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2025-07-11 23:06:08 -07:00
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@@ -199,7 +199,7 @@ This ensures the generated files are compatible with your system's protobuf libr
- **DiskANN**: Microsoft's billion-scale ANN algorithm - **DiskANN**: Microsoft's billion-scale ANN algorithm
- **HNSW**: Hierarchical Navigable Small World graphs - **HNSW**: Hierarchical Navigable Small World graphs
- **Coming soon**: ScaNN, Faiss-IVF, NGT - **Coming soon**: ScaNN, Faiss-IVF, NSG
### 📏 Distance Functions ### 📏 Distance Functions
@@ -314,24 +314,22 @@ export NCCL_SOCKET_IFNAME=ens5
## 📈 Roadmap ## 📈 Roadmap
### 🎯 Q1 2024 ### 🎯 Q2 2025
- [X] DiskANN backend with MIPS/L2/Cosine support - [X] DiskANN backend with MIPS/L2/Cosine support
- [X] HNSW backend integration - [X] HNSW backend integration
- [X] Real-time embedding pipeline - [X] Real-time embedding pipeline
- [X] Memory-efficient graph pruning - [X] Memory-efficient graph pruning
### 🚀 Q2 2024 ### 🚀 Q3 2025
- [ ] Distributed search across multiple nodes
- [ ] ScaNN backend support
- [ ] Advanced caching strategies - [ ] Advanced caching strategies
- [ ] Kubernetes deployment guides
### 🌟 Q3 2024
- [ ] GPU-accelerated embedding computation - [ ] GPU-accelerated embedding computation
- [ ] Approximate distance functions
### 🌟 Q4 2025
- [ ] Integration with LangChain/LlamaIndex - [ ] Integration with LangChain/LlamaIndex
- [ ] Visual similarity search - [ ] Visual similarity search