Continuing our learning journey of Maxime Labonne’s llm-course (lnkd.in/eNZHticu), we experiment with model merge, model evaluation, and model fine-tuning. The possibility of open-source models surpassing proprietary models is growing exponentially! towardsdatascience.com/exploring-merg…

Since the launch in late November 2023, LlamaIndex 🦙 has curated over 50 LlamaPacks to help jump-start your RAG pipeline development. Among these, many advanced retrieval packs emerged. In my latest article, we dive into seven advanced retrieval packs: 🌟 Hybrid Fusion 🌟 Query

Based on a recent paper “Seven Failure Points When Engineering a Retrieval Augmented Generation System” (arxiv.org/pdf/2401.05856…), we explore the seven failure points and propose solutions for each one of them in my latest blog. In addition, we add five more pain points, commonly

Finally! Codellama-70b as Copilot in VSCode! 😱 You can now harness the power of the most advanced code generation model, Code Llama 70B, right in Visual Studio Code with Perplexity This model has outperformed even GPT-4 in code writing, and it's now seamlessly integrated

Adding Noise Increases Performance In RAG! 🤯 RAG has become one of the hottest research topics, and a new research paper is released almost daily. This latest one is especially interesting as it has a counter-intuitive finding. The paper titled "The Power of Noise: Redefining

I enjoyed sharing Llama Guard with "Generative AI In Enterprise" Meetup group (meetup.com/generative-ai-…) last night! Thanks to Ujjal Bhattacharjee for organizing the virtual meetup, and the opportunity to share Llama Guard with the group! youtube.com/watch?v=d5iBCK… Colab notebook:

12 RAG Pain Points and Proposed Solutions 💡 Building production RAG is hard. Wenqi Glantz compiled a list of 12 (!!) RAG pain points + added a full solution list to each one with LlamaIndex 🦙 abstractions 🔥 We’ve put out cheatsheets before, but this one is much more

🚀 Learn how to Build Secure RAG apps in Production *in 60 mins* with LlamaIndex 🦙 + Lighthouz AI (YC S24) + AI at Meta Llama Guard 🌟 RAG apps are all the rage in #AI #GenerativeAI, but how do you build *secure* apps that can be reliably put in production? Join Wenqi Glantz to learn:

We explore NeMo Guardrails, an open-source toolkit developed by NVIDIA for easily adding programmable guardrails to LLM-based conversational systems. We dive into the implementation details on how to add NeMo Guardrails to an RAG pipeline built with

On a quest for enterprise RAG, we explore how we craft RAG microservices from an RAG pipeline POC developed in a Colab notebook. Specifically, we draft our microservices with the following approach: ✅ We use create-llama command line tool offered by LlamaIndex 🦙, which

It was a pleasure presenting at the livestream event today, organized by Neil Kanungo and Ryan Siegler from KDB.AI! I enjoyed the lively discussions with both of them and unpacking some of the RAG pain points and proposed solutions. Check out the recording for

Let’s walk through RAG pain points and solutions! 🧑‍🏫🎬 We’re excited to feature Wenqi Glantz for a video walkthrough video of her popular “12 RAG Pain Points and Solutions” blog post, which is the most comprehensive cheatsheet we’ve seen of pain points that occur at every stage

Trump just dropped his most chilling closing ad of 2024 Wow. 🇺🇸

📣Announcing NVIDIA AgentIQ #opensource library for connecting, evaluating, and accelerating teams of #AIagents. ➡️nvda.ws/4hflUtO Explore techniques to improve AI for code generation and learn how to build a test-driven coding agent using AgentIQ. #GTC25

Happy to share my first NVIDIA Tech Blog post! Inviting you to explore the open-source NVIDIA Agent Intelligence Toolkit, a brilliant resource for building agentic applications. Be sure to add it to your toolkit! bit.ly/438WQzs

Happy to share my joint blog with the Dell Solutions Engineering team on building agentic workflows with NVIDIA Agent Intelligence Toolkit on the Dell AI Factory. Big thanks to the stellar Dell team for their outstanding collaboration! infohub.delltechnologies.com/en-us/p/superc… #NVIDIA

Excited to join the Vertiv AI Solutions Roadshow in Philadelphia to showcase the NVIDIA AI Factory! Our valued partner, Vertiv, optimizes AI infrastructure—power, cooling, racks, and monitoring—for peak performance. The NVIDIA AI Factory, a full-stack solution, manufactures