vector/README.md

Hanzo Vector

High-performance vector search engine for the Hanzo AI platform. Based on Qdrant.

Quick Start

docker run -p 6333:6333 -p 6334:6334 ghcr.io/hanzoai/vector:latest

• REST API on port 6333
• gRPC API on port 6334

Features

• Dense and sparse vector search with filtering and payloads
• Hybrid search combining semantic and keyword matching
• Vector quantization (scalar, product, binary) for memory efficiency
• Distributed deployment with sharding and replication
• HNSW indexing with SIMD acceleration
• Write-ahead logging and snapshot-based persistence
• GPU acceleration (NVIDIA and AMD)

Configuration

Mount a custom config file:

docker run -p 6333:6333 \
  -v $(pwd)/config.yaml:/qdrant/config/production.yaml \
  -v $(pwd)/data:/qdrant/storage \
  ghcr.io/hanzoai/vector:latest

See config/config.yaml for all available options.

Building from Source

cargo build --release --bin qdrant

API

• REST: OpenAPI 3.0 schema in openapi/
• gRPC: Protocol definitions in lib/api/src/grpc/proto/

Links

• Hanzo AI
• GitHub
• Qdrant Documentation (upstream docs)

License

Apache License, Version 2.0. See LICENSE.

---

Based on Qdrant -- vector similarity search engine.