Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
Engineering
RAG Evaluation Using Ragas
This blog explored key RAG evaluation metrics and their calculation, along with an implementation using the Milvus vector database and the Ragas package.
Engineering
Falcon 180B: Advancing Language Models in the AI Frontier
This report condenses and elaborates on the Falcon series of LLMs model architecture, dataset considerations, training strategy, and performance metrics.
Engineering
Everything You Need to Know About Zero Shot Learning
A comprehensive guide to Zero-Shot Learning, covering its methodologies, its relations with similarity search, and popular Zero-Shot Classification Models.
Engineering
Benchmarking Vector Database Performance: Techniques and Insights
This article digs explicitly into the key evaluation metrics and benchmarking tools for vector databases. Additionally, it offers insights to aid in evaluating vector databases for informed decision-making.
Engineering
Safeguard Data Integrity: Backup and Recovery in Vector Databases
This blog explores data backup and recovery in vectorDBs, their challenges, various methods, and specialized tools to fortify the security of your data assets.
Engineering
Building an AI-driven Car Repair Assistant with Milvus and the OpenAI LLM
How we leverage Milvus and ChatGPT to build an AI-driven car repair assistant for interactive and reliable automotive advice and solutions.
Engineering
Information Retrieval Metrics
Understand Information Retrieval Metrics and learn how to apply these metrics to evaluate your systems.
Engineering
Building an AI Agent for RAG with Milvus and LlamaIndex
A tutorial that walks you through building an AI agent for RAG using Milvus and LlamaIndex
Product
Zilliz Cloud Now Available on Azure Marketplace
So excited to announce Zilliz Cloud is now available on Azure Marketplace after its successful integration into AWS and GCP marketplaces.