Community
Chain of Agents (COA): Large Language Models Collaborating on Long-Context Tasks
Discover how Chain-of-Agents enhances Large Language Models by effectively managing context injection, improving response quality while addressing token limitations.
Community
Cosmos World Foundation Model Platform for Physical AI
NVIDIA's Cosmos platform enables safe, digital twin training of GenAI models for physical applications, overcoming data scarcity and safety challenges.
Community
Building RAG with Dify and Milvus
Learn how to build Retrieval Augmented Generation (RAG) applications using Dify for orchestration and Milvus for vector storage in this step-by-step guide.
Community
3 Key Patterns to Building Multimodal RAG: A Comprehensive Guide
These multimodal RAG patterns include grounding all modalities into a primary modality, embedding them into a unified vector space, or employing hybrid retrieval with raw data access.
Paper Reading
Enhancing RAG with RA-DIT: A Fine-Tuning Approach to Minimize LLM Hallucinations
RA-DIT, or Retrieval-Augmented Dual Instruction Tuning, is a method for fine-tuning both the LLM and the retriever in a RAG setup to enhance overall response quality.
Community
Prover-Verifier Games Improve Legibility of LLM Outputs
We discussed the checkability training approach to help LLMs generate accurate answers that humans can easily understand and verify.
Paper Reading
RouteLLM: An Open-Source Framework for Navigating Cost-Quality Trade-Offs in LLM Deployment
RouteLLM is an open-source framework that enables developers to efficiently route tasks to the most suitable LLMs based on cost, latency, and accuracy.
Community
LoRA Explained: Low-Rank Adaptation for Fine-Tuning LLMs
LoRA (Low-Rank Adaptation) is a technique for efficiently fine-tuning LLMs by introducing low-rank trainable weight matrices into specific model layers.
Community
How Inkeep and Milvus Built a RAG-driven AI Assistant for Smarter Interaction
Robert Tran, the Co-founder and CTO of Inkeep, shared how Inkeep and Zilliz built an AI-powered assistant for their documentation site.