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v2.1.0: QWEDLocal - Client-Side Verification

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@rahuldass19 rahuldass19 released this 03 Jan 14:59
v2.1.0
47b19e5

🚀 QWEDLocal: Client-Side Verification

The biggest update in QWED history! Run verification directly in your code—no backend server needed.

⭐ Major Features

QWEDLocal Class - Client-side verification

  • Works with ANY LLM (OpenAI, Anthropic, Gemini, Ollama)
  • $0 cost with local models (Ollama)
  • 100% privacy - Data never leaves your machine
  • Smart caching - 50-80% cost savings

3 Verification Engines

  • ✅ Math (SymPy) - Symbolic validation
  • ✅ Logic (Z3) - SAT solving ⭐ NEW
  • ✅ Code (AST) - Security analysis ⭐ NEW

Beautiful CLI ⭐ NEW
qwed verify "What is 2+2?"
qwed interactive

📦 Quick Start

from qwed_sdk import QWEDLocal
client = QWEDLocal(base_url="http://localhost:11434/v1", model="llama3")
result = client.verify_math("What is 2+2?")

💰 Cost: $0 (Ollama) to $100/mo (GPT-4) + 50-80% cache savings

📖 Docs: QWED_LOCAL.md | CLI.md | RELEASE_NOTES_v2.1.0.md

⭐ If this saves you time, star the repo!

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