AI Dev

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.

• GitHub: https://github.com/Sinaptik-AI/pandas-ai 
• Video: Multi-ChatCSV Streamlit App:Analyze Multiple CSV files with PandasAI and OpenAI| Step by Step - YouTube

ScrapeGraphAI

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

• Indices and tables — ScrapeGraphAI documentation
• GitHub: https://github.com/VinciGit00/Scrapegraph-ai 
• Video: Scrape Any Website using llama3+Ollama+ScrapeGraphAI | Fully Local + Free #ai #llm - YouTube

OpenAI API

• What is ChatGPT API? - GeeksforGeeks
• [D7] OpenAI API 入門 - 基本提示技巧 - iT 邦幫忙::一起幫忙解決難題，拯救 IT 人的一天 (ithome.com.tw)
• [D8] OpenAI API 入門 - Chat Completion 訊息角色 - iT 邦幫忙::一起幫忙解決難題，拯救 IT 人的一天 (ithome.com.tw)
• Model Parameters in OpenAI API. Let’s break down the… | by Csakash | Medium

LangChain

LangChain 是一個旨在為開發者提供一套工具和接口，以便更容易、更有效地利用大型語言模型（LLM）的開源框架，專注於情境感知和推理。它包含多個組件，如 Python 和 JavaScript 的函式庫、快速部署的模板、用於開發REST API的 LangServe，以及用於除錯和監控的 LangSmith。LangChain 簡化了開發、生產和部署過程，提供與語言模型互動、執行檢索策略和輔助建立複雜應用架構的工具。

URL:

• Introduction | 🦜️🔗 LangChain
• LangChain是什麼？AI開發者必須了解的LLM開源框架 - ALPHA Camp

Gradio

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

URLs:

• Gradio
• Create a ChatBot with OpenAI and Gradio in Python - GeeksforGeeks
• 語音輸入的 OpenAI ChatBot 介面開發

Streamlit

Streamlit is the UI powering the LLM movement\

URLs:

• Streamlit • A faster way to build and share data apps
• AI talks: ChatGPT assistant via Streamlit

AI Memory

• How To Give Your Chatbot More Memory | by Dan Cleary | Medium
• [D8] OpenAI API 入門 - Chat Completion 訊息角色 - iT 邦幫忙::一起幫忙解決難題，拯救 IT 人的一天 (ithome.com.tw)

PandasAI

• Doc: https://docs.pandas-ai.com/en/stable/ 

VS Code

• CodeGPT - Code like a pro with our AI Copilot!