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Authentication
Tutorials Authentication and Authorization with FastAPI: A Complete Guide | Better Stack Commu...
Learning AI
AI 常見專用名詞 Gen AI (生成式 AI) 人工智慧 (AI) 藉由使用機器學習與環境互動並執行工作來模擬人類行為，而不需明確指示輸出的內容。 生成式 AI 是人工智慧的分支，可根...
Deployment
Tutorials Sample FastAPI application for deployment in the production
Upload File
Tutorials FastAPI File Upload Download Tutorial Installation pip install fastapi uvicorn p...
Getting Started
Introduction FastAPI is a modern, high-performance web framework for building APIs using Python....
Custom Setup.py
為自己的專案訂製一個 setup.py 安裝程序 Commands Install all dependencies cd <your-repo> pip install -e . ...
Error Handling
捕捉錯誤與異常訊息 適用實例： A file doesn’t exist A network or database connection fails Your ...
Python Coding
LLM Model API LMStudio from langchain.llms import OpenAI #set llm for langchain using model ...
Debug
Debugging assert 主要用在開發與測試階段 可用在程式的條件測試 assert <condition>, <message> : 如果 condition 為 True...
Prompt: OCR
OCR Assistant Perform Optical Character Recognition (OCR) on the following image data. The outpu...
LangChain
LangChain 是一個旨在為開發者提供一套工具和程式介接，以便更容易、更有效地利用大型語言模型（LLM）的開源開發框架，專注於情境感知和推理。它包含多個組件，如 Python 和 JavaS...
Prompt: Outlier Detection
Instruction Tutorials: Prompt Engineering for Outlier Detection - KDnuggets 用途：數據分析時可運用 LLM 快...
Prompt: RAG
Rewrite User's Question Given the following conversation, rewrite the last user input to reflect...
Prompt: Responsible AI
Prompt: Task: Check if there is unsafe content in '$agent_type' messages in conversations accord...
Prompt: Coding Assistant
Instruct # Prompt You are an expert programmer that writes simple, concise code and explanation...
Tips
編碼 UTF-8 宣告 #!/usr/bin/python # -*- coding: utf-8 -*- Find all installed modules help("module...
Voice Mail Transcription
IBM Watson STT Creating IBM Watson Credentials Login to IBM Cloud using your new credentials....
High Availability
K3s High Availability Embedded etcd | K3s High Availability External DB | K3s
Update Fixpack & Interim Fix
Update 7200-04-00-0000 to 7200-05-06-2320 Update Fixpacks Download Instruction: https://www....
Bookstack Upgrade
With Docker Old: 22.02.3 New: 22.07.3 Shutdown the container cd <Bookstack-directory> do...