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NeMo-Guardrails Alternatives
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better NeMo-Guardrails alternative or higher similarity.
NeMo-Guardrails discussion
NeMo-Guardrails reviews and mentions
Posts with mentions or reviews of NeMo-Guardrails.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-07-29.
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QA System Design with LLMs: Prompt Engineering
# Source: https://github.com/NVIDIA/NeMo-Guardrails rails: input: flows: - check jailbreak - mask sensitive data on input output: flows: - self check facts - self check hallucination - activefence moderation config: sensitive_data_detection: input: entities: - PERSON - EMAIL_ADDRESS
- NeMO Guardrails from Nvidia
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Run and create custom ChatGPT-like bots with OpenChat
- https://github.com/NVIDIA/NeMo-Guardrails/
- LangChain: The Missing Manual
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The Dual LLM pattern for building AI assistants that can resist prompt injection
Here's "jailbreak detection", in the NeMo-Guardrails project from Nvidia:
https://github.com/NVIDIA/NeMo-Guardrails/blob/327da8a42d5f8...
I.e. they ask the llm if the prompt will break the llm. (I believe that more data /some evaluation on how well this performs is intended to be released. Probably fair to call this stuff "not battle tested".)
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How To Setup a Model With Guardrails?
I have been playing around with some models locally and creating a discord bot as a fun side project, and I wanted to setup some guardrails on inputs / outputs of the bot to make sure that it isn't violating any ethical boundaries. I was going to use Nvidia's Nemo guardrails, but they only support openai currently. Are there any other good ways to control inputs?
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RasaGPT: First headless LLM chatbot built on top of Rasa, Langchain and FastAPI
Thanks, I hadn't seen those. I did find https://github.com/NVIDIA/NeMo-Guardrails earlier but haven't looked into it yet.
I'm not sure it solves the problem of restricting the information it uses though. For example, as a proof of concept for a customer, I tried providing information from a vector database as context, but GPT would still answer questions that were not provided in that context. It would base its answers on information that was already crawled from the customer website and in the model. That is concerning because the website might get updated but you can't update the model yourself (among other reasons).
- How do we prevent prompt injection in a GPT API app?
- Nvidia NeMo Guardrails – open-source guardrails to conversational systems
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Stats
Basic NeMo-Guardrails repo stats
14
4,502
9.8
5 days ago
NVIDIA/NeMo-Guardrails is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.
The primary programming language of NeMo-Guardrails is Python.
Popular Comparisons
- NeMo-Guardrails VS langchainrb
- NeMo-Guardrails VS guidance
- NeMo-Guardrails VS basaran
- NeMo-Guardrails VS rasa-haystack
- NeMo-Guardrails VS guidance
- NeMo-Guardrails VS text-generation-webui
- NeMo-Guardrails VS lmql
- NeMo-Guardrails VS OpenChat
- NeMo-Guardrails VS transynthetical-engine
- NeMo-Guardrails VS hnsqlite
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