Files
LEANN/docs/roadmap.md
Andy Lee 00f506c0bd docs: Adjust DiskANN positioning in features and roadmap
- features.md: Put HNSW/FAISS first as default, DiskANN as optional
- roadmap.md: Reorder to show HNSW integration before DiskANN
- Consistent with positioning DiskANN as advanced option for large-scale use
2025-08-04 17:53:27 -07:00

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# 📈 Roadmap
## 🎯 Q2 2025
- [X] HNSW backend integration
- [X] DiskANN backend with MIPS/L2/Cosine support
- [X] Real-time embedding pipeline
- [X] Memory-efficient graph pruning
## 🚀 Q3 2025
- [ ] Advanced caching strategies
- [ ] Add contextual-retrieval https://www.anthropic.com/news/contextual-retrieval
- [ ] Add sleep-time-compute and summarize agent! to summarilze the file on computer!
- [ ] Add OpenAI recompute API
## 🌟 Q4 2025
- [ ] Integration with LangChain/LlamaIndex
- [ ] Visual similarity search
- [ ] Query rewrtiting, rerank and expansion