ts-v3.1.3
OpenMOSS/MOSS-TTS-Nanots-v3.1.3Aug 1, 2026by kartik-mem0
AI Summary
Adds Qdrant server-side BM25 search, fixes critical pagination bugs in vector stores, and patches numerous security vulnerabilities.
Key Highlights
- Added Qdrant server-side BM25 keywordSearch() and payload filter indexes
- Fixed deleteAll() to paginate in batches of 1000
- Fixed Supabase list() pagination and RLS probe issues
- Updated default LLM reranker to gpt-5-mini
- Patched 32 high and 57 medium severity vulnerabilities
New Features
- Qdrant server-side BM25 keyword search
- Payload filter indexes for keyword search
Full Release Notes
**New Features:** - **Vector Stores:** Add Qdrant server-side BM25 `keywordSearch()` (requires Qdrant >= 1.15.2) plus payload filter indexes, so keyword search runs without a client-side BM25 dependency ([#5851](https://github.com/mem0ai/mem0/pull/5851)) **Bug Fixes:** - **Core:** `deleteAll()` now paginates through the vector store in batches of 1000 instead of listing once, so accounts with more memories than a single page had the remainder silently left behind ([#4872](https://github.com/mem0ai/mem0/pull/4872)) - **Vector Stores:** Supabase `list()` now paginates past PostgREST's 1000-row cap instead of stopping at the first page, `search()` warns when results may have been truncated by that same cap, and the initialization probe reads a row instead of writing a test vector, so Row Level Security policies that only grant read access no longer fail table verification ([#6695](https://github.com/mem0ai/mem0/pull/6695)) - **Embeddings:** Honor `TOGETHER_API_BASE` in the Together embedder, matching the Together LLM provider, so a custom gateway URL is no longer silently ignored for embeddings ([#6572](https://github.com/mem0ai/mem0/pull/6572)) **Changes:** - **Rerankers:** `RerankerFactory`'s default LLM reranker model is now `gpt-5-mini` (was `gpt-4o-mini`) ([#6703](https://github.com/mem0ai/mem0/pull/6703)) **Security:** - **Dependencies:** Patched 32 high and 57 medium severity dependency vulnerabilities across the pnpm workspace via `pnpm.overrides` (`axios`, `brace-expansion`, `js-yaml`, `postcss`, `protobufjs`, `mongoose`, `tar`, `fast-xml-parser`, `thrift`) ([#6639](https://github.com/mem0ai/mem0/pull/6639))