![The Path to Production: LLM Application Evaluations and Observability](https://assets.zilliz.com/large_June_04_Path_to_Production_LLM_System_Evaluations_and_Observability_995c581a7b.png)
Engineering
The Path to Production: LLM Application Evaluations and Observability
A recap of Hakan Tekgul’s talk about LLM Evaluation and Troubleshooting at the SF Unstructured Data Meetup.
![Popular Machine-learning Algorithms Behind Vector Searches](https://assets.zilliz.com/large_Mar_26_Accelerated_Vector_Search_05ee0a20a2.png)
Engineering
Popular Machine-learning Algorithms Behind Vector Searches
In this post, we’ll explore the essence of vector searches and some popular machine learning algorithms that power efficient vector search, such as K-Nearest Neighbors (ANN) and Approximate Nearest Neighbors (ANN).
![An Overview of Milvus Storage System and Techniques to Evaluate and Optimize Its Performance](https://assets.zilliz.com/large_How_to_Evaluate_and_Optimize_the_Performance_of_Milvus_Storage_1f165b2c63.png)
Engineering
An Overview of Milvus Storage System and Techniques to Evaluate and Optimize Its Performance
This guide will delve into Milvus' architecture, break down its key storage components, and explore effective techniques to evaluate their performance. An Overview of Milvus Storage System and Techniques to Evaluate and Optimize Its Performance
![Ensuring High Availability of Vector Databases](https://assets.zilliz.com/large_Ensuring_High_Availability_of_Vector_Databases_4a20b55435.png)
VectorDB 101
Ensuring High Availability of Vector Databases
Ensuring high availability is crucial for the operation of vector databases, especially in applications where downtime translates directly into lost productivity and revenue.
![Safeguard Data Integrity: Backup and Recovery in Vector Databases](https://assets.zilliz.com/large_Mar_01_Milvus_Backup_and_Restore_Best_Practice_44e9ae1cd3.png)
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.
![How Sohu Enhances Personalized News Recommendation with Milvus](https://assets.zilliz.com/large_Feb_02_How_Sohu_News_Enhances_Personalized_Recommendations_with_Milvus_c29d27b6c1.png)
Case Study
How Sohu Enhances Personalized News Recommendation with Milvus
Exploring how Sohu enhances its news recommender system with Milvus, achieving 10x faster response times and elevated recommending accuracy.
![Choosing a Vector Database: Milvus vs. Chroma DB](https://assets.zilliz.com/large_Feb_05_Chroma_vs_Milvus_20240202_024325_1633ccfc67.png)
Engineering
Choosing a Vector Database: Milvus vs. Chroma DB
In-depth differences between Milvus and Chroma vector databases
![How VIPSHOP Elevated Its E-commerce Recommender 10x Faster with Milvus](https://assets.zilliz.com/large_How_VIPSHOP_Elevated_its_E_commerce_Recommender_10x_Faster_with_Milvus_9fb4eb2fb9.png)
Case Study
How VIPSHOP Elevated Its E-commerce Recommender 10x Faster with Milvus
Milvus has propelled VIPSHOP's recommender system to 10x faster recommendations, fortified its scalability, and reduced maintenance costs.
![How Mozat's Stylepedia and Milvus Are Redefining Your Closet](https://assets.zilliz.com/large_Mozat_Personalizes_Fashion_Discovery_With_Image_Similarity_Search_Using_Milvus_2e6e2514da.png)
Case Study
How Mozat's Stylepedia and Milvus Are Redefining Your Closet
Learn how Mozat uses Milvus to create an AI-powered image search system.