embeddings text security region:us
---
tags:
- embeddings
- text
- security
pretty_name: 'Vigil: LLM Instruction Bypass text-embedding-ada-002 '
---
# Vigil: LLM Instruction Bypass all-MiniLM-L6-v2 
- **Repo:** [github.com/deadbits/vigil-llm](https://github.com/deadbits/vigil-llm)

`Vigil` is a Python framework and REST API for assessing Large Language Model (LLM) prompts against a set of scanners to detect prompt injections, jailbreaks, and other potentially risky inputs.

This repository contains `text-embedding-ada-002` embeddings for all Instruction Bypass style prompts ("Ignore instructions ...") used by [Vigil](https://github.com/deadbits/prompt-injection-defense).

You can use the [parquet2vdb.py](https://github.com/deadbits/prompt-injection-defense/blob/main/vigil/utils/parquet2vdb.py) utility to load the embeddings in the Vigil chromadb instance, or use them in your own application.

## Format
```json
[
  {
    "text": str,
    "embedding": [],
    "model": "text-embedding-ada-002"
  }
]
```

Instruction bypass prompts generated with: https://gist.github.com/deadbits/e93a90aa36c9aa7b5ce1179597a6fe3d#file-generate-phrases-py