 min · 152 words · Xinwei Xiong, Me

Sora Ease Guide: Mastering Sora AI for Developers

Copyright: SoraEase , please indicate the source when forwarding. This article from the https://github.com/SoraEase/sora-prompt open source project,SoraEase wants to provide automated, easy, and quick to use tools and guidelines for SORa-related developers. Sora Prompt Collection, a repository dedicated to inspiring AI-driven video creation with Sora. Structured Prompt | Sora Collection of prompt words, a repository designed to inspire AI-driven video creation using Sora. Sora | Sora is an AI model that can create realistic and imaginative scenes from OpenAI’s text instructions. OpenAI is teaching AI to understand and simulate the physical world in motion, with the goal of training models to help people solve problems that require real-world interaction. ...

March 14, 2024 · 12 min · 2550 words · Xinwei Xiong, Me

Exploring Sora Technology for Enthusiasts and Developers

Sora! ! ! Recently, there has been a craze about Sora on the Internet. As the latest technology launched by OpenAI, Sora gives the magic of text-generated videos, and the results it demonstrates are impressive. At present, the appeal of short videos has far exceeded traditional novels and graphic comics. Therefore, the advent of Sora may trigger a revolution in the field of video production. The charm of Sora is that it can generate up to 60 seconds of video content based on text descriptions, which includes detailed scene settings, lifelike character expressions, and smooth camera transitions. ...

February 24, 2024 · 21 min · 4385 words · Xinwei Xiong, Me
Vector database learning

Vector Database Learning

Vector database learning I learned rust today and found that rust is a very suitable language for writing databases. I found a treasure project tikv. Its github project address is https://github.com/tikv/tikv . It is a very active project, but today I The topic is vector database in the field of AI. Without further ado, let’s get started right away. prerequisites 0.1 Introduction to basic knowledge: Understand the basic definition of vector database and its difference from traditional database. 0.2 Data Structure Basics: Learn vectors and other basic data structures, and how to represent and manipulate these structures in databases. 0.3 Introduction to Linear Algebra: Introduction to vector operations, including vector addition, subtraction and dot multiplication. 0.4 Similarity measures: Learn how to calculate similarity between vectors, such as cosine similarity. 0.5 Basics of Database Index: Introduces the basic concepts of database index, especially its application in vector databases. 0.6 Preliminary Search Algorithms: Learn basic search algorithms and understand how to perform effective searches in large data sets. 0.7 Application case studies: Study the application of vector databases in different fields (such as recommendation systems, image recognition). ...

January 20, 2024 · 39 min · 8125 words · Xinwei Xiong, Me

Use Auto Gpt

Preface 🔮 In my Slack workspace, multiple AIs are integrated, including ChatGPT 4, ChatGPT 3.5, Claude… We can interact with AI for free and without restrictions through Slack. Everyone is welcome to join Slack. Here is the link: https://join.slack.com/t/kubecub/shared_invite/zt-1se0k2bae-lkYzz0_T~BYh3rjkvlcUqQ introduce I learned about Auto-GPT a long time ago. As the fastest growing project on GitHub in recent times (one of them), Auto-GPT is well known in the open source community. It has even quickly surpassed Kubernetes. Currently, there are 125k stars. ...

March 18, 2023 · 9 min · 1790 words · Xinwei Xiong, Me