{"data":{"slug":"zenguard-ai-fast-llm-security-guardrails","name":"fast-llm-security-guardrails","tagline":"The fastest Trust Layer for AI Agents","github_url":"https://github.com/ZenGuard-AI/fast-llm-security-guardrails","owner":"ZenGuard-AI","repo":"fast-llm-security-guardrails","owner_avatar_url":"https://avatars.githubusercontent.com/u/163059052?v=4","primary_language":"Python","stars":155,"forks":21,"topics":["agentic-ai","ai-agent","ai-agents","ai-runtime","cx-agent","llm-guard","llm-guardrails","llm-privacy","llm-security","prompt-security","security"],"archived":false,"github_pushed_at":"2026-02-03T18:31:21+00:00","maintenance_label":"Slowing","stars_delta_30d":1,"url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails","markdown_url":"https://www.graphcanon.com/tools/zenguard-ai-fast-llm-security-guardrails.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zenguard-ai-fast-llm-security-guardrails","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zenguard-ai-fast-llm-security-guardrails","description":"The fastest Trust Layer for AI Agents","homepage_url":"https://zenguard.ai/","license":"MIT","open_issues":0,"watchers":2,"ai_summary":"A tool designed to quickly integrate security guardrails into AI agent systems.","readme_excerpt":"## Installation\n\nStart by installing ZenGuard package:\n\nUsing pip:\n\n```shell\npip install zenguard\n```\n\nUsing poetry:\n\n```shell\npoetry add zenguard\n```\n\n---\n\n## Getting Started\n\nJump into our [Quickstart Guide](https://docs.zenguard.ai) to easily integrate ZenGuard with your AI Agents.\n\nIntegration with [LangChain](https://python.langchain.com/v0.2/docs/integrations/tools/zenguard/) <a href=\"https://colab.research.google.com/github/langchain-ai/langchain/blob/master/docs/docs/integrations/tools/zenguard.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open LangChain Integration in Colab\" /></a>\n\nIntegration with [LlamaIndex](https://llamahub.ai/l/llama-packs/llama-index-packs-zenguard?from=llama-packs) <a href=\"https://colab.research.google.com/github/run-llama/llama_index/blob/main/llama-index-packs/llama-index-packs-zenguard/examples/zenguard.ipynb\" target=_parent><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open LlamaIndex Integration In Colab\"></a>","github_created_at":"2024-03-11T21:10:59+00:00","created_at":"2026-07-15T10:45:13.19911+00:00","updated_at":"2026-09-20T04:26:35.432449+00:00","categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"},{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"}],"tags":[{"slug":"agentic-ai","name":"agentic-ai"},{"slug":"ai-agent","name":"ai-agent"},{"slug":"ai-agents","name":"ai-agents"},{"slug":"ai-runtime","name":"ai-runtime"},{"slug":"cx-agent","name":"cx-agent"},{"slug":"llm-guard","name":"llm-guard"},{"slug":"llm-guardrails","name":"llm-guardrails"},{"slug":"llm-privacy","name":"llm-privacy"}],"trust":{"provenance":{"is_fork":false,"github_id":770613609,"owner_type":"Organization","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-14T06:00:06.319Z","maintenance":{"label":"Slowing","score":36,"methodology":"github_public_v1","releases_90d":0,"days_since_push":222,"last_release_at":"2025-03-07T18:18:45Z","stars_delta_30d":1,"open_issues_delta_30d":0},"security_summary":{"status":"findings","scanner":"osv@v1","low_count":12,"high_count":0,"last_scan_at":"2026-07-15T10:45:14.694Z","medium_count":0,"scan_profile":"deps","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-14T06:00:06.821Z"},"languages":{"value":["python"],"source":"github.language+pyproject.toml","observed_at":"2026-09-14T06:00:06.821Z"},"license_spdx":{"value":"MIT","source":"github.license","observed_at":"2026-09-14T06:00:06.821Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["Fast integration of privacy and security guardrails in environments where real-time evaluation and observability are critical.","In development ecosystems that already support integrations such as LangChain or LlamaIndex, leveraging ZenGuard's pre-built connectors for seamless integration."],"when_not_to_use":["If your project requires a more customizable solution than what fast-llm-security-guardrails offers in its out-of-the-box configurations.","For teams that operate without established runtime environments like LangChain or LlamaIndex, as this may necessitate significant adaptation of ZenGuard."],"source":"enrich:decision_facts","observed_at":"2026-07-16T20:52:13.162Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"fast-llm-security-guardrails, also known as ZenGuard, is designed for the rapid deployment of security measures into AI agent systems to ensure they operate within defined trust constraints."}]}}