Weaviate
AI-Native Vector Database
An open-source vector database with native hybrid search, built-in vectorization modules, AI agents, and sub-100ms queries — designed from the ground up for AI applications.
Click on any feature node to explore Weaviate's capabilities
Core Capabilities
Hybrid Search
- •Vector similarity (HNSW)
- •BM25 keyword search
- •Combined ranking
- •Metadata filtering
- •Geo-location queries
Built-in Vectorization
- •OpenAI embeddings
- •Cohere integration
- •HuggingFace models
- •Custom model support
- •Image & multimodal
AI Agents
- •Query Agent for natural language
- •Transformation Agent for data ops
- •Personalization Agent
- •Generative search
- •RAG integration
Performance
- •HNSW graph indexing
- •8-bit rotational quantization
- •50% memory compression
- •Sub-100ms queries
- •Billion-scale capacity
Schema & Types
- •Flexible schema definition
- •Cross-references
- •Multi-tenancy
- •Data versioning
- •CRUD operations
Deployment
- •Docker single-node
- •Kubernetes clusters
- •Weaviate Cloud
- •Serverless option
- •Horizontal scaling
Why We Deploy Weaviate
AI-Native Design
Built from scratch for AI workloads. Not a retrofitted database — every feature is designed for semantic search and retrieval.
Hybrid Search Excellence
Combine vector similarity with keyword search in a single query. Get the best results for any search scenario.
No Embedding Pipeline
Built-in vectorization modules handle embeddings automatically. Connect your model of choice and store data directly.
Production Performance
Sub-100ms queries at billion-vector scale. 8-bit quantization cuts memory by 50% without sacrificing accuracy.
Native AI Agents
Query Agent understands natural language. Transformation Agent handles data operations. Built-in intelligence.
Open Source Freedom
Self-host with full control, or use managed cloud. No lock-in, predictable pricing, and active community.
Common Use Cases
Organizations deploy Weaviate to power semantic search, RAG applications, and AI-driven experiences.
Ready for AI-Native Search?
We can help you deploy and integrate Weaviate for your semantic search and RAG applications.