zvec

Usage Instructions

Before starting, understand the following:

1. Development Language: Python or Node.js?

   • Python: use pip install zvec
   • Node.js: use npm install @zvec/zvec

2. Use Cases:

   • RAG document retrieval system
   • Semantic search
   • Multimodal search (image + text)
   • Hybrid search (keywords + semantic)

3. Data Scale:

   • < 100k: use FLAT index (exact search)
   • 100k-10M: use HNSW index (recommended default)

   • 10M: use IVF index (memory optimized)