Looking to work on some generative AI use cases like code generation but needing to keep data within our control.
Does anyone have any recommendations on good ChatGPT alternatives? Possibly run locally and on a VM in the cloud.
As of my last knowledge update in January 2022, there wasn't a specific offline version of GPT-3 or ChatGPT available for public use. GPT-3 and similar models developed by OpenAI require significant computational resources, and they are typically accessed through OpenAI's API, which requires an internet connection.
However, if you're looking for offline alternatives for natural language processing or chatbot functionality, you might consider smaller, locally deployable models. Some options include:
Rasa NLU and Rasa Core: Rasa is an open-source conversational AI platform that allows you to build your own chatbots. It can be deployed locally and is not dependent on an internet connection.
ChatterBot: ChatterBot is a Python library that makes it easy to generate automated responses to user input. It can be used offline for creating simple chatbots.
SpaCy: While not a chatbot framework per se, SpaCy is a popular natural language processing library in Python. You can use it for tasks such as text tokenization, part-of-speech tagging, and named entity recognition.
AIML (Artificial Intelligence Markup Language): AIML is an XML-based language for creating chatbots. There are several AIML interpreters available that can be used offline.
Keep in mind that while these alternatives can provide basic chatbot functionality offline, they may not match the sophistication and complexity of large-scale language models like GPT-3, especially when it comes to understanding context and generating coherent responses. Additionally, developments in AI and natural language processing may have occurred since my last update, so it's a good idea to check for the latest information.