🚀 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 https://github.com/mem0ai/mem0/pull/3415
• fix: Use ConfigDict instead of class-based Config by @gabe-l-hart in https://github.com/mem0ai/mem0/pull/3409
• databricks bug fixes by @hayescode in https://github.com/mem0ai/mem0/pull/3416
• fix: :bug: replace hardcoded llm provider with provider from config by @ranjithkumar8352 in https://github.com/mem0ai/mem0/pull/3423
• Added support for chromadb cloud by @parshvadaftari in https://github.com/mem0ai/mem0/pull/3436
• updates to the category docs by @prateekchhikara in https://github.com/mem0ai/mem0/pull/3437
• feat(vector-store): Add Valkey vector store support by @swarnaprakash in https://github.com/mem0ai/mem0/pull/3272
• Fix bedrock anthropic models to use system field by @acarbonetto in https://github.com/mem0ai/mem0/pull/3438
• docs: Update Search V2/Get All V2 Filters by @whysosaket in https://github.com/mem0ai/mem0/pull/3450
• Fixes ollama and updates openai dependency by @parshvadaftari in https://github.com/mem0ai/mem0/pull/3452
• fix: correct typo in knowledge graph extraction guidelines by @codexvn in https://github.com/mem0ai/mem0/pull/3449
• Fix json parsing with new memories by @parshvadaftari in https://github.com/mem0ai/mem0/pull/3456
• Feat: Mem0 vector store backend integration for Neptune Analytics by @andy-k-improving in https://github.com/mem0ai/mem0/pull/3453

New Contributors

• @gabe-l-hart made their first contribution in https://github.com/mem0ai/mem0/pull/3409
• @ranjithkumar8352 made their first contribution in https://github.com/mem0ai/mem0/pull/3423
• @swarnaprakash made their first contribution in https://github.com/mem0ai/mem0/pull/3272
• @codexvn made their first contribution in https://github.com/mem0ai/mem0/pull/3449

Full Changelog: https://github.com/mem0ai/mem0/compare/v0.1.117...v1.0.0beta