Intermediate40 min
Vector Database Setup
Configure and optimize vector databases for AI applications
Last updated: 2025-01-05
Prerequisites
- Database basics
- Embedding models
- API development
1. Choose Vector DB
Compare Qdrant, Weaviate, Pinecone, and ChromaDB for your use case.
2. Index Documents
Create embeddings and index your documents for fast similarity search.
3. Optimize Queries
Tune search parameters and implement caching for better performance.