Chat With RTX By Nvidia

What Is Chat with RTX?

Chat With RTX is a demo app that lets you personalize a GPT large language model (LLM) connected to your own content—docs, notes, videos, or other data. Leveraging retrieval-augmented generation (RAG), TensorRT-LLM, and RTX acceleration, you can query a custom chatbot to quickly get contextually relevant answers. And because it all runs locally on your Windows RTX PC or workstation, you’ll get fast and secure results.

Chat RTX By Nvidia

NVIDIA has released an alpha version of the Chat with RTX application, which allows you to run an AI chatbot based on a generative large language model (LLM) locally on your PC.

chat with rtx vs chat gpt

RTX and GPT are both artificial intelligence (AI) models, but they serve different purposes and have distinct characteristics.

RTX (Real-Time extension):

• A computer hardware component designed to accelerate AI workloads, particularly deep learning and neural networks.
• Developed by NVIDIA, a leader in graphics processing units (GPUs).
• Enhances graphics rendering, ray tracing, and AI-enhanced video and image processing.

GPT (Generative Pre-trained Transformer):

• A type of large language model developed by OpenAI.
• Trained on vast amounts of text data to generate human-like language outputs.
• Excels at natural language processing tasks, such as text completion, language translation, and chatbots.

Chat with RTX

System Requirements

Platform	Windows
GPU	NVIDIA GeForce™ RTX 30 or 40 Series GPU or NVIDIA RTX™ Ampere or Ada Generation GPU with at least 8GB of VRAM
RAM	16GB or greater
OS	Windows 11
Driver	535.11 or later
File Size	35 GB

Features:

• Create summaries and relevant answers based on videos (YouTube) and text documents (PDF).
• Search by video transcript: the chatbot can find the desired fragments in the video in seconds.
• Quickly extract key information from PDF files, which can be useful, for example, when working with legal documents.
• Lag-free operation: Unlike cloud chatbots, Chat with RTX runs on your computer, providing instant response.

Specifications:

• Operating system: Windows
• Video card: NVIDIA GeForce RTX 30 or 40 series (minimum 8 GB video memory)
• Disk space: 40 GB
• RAM: 3 GB (during operation)

How it works:

• When you install Chat with RTX on your PC, a web server and a Python instance are installed that uses the LLM Mistral or Llama 2.
• Tensor cores on the NVIDIA RTX GPU are used to accelerate request processing.
• The user accesses the chatbot through a web interface.

Limitations:

• Early stage of development: the chatbot may be unstable and buggy.
• Does not remember context: each new request is processed independently of the previous ones.
• Not suitable for large amounts of data: attempting to index more than 25,000 documents may result in failure.

Prospects:

Chat with RTX is an interesting project that demonstrates the potential of local AI chatbots. It can be useful for those who do not want to use cloud services to process their personal data.

Important:

• The current version of Chat with RTX is intended for developers and enthusiasts.
• The application requires a powerful NVIDIA RTX graphics card to run.

Chat With RTX Nvidia Download

Download NVIDIA Chat with RTX

Simply download, install, and start chatting right away.