AI Dev
Chat with CSV
- LangChain: Chat with a CSV | LangChain Agents Tutorial (Beginners) - YouTube
- PandasAI: Multi-ChatCSV Streamlit App:Analyze Multiple CSV files with PandasAI and OpenAI| Step by Step - YouTube
- Streamlit: Chat with CSV Streamlit Chatbot using Llama 2: All Open Source - YouTube
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:
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:
Streamlit
Streamlit is the UI powering the LLM movement\
URLs:
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)
VS Code
- CodeGPT - Code like a pro with our AI Copilot!
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