# 📈 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
