Product
Vector Database Visualization: Feder, A Powerful Tool for Similarity Search
We are happy to announce the release of Feder, a powerful visualization tool that can help you see the actual structure of an index and the whole process of a vector similarity search.
Product
Announcing VDBBench 1.0: Open-Source VectorDB Benchmarking with Your Real-World Production Workloads
VDBBench 1.0 offers an open-source benchmarking solution for vector databases, emphasizing real-world production conditions, including streaming data and concurrent workloads.
Case Study
Visualize Reverse Image Search with Feder
Feder allows you to visualize the indexing and search process during a reverse image search. See how it visualizes vector similarity search with an example of searching with IVF_FLAT index.
Engineering
Data Deduplication at Trillion Scale: How to Solve the Biggest Bottleneck of LLM Training
Explore how MinHash LSH and Milvus handle data deduplication at the trillion-scale level, solving key bottlenecks in LLM training for improved AI model performance.
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.