v1.0.0

🚀 What’s New in Mem0 v1.0.0

This release marks a major milestone for Mem0 — 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.

🌟 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

🧠 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 ‘data’ 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

🧩 Documentation Updates

• Updated and refactored core docs by @deshraj & @parshvadaftari
• Added V2 Filter documentation by @whysosaket

👥 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 → v1.0.0](v0.1.118...v1.0.0)

v0.1.118

What's Changed

• feat: Add metadata param to TS-SDK in client.update by @whysosaket in #3415
• fix: Use ConfigDict instead of class-based Config by @gabe-l-hart in #3409
• databricks bug fixes by @hayescode in #3416
• fix: 🐛 replace hardcoded llm provider with provider from config by @ranjithkumar8352 in #3423
• Added support for chromadb cloud by @parshvadaftari in #3436
• updates to the category docs by @prateekchhikara in #3437
• feat(vector-store): Add Valkey vector store support by @swarnaprakash in #3272
• Fix bedrock anthropic models to use system field by @acarbonetto in #3438
• docs: Update Search V2/Get All V2 Filters by @whysosaket in #3450
• Fixes ollama and updates openai dependency by @parshvadaftari in #3452
• fix: correct typo in knowledge graph extraction guidelines by @codexvn in #3449
• Fix json parsing with new memories by @parshvadaftari in #3456
• Feat: Mem0 vector store backend integration for Neptune Analytics by @andy-k-improving in #3453
• Aspen theme for 1.x by @parshvadaftari in #3473
• feat: implement structured exception classes with error codes and sug… by @bkidd1 in #3279
• Add Neptune-DB graph store with vector store by @acarbonetto in #3443
• Added weaviate db test by @parshvadaftari in #3483
• Fixed s3 vectors memory initialization issue from configuration by @abdullahirfann in #3481
• [DOCS] Changing 1.0 to 1.0.0 by @parshvadaftari in #3486
• Refactored example title for aws by @parshvadaftari in #3492
• feat(ai-sdk): added file support for multimodal capabilities with memory context by @whysosaket in #3500
• docs-fix: Quickstart cURL example fixed by @whysosaket in #3503
• [test] Add comprehensive test suite for SQLiteManager by @KarthikeyaKollu in #3494
• Update version to 0.1.118 by @parshvadaftari in #3505

New Contributors

• @gabe-l-hart made their first contribution in #3409
• @ranjithkumar8352 made their first contribution in #3423
• @swarnaprakash made their first contribution in #3272
• @codexvn made their first contribution in #3449
• @bkidd1 made their first contribution in #3279
• @abdullahirfann made their first contribution in #3481
• @KarthikeyaKollu made their first contribution in #3494

Full Changelog: v0.1.117...v0.1.118

v1.0.0beta

🚀 What's New in Beta

This beta release introduces significant improvements to Mem0's core functionality, enhanced vector store integrations, and better LLM provider support.

New Feature

• Added Memgraph compatibility across different versions by @parshvadaftari
• Added Assisstant memory retrieval by @parshvadaftari
• Improved prompt for better memory retrieval by @parshvadaftari
• Reranker support - cohere, zeroentropy, huggingface, sentence transformers and LLMs by @parshvadaftari
• Add GCP auth for better service account support by @parshvadaftari
• Added metadata filtering for the OSS @parshvadaftari

What's Changed

• feat: Add metadata param to TS-SDK in client.update by @whysosaket in #3415
• fix: Use ConfigDict instead of class-based Config by @gabe-l-hart in #3409
• databricks bug fixes by @hayescode in #3416
• fix: 🐛 replace hardcoded llm provider with provider from config by @ranjithkumar8352 in #3423
• Added support for chromadb cloud by @parshvadaftari in #3436
• updates to the category docs by @prateekchhikara in #3437
• feat(vector-store): Add Valkey vector store support by @swarnaprakash in #3272
• Fix bedrock anthropic models to use system field by @acarbonetto in #3438
• docs: Update Search V2/Get All V2 Filters by @whysosaket in #3450
• Fixes ollama and updates openai dependency by @parshvadaftari in #3452
• fix: correct typo in knowledge graph extraction guidelines by @codexvn in #3449
• Fix json parsing with new memories by @parshvadaftari in #3456
• Feat: Mem0 vector store backend integration for Neptune Analytics by @andy-k-improving in #3453

New Contributors

• @gabe-l-hart made their first contribution in #3409
• @ranjithkumar8352 made their first contribution in #3423
• @swarnaprakash made their first contribution in #3272
• @codexvn made their first contribution in #3449

Full Changelog: v0.1.117...v1.0.0beta

v0.1.117

What's Changed

• Update Docs by @deshraj in #3315
• Update llms.txt file by @deshraj in #3321
• AsyncMemory._add_to_vector_store bugfix when no facts found by @AnkushMalaker in #3313
• Add support for graph memory using Kuzu by @sdht0 in #2934
• feat: Vercel AI SDK mem0 package supports self hosted mem0 API by @ArchishmanSengupta in #2634
• Refactor docs by @parshvadaftari in #3335
• feat(vector-store): Add Databricks Mosaic AI vector store support by @hayescode in #3325
• Updated databricks docs by @parshvadaftari in #3336
• feat: add es headers config by @AkisAya in #3088
• Fix dependency and tests and updated docstring by @parshvadaftari in #3337
• Update aws bedrock by @parshvadaftari in #3334
• Fix: Ollama checking model exists by @vuonghuuhung in #2682
• fix-migration-collection-override by @NILAY1556 in #3100
• feature: add Azure Identity for Azure OpenAI and Azure AI Search authentication by @davidatorres in #3262
• Updated discord and dashboard image by @parshvadaftari in #3344
• Add memory export / import feature by @VikramIyer125 in #3345
• Add export_openmemory.sh migration script by @VikramIyer125 in #3352
• Fix typescript docs by @parshvadaftari in #3357
• Add Amazon S3 Vectors Support by @EnzoFanAccount in #3237
• fix: Inconsistent created and updated properties on graph by @andy-k-improving in #3220
• docs fix: remove user_id from from_config by @srishti-git1110 in #3320
• Fix: Missing app_id on Neptune Analytics client by @andy-k-improving in #3278
• Fix missing commas in Kuzu graph INSERT queries by @Padarn in #3358
• Adding custom connection to weaviate connection client to enable client connection to local container by @VikramIyer125 in #3360
• Adding weaviate, faiss, pgvector, chroma, redis, elasticsearch, milvus vector store to openmemory by @VikramIyer125 in #3366
• docs: fix typo in docs/platform/advanced-memory-operations.mdx by @me-tusharchandra in #3348
• replace query_vector args in search method of mongodb vector_stores by @rupamoraczen in #3379
• Refactor PGVector to Use Internal Connection Pools and Context Managers by @Sheharyar570 in #3373
• Bugfix: Pick AWS region from the environment variable correctly by @srishti-git1110 in #3384
• fix(Vercel AI SDK): Streaming not working properly by @whysosaket in #3386
• Fix/new mem mistaken for current fixing #2875 by @johnwlockwood in #2876
• Updated integration docs by @parshvadaftari in #3392
• Updated favicon logo by @parshvadaftari in #3398
• support store for openai by @srishti-git1110 in #3399
• Add version param in search v2 API documentation by @prateekchhikara in #3401
• [FIX] Graph Docs page was missing on the side bar by @prateekchhikara in #3402
• fix: add missing provider for baidu vector db by @WayneCao in #3405
• Release 0.1.117 by @parshvadaftari in #3411

New Contributors

• @AnkushMalaker made their first contribution in #3313
• @sdht0 made their first contribution in #2934
• @ArchishmanSengupta made their first contribution in #2634
• @hayescode made their first contribution in #3325
• @vuonghuuhung made their first contribution in #2682
• @davidatorres made their first contribution in #3262
• @VikramIyer125 made their first contribution in #3345
• @EnzoFanAccount made their first contribution in #3237
• @srishti-git1110 made their first contribution in #3320
• @Padarn made their first contribution in #3358
• @me-tusharchandra made their first contribution in #3348
• @rupamoraczen made their first contribution in #3379
• @Sheharyar570 made their first contribution in #3373

Full Changelog: v0.1.116...v0.1.117

v0.1.116

What's Changed

• Fix failing tests by @parshvadaftari in #3162
• fix: Ignore memgraph index duplicate creation errors by @Colsrch in #3203
• docs: Async Add Announcement by @whysosaket in #3231
• Personalized Search using Tavily + Mem0 by @Itz-Antaripa in #3232
• Update field in docs by @prateekchhikara in #3254
• Personalized Search Example Docs by @Itz-Antaripa in #3259
• feat (pinecone): Add namespace support and improve type safety by @e-biswas in #3216
• Fix indexing when using Qdrant cloud by @parshvadaftari in #3228
• Refactoring from gemini to google ai by @parshvadaftari in #3244
• fixes memgraph async attirbute error by @parshvadaftari in #3209
• fix: add rediscloud search module check for the condition by @lazakrisz in #3192
• Updated psycopg -> 3 by @parshvadaftari in #3271
• Added mulit id filters support for all vectorstores by @parshvadaftari in #3269
• Vercel AI migration to 5.0 by @parshvadaftari in #3223
• ai-sdk/docs: V5 Migration Docs by @whysosaket in #3277
• feat: Add db_name field to MilvusDBConfig and MilvusDB initialization by @moyueheng in #3229
• Update docker compose by @parshvadaftari in #3258
• Refactored base class config for llms by @parshvadaftari in #3241
• Add sslmode pgvector by @parshvadaftari in #3265
• Fix Neo4j Cypher syntax error with agent_id filtering by @DrJsPBs in #3158
• Feat/llm monitoring callback by @johnwlockwood in #2877
• Fix/supported llm params by @parshvadaftari in #3290
• docs: fix search method return value handling in integration and example docs by @HScarb in #3208
• Fixes n_embeddings use and error for memgraph by @parshvadaftari in #3296
• refactor: Improve async handling in AsyncMemory class for better performance by @YuriyTW in #3250
• added simple sanitizer methods for nodes and realtionships by @gajazlikovac in #3021
• refactor: Update batch update method documentation to clarify optiona… by @SudoAnirudh in #2982
• Fix: refer to 61~62, self.config.graph_store.lm.config should be prioritized for usage by @brucewkz in #3043
• docs: Remove unused and missing OS module from examples by @aymenkrifa in #3090
• DOC: Fix missing Neptune Analytics mention on doc by @andy-k-improving in #3264
• Add neptune example notebook and documentation by @acarbonetto in #3224
• Added support for python 3.12 by @parshvadaftari in #3295
• Updated docs for agent_id and run_id by @parshvadaftari in #3294
• Fix failing tests by @parshvadaftari in #3304
• Restrict package version by @parshvadaftari in #3305
• Added sanitation for better relationship mapping by @parshvadaftari in #3300
• Fixing Json import for the psycopg and psycopg2 by @parshvadaftari in #3310
• Update version to 0.1.116 by @whysosaket in #3312

New Contributors

• @Colsrch made their first contribution in #3203
• @e-biswas made their first contribution in #3216
• @lazakrisz made their first contribution in #3192
• @moyueheng made their first contribution in #3229
• @DrJsPBs made their first contribution in #3158
• @HScarb made their first contribution in #3208
• @YuriyTW made their first contribution in #3250
• @gajazlikovac made their first contribution in #3021
• @SudoAnirudh made their first contribution in #2982
• @brucewkz made their first contribution in #3043
• @aymenkrifa made their first contribution in #3090
• @andy-k-improving made their first contribution in #3264

Full Changelog: v0.1.115...v0.1.116

v0.1.115

What's Changed

• Fix: Memgraph Graph Generation Issue by @akshat1423 in #3109
• Security Link updated by @Itz-Antaripa in #3108
• Add metadata field to memory update schema by @whysosaket in #3115
• Fix: Changed keyword from assisstant to secretary by @V-Silpin in #2937
• Abstraction for Project in MemoryClient by @Dev-Khant in #3067
• feat: Memory Exports by @whysosaket in #3117
• Add JavaScript examples for memory export API by @whysosaket in #3119
• Add structured_data_schema to MemoryOptions interface by @whysosaket in #3125
• AWS Bedrock Integration and spell checks by @Itz-Antaripa in #3124
• Update personalized deep research example with GitHub link by @whysosaket in #3136
• Restore and update handle_post_message implementation by @whysosaket in #3152
• Updated livekit 1.0 integration by @parshvadaftari in #3073
• docs: Add comprehensive LLM-friendly documentation by @askdevai-bot in #3154
• Multi-LLM Research Team powered by memory by @Itz-Antaripa in #3160
• Agno Mem0Tools update by @Itz-Antaripa in #3139
• Multiagent Learning System with LlamaIndex by @Itz-Antaripa in #3063
• Content Writing Example Rewrite by @Itz-Antaripa in #3142
• Update Changelog by @Dev-Khant in #3211
• docs: Update for new Project API and deprecation notices by @whysosaket in #3212

New Contributors

• @V-Silpin made their first contribution in #2937
• @askdevai-bot made their first contribution in #3154

Full Changelog: v0.1.114...v0.1.115

v0.1.114

What's Changed

• MongoDB Vector Store misaligned strings and classes by @kirex0 in #3064
• Docs Update Images by @Itz-Antaripa in #3072
• Docs SOC2 and HIPAA update by @Itz-Antaripa in #3075
• Reverting the changes of pip install by @parshvadaftari in #3010
• Openai agents sdk added by @Itz-Antaripa in #3081
• Enhance documentation: Add group chat feature to the list of platform… by @chaithanyak42 in #3077
• Google AI ADK Integration Docs by @Itz-Antaripa in #3086
• Image fixes by @Itz-Antaripa in #3089
• feat: Add Gemini support to TypeScript SDK by @whysosaket in #3093
• Add Gemini Model Support to Vercel AI SDK Provider by @whysosaket in #3094
• Fix: Add missing OpenAI import in vLLM module by @SakshiSrivastava2024 in #3091
• Fixes: Mem0 Setup, Logging, Docs by @Jainish-S in #3080
• Fix the error that occurs when VLLM is called by @Mingxiangyu in #3076
• Fix CI issues related to missing dependency by @deshraj in #3096
• Add Amazon Neptune Analytics graph_store configuration & integration by @acarbonetto in #2949
• Update version to 0.1.114 by @deshraj in #3107

New Contributors

• @kirex0 made their first contribution in #3064
• @SakshiSrivastava2024 made their first contribution in #3091
• @Jainish-S made their first contribution in #3080
• @Mingxiangyu made their first contribution in #3076
• @acarbonetto made their first contribution in #2949

Full Changelog: v0.1.113...v0.1.114

v0.1.113

What's Changed

• Fix: Gemini embedder config and version bump -> 0.1.113 by @Dev-Khant in #3070

Full Changelog: v0.1.112...v0.1.113

v0.1.112

What's Changed

• Add immutable param to add method and bump version by @whysosaket in #3022
• fix: bedrock llm, embeddings, tools, temporary creds by @theagenticguy in #3023
• Platform feature docs revamp by @Itz-Antaripa in #3007
• Link fixes by @Itz-Antaripa in #3034
• fix: Fix memory categorization by updating dependencies and correcting API usage by @ryanrozich in #3005
• fix(ui-backend): resolve provider name format inconsistency in form configuration by @whysosaket in #3041
• Doc: Add async_mode by @Dev-Khant in #3037
• Fix: Gemini Embeddings and LLM by @Dev-Khant in #3050
• Fix mongodb config name by @Dev-Khant in #3052
• version bump -> 0.1.112 by @Dev-Khant in #3058

New Contributors

• @theagenticguy made their first contribution in #3023
• @ryanrozich made their first contribution in #3005

Full Changelog: v0.1.111...v0.1.112

v0.1.111

What's Changed

• Fix: Add MCP Client Integration Guide and update installation commands by @akshat1423 in #2956
• Improve Docs: Agent Id - Mem0 OSS Graph Memory by @akshat1423 in #2969
• Fix: Migrate Gemini Embeddings by @akshat1423 in #3002
• Feature/vllm support by @NILAY1556 in #2981
• Add: Openmemory Augment support by @akshat1423 in #3015
• Add : Openmemory Local Support using New Library by @akshat1423 in #3014
• Add: Json Parsing to solve Hallucination Errors by @akshat1423 in #3013
• version bump -> 0.1.111 by @Dev-Khant in #3016

New Contributors

• @NILAY1556 made their first contribution in #2981

Full Changelog: v0.1.110...v0.1.111