What's Changed

• docs: add MiroFish integration and swarm memory cookbook documentation by @kartik-mem0 in #4373
• chore: remove the integration/mirofish path from docs by @kartik-mem0 in #4399
• fix(ollama): pass tools to client.chat and parse tool_calls from response by @sxu75374 in #4176
• fix(oss): normalize malformed LLM fact output before embedding by @amahuli03 in #4224
• refactor: improve Ollama embedder, normalize model names, add error handling, update tests by @kartik-mem0 in #4403
• fix: pass encoding_format='float' in OpenAI embeddings for proxy compatibility by @AtharvaJaiswal005 in #4058
• fix: forward tools parameter to Gemini API in GoogleLLM (#4380) by @DhilipBinny in #4386
• fix(ts-sdk): externalize all peerDependencies in tsup config by @kartik-mem0 in #4408
• feat(openclaw): improve extraction quality with noise filtering, deduplication, and better instructions by @utkarsh240799 in #4302
• fix(docs): add redirect rules for legacy and moved documentation pages by @whysosaket in #4413
• fix(reranker): support nested llm config in LLMReranker for non-OpenAI providers by @kartik-mem0 in #4405
• fix: add LLM provider detection and defaults to memory config by @kartik-mem0 in #4400
• fix: preserve http_auth in _safe_deepcopy_config for OpenSearch (#3580) by @utkarsh240799 in #4418
• replace hardcoded US/Pacific timezone references with timezone.utc by @amahuli03 in #4404
• fix: handle control characters in LLM JSON responses by @utkarsh240799 in #4420
• feat(test): integration test for ts-sdk by @kartik-mem0 in #4395
• chore: delete obsolete e2e tests by @kartik-mem0 in #4419
• fix: handle truncated code blocks in removeCodeBlocks function by @kartik-mem0 in #4421
• refactor: fix webhook create/update serialization, add payload types, and MEMORY_CATEGORIZED event by @kartik-mem0 in #4429
• fix: wrap vector and payload in lists for Langchain.update by @kartik-mem0 in #4446
• fix: prevent embedding corruption in Valkey and Redis when vector is None (#4336) by @DhilipBinny in #4362
• Improve SEO metadata across documentation pages by @mintlify[bot] in #4447
• feat: add optional API key authentication to REST API server by @utkarsh240799 in #4442
• fix: raise ValueError when deleting nonexistent memory by @kartik-mem0 in #4455
• feat: add MiniMax LLM provider (#4132) by @Himanshu-Sangshetti in #4431
• fix: add missing _parse_response to AzureOpenAIStructuredLLM by @mvanhorn in #4434
• feat: add Apache AGE graph store support by @utkarsh240799 in #4448
• fix: use toCamelCase in redis get method for the payload by @Failfail2603 in #3172
• Fix: add pgvector support to NodeJS OSS VectorStoreFactory (fixes #3491) by @veeceey in #3997

New Contributors

• @sxu75374 made their first contribution in #4176
• @AtharvaJaiswal005 made their first contribution in #4058
• @mintlify[bot] made their first contribution in #4447
• @Himanshu-Sangshetti made their first contribution in #4431
• @mvanhorn made their first contribution in #4434
• @Failfail2603 made their first contribution in #3172
• @veeceey made their first contribution in #3997

Full Changelog: v1.0.6...v1.0.7

What's Changed

• Fix handle malformed entity dicts and None LLM response in memgraph_memory by @liviaellen in #4238
• feat(openclaw): add per-agent memory isolation for multi-agent setups by @utkarsh240799 in #4245
• docs(openclaw): clarify userId is user-defined by @utkarsh240799 in #4277
• fix(openclaw): migrate platform search to mem0 v2 API by @utkarsh240799 in #4276
• fix(ts-sdk): replace sqlite3 with better-sqlite3 to fix native binding resolution by @utkarsh240799 in #4270
• chore(openclaw): bump version to 0.3.0 by @utkarsh240799 in #4283
• fix(docs): correct Deploy with Docker Compose card link by @kartik-mem0 in #4296
• fix(docs): use filters param for search in LiveKit integration by @kartik-mem0 in #4300
• fix(ts-sdk): resolve SQLite db paths correctly in OSS mode by @utkarsh240799 in #4307
• fix(oss): auto-detect embedding dimension to fix Qdrant mismatch with non-OpenAI embedders by @utkarsh240799 in #4297
• feat(skills): add Mem0 Platform Claude Code skill by @kartik-mem0 in #4309
• fix(openclaw): use absolute URL for architecture image in README by @utkarsh240799 in #4311
• fix: add missing 'json' keyword to graph memory prompts (fixes #4248) by @giulio-leone in #4249
• fix OpenAI embedder baseurl by @amahuli03 in #4275
• fix: incorrect database param by @ajmalmohad in #3913
• chore: bump protobuf dependency to 5.29.6 and extend upper bound to 7.0.0 by @kartik-mem0 in #4326
• fix(ts): extract content from code blocks instead of deleting it by @voidborne-d in #4317
• chore(ts-sdk): bump mem0ai version to 2.4.0 by @utkarsh240799 in #4332
• chore(ts-sdk): fix lints by @whysosaket in #4334
• chore(openclaw): add tsup build pipeline with ESM output and type declarations by @whysosaket in #4335
• fix(openclaw): point plugin extension entry to built output for npm compatibility by @whysosaket in #4340
• fix: key error when llm omits entities key tool call by @amahuli03 in #4313
• fix: skip telemetry vector store init when MEM0_TELEMETRY is disabled by @kartik-mem0 in #4351
• fix: remove destructive vector_store.reset() from delete_all() by @kartik-mem0 in #4349
• fix(openclaw): add SQLite resilience for OSS mode initialization by @utkarsh240799 in #4337
• fix(oss): OllamaLLM now respects configured url instead of always falling back to localhost by @kartik-mem0 in #4320
• chore: update langchain dependencies to v1.0.0 by @kartik-mem0 in #4353
• fix: Ensure JSON instruction in prompts for json_object response format (#3559) by @DhilipBinny in #4271
• chore(docs): adding skills.sh installation command in the readme. by @kartik-mem0 in #4350
• chore: bump mem0-ts to 2.4.1, pyproject to 1.0.6, update changelog with bug fixes by @kartik-mem0 in #4361
• docs: fix mintlify build failing by @whysosaket in #4363
• feat: add openclaw checks CI workflow by @whysosaket in #4368
• fix: cast vector_distance to float in Redis search by @utkarsh240799 in #4377
• fix(qdrant): handle 401/403 in ensureCollection for scoped JWTs by @huveewomg in #4356
• feat(mem0-ts): add LM Studio embedder and LLM support by @utkarsh240799 in #4354
• chore: end to end test coverage for ts sdk by @kartik-mem0 in #4357

New Contributors

• @liviaellen made their first contribution in #4238
• @utkarsh240799 made their first contribution in #4245
• @kartik-mem0 made their first contribution in #4296
• @giulio-leone made their first contribution in #4249
• @amahuli03 made their first contribution in #4275
• @ajmalmohad made their first contribution in #3913
• @voidborne-d made their first contribution in #4317
• @DhilipBinny made their first contribution in #4271
• @huveewomg made their first contribution in #4356

Full Changelog: v1.0.5...v1.0.6

What's Changed

• docs: add memory_categorize webhook event type by @MgeeeeK in #4077
• Add source openclaw by @deshraj in #4082
• Update OpenClaw integration architecture diagram by @prathameshagrawal in #4079
• fix: Bug: Openclaw Extension OSS Mode lacks threshold restrictions (#4106) by @mem0-bot[bot] in #4115
• fix(oss): validate LLM fact output via FactRetrievalSchema before embedding by @mgoulart in #4083
• docs: update delete_all to reflect filter validation breaking change by @whysosaket in #4103
• chore(ts-sdk): bump axios to 1.13.6 by @whysosaket in #4177
• fix: disable ph telemetry still calls posthog by @whysosaket in #4203

New Contributors

• @prathameshagrawal made their first contribution in #4079
• @mem0-bot[bot] made their first contribution in #4115
• @mgoulart made their first contribution in #4083

Full Changelog: v1.0.4...v1.0.5

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

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

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

🚀 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)

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

🚀 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

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