Vector Database Stories
From company news to technical tutorials – explore the most popular content on the Zilliz blog.
![Introducing Migration Services: Efficiently Move Unstructured Data Across Platforms](https://assets.zilliz.com/large_Sep_9_Introducing_Migration_Services_Efficiently_Move_Unstructured_Data_Across_Platforms_0166a8d393.png)
Product
Introducing Migration Services: Efficiently Move Unstructured Data Across Platforms
Zilliz has developed and open-sourced the Migration Services based on Apache Seatunnel to efficiently move vector data across platforms.
![New for Zilliz Cloud: Migration Service, Fivetran Connector, Multi-replica, and More](https://assets.zilliz.com/large_new_for_zilliz_cloud_65ae4d76e3.jpeg)
Product
New for Zilliz Cloud: Migration Service, Fivetran Connector, Multi-replica, and More
We're excited to announce new features in Zilliz Cloud designed to enhance support for running AI workloads in production environments.
![Top 10 Best Multimodal AI Models You Should Know](https://assets.zilliz.com/large_Building_a_Multimodal_Product_Recommender_Demo_Using_Milvus_and_Streamlit_1_eb0b36bea0.png)
Community
Top 10 Best Multimodal AI Models You Should Know
Multimodal models are AI systems that simultaneously process and integrate multiple data types.
![How to Load Test an LLM API with Gatling](https://assets.zilliz.com/large_How_to_Load_Test_an_LLM_API_with_Gatling_e738336bdc.png)
Community
How to Load Test an LLM API with Gatling
Load testing simulates real-world traffic to evaluate your API's performance under different conditions. Learn how to load-test LLM or RAG apps with Gatling.
![What is BERT (Bidirectional Encoder Representations from Transformers)?](https://assets.zilliz.com/large_What_is_BERT_Bidirectional_Encoder_Representations_from_Transformers_b5f811ed2f.png)
Community
What is BERT (Bidirectional Encoder Representations from Transformers)?
BERT, or Bidirectional Encoder Representations from Transformers, has dramatically reshaped the landscape of natural language processing (NLP) since its debut by Google in 2018.
![What is Computer Vision?](https://assets.zilliz.com/large_What_is_Computer_Vision_ccfca00fad.png)
Community
What is Computer Vision?
Computer Vision is a field of Artificial Intelligence that enables machines to capture and interpret visual information from the world just like humans do.
![What is a Knowledge Graph (KG)?](https://assets.zilliz.com/large_What_is_a_Knowledge_Graph_bb58e9bf7a.png)
Community
What is a Knowledge Graph (KG)?
A knowledge graph is a data structure representing information as a network of entities and their relationships.
![Scaling Search with Milvus: Handling Massive Datasets with Ease](https://assets.zilliz.com/large_Scaling_Search_with_Milvus_Handling_Massive_Datasets_with_Ease_2_f16d30b715.png)
Engineering
Scaling Search with Milvus: Handling Massive Datasets with Ease
A tutorial on how to scale your search engine with massive amounts of data using the Milvus vector database.
![Relational Databases vs Vector Databases](https://assets.zilliz.com/large_Aug_25_Relational_vs_Vector_7504c24a60.png)
Community
Relational Databases vs Vector Databases
Choosing the right database is crucial. Relational databases manage structured data well, while vector databases excel in unstructured data and AI tasks. However, before adding a vector database it's important to evaluate whether the benefits outweigh the costs.