Skip to main content

AI Dev

AI Develop Framework

- LlamaIndex

Data Analysis (Chat with CSV)

- PandasAI

PandasAI is a Python library that makes it easy to ask questions to your data in natural language. It helps you to explore, clean, and analyze your data using generative AI.

Chat with Dataset

Web Scraper

- Crawlee

A web scraping and browser automation library. 

- ScrapeGraphAI

ScrapeGraphAI is a open-source web scraping python library designed to usher in a new era of scraping tools.

- Crew AI

Crew AI is a collaborative working system designed to enable various artificial intelligence agents to work together as a team, efficiently accomplishing complex tasks. Each agent has a specific role, resembling a team composed of researchers, writers, and planners.

- Scraperr

Self-hosted webscraper.

LLM API

- OpenAI API
- Gemini API

Web UI Framework

- Gradio

Gradio is the fastest way to demo your machine learning model with a friendly web interface so that anyone can use it, anywhere!

- Streamlit

Streamlit is the UI powering the LLM movement

AI Memory

AI Coding

- Alternative to GitHub Copilot
- VS Code
- Cursor

Agentic Coding

Claude Code (Anthropic)
    GitHub: https://github.com/anthropics/claude-code  Doc: https://docs.anthropic.com/en/docs/claude-code/overview 
    Codex CLI (OpenAI)
      GitHub: https://github.com/openai/codex  Codex CLI 1UP - Codex CLI 加強版，整合了其他 CLI 指令。
      Gemini CLI (Google)
        GitHub: https://github.com/google-gemini/gemini-cli 
        OpenCode
          OpenCode | The open source AI coding agent OpenCode vs Copilot vs Cursor : Which Tool Builds Features Faster? - Geeky Gadgets OpenCode Tutorial : Run Parallel AI Tasks & Track Tokens Easily - Geeky Gadgets OpenCode AI : 8 Real Ways to Streamline Your Workflows - Geeky Gadgets YT: opencode 實戰：15 分鐘分析陌生程式碼庫，AI 代理幫你規劃重構路徑 - YouTube
          Kilo Code

          支援 VS code, JetBrains, IntelliJ, CLI, Slack, Code Reviewer

             Kilo - Kilo: The Open Source AI Coding Agent for VS Code, JetBrains, and your CLI

            Responsible AI

            AI Proxy

            企業在導入 LLM 時，可能會用到多種不同的模型，這些包含商用授權與開源授權以及來自不同的服務商。為了統一管理及開發應用這些各類不同模型，建議使用 AI Proxy (AI API Gateway) 這類平台來解決，以達到下列目的：

            • 統一 API 介接入口與格式
            • 成本追蹤
            • 平衡負載
            - LiteLLM
            - CLI Proxy API
            - Sub2API

            More

              Back to top