✨ feat(database): added user memory activity by nekomeowww · Pull Request #11680 · lobehub/lobehub

nekomeowww · 2026-01-21T11:39:27Z

💻 Change Type

🔗 Related Issue

Related to #10464

🔀 Description of Change

🧪 How to Test

Tested locally
Added/updated tests
No tests needed

📸 Screenshots / Videos

Before	After
...	...

📝 Additional Information

Summary by Sourcery

Add a new database table and schema for tracking user memory activities, including metadata, associations, and vector-searchable narrative and feedback fields.

New Features:

Introduce the user_memories_activities table to record user memory-related activities with status, timing, and contextual metadata.
Enable vector-based search over activity narratives and feedback via narrative_vector and feedback_vector columns and indexes.
Expose typed models for selecting, inserting, and working with user memory activities in the database layer.

Enhancements:

Document the new user_memories_activities table in the database schema snapshot and migration metadata.

vercel · 2026-01-21T11:39:32Z

The latest updates on your projects. Learn more about Vercel for GitHub.

Project	Deployment	Review	Updated (UTC)
lobehub	Ready	Preview, Comment	Jan 21, 2026 5:43pm

gru-agent · 2026-01-21T11:39:40Z

TestGru Assignment

Summary

Link	CommitId	Status	Reason
Detail	a5b2c52307127b829e785e8432aa038f05f0e664	🚫 Skipped	No files need to be tested {"docs/development/database-schema.dbml":"File path does not match include patterns.","packages/database/migrations/0070_add_user_memory_activities.sql":"File path does not match include patterns.","packages/database/migrations/meta/0070_snapshot.json":"File path does not match include patterns.","packages/database/migrations/meta/_journal.json":"File path does not match include patterns.","packages/database/src/schemas/userMemories/index.ts":"Can not find valuable test target.\nuserMemories: Out of scope - This is a database schema definition using drizzle-orm, not a function or class. It does not contain logic suitable for unit testing.\nuserMemoriesContexts: Out of scope - This is a database schema definition using drizzle-orm, not a function or class. It does not contain…"}

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sourcery-ai · 2026-01-21T11:39:40Z

Reviewer's Guide

Introduces a new user_memories_activities table and associated TypeScript types to store and index rich, vector-searchable user memory activity records linked to users and user_memories.

ER diagram for new user_memories_activities table

erDiagram
  users {
    text id PK
  }

  user_memories {
    varchar255 id PK
    text userId FK
  }

  user_memories_activities {
    varchar255 id PK
    text userId FK
    varchar255 userMemoryId FK
    jsonb metadata
    text tags
    varchar255 activityType
    varchar255 status
    varchar255 timezone
    timestamptz startsAt
    timestamptz endsAt
    jsonb associatedObjects
    jsonb associatedSubjects
    jsonb associatedLocations
    text notes
    text narrative
    vector narrativeVector
    text feedback
    vector feedbackVector
    timestamptz capturedAt
    timestamptz accessedAt
    timestamptz createdAt
    timestamptz updatedAt
  }

  users ||--o{ user_memories : has
  users ||--o{ user_memories_activities : has
  user_memories ||--o{ user_memories_activities : has

Class diagram for new user memory activity types

classDiagram
  class UserMemoryActivity {
    +string id
    +string userId
    +string userMemoryId
    +Record~string, unknown~ metadata
    +string[] tags
    +string activityType
    +string status
    +string timezone
    +Date startsAt
    +Date endsAt
    +AssociatedObject[] associatedObjects
    +AssociatedSubject[] associatedSubjects
    +AssociatedLocation[] associatedLocations
    +string notes
    +string narrative
    +number[] narrativeVector
    +string feedback
    +number[] feedbackVector
    +Date capturedAt
    +Date accessedAt
    +Date createdAt
    +Date updatedAt
  }

  class UserMemoryActivitiesWithoutVectors {
    +string id
    +string userId
    +string userMemoryId
    +Record~string, unknown~ metadata
    +string[] tags
    +string activityType
    +string status
    +string timezone
    +Date startsAt
    +Date endsAt
    +AssociatedObject[] associatedObjects
    +AssociatedSubject[] associatedSubjects
    +AssociatedLocation[] associatedLocations
    +string notes
    +string narrative
    +string feedback
    +Date capturedAt
    +Date accessedAt
    +Date createdAt
    +Date updatedAt
  }

  class NewUserMemoryActivity {
    +string id
    +string userId
    +string userMemoryId
    +Record~string, unknown~ metadata
    +string[] tags
    +string activityType
    +string status
    +string timezone
    +Date startsAt
    +Date endsAt
    +AssociatedObject[] associatedObjects
    +AssociatedSubject[] associatedSubjects
    +AssociatedLocation[] associatedLocations
    +string notes
    +string narrative
    +number[] narrativeVector
    +string feedback
    +number[] feedbackVector
    +Date capturedAt
    +Date accessedAt
    +Date createdAt
    +Date updatedAt
  }

  class AssociatedObject {
    +Record~string, unknown~ extra
    +string name
    +string type
  }

  class AssociatedSubject {
    +Record~string, unknown~ extra
    +string name
    +string type
  }

  class AssociatedLocation {
    +string address
    +string name
    +string[] tags
    +string type
  }

  UserMemoryActivity o-- AssociatedObject : associatedObjects
  UserMemoryActivity o-- AssociatedSubject : associatedSubjects
  UserMemoryActivity o-- AssociatedLocation : associatedLocations

  UserMemoryActivitiesWithoutVectors o-- AssociatedObject : associatedObjects
  UserMemoryActivitiesWithoutVectors o-- AssociatedSubject : associatedSubjects
  UserMemoryActivitiesWithoutVectors o-- AssociatedLocation : associatedLocations

  NewUserMemoryActivity o-- AssociatedObject : associatedObjects
  NewUserMemoryActivity o-- AssociatedSubject : associatedSubjects
  NewUserMemoryActivity o-- AssociatedLocation : associatedLocations

  UserMemoryActivitiesWithoutVectors <|-- UserMemoryActivity
  NewUserMemoryActivity <|-- UserMemoryActivity

File-Level Changes

Change	Details	Files
Add user memory activities schema, migration, and types to support activity-level memory tracking with vector search.	Define userMemoriesActivities pgTable with foreign keys to users and userMemories, activity metadata fields, timestamps, and vector columns for narrative and feedback including HNSW indexes and status/activity-type indexes. Expose UserMemoryActivity, UserMemoryActivitiesWithoutVectors, and NewUserMemoryActivity TypeScript types derived from the new table schema. Add SQL migration 0070_add_user_memory_activities.sql creating the user_memories_activities table with matching columns, foreign keys, indexes, and default timestamp values, and update migration metadata and DBML schema snapshot accordingly.	`packages/database/src/schemas/userMemories/index.ts` `packages/database/migrations/0070_add_user_memory_activities.sql` `packages/database/migrations/meta/_journal.json` `packages/database/migrations/meta/0070_snapshot.json` `docs/development/database-schema.dbml`

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sourcery-ai

Hey - I've found 1 issue, and left some high level feedback:

If user_memories_activities will frequently be queried by userId and/or userMemoryId (e.g., fetching activities for a user or a memory), consider adding btree indexes on these foreign key columns to avoid full-table scans as the table grows.
If you expect to filter or search on tags (and possibly associatedLocations.tags), adding appropriate GIN indexes on these jsonb/array fields could significantly improve query performance for those use cases.

Prompt for AI Agents

Please address the comments from this code review:

## Overall Comments
- If `user_memories_activities` will frequently be queried by `userId` and/or `userMemoryId` (e.g., fetching activities for a user or a memory), consider adding btree indexes on these foreign key columns to avoid full-table scans as the table grows.
- If you expect to filter or search on `tags` (and possibly `associatedLocations.tags`), adding appropriate GIN indexes on these jsonb/array fields could significantly improve query performance for those use cases.

## Individual Comments

### Comment 1
<location> `packages/database/src/schemas/userMemories/index.ts:134-135` </location>
<code_context>
+      .$defaultFn(() => idGenerator('memory'))
+      .primaryKey(),
+
+    userId: text('user_id').references(() => users.id, { onDelete: 'cascade' }),
+    userMemoryId: varchar255('user_memory_id').references(() => userMemories.id, {
+      onDelete: 'cascade',
+    }),
</code_context>

<issue_to_address>
**suggestion (performance):** Consider indexing userId / userMemoryId for common access patterns.

If this table is often queried by `user_id` or `user_memory_id`, adding standard btree indexes on these columns will keep those lookups fast as the table grows, since only the vector and status/activity_type indexes exist today.

Suggested implementation:

```typescript
export const userMemoriesActivities = pgTable(
  'user_memories_activities',
  {
    id: varchar255('id')
      .$defaultFn(() => idGenerator('memory'))
      .primaryKey(),

    userId: text('user_id').references(() => users.id, { onDelete: 'cascade' }),
    userMemoryId: varchar255('user_memory_id').references(() => userMemories.id, {
      onDelete: 'cascade',
    }),

    metadata: jsonb('metadata').$type<Record<string, unknown>>(),
    tags: text('tags').array(),

    activityType: varchar255('activity_type').notNull(),
    status: varchar255('status').notNull().default('pending'),
    timezone: varchar255('timezone'),
    startsAt: timestamptz('starts_at'),
    endsAt: timestamptz('ends_at'),
  },
  (table) => ({
    userMemoriesActivitiesUserIdIdx: index('user_memories_activities_user_id_idx').on(
      table.userId,
    ),
    userMemoriesActivitiesUserMemoryIdIdx: index(
      'user_memories_activities_user_memory_id_idx',
    ).on(table.userMemoryId),

```

1. Ensure `index` is imported from `drizzle-orm/pg-core` in this file (or reused from an existing import), e.g. extend the existing pg-core import to include `index`.
2. If `userMemoriesActivities` already has a third argument defining other indexes (e.g. vector/status/activityType indexes), merge the two by adding the `userMemoriesActivitiesUserIdIdx` and `userMemoriesActivitiesUserMemoryIdIdx` entries into that existing `(table) => ({ ... })` object instead of creating a new one.
</issue_to_address>

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packages/database/src/schemas/userMemories/index.ts

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packages/database/migrations/0070_add_user_memory_activities.sql

codecov · 2026-01-21T11:45:16Z

Codecov Report

✅ All modified and coverable lines are covered by tests.
✅ Project coverage is 74.59%. Comparing base (420fe28) to head (6993ca2).
⚠️ Report is 47 commits behind head on next.

Additional details and impacted files

@@           Coverage Diff           @@
##             next   #11680   +/-   ##
=======================================
  Coverage   74.59%   74.59%           
=======================================
  Files        1187     1187           
  Lines       93616    93616           
  Branches    12412    12412           
=======================================
+ Hits        69836    69837    +1     
+ Misses      23690    23689    -1     
  Partials       90       90

Flag	Coverage Δ
app	`67.64% <ø> (ø)`
database	`93.55% <ø> (ø)`
packages/agent-runtime	`89.18% <ø> (ø)`
packages/context-engine	`85.29% <ø> (ø)`
packages/conversation-flow	`92.41% <ø> (ø)`
packages/file-loaders	`88.66% <ø> (ø)`
packages/memory-user-memory	`69.75% <ø> (ø)`
packages/model-bank	`100.00% <ø> (ø)`
packages/model-runtime	`86.70% <ø> (+<0.01%)`	⬆️
packages/prompts	`79.33% <ø> (ø)`
packages/python-interpreter	`92.90% <ø> (ø)`
packages/ssrf-safe-fetch	`0.00% <ø> (ø)`
packages/utils	`93.25% <ø> (ø)`
packages/web-crawler	`95.62% <ø> (ø)`

Flags with carried forward coverage won't be shown. Click here to find out more.

Components	Coverage Δ
Store	`68.52% <ø> (ø)`
Services	`50.86% <ø> (ø)`
Server	`68.27% <ø> (ø)`
Libs	`41.13% <ø> (ø)`
Utils	`93.82% <ø> (ø)`

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lobehubbot · 2026-01-22T02:25:02Z

❤️ Great PR @nekomeowww ❤️

The growth of the project is inseparable from user feedback and contributions. Thanks for your contribution! If you are interested in the LobeHub developer community, please join our discord and then DM @arvinxx or @canisminor1990. They will invite you to our private developer channel. We are discussing lobe-chat development and sharing AI newsletters from around the world.

This comment was translated by Claude.

Original Content

❤️ Great PR @nekomeowww ❤️

The growth of project is inseparable from user feedback and contribution, thanks for your contribution! If you are interesting with the lobehub developer community, please join our discord and then dm @arvinxx or @canisminor1990. They will invite you to our private developer channel. We are talking about the lobe-chat development or sharing ai newsletter around the world.

## [Version 2.0.0-next.335](v2.0.0-next.334...v2.0.0-next.335) <sup>Released on **2026-01-22**</sup> #### ✨ Features - **database**: Added user memory activity. <br/> <details> <summary><kbd>Improvements and Fixes</kbd></summary> #### What's improved * **database**: Added user memory activity, closes [#11680](#11680) ([0160fbd](0160fbd)) </details> <div align="right"> [![](https://img.shields.io/badge/-BACK_TO_TOP-151515?style=flat-square)](#readme-top) </div>

lobehubbot · 2026-01-22T02:45:14Z

🎉 This PR is included in version 2.0.0-next.335 🎉

The release is available on:

Your semantic-release bot 📦🚀

## [Version 1.153.0](v1.152.0...v1.153.0) <sup>Released on **2026-01-23**</sup> #### ♻ Code Refactoring - **auth**: Remove NEXT_PUBLIC_AUTH_URL env variable. - **model-select**: Migrate FunctionCallingModelSelect to LobeSelect. - **ModelSwitchPanel**: Migrate from Popover to DropdownMenu with virtual scrolling. - **userMemories**: Removed un-used code. - **misc**: Improve memory data with experience and identity, move vercel-react-best-practices skills to .agents directory. #### ✨ Features - **database**: Added user memory activity. - **desktop**: Add legacy local database detection and migration guidance. - **misc**: Add platform-aware download client menu option, add server version check for desktop app, remove Clerk authentication code, skill setting page and skill store, support agent group unpublish agents, support client tasks mode, update the sandbox preinstall libs in sys role. #### 🐛 Bug Fixes - **copilot**: Pass correct scope when creating new session in PageEditor. - **desktop**: Gracefully handle missing update manifest 404 errors. - **model-runtime**: Filter unsupported image types (SVG) before sending to vision models. - **pdf**: Upgrade pdfjs-dist and react-pdf to v5.x. - **sidebar-drawer**: Fix drawer positioning and title style. - **misc**: Fix group broadcast trigger tool use, fix local system tools, fix memory schema, fix multi agent tasks issue, fix multi tasks no summary issue, fix scope issue, fix tool argument scape and improve multi task run, fixed the sandbox tools call when error should use right callback, improve e2e server and complete i18n resources, slove the agent group editor not focus in editdata area, slove the agents header switch agents the lobeAI not show problem, sloved the old removeSessionTopics not work, TypewriterEffect not refreshing on language change, updata cron job ui & fixed commnuity pagenation goto error, update the agentbuilder tools not always use humanIntervention. #### 💄 Styles - **misc**: Improve auto scroll and group profile, update og, update share style. <br/> <details> <summary><kbd>Improvements and Fixes</kbd></summary> #### Code refactoring * **auth**: Remove NEXT_PUBLIC_AUTH_URL env variable, closes [lobehub#11658](https://github.com/jaworldwideorg/OneJA-Bot/issues/11658) ([c0f9875](c0f9875)) * **model-select**: Migrate FunctionCallingModelSelect to LobeSelect, closes [lobehub#11664](https://github.com/jaworldwideorg/OneJA-Bot/issues/11664) ([ad51305](ad51305)) * **ModelSwitchPanel**: Migrate from Popover to DropdownMenu with virtual scrolling, closes [lobehub#11663](https://github.com/jaworldwideorg/OneJA-Bot/issues/11663) ([c9d9dff](c9d9dff)) * **userMemories**: Removed un-used code, closes [lobehub#11713](https://github.com/jaworldwideorg/OneJA-Bot/issues/11713) ([89750fc](89750fc)) * **misc**: Improve memory data with experience and identity, closes [lobehub#11717](https://github.com/jaworldwideorg/OneJA-Bot/issues/11717) ([bdb3eb4](bdb3eb4)) * **misc**: Move vercel-react-best-practices skills to .agents directory, closes [lobehub#11703](https://github.com/jaworldwideorg/OneJA-Bot/issues/11703) ([6df7731](6df7731)) #### What's improved * **database**: Added user memory activity, closes [lobehub#11680](https://github.com/jaworldwideorg/OneJA-Bot/issues/11680) ([0160fbd](0160fbd)) * **desktop**: Add legacy local database detection and migration guidance, closes [lobehub#11682](https://github.com/jaworldwideorg/OneJA-Bot/issues/11682) ([5664b84](5664b84)) * **misc**: Add platform-aware download client menu option, closes [lobehub#11676](https://github.com/jaworldwideorg/OneJA-Bot/issues/11676) ([55abddc](55abddc)) * **misc**: Add server version check for desktop app, closes [lobehub#11710](https://github.com/jaworldwideorg/OneJA-Bot/issues/11710) ([0cf2723](0cf2723)) * **misc**: Remove Clerk authentication code, closes [lobehub#11711](https://github.com/jaworldwideorg/OneJA-Bot/issues/11711) ([395595a](395595a)) * **misc**: Skill setting page and skill store, closes [lobehub#11665](https://github.com/jaworldwideorg/OneJA-Bot/issues/11665) ([d8c0c26](d8c0c26)) * **misc**: Support agent group unpublish agents, closes [lobehub#11687](https://github.com/jaworldwideorg/OneJA-Bot/issues/11687) ([4e060be](4e060be)) * **misc**: Support client tasks mode, closes [lobehub#11666](https://github.com/jaworldwideorg/OneJA-Bot/issues/11666) ([98cf57b](98cf57b)) * **misc**: Update the sandbox preinstall libs in sys role, closes [lobehub#11688](https://github.com/jaworldwideorg/OneJA-Bot/issues/11688) ([404c577](404c577)) #### What's fixed * **copilot**: Pass correct scope when creating new session in PageEditor, closes [lobehub#11714](https://github.com/jaworldwideorg/OneJA-Bot/issues/11714) ([0259270](0259270)) * **desktop**: Gracefully handle missing update manifest 404 errors, closes [lobehub#11625](https://github.com/jaworldwideorg/OneJA-Bot/issues/11625) ([13e95b9](13e95b9)) * **model-runtime**: Filter unsupported image types (SVG) before sending to vision models, closes [lobehub#11698](https://github.com/jaworldwideorg/OneJA-Bot/issues/11698) ([c0c99a7](c0c99a7)) * **pdf**: Upgrade pdfjs-dist and react-pdf to v5.x, closes [lobehub#11686](https://github.com/jaworldwideorg/OneJA-Bot/issues/11686) ([2b620df](2b620df)) * **sidebar-drawer**: Fix drawer positioning and title style, closes [lobehub#11655](https://github.com/jaworldwideorg/OneJA-Bot/issues/11655) ([cf5320e](cf5320e)) * **misc**: Fix group broadcast trigger tool use, closes [lobehub#11646](https://github.com/jaworldwideorg/OneJA-Bot/issues/11646) ([831a9b3](831a9b3)) * **misc**: Fix local system tools, closes [lobehub#11702](https://github.com/jaworldwideorg/OneJA-Bot/issues/11702) ([6548fc7](6548fc7)) * **misc**: Fix memory schema, closes [lobehub#11645](https://github.com/jaworldwideorg/OneJA-Bot/issues/11645) ([3baf780](3baf780)) * **misc**: Fix multi agent tasks issue, closes [lobehub#11672](https://github.com/jaworldwideorg/OneJA-Bot/issues/11672) ([9de773b](9de773b)) * **misc**: Fix multi tasks no summary issue, closes [lobehub#11685](https://github.com/jaworldwideorg/OneJA-Bot/issues/11685) ([26ce317](26ce317)) * **misc**: Fix scope issue, closes [lobehub#11719](https://github.com/jaworldwideorg/OneJA-Bot/issues/11719) ([17adde8](17adde8)) * **misc**: Fix tool argument scape and improve multi task run, closes [lobehub#11691](https://github.com/jaworldwideorg/OneJA-Bot/issues/11691) ([b13bb8a](b13bb8a)) * **misc**: Fixed the sandbox tools call when error should use right callback, closes [lobehub#11721](https://github.com/jaworldwideorg/OneJA-Bot/issues/11721) ([e8fce68](e8fce68)) * **misc**: Improve e2e server and complete i18n resources, closes [lobehub#11678](https://github.com/jaworldwideorg/OneJA-Bot/issues/11678) ([d450dd9](d450dd9)) * **misc**: Slove the agent group editor not focus in editdata area, closes [lobehub#11677](https://github.com/jaworldwideorg/OneJA-Bot/issues/11677) ([9ac84e6](9ac84e6)) * **misc**: Slove the agents header switch agents the lobeAI not show problem, closes [lobehub#11726](https://github.com/jaworldwideorg/OneJA-Bot/issues/11726) ([f45f508](f45f508)) * **misc**: Sloved the old removeSessionTopics not work, closes [lobehub#11671](https://github.com/jaworldwideorg/OneJA-Bot/issues/11671) ([06d41e5](06d41e5)) * **misc**: TypewriterEffect not refreshing on language change, closes [lobehub#11657](https://github.com/jaworldwideorg/OneJA-Bot/issues/11657) ([ba30f46](ba30f46)) * **misc**: Updata cron job ui & fixed commnuity pagenation goto error, closes [lobehub#11700](https://github.com/jaworldwideorg/OneJA-Bot/issues/11700) ([42ad2a0](42ad2a0)) * **misc**: Update the agentbuilder tools not always use humanIntervention, closes [lobehub#11696](https://github.com/jaworldwideorg/OneJA-Bot/issues/11696) ([0d3017b](0d3017b)) #### Styles * **misc**: Improve auto scroll and group profile, closes [lobehub#11725](https://github.com/jaworldwideorg/OneJA-Bot/issues/11725) ([550acc2](550acc2)) * **misc**: Update og, closes [lobehub#11709](https://github.com/jaworldwideorg/OneJA-Bot/issues/11709) ([01cf4e4](01cf4e4)) * **misc**: Update share style, closes [lobehub#11716](https://github.com/jaworldwideorg/OneJA-Bot/issues/11716) ([3c70dfa](3c70dfa)) </details> <div align="right"> [![](https://img.shields.io/badge/-BACK_TO_TOP-151515?style=flat-square)](#readme-top) </div>

dosubot bot added the size:L This PR changes 100-499 lines, ignoring generated files. label Jan 21, 2026

nekomeowww force-pushed the neko/dev/memory-db-activities branch from a5b2c52 to e8b6dcf Compare January 21, 2026 11:40

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✨ feat(database): added user memory activity

923a830

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arvinxx merged commit 0160fbd into next Jan 22, 2026
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arvinxx deleted the neko/dev/memory-db-activities branch January 22, 2026 02:24

lobehubbot added the released on @next label Jan 22, 2026

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✨ feat(database): added user memory activity#11680

✨ feat(database): added user memory activity#11680
arvinxx merged 1 commit intonextfrom
neko/dev/memory-db-activities

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ER diagram for new user_memories_activities table

Class diagram for new user memory activity types

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