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deadbits/vigil-llm

vigil-llm

⚡ Vigil ⚡ Detect prompt injections, jailbreaks, and other potentially risky Large Language Model (LLM) inputs

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Builder

deadbits

deadbits

deadbits • individual

Stars

480

Using upstream star count

Forks

54

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Sep 4, 2023

Project creation date

README Summary

`Vigil` is a Python library and REST API for assessing Large Language Model prompts and responses against a set of scanners to detect prompt injections, jailbreaks, and other potential threats. This repository also provides the detection signatures and datasets needed to get started with self-hosting.

Community Evaluation

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AI Dev Skills

Unmapped

Adversarial Attack PreventionAI Safety EngineeringLLM Input ValidationLLM SecurityNatural Language Processing SecurityPrompt Injection Detection

Tags

Adversarial Attack PreventionAI Safety EngineeringLLM Input ValidationLLM SecurityNatural Language Processing SecurityPrompt Injection DetectionAPIDatabaseDockerEmbeddingsForkedLarge Language ModelsLiteLLMOpenAIPrompt EngineeringPrompt InjectionPythonSecurityTransformersTutorialVector Database

Taxonomy

AI Trends

AI SafetyLLM SecurityResponsible AIAI Red Teaming

category

Foundation ModelsAI AgentsRAG & RetrievalMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & Safety

Deployment Context

Self-hostedCloud APIOn-premise

Industries

FinTechHealthcareLegal TechEnterprise SoftwareEducation

Modalities

Text

Skill Areas

Prompt Injection DetectionLLM SecurityAdversarial Attack PreventionNatural Language Processing SecurityLLM Input ValidationAI Safety Engineering

tag

APIDatabaseDockerEmbeddingsForkedLarge Language ModelsLiteLLMOpenAIPrompt EngineeringPrompt InjectionPythonSecurityTransformersTutorialVector Database

Use Cases

LLM Application SecurityPrompt Injection PreventionAI Chatbot SafetyContent Filtering for LLMsLLM Input SanitizationAdversarial Prompt Detection

Recent Activity

Updated 2 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

prototype
Quality
medium
Maturity
prototype

Categories

RAG & RetrievalPrimaryMLOps & InfrastructureDev Tools & AutomationLearning ResourcesSecurity & SafetyFoundation ModelsAI AgentsOther AI / ML

PM Skills

Cost & EfficiencySafety & AlignmentScale & ReliabilityProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Sep 4, 2023
Forked
Mar 21, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Jan 31, 2024

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