Frequently Asked Question

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nAIxus

What is the difference with ChatGPT ? | Comparison of chatGPT and nAIxus

Criterion	chatGPT	nAIxus
Type of Technology	Uses a single language model	Combines multiple processes for a complete conversation: intent classification, information extraction, anonymization, document search, and language model invocation
Model Location	The model is directly integrated	Uses an external service currently being tested at OVH
Quality and Resources	Uses GPT-4, one of the best models requiring a lot of resources	Uses a Llama 3 model estimated to be 10 to 15 times smaller than GPT-4, resulting in lower quality responses but better cost efficiency. The nAIxus application operates with minimal resources as no client in production has high volume on this instance
Response Display	Responses are displayed progressively	Responses are displayed only once complete, with a slight delay (about 10 seconds)
Information Knowledge	Knowledge is stored only in the model. To learn new information, the model must be retrained, which incurs costs	Adds knowledge and information to the model through a document search technique (RAG). Adding information is quick, easy, and almost cost-free
Frugality and Optimization	A single model consuming a lot of resources with significant financial cost	Uses a resource-efficient and concise model to limit costs, with reduced response quality in exchange. Has an adapter system to use any model according to client constraints
Response Accuracy	Little or no source management	Cites the source of information and verifies the relevance of each document fragment to the question to ensure maximum reliability with minimal hallucination

Conversational

I created a scenario but it is not working in conversation

Please verify that you put some training data associated to your scenario, put it in ready state before launching the training.

OnPremise Installation

What is the configuration required to install nAIxus OnPremise?

Configuration Type	CPUs	RAM (Gi)
Minimum	12	26
With Redundancy	26	50

These configurations ensure optimal performance and high availability of the system.