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feat: add model error traceback

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#940 In MemTensor/MemOS;

· CarltonXiang opened on Jan 21, 2026

feat: Introduce Recency Bias via Temporal Weighting in Memory Retrieval

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#939 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Enhance Multimodal Memory Extraction: Integrated Text-Image Contextual

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#938 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

fix: json loads error

bugSomething isn't workingSomething isn't working

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#934 In MemTensor/MemOS;

· whipser030 opened on Jan 21, 2026

feat: Optimize Deduplication for Fragmented Facts in Fine Mode

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#933 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Enhance the memory engine's ability to handle evolving information and eliminate interference from outdated or conflicting facts

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#932 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

fix: Loss of User Identity Information During Memory Extraction

bugSomething isn't workingSomething isn't working

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#931 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Expand deleteMemory API with Attribute-Based Bulk Deletion

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#930 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Deduplication Mechanism Between Explicit Preference and Factual Memories

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#929 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Enable Similarity Thresholding in APISearchRequest

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#928 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Introduce Standardized file_id in TextualMemoryMetadata for Streamlined Traceability

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#927 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026

feat: Support global retrieval scope using 'all' in readable_cube_ids

enhancementNew feature or requestNew feature or request

pendingPending items to be addressed | 待解决事项。Pending items to be addressed | 待解决事项。

Status: Open.

#926 In MemTensor/MemOS;

· starsalwaysineyes opened on Jan 21, 2026