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Ai Guardrails Python Packages

Python packages with the GitHub topic ai-guardrails. Sorted by relevance, with stars and monthly downloads.
vstorm-co
pydantic-ai-shields

Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII filtering, secret redaction, tool permissions, and async guardrails. Built on pydantic-ai's native capabilities API.

113K 63 10
vstorm-co
pydantic-ai-middleware

Guardrail capabilities for Pydantic AI — cost tracking, prompt injection detection, PII filtering, secret redaction, tool permissions, and async guardrails. Built on pydantic-ai's native capabilities API.

83K 63 10
ai-2070
ai2070-l0

Reliability layer for AI/LLM streaming with retry, guardrails, and observability

625 3 1
open-bias
openbias

Open Source Reliability Harness: Make your agents follow rules. One line of code to‎ ‎enforce, trace, and improve. ‎ ‎

589 117 3
arieradle
shekel

LLM budget control and cost governance for AI agents. Python library for token budgets, usage limits and guardrails for OpenAI, Anthropic, LangChain, LangGraph and agentic systems.

513 5 0
open-sentinel
opensentinel

Reliability layer for AI agents - monitors workflow adherence and intervenes when agents deviate

224 101 3
limenex-hq
limenex

Deterministic stateful governance for AI agents and agentic systems

139 2 2
VictorVVedtion
ouro-loop

Give AI coding agents (Claude Code, Cursor, Aider, Codex) a structured autonomous loop with guardrails — boundaries, verification gates, self-healing, and autonomous remediation. Zero dependencies.

136 13 3
hichipli
vetting-python

A Python implementation of the VETTING (Verification and Evaluation Tool for Targeting Invalid Narrative Generation) framework for LLM safety and educational applications.

55 6 3
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