vigil-llm vs langflow

A neutral, constraint-first comparison - live GitHub stats and typed relationships, not marketing.

vigil-llmlangflow
Tagline⚡ Security scanner for LLM prompts ⚡Langflow is a powerful platform for building and deploying AI-powered agents and workflows.
Stars486151k
Forks559.5k
Open issues16977
LanguagePythonPython
LicenseApache-2.0MIT
Last pushedJan 31, 2024Jul 7, 2026
CategoriesEvaluation & ObservabilityEvaluation & Observability, AI Agents, Data & Retrieval

vigil-llm

Vigil is a Python library and REST API designed to assess Large Language Model (LLM) inputs, detecting injections, jailbreaks, and other security threats. It includes modular scanners with the ability to extend via custom signatures and supports various detection methods including vector databases, heuristics, transformer models, canary tokens, and sentiment analysis.

Python

langflow

A tool that offers a visual interface to create custom AI-powered services, integrating support for major language models (LLMs) and vector databases. It also provides multi-agent orchestration capabilities and observability.

Python