What's Changed

• chore: remove legacy v0.x docs and version dropdown by@whysosaket in#4060
• OpenClaw plugin: fix auto-recall injection and auto-capture message drop by@Zlo7 in#4065
• chore: update user facing timestamp for a memory by@MgeeeeK in#4066

New Contributors

• @Zlo7 made their first contribution in#4065
• @MgeeeeK made their first contribution in#4066

Full Changelog:v1.0.3...v1.0.4

Contributors

What's Changed

• feat: add OpenClaw plugin and documentation by@deshraj in#3964
• fix: add OpenClaw to docs navigation by@deshraj in#3965
• chore: add update project options by@whysosaket in#3947

Full Changelog:v1.0.2...v1.0.3

Contributors

What's Changed

• [feat add]FastEmbed embedding for local embeddings by@lucifertrj in#3552
• Fix condition check for memories_result type in Memory class by@aesher9o1 in#3596
• Add Apache Cassandra vector store support by@faizan842 in#3578
• feat: Add configurable embedding similarity threshold for graph store node matching by@ron-42 in#3593
• Fix list_memories endpoint Pydantic validation error by@frederikb96 in#3608
• Fix memory deletion not removing from vector store by@frederikb96 in#3610
• Fix embedder config schema to support embeddingDims and url parameters by@Mrinank-Bhowmick in#3633
• Fix condition check for memories_result type in AsyncMemory class by@rahulsharmavishwakarma in#3621
• Add redirect to new apis doc page by@prateekchhikara in#3639
• fix: Prevent Mock object issues in graph memory tests by@ron-42 in#3627
• Fix: Add missing filter methods to AsyncMemory by@frederikb96 in#3624
• Fix REST API infer parameter ignored by@frederikb96 in#3607
• Add delete_memories MCP tool for targeted deletion by@frederikb96 in#3616
• feat(api): add vector store configuration endpoints by@vedant381 in#3583
• [fix] list' object has no attribute 'id' - Id fault with chroma pinecone and other providers by@parthshr370 in#3693
• Add Strands agent (with AWS ElastiCache and Neptune) example mention in Joint blog post by Mem0 and AWS by@swarnaprakash in#3824
• chore: remove unnecessary dependencies from Vercel AI SDK to reduce package size by@whysosaket in#3856
• (ts-sdk-update): Update for TypeScript SDK v2.2. by@whysosaket in#3865
• feat(ts-sdk): add support for keyword arguments in add and search methods by@whysosaket in#3895
• INTPYTHON-722 - Add DriverInfo metadata to MongoDB vector store by@NoahStapp in#3648
• chore: do a disk cleanup in gh actions by@whysosaket in#3899
• (fix): mongodb distribution name, azure ai search, and workflow trigger by@whysosaket in#3900
• (version-bump): update the project version to v1.0.2 by@whysosaket in#3902

New Contributors

• @aesher9o1 made their first contribution in#3596
• @faizan842 made their first contribution in#3578
• @ron-42 made their first contribution in#3593
• @rahulsharmavishwakarma made their first contribution in#3621
• @parthshr370 made their first contribution in#3603
• @NoahStapp made their first contribution in#3648

Full Changelog:v1.0.0...v1.0.2

Contributors

🚀 What’s New in Mem0 v1.0.0

This release marks a major milestone for Mem0 — introducingv1.0.0 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

• AddedAzure MySQL support for improved cloud database flexibility by@parshvadaftari
• IntroducedAzure AI Search Vector Store support for the TypeScript SDK by@G26karthik
• AddedTool Call support for LangchainLLM by@soapun
• Enabledcustom model and parameters for Hugging Face withhuggingface_base_url by@vedant381
• Addeddefault LLM configuration updates for streamlined setup by@parshvadaftari
• Enabledasync 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

• Refactoredv2 search and update examples by@parshvadaftari
• FixedDatabricks Vector Store integration by@hayescode
• FixedMilvus DB bug and added test coverage by@parshvadaftari
• FixedWeaviate search method by@matanco1
• Fixednon-serializable objects in config deepcopy by@lsvishaal
• Fixedbug with thinking LLM in vLLM by@dog-last
• Fixedlicense and README metadata by@lsvishaal
• Fixedhardcoded embedding dimensions andTypeScript build issues by@Mrinank-Bhowmick
• Fixedmissing ‘data’ key handling during search operations by@lsvishaal
• ImprovedGet Memories playground and documentation examples by@parshvadaftari
• Addeddetailed explanation foroutput_format v1.1 parameter by@lsvishaal
• Updateddependency compatibility with OpenAI 2.x by@yashikabadaya
• Updatedmain script and removed stale code by@deshraj
• Addedversion=v2 as default param in AI SDKadd calls by@whysosaket
• Validatedembedding_dims for Kuzu integration by@soapun

🧩 Documentation Updates

• Updated and refactored core docs by@deshraj &@parshvadaftari
• AddedV2 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)

Contributors

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

Contributors

🚀 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

Contributors

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: Inconsistentcreated andupdated properties on graph by@andy-k-improving in#3220
• docs fix: removeuser_id fromfrom_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
• supportstore 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

Contributors

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

Contributors

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

Contributors

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

Contributors