![Evaluating Your Embedding Model](https://assets.zilliz.com/large_Introduction_to_Evaluating_your_Embedding_Models_be01b1e99a.png)
Engineering
Evaluating Your Embedding Model
We'll review some key considerations for selecting a model and a practical example of using Arize Pheonix and RAGAS to evaluate different text embedding models.
![Deploying Vector Databases in Multi-Cloud Environments](https://assets.zilliz.com/large_May_8_Deploying_Vector_Databases_in_Multi_Cloud_Environments_8d2d6ae2b0.png)
VectorDB 101
Deploying Vector Databases in Multi-Cloud Environments
Multi-cloud deployment has become increasingly popular for services looking for as much uptime as possible, with organizations leveraging multiple cloud providers to optimize performance, reliability, and cost-efficiency.
![Hybrid Search: Combining Text and Image for Enhanced Search Capabilities](https://assets.zilliz.com/large_Hybrid_Search_Combining_Text_and_Image_for_Enhanced_Search_Capabilities_c5065add79.png)
Engineering
Hybrid Search: Combining Text and Image for Enhanced Search Capabilities
Milvus enables hybrid sparse and dense vector search and multi-vector search capabilities, simplifying the vectorization and search process.
![Falcon 180B: Advancing Language Models in the AI Frontier](https://assets.zilliz.com/large_Mar_18_Falcon_180_B_Advancing_Language_Models_in_the_AI_Frontier_0291197bd7.png)
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.
![Using Your Vector Database as a JSON (or Relational) Datastore](https://assets.zilliz.com/large_Mar_06_Using_Your_Vector_Database_as_a_JSON_or_Relational_Datastore_1_1_908a2e8149.png)
Engineering
Using Your Vector Database as a JSON (or Relational) Datastore
This simple guide walks you through using your vector database to store and search your structured data.
![What is a Vector Database?](https://assets.zilliz.com/large_20230506_110634_1579ca0d84.png)
VectorDB 101
What is a Vector Database?
A vector database is a fully managed, no-frills solution for storing, indexing, and searching unstructured data through vector embeddings from ML models.
![The Best Vector Database Just Got Better](https://assets.zilliz.com/large_JAN_24_3_use_cases_driving_the_latest_release_1_59c297ae46.png)
Product
The Best Vector Database Just Got Better
Zilliz Cloud's new features drive huge business impact for real-world use cases like autonomous agents, recommenders, and AI-powered drug discovery.
![Training Your Own Text Embedding Model](https://assets.zilliz.com/large_JAN_19_Training_Your_Own_Text_Embedding_Model_63b2fb6e2d.png)
Engineering
Training Your Own Text Embedding Model
Explore how to train your text embedding model using the `sentence-transformers` library and generate our training data by leveraging a pre-trained LLM.
![Sentence Transformers for Long-Form Text](https://assets.zilliz.com/large_Dec_6_Sentence_Transformer_A_Comprehensive_Guide_cd27b87a82.png)
Engineering
Sentence Transformers for Long-Form Text
Learn about sentence transformers for long-form text, Sentence-BERT architecture and use the IMDB dataset for evaluating different embedding models.