---
title: "Product Updates"
mode: "wide"
---

<Snippet file="paper-release.mdx" />

<Tabs>
<Tab title="Python">

<Update label="2025-06-19" description="v0.1.109">

**New Features:**
- **AgentOps:** Added AgentOps integration
- **LM Studio:** Added response_format parameter for LM Studio configuration
- **Examples:** Added Memory agent powered by voice (Cartesia + Agno)

**Improvements:**
- **AI SDK:** Added output_format parameter
- **Client:** Enhanced update method to support metadata
- **Google:** Added Google Genai library support

**Bug Fixes:**
- **Build:** Fixed Build CI failure
- **Pinecone:** Fixed pinecone for async memory

</Update>

<Update label="2025-06-14" description="v0.1.108">

**New Features:**
- **MongoDB:** Added MongoDB Vector Store support
- **Client:** Added client support for summary functionality

**Improvements:**
- **Pinecone:** Fixed pinecone version issues
- **OpenSearch:** Added logger support
- **Testing:** Added python version test environments

</Update>

<Update label="2025-06-11" description="v0.1.107">

**Improvements:**
- **Documentation:** 
  - Updated Livekit documentation migration
  - Updated OpenMemory hosted version documentation
- **Core:** Updated categorization flow
- **Storage:** Fixed migration issues

</Update>

<Update label="2025-06-09" description="v0.1.106">

**New Features:**
- **Cloudflare:** Added Cloudflare vector store support
- **Search:** Added threshold parameter to search functionality
- **API:** Added wildcard character support for v2 Memory APIs

**Improvements:**
- **Documentation:** Updated README docs for OpenMemory environment setup
- **Core:** Added support for unique user IDs

**Bug Fixes:**
- **Core:** Fixed error handling exceptions

</Update>

<Update label="2025-06-03" description="v0.1.104">

**Bug Fixes:**
- **Vector Stores:** Fixed GET_ALL functionality for FAISS and OpenSearch

</Update>

<Update label="2025-06-02" description="v0.1.103">

**New Features:**
- **LLM:** Added support for OpenAI compatible LLM providers with baseUrl configuration

**Improvements:**
- **Documentation:** 
  - Fixed broken links
  - Improved Graph Memory features documentation clarity
  - Updated enable_graph documentation
- **TypeScript SDK:** Updated Google SDK peer dependency version
- **Client:** Added async mode parameter

</Update>

<Update label="2025-05-26" description="v0.1.102">

**New Features:**
- **Examples:** Added Neo4j example
- **AI SDK:** Added Google provider support
- **OpenMemory:** Added LLM and Embedding Providers support

**Improvements:**
- **Documentation:** 
  - Updated memory export documentation
  - Enhanced role-based memory attribution rules documentation
  - Updated API reference and messages documentation
  - Added Mastra and Raycast documentation
  - Added NOT filter documentation for Search and GetAll V2
  - Announced Claude 4 support
- **Core:** 
  - Removed support for passing string as input in client.add()
  - Added support for sarvam-m model
- **TypeScript SDK:** Fixed types from message interface

**Bug Fixes:**
- **Memory:** Prevented saving prompt artifacts as memory when no new facts are present
- **OpenMemory:** Fixed typos in MCP tool description

</Update>

<Update label="2025-05-15" description="v0.1.101">

**New Features:**
- **Neo4j:** Added base label configuration support

**Improvements:**
- **Documentation:** 
  - Updated Healthcare example index
  - Enhanced collaborative task agent documentation clarity
  - Added criteria-based filtering documentation
- **OpenMemory:** Added cURL command for easy installation
- **Build:** Migrated to Hatch build system

</Update>

<Update label="2025-05-10" description="v0.1.100">

**New Features:**
- **Memory:** Added Group Chat Memory Feature support
- **Examples:** Added Healthcare assistant using Mem0 and Google ADK

**Bug Fixes:**
- **SSE:** Fixed SSE connection issues
- **MCP:** Fixed memories not appearing in MCP clients added from Dashboard

</Update>

<Update label="2025-05-07" description="v0.1.99">

**New Features:**
- **OpenMemory:** Added OpenMemory support
- **Neo4j:** Added weights to Neo4j model
- **AWS:** Added support for Opsearch Serverless
- **Examples:** Added ElizaOS Example

**Improvements:**
- **Documentation:** Updated Azure AI documentation
- **AI SDK:** Added missing parameters and updated demo application
- **OSS:** Fixed AOSS and AWS BedRock LLM

</Update>

<Update label="2025-04-30" description="v0.1.98">

**New Features:**
- **Neo4j:** Added support for Neo4j database
- **AWS:** Added support for AWS Bedrock Embeddings

**Improvements:**
- **Client:** Updated delete_users() to use V2 API endpoints
- **Documentation:** Updated timestamp and dual-identity memory management docs
- **Neo4j:** Improved Neo4j queries and removed warnings
- **AI SDK:** Added support for graceful failure when services are down

**Bug Fixes:**
- Fixed AI SDK filters
- Fixed new memories wrong type
- Fixed duplicated metadata issue while adding/updating memories

</Update>

<Update label="2025-04-23" description="v0.1.97">

**New Features:**
- **HuggingFace:** Added support for HF Inference

**Bug Fixes:**
- Fixed proxy for Mem0

</Update>

<Update label="2025-04-16" description="v0.1.96">

**New Features:**
- **Vercel AI SDK:** Added Graph Memory support

**Improvements:**
- **Documentation:** Fixed timestamp and README links
- **Client:** Updated TS client to use proper types for deleteUsers
- **Dependencies:** Removed unnecessary dependencies from base package

</Update>

<Update label="2025-04-09" description="v0.1.95">

**Improvements:**
- **Client:** Fixed Ping Method for using default org_id and project_id
- **Documentation:** Updated documentation

**Bug Fixes:**
- Fixed mem0-migrations issue

</Update>

<Update label="2025-04-26" description="v0.1.94">

**New Features:**
- **Integrations:** Added Memgraph integration
- **Memory:** Added timestamp support
- **Vector Stores:** Added reset function for VectorDBs

**Improvements:**
- **Documentation:** 
  - Updated timestamp and expiration_date documentation
  - Fixed v2 search documentation
  - Added "memory" in EC "Custom config" section
  - Fixed typos in the json config sample

</Update>

<Update label="2025-04-21" description="v0.1.93">

**Improvements:**
- **Vector Stores:** Initialized embedding_model_dims in all vectordbs

**Bug Fixes:**
- **Documentation:** Fixed agno link

</Update>

<Update label="2025-04-18" description="v0.1.92">

**New Features:**
- **Memory:** Added Memory Reset functionality
- **Client:** Added support for Custom Instructions
- **Examples:** Added Fitness Checker powered by memory

**Improvements:**
- **Core:** Updated capture_event
- **Documentation:** Fixed curl for v2 get_all

**Bug Fixes:**
- **Vector Store:** Fixed user_id functionality
- **Client:** Various client improvements

</Update>

<Update label="2025-04-16" description="v0.1.91">

**New Features:**
- **LLM Integrations:** Added Azure OpenAI Embedding Model
- **Examples:** 
  - Added movie recommendation using grok3
  - Added Voice Assistant using Elevenlabs

**Improvements:**
- **Documentation:** 
  - Added keywords AI
  - Reformatted navbar page URLs
  - Updated changelog
  - Updated openai.mdx
- **FAISS:** Silenced FAISS info logs

</Update>

<Update label="2025-04-11" description="v0.1.90">

**New Features:**
- **LLM Integrations:** Added Mistral AI as LLM provider

**Improvements:**
- **Documentation:** 
  - Updated changelog
  - Fixed memory exclusion example
  - Updated xAI documentation
  - Updated YouTube Chrome extension example documentation

**Bug Fixes:**
- **Core:** Fixed EmbedderFactory.create() in GraphMemory
- **Azure OpenAI:** Added patch to fix Azure OpenAI
- **Telemetry:** Fixed telemetry issue

</Update>

<Update label="2025-04-11" description="v0.1.89">

**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

</Update>

<Update label="2025-04-09" description="v0.1.87">

**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

</Update>

<Update label="2025-04-07" description="v0.1.86">

**Improvements:**
- **FAISS:** Added embedding_dims parameter to FAISS vector store

</Update>

<Update label="2025-04-07" description="v0.1.84">

**New Features:**
- **Langchain Embedder:** Added Langchain embedder integration

**Improvements:**
- **Langchain LLM:** Updated Langchain LLM integration to directly pass the Langchain object LLM
</Update>

<Update label="2025-04-07" description="v0.1.83">

**Bug Fixes:**
- **Langchain LLM:** Fixed issues with Langchain LLM integration
</Update>

<Update label="2025-04-07" description="v0.1.82">

**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
</Update>

<Update label="2025-04-02" description="v0.1.79">

**New Features:**
- **FAISS Support:** Added FAISS vector store support

</Update>

<Update label="2025-04-02" description="v0.1.78">

**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`
</Update>

<Update label="2025-03-26" description="v0.1.77">

**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`
</Update>

<Update label="2025-03-19" description="v0.1.76">
**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
</Update>

</Tab>

<Tab title="TypeScript">

<Update label="2025-06-24" description="v2.1.33">
**Improvement :**
- **Client:** Added `immutable` param to `add` method.
</Update>

<Update label="2025-06-20" description="v2.1.32">
**Improvement :**
- **Client:** Made `api_version` V2 as default.
</Update>

<Update label="2025-06-17" description="v2.1.31">
**Improvement :**
- **Client:** Added param `filter_memories`.
</Update>

<Update label="2025-06-06" description="v2.1.30">
**New Features:**
- **OSS:** Added Cloudflare support

**Improvements:**
- **OSS:** Fixed baseURL param in LLM Config.
</Update>

<Update label="2025-05-30" description="v2.1.29">
**Improvements:**
- **Client:** Added Async Mode Param for `add` method.
</Update>

<Update label="2025-05-30" description="v2.1.28">
**Improvements:**
- **SDK:** Update Google SDK Peer Dependency Version.
</Update>

<Update label="2025-05-27" description="v2.1.27">
**Improvements:**
- **OSS:** Added baseURL param in LLM Config.
</Update>
  
<Update label="2025-05-23" description="v2.1.26">
**Improvements:**
- **Client:** Removed type `string` from `messages` interface
</Update>

<Update label="2025-05-08" description="v2.1.25">
**Improvements:**
- **Client:** Improved error handling in client.
</Update>

<Update label="2025-05-06" description="v2.1.24">
**New Features:**
- **Client:** Added new param `output_format` to match Python SDK.
- **Client:** Added new enum `OutputFormat` for `v1.0` and `v1.1`
</Update>

<Update label="2025-05-05" description="v2.1.23">
**New Features:**
- **Client:** Updated `deleteUsers` to use `v2` API.
- **Client:** Deprecated `deleteUser` and added deprecation warning.
</Update>

<Update label="2025-05-02" description="v2.1.22">
**New Features:**
- **Client:** Updated `deleteUser` to use `entity_id` and `entity_type`
</Update>

<Update label="2025-05-01" description="v2.1.21">
**Improvements:**
- **OSS SDK:** Bumped version of `@anthropic-ai/sdk` to `0.40.1`
</Update>

<Update label="2025-04-28" description="v2.1.20">
**Improvements:**
- **Client:** Fixed `organizationId` and `projectId` being asssigned to default in `ping` method
</Update>

<Update label="2025-04-22" description="v2.1.19">
**Improvements:**
- **Client:** Added support for `timestamps`
</Update>

<Update label="2025-04-17" description="v2.1.18">
**Improvements:**
- **Client:** Added support for custom instructions
</Update>

<Update label="2025-04-15" description="v2.1.17">
**New Features:**
- **OSS SDK:** Added support for Langchain LLM
- **OSS SDK:** Added support for Langchain Embedder
- **OSS SDK:** Added support for Langchain Vector Store
- **OSS SDK:** Added support for Azure OpenAI Embedder


**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
- **OSS SDK:** - Updated Azure OpenAI to use new OpenAI SDK
</Update>

<Update label="2025-04-11" description="v2.1.16-patch.1">
**Bug Fixes:**
- **Azure OpenAI:** Fixed issues with Azure OpenAI
</Update>

<Update label="2025-04-11" description="v2.1.16">
**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
</Update>

<Update label="2025-04-09" description="v2.1.15">
**Improvements:**
- **Client:** Added support for Mem0 to work with Chrome Extensions
</Update>

<Update label="2025-04-01" description="v2.1.14">
**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
</Update>

<Update label="2025-03-29" description="v2.1.13">
**Improvements:**
- **Introuced `ping` method to check if API key is valid and populate org/project id**
</Update>

<Update label="2025-03-29" description="AI SDK v1.0.0">
**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`**

</Update>

<Update label="2025-03-26" description="v2.1.12">
**New Features:**
- **Mem0 OSS:** Support infer param

**Improvements:**
- **Updated Supabase TS Docs**
- **Made package size smaller**

</Update>

<Update label="2025-03-19" description="v2.1.11">
**New Features:**
- **Supabase Vector Store Integration**
- **Feedback Method**
</Update>

</Tab>

<Tab title="Platform">

<Update label="2025-06-19" description="">

**New Features:**
- **Rate Limiting:** Implemented comprehensive rate limiting system

**Improvements:**
- **Performance:** Added performance indexes for memory stats query

**Bug Fixes:**
- **Search:** Fixed search events not respecting top-k parameter

</Update>

<Update label="2025-06-18" description="">

**New Features:**
- **Memory Management:** Implemented OpenAI Batch API for Memory Cleaning with fallback
- **Playground:** Added Claude 4 support on Playground

**Improvements:**
- **Memory:** Added ability to update memory metadata

</Update>

<Update label="2025-06-17" description="">

**New Features:**
- **UI:** New Memories Page UI design

</Update>

<Update label="2025-06-16" description="">

**Improvements:**
- **Infrastructure:** Migrated to Application Load Balancer (ALB)

</Update>

<Update label="2025-06-13" description="">

**Improvements:**
- **Memory Management:** Enhanced Memory Management with Cosine Similarity Fallback

</Update>

<Update label="2025-06-11" description="">

**New Features:**
- **OMM:** Added OMM Script and UI functionality

**Improvements:**
- **API:** Added filters validation to semantic_search_v2 endpoint

</Update>

<Update label="2025-06-09" description="">

**New Features:**
- **Intercom:** Set Intercom events for ADD and SEARCH operations
- **OpenMemory:** Added Posthog integration and feedback functionality
- **MCP:** New JavaScript MCP Server with feedback support

**Improvements:**
- **Structured Data:** Enhanced structured data handling in memory management

</Update>

<Update label="2025-06-06" description="">

**New Features:**
- **OAuth:** Added Mem0 OAuth integration
- **OMM:** Added OMM-Mem0 sync for deleted memories

</Update>

<Update label="2025-06-05" description="">

**New Features:**
- **Filters:** Implemented Wildcard Filters and refactored filter logic in V2 Views

</Update>

<Update label="2025-06-02" description="">

**New Features:**
- **OpenMemory Cloud:** Added OpenMemory Cloud support
- **Structured Data:** Added 'structured_attributes' field to Memory model

</Update>

<Update label="2025-05-30" description="">

**New Features:**
- **Projects:** Added version and enable_graph to project views
- **OpenMemory:** Added Postgres support for OpenMemory

</Update>

<Update label="2025-05-19" description="">

**Bug Fixes:**
- **Core:** Fixed unicode error in user_id, agent_id, run_id and app_id

</Update>

</Tab>

<Tab title="Vercel AI SDK">

<Update label="2025-06-15" description="v1.0.6">
**New Features:**
- **Vercel AI SDK:** Added param `filter_memories`.
</Update>

<Update label="2025-05-23" description="v1.0.5">
**New Features:**
- **Vercel AI SDK:** Added support for Google provider.
</Update>

<Update label="2025-05-10" description="v1.0.4">
**New Features:**
- **Vercel AI SDK:** Added support for new param `output_format`.
</Update>

<Update label="2025-05-08" description="v1.0.3">
**Improvements:**
- **Vercel AI SDK:** Added support for graceful failure in cases services are down. 
</Update>

<Update label="2025-05-01" description="v1.0.1">
**New Features:**
- **Vercel AI SDK:** Added support for graph memories
</Update>

</Tab>

</Tabs>