Conversational AI
![An illustration depicting AI model deployment steps.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/Multi-LoRA-Support-960x540.jpg)
Aug 28, 2024
Deploy Diverse AI Apps with Multi-LoRA Support on RTX AI PCs and Workstations
Today’s large language models (LLMs) achieve unprecedented results across many use cases. Yet, application developers often need to customize and tune these...
10 MIN READ
![Workflow diagram on a black backgound.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/laika-rag-pipeline-featured-960x540.png)
Aug 27, 2024
Enhancing RAG Applications with NVIDIA NIM
The advent of large language models (LLMs) has significantly benefited the AI industry, offering versatile tools capable of generating human-like text and...
10 MIN READ
![An illustration of a chatbot.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/llm-chatbot-purple-960x540.jpg)
Aug 21, 2024
Practical Strategies for Optimizing LLM Inference Sizing and Performance
As the use of large language models (LLMs) grows across many applications, such as chatbots and content creation, it's important to understand the process of...
2 MIN READ
![Illustration representing AI Workbench.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/03/ai-workbench-960x540.png)
Aug 20, 2024
Hackathon: Build Groundbreaking Generative AI Projects Using NVIDIA AI Workbench
Hosted by Dell and NVIDIA, demonstrate how AI Workbench can be used to build and deliver apps for a wide range of tasks and workflows.
1 MIN READ
![Still from the MechaBREAK game.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/mechabreak-featured-960x540.jpg)
Aug 20, 2024
Deploy the First On-Device Small Language Model for Improved Game Character Roleplay
At Gamescom 2024, NVIDIA announced our first on-device small language model (SLM) for improving the conversation abilities of game characters. We also announced...
4 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/nvidia-tensorrt-model-optimizer-graphic-960x540.jpg)
Aug 15, 2024
NVIDIA TensorRT Model Optimizer v0.15 Boosts Inference Performance and Expands Model Support
NVIDIA has announced the latest v0.15 release of NVIDIA TensorRT Model Optimizer, a state-of-the-art quantization toolkit of model optimization techniques...
5 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/holoscan-media-video-960x540.jpg)
Aug 14, 2024
Video: Build Live Media Applications for AI-Enabled Infrastructure with NVIDIA Holoscan for Media
NVIDIA Holoscan for Media is a software-defined, AI-enabled platform that enables live video pipelines to run on the same infrastructure as AI. This video...
1 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/08/Mistral-Large-2407-960x540.jpeg)
Aug 13, 2024
New NIM Available: Mistral Large 2 Instruct LLM
The new model by Mistral excels at a variety of complex tasks including text summarization, multilingual translation and reasoning, programming, question and...
1 MIN READ
![Image of a person standing in front of an AI kiosk in a retail location.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/langchain-retail-ai-featured-960x540.png)
Aug 07, 2024
Building AI Agents with NVIDIA NIM Microservices and LangChain
NVIDIA NIM, part of NVIDIA AI Enterprise, now supports tool-calling for models like Llama 3.1. It also integrates with LangChain to provide you with a...
3 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/monitor-chat-abstract-graphic-1-960x540.png)
Aug 05, 2024
Securing Generative AI Deployments with NVIDIA NIM and NVIDIA NeMo Guardrails
As enterprises adopt generative AI applications powered by large language models (LLMs), there is an increasing need to implement guardrails to ensure safety...
6 MIN READ
![Image of two people sitting in their cubicles with speech recognition visualizations in the background.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/03/asr-parakeet-model-featured-960x540.jpg)
Aug 05, 2024
Developing Robust Georgian Automatic Speech Recognition with FastConformer Hybrid Transducer CTC BPE
Building an effective automatic speech recognition (ASR) model for underrepresented languages presents unique challenges due to limited data resources. In...
9 MIN READ
![A connected grid of AI applications, optimizing RAG pipelines.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/rag-rerank-featured-960x540.png)
Jul 30, 2024
Enhancing RAG Pipelines with Re-Ranking
In the rapidly evolving landscape of AI-driven applications, re-ranking has emerged as a pivotal technique to enhance the precision and relevance of enterprise...
8 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/05/three-views-digital-human-1-960x540.jpg)
Jul 18, 2024
Spotlight: UneeQ Revolutionizes Customer Engagement with AI-Powered Digital Human Technology
With the rise of chatbots and virtual assistants, customer interactions have evolved to embrace the versatility of voice and text inputs. However, integrating...
4 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-2-960x540.png)
Jul 18, 2024
Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 2, Performance Tuning
In the first part of the series, we presented an overview of the IVF-PQ algorithm and explained how it builds on top of the IVF-Flat algorithm, using the...
14 MIN READ
![](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/cuvs-ivf-pq-part-1-960x540.png)
Jul 18, 2024
Accelerating Vector Search: RAPIDS cuVS IVF-PQ Part 1, Deep Dive
In this blog post, we continue the series on accelerating vector search using cuVS. Our previous post in the series introduced IVF-Flat, a fast algorithm for...
14 MIN READ
![Illustration showing models and NeMo.](https://developer-blogs.nvidia.com/wp-content/uploads/2024/07/llm-megatron-core-blog-2967200-1920x1080-1-960x540.jpg)
Jul 17, 2024
NVIDIA NeMo Accelerates LLM Innovation with Hybrid State Space Model Support
Today’s large language models (LLMs) are based on the transformer model architecture introduced in 2017. Since then, rapid advances in AI compute performance...
7 MIN READ