A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas 
Cross-referenced across 55 tracked directories
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6/19/2023
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3/19/2026
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Score: 100/100
0 dependency vulnerabilities found
UQLM: Uncertainty Quantification for Language Models, is a Python library for LLM hallucination detection using state-of-the-art uncertainty quantification techniques 
...moreCapability-based authorization for AI agents. Task-scoped tokens with offline verification, proof-of-possession binding, and native LangChain/LangGraph integration. 
...moreNative security wrappers for LangChain DocumentLoaders to block prompt injections, stealth attacks, and PII leaks during RAG data ingestion. 
...moreAndreas Kirsch, Daedalus Lab Ltd
Directly Connecting Python to LLMs - Dataclasses & Interfaces <-> LLMs