- HNSW backend integration
- DiskANN backend with MIPS/L2/Cosine support
- Real-time embedding pipeline
- Memory-efficient graph pruning
- 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
- Integration with LangChain/LlamaIndex
- Visual similarity search
- Query rewrtiting, rerank and expansion