Awesome Ai Agents 2026
Section: AI Safety and Guardrails · NVIDIA. Programmable conversation guardrails.
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Appears in 4 awesome lists
NeMo Guardrails is an open-source toolkit facilitating the integration of programmable guardrails, essential for steering and safeguarding AI agents' conversational outputs, into large language model-based applications github | research paper
Section: AI Safety and Guardrails · NVIDIA. Programmable conversation guardrails.
Section: Python Libraries · (Open Source, Apache 2, Free): Limit what a NPC could talk about
Section: LLM Security & AI Security · Toolkit for adding programmable guardrails to LLM applications.
Section: Repositories · NeMo Guardrails is an open-source toolkit facilitating the integration of programmable guardrails, essential for steering and safeguarding AI agents' conversational outputs, into large language model-based applications github | research paper
Visualizer for deep learning and machine learning models (no Python code, but visualizes models from most Python Deep Learning frameworks).
Curated list of tools and resources related to the use of machine learning for cyber security
Input/output validation framework for building reliable AI applications. Detects and mitigates risks through composable validators for PII, toxicity, prompt injection, and structured output validation. Features Guardrails Hub with 50+ pre-built validators. Apache 2.0 licensed.
Python framework for adversarial attacks, data augmentation, and model training in NLP. Augment datasets to increase model robustness and generate adversarial examples. MIT licensed.
🟢 — Flagship machine-learning security library for evaluating and defending models against evasion, poisoning, extraction, and inference attacks across major ML frameworks. (LF AI & Data / IBM) · updated 2025-11-13); Related: Foolbox · PrivacyRaven
A Python library that includes implementations of TensorFlow optimizers for training machine learning models with differential privacy.
🟢 — Archived prompt-injection detector (heuristics + LLM + vector DB + canary tokens). (Protect AI) — note: archived by the maintainer; retained as a historical prompt-injection defense reference. · updated 2024-01-25); Related: LLM Guard
The all-in-one AI Observability and Security platform for responsible AI. It provides monitoring, analytics, and centralized controls to operationalize ML, GenAI, and LLM applications with trust. Fiddler helps enterprises scale LLM and ML deployments to deliver high performance AI, reduce costs,…