π Whatβs New in Mem0 v1.0.0
This release marks a major milestone for Mem0 β introducing v1.0.0 with key architectural improvements, expanded vector store integrations, and broader LLM provider compatibility. Expect better performance, more stability, and enhanced developer experience across SDKs.
π New Features
- Added Azure MySQL support for improved cloud database flexibility by @parshvadaftari
- Introduced Azure AI Search Vector Store support for the TypeScript SDK by @G26karthik
- Added Tool Call support for LangchainLLM by @soapun
- Enabled custom model and parameters for Hugging Face with
huggingface_base_url
by @vedant381 - Added default LLM configuration updates for streamlined setup by @parshvadaftari
- Enabled async mode as default for optimized performance by @kk2211
- Reranker support - cohere, zeroentropy, huggingface, sentence transformers and LLMs by @parshvadaftari
- Added metadata filtering for the OSS @parshvadaftari
- Added Assisstant memory retrieval by @parshvadaftari
- Improved prompt for better memory retrieval by @parshvadaftari
π§ Improvements & Fixes
- Refactored v2 search and update examples by @parshvadaftari
- Fixed Databricks Vector Store integration by @hayescode
- Fixed Milvus DB bug and added test coverage by @parshvadaftari
- Fixed Weaviate search method by @matanco1
- Fixed non-serializable objects in config deepcopy by @lsvishaal
- Fixed bug with thinking LLM in vLLM by @dog-last
- Fixed license and README metadata by @lsvishaal
- Fixed hardcoded embedding dimensions and TypeScript build issues by @Mrinank-Bhowmick
- Fixed missing βdataβ key handling during search operations by @lsvishaal
- Improved Get Memories playground and documentation examples by @parshvadaftari
- Added detailed explanation for
output_format v1.1
parameter by @lsvishaal - Updated dependency compatibility with OpenAI 2.x by @yashikabadaya
- Updated main script and removed stale code by @deshraj
- Added version=v2 as default param in AI SDK
add
calls by @whysosaket - Validated embedding_dims for Kuzu integration by @soapun
π§© Documentation Updates
- Updated and refactored core docs by @deshraj & @parshvadaftari
- Added V2 Filter documentation by @whysosaket
π₯ New Contributors
- @lsvishaal made their first contribution in [#3522](#3522)
- @frederikb96 made their first contribution in [#3523](#3523)
- @matanco1 made their first contribution in [#3521](#3521)
- @dog-last made their first contribution in [#3510](#3510)
- @yashikabadaya made their first contribution in [#3533](#3533)
- @soapun made their first contribution in [#3542](#3542)
- @vedant381 made their first contribution in [#3574](#3574)
- @G26karthik made their first contribution in [#3549](#3549)
- @kk2211 made their first contribution in [#3585](#3585)
Full Changelog: [v0.1.118 β v1.0.0](v0.1.118...v1.0.0)