--- title: "Product Updates" mode: "wide" --- **New Features:** - **Langchain Embedder:** Added Langchain embedder integration **Improvements:** - **Langchain LLM:** Updated Langchain LLM integration to directly pass the Langchain object LLM **Bug Fixes:** - **Langchain LLM:** Fixed issues with Langchain LLM integration **New Features:** - **LLM Integrations:** Added support for Langchain LLMs, Google as new LLM and embedder - **Development:** Added development docker compose **Improvements:** - **Output Format:** Set output_format='v1.1' and updated documentation **Documentation:** - **Integrations:** Added LMStudio and Together.ai documentation - **API Reference:** Updated output_format documentation - **Integrations:** Added PipeCat integration documentation - **Integrations:** Added Flowise integration documentation for Mem0 memory setup **Bug Fixes:** - **Tests:** Fixed failing unit tests **New Features:** - **FAISS Support:** Added FAISS vector store support **New Features:** - **Livekit Integration:** Added Mem0 livekit example - **Evaluation:** Added evaluation framework and tools **Documentation:** - **Multimodal:** Updated multimodal documentation - **Examples:** Added examples for email processing - **API Reference:** Updated API reference section - **Elevenlabs:** Added Elevenlabs integration example **Bug Fixes:** - **OpenAI Environment Variables:** Fixed issues with OpenAI environment variables - **Deployment Errors:** Added `package.json` file to fix deployment errors - **Tools:** Fixed tools issues and improved formatting - **Docs:** Updated API reference section for `expiration date` **Bug Fixes:** - **OpenAI Environment Variables:** Fixed issues with OpenAI environment variables - **Deployment Errors:** Added `package.json` file to fix deployment errors - **Tools:** Fixed tools issues and improved formatting - **Docs:** Updated API reference section for `expiration date` **New Features:** - **Supabase Vector Store:** Added support for Supabase Vector Store - **Supabase History DB:** Added Supabase History DB to run Mem0 OSS on Serverless - **Feedback Method:** Added feedback method to client **Bug Fixes:** - **Azure OpenAI:** Fixed issues with Azure OpenAI - **Azure AI Search:** Fixed test cases for Azure AI Search **New Features:** - **Mastra Example:** Added Mastra example - **Integrations:** Added Flowise integration documentation for Mem0 memory setup **Improvements:** - **Demo:** Updated Demo Mem0AI - **Client:** Enhanced Ping method in Mem0 Client - **AI SDK:** Updated AI SDK implementation **Improvements:** - **Introuced `ping` method to check if API key is valid and populate org/project id** **New Features:** - **Vercel AI SDK Update:** Support threshold and rerank **Improvements:** - **Made add calls async to avoid blocking** - **Bump `mem0ai` to use `2.1.12`** **New Features:** - **Mem0 OSS:** Support infer param **Improvements:** - **Updated Supabase TS Docs** - **Made package size smaller** **New Features:** - **Supabase Vector Store Integration** - **Feedback Method** - **Updated Playground Prompt** - **Send Email on User Addition to Org/Proj** - **Fix Search Entity** - **General Stability & Performance Improvements**