Vector Databases 2025
Vector databases are specialized data management systems designed to store, index, and query high-dimensional numerical vectors representing data like text embeddings, images, and audio for AI applications.
Related Technologies
Competition
Competes With
90% confident
pinecone
Direct competitors
Competes With
90% confident
qdrant
Direct competitors
Competes With
90% confident
weaviate
Direct competitors
Competes With
90% confident
milvus
Direct competitors
Competes With
80% confident
chroma
Direct competitors
Alternative To
80% confident
faiss
Can replace or substitute
Alternative To
80% confident
pgvector
Can replace or substitute
Alternative To
70% confident
elasticsearch
Can replace or substitute
Alternative To
70% confident
redis
Can replace or substitute
Integration
Integrates With
90% confident
openai
Official integration support
Integrates With
90% confident
langchain
Official integration support
Integrates With
90% confident
llamaindex
Official integration support
Compatible With
90% confident
docker
Works well together
Compatible With
80% confident
kubernetes
Works well together
Integrates With
80% confident
huggingface
Official integration support