Product Updates

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

Improvements:

• Vector Stores: Initialized embedding_model_dims in all vectordbs

Bug Fixes:

• Documentation: Fixed agno link

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

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

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

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

Improvements:

• Client: Added support for timestamps

Improvements:

• Client: Added support for custom instructions

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

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

Improvements:

• Performance: Parallelized embedding calls
• Monitoring: Added timing for LLM calls
• Search: Added category checking in Search V2
• Bug Fixes: Fixed issues with ADD filters
• Graph: Implemented new graph updates

Improvements:

• Memory: Fixed memory export functionality
• Analytics: Added logging for project

Improvements:

• Output: Added memory_type display for ADD output

New Features:

• UI: Added new Pricing Component
• Memory: Implemented Long/Short term memory categorization
• Output: Modified serializer to hide memory_type

Documentation:

• Updated README for deployment

New Features:

• Memory: Added timestamp to ADD call

Bug Fixes:

• Fixed issues with coreV2

New Features:

• Memory: Implemented backdating with migrations and backfilling script

New Features:

• Billing: Integrated Stripe Billing Dashboard
• Admin: Added webhook creation functionality

Bug Fixes:

• Fixed Users Page issues
• Fixed Custom Categories
• Fixed Table components
• Updated Stripe configuration

Improvements:

• Performance: Made Admin panel and Memory Page faster
• Security: Implemented active session cancellation
• Analytics: Added Stripe customer ID capture

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