--- title: "Product Updates" mode: "wide" --- **New Features:** - **Langchain Integration:** Added support for Langchain VectorStores - **Examples:** - Added personal assistant example - Added personal study buddy example - Added YouTube assistant Chrome extension example - Added agno example - Updated OpenAI Responses API examples - **Vector Store:** Added capability to store user_id in vector database - **Async Memory:** Added async support for OSS **Improvements:** - **Documentation:** Updated formatting and examples **New Features:** - **Upstash Vector:** Added support for Upstash Vector store **Improvements:** - **Code Quality:** Removed redundant code lines - **Build:** Updated MAKEFILE - **Documentation:** Updated memory export documentation **Improvements:** - **FAISS:** Added embedding_dims parameter to FAISS vector store **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:** - **OSS SDK:** Added support for Langchain LLM - **OSS SDK:** Added support for Langchain Embedder - **OSS SDK:** Added support for Langchain Vector Store **Improvements:** - **OSS SDK:** Changed `model` in LLM and Embedder to use type any from `string` to use langchain llm models - **OSS SDK:** Added client to vector store config for langchain vector store **Bug Fixes:** - **Azure OpenAI:** Fixed issues with Azure OpenAI **New Features:** - **Azure OpenAI:** Added support for Azure OpenAI - **Mistral LLM:** Added Mistral LLM integration in OSS **Improvements:** - **Zod:** Updated Zod to 3.24.1 to avoid conflicts with other packages **Improvements:** - **Client:** Added support for Mem0 to work with Chrome Extensions **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** **New Features:** - **Memory Management:** - Added ability to delete memories from Project level with filters - Added delete memories capability on Memories Page - **Memory Visualization:** Released V1 Graph Memory Visualization - **Graph Playground:** Enabled for @mem0.ai users - **Notifications:** Added email alerts to organization owners when new members join - **Memory Export:** Added date support for filtering memory exports **Improvements:** - **Performance:** - Optimized graph for better performance - Optimized database calls in ADD method - **Analytics:** Added flagging of paid users in Posthog - **CI/CD:** Improved CI pipeline and fixed lint issues **New Features:** - **Notifications:** Implemented email notifications for organization owners when new members join **Improvements:** - **CI/CD:** Fixed Dockerfile for CI tests **Improvements:** - **Integrations:** Updated chat model for Together Qwen - **Platform:** Removed older platforms - **Bug Fixes:** Fixed FILTER_MAPPING **New Features:** - **Memory:** Added implicit memory capabilities - **API:** Improved implicit lambda and get_all v2 functionality **New Features:** - **Integrations:** Added Clay integration **Improvements:** - **Integrations:** Removed deepseek coder from Together - **API:** Added custom instructions for add v2 **Security:** - **Validation:** Added key validation in messages - **Updated Playground Prompt** - **Send Email on User Addition to Org/Proj** - **Fix Search Entity** - **General Stability & Performance Improvements**