Goals: Add links that are reasonable and good explanations of how stuff works. No hype and no vendor content if possible. Practical first-hand accounts of models in prod eagerly sought.
| key = get_Demo_key() | |
| headers = {"accept": "application/json", "x-cg-demo-api-key": key} | |
| base_url = PUB_DEMO_URL | |
| params = {"vs_currency": "usd", "days": "7", "interval": "daily"} #parameters to query upon, BTC daily data for the past 7 days | |
| mc = get_Response("/coins/bitcoin/market_chart", headers=headers, params=params, base_url=base_url ) |
| # 0) Load key and show last 4 chars so we know it loaded | |
| key = get_Demo_key() | |
| print("Loaded demo key (last 4):", (key or "")[-4:]) | |
| headers = {"accept": "application/json", "x-cg-demo-api-key": key} | |
| base_url = PUB_DEMO_URL | |
| # 1) Ping to Authenticate | |
| ping = get_Response("/ping", headers=headers, base_url=base_url) | |
| print("PING:", ping) |
| mkdir c:\github | |
| winget install --id=Git.Git -e --accept-package-agreements --accept-source-agreements | |
| winget install --id=Microsoft.VisualStudioCode -e | |
| winget install --id=AgileBits.1Password -e | |
| winget install --id=7zip.7zip -e | |
| winget install --id=Twilio.Authy -e | |
| winget install --id=Bethesda.Launcher -e | |
| winget install --id=Microsoft.Bicep -e | |
| winget install --id=Microsoft.bitsmanager -e | |
| winget install --id=BrutalChess.BrutalChess -e |
Данный способ позволяет прошить Sync3 по USB, даже если он был полностью окирпичен 🧱. При этом не требуется припаивать ни картридер, ни какие-либо другие провода. Единственное что нужно, так это разобрать плату и замкнуть два контакта.
Source: Jira Project RHAIRFE (Red Hat AI RFE project) | Extracted: 2026-08-30 | Total Issues: 26
| # | Key | Summary | Status | Priority | Assignee | Components | Fix Version | Labels | Created | Updated |
|---|---|---|---|---|---|---|---|---|---|---|
| Direct Semantic Routing / Semantic Router | ||||||||||
| 1 | RHAIRFE-3090 | RFE || Enable Semantic Router in RHOAI | Approved | Normal | Unassigned | Inference Gateway, Model as a Service, OpenShift AI Productization | — | CEE.neXT, customer_request | 2026-08-07 | 2026-08-07 |
| 2 | RHAIRFE-1206 | Integration with Semantic Router for AI Safety | Closed | Major | Unassigned | AI Safety | — | 3.Next-candidate | 2026-01-23 | 2026-03-18 |
| 3 | RHAIRFE-2780 | Semantic Routing |
A pattern for building personal knowledge bases using LLMs.
This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.
Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.
| @echo off | |
| setlocal | |
| :: ========================================================= | |
| :: 重要:切換到腳本所在的資料夾 | |
| :: 這能解決 "找不到 xml" 或路徑錯誤的問題 | |
| :: ========================================================= | |
| cd /d "%~dp0" | |
| :MENU | |
| CLS |
| var ruinbase = '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 |