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This commit is contained in:
Timothy Jaeryang Baek
2026-03-17 17:58:01 -05:00
parent fcf7208352
commit de3317e26b
220 changed files with 17200 additions and 22836 deletions
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backend/open_webui/routers/memories.py
+41 -62
View File
@@ -23,7 +23,7 @@ router = APIRouter()
############################
@router.get("/", response_model=list[MemoryModel])
@router.get('/', response_model=list[MemoryModel])
async def get_memories(
request: Request,
user=Depends(get_verified_user),
@@ -35,9 +35,7 @@ async def get_memories(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
@@ -59,7 +57,7 @@ class MemoryUpdateModel(BaseModel):
content: Optional[str] = None
@router.post("/add", response_model=Optional[MemoryModel])
@router.post('/add', response_model=Optional[MemoryModel])
async def add_memory(
request: Request,
form_data: AddMemoryForm,
@@ -75,9 +73,7 @@ async def add_memory(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
@@ -88,13 +84,13 @@ async def add_memory(
vector = await request.app.state.EMBEDDING_FUNCTION(memory.content, user=user)
VECTOR_DB_CLIENT.upsert(
collection_name=f"user-memory-{user.id}",
collection_name=f'user-memory-{user.id}',
items=[
{
"id": memory.id,
"text": memory.content,
"vector": vector,
"metadata": {"created_at": memory.created_at},
'id': memory.id,
'text': memory.content,
'vector': vector,
'metadata': {'created_at': memory.created_at},
}
],
)
@@ -112,7 +108,7 @@ class QueryMemoryForm(BaseModel):
k: Optional[int] = 1
@router.post("/query")
@router.post('/query')
async def query_memory(
request: Request,
form_data: QueryMemoryForm,
@@ -128,9 +124,7 @@ async def query_memory(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
@@ -138,12 +132,12 @@ async def query_memory(
memories = Memories.get_memories_by_user_id(user.id)
if not memories:
raise HTTPException(status_code=404, detail="No memories found for user")
raise HTTPException(status_code=404, detail='No memories found for user')
vector = await request.app.state.EMBEDDING_FUNCTION(form_data.content, user=user)
results = VECTOR_DB_CLIENT.search(
collection_name=f"user-memory-{user.id}",
collection_name=f'user-memory-{user.id}',
vectors=[vector],
limit=form_data.k,
)
@@ -154,7 +148,7 @@ async def query_memory(
############################
# ResetMemoryFromVectorDB
############################
@router.post("/reset", response_model=bool)
@router.post('/reset', response_model=bool)
async def reset_memory_from_vector_db(
request: Request,
user=Depends(get_verified_user),
@@ -173,36 +167,31 @@ async def reset_memory_from_vector_db(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
)
VECTOR_DB_CLIENT.delete_collection(f"user-memory-{user.id}")
VECTOR_DB_CLIENT.delete_collection(f'user-memory-{user.id}')
memories = Memories.get_memories_by_user_id(user.id)
# Generate vectors in parallel
vectors = await asyncio.gather(
*[
request.app.state.EMBEDDING_FUNCTION(memory.content, user=user)
for memory in memories
]
*[request.app.state.EMBEDDING_FUNCTION(memory.content, user=user) for memory in memories]
)
VECTOR_DB_CLIENT.upsert(
collection_name=f"user-memory-{user.id}",
collection_name=f'user-memory-{user.id}',
items=[
{
"id": memory.id,
"text": memory.content,
"vector": vectors[idx],
"metadata": {
"created_at": memory.created_at,
"updated_at": memory.updated_at,
'id': memory.id,
'text': memory.content,
'vector': vectors[idx],
'metadata': {
'created_at': memory.created_at,
'updated_at': memory.updated_at,
},
}
for idx, memory in enumerate(memories)
@@ -217,7 +206,7 @@ async def reset_memory_from_vector_db(
############################
@router.delete("/delete/user", response_model=bool)
@router.delete('/delete/user', response_model=bool)
async def delete_memory_by_user_id(
request: Request,
user=Depends(get_verified_user),
@@ -229,9 +218,7 @@ async def delete_memory_by_user_id(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
@@ -241,7 +228,7 @@ async def delete_memory_by_user_id(
if result:
try:
VECTOR_DB_CLIENT.delete_collection(f"user-memory-{user.id}")
VECTOR_DB_CLIENT.delete_collection(f'user-memory-{user.id}')
except Exception as e:
log.error(e)
return True
@@ -254,7 +241,7 @@ async def delete_memory_by_user_id(
############################
@router.post("/{memory_id}/update", response_model=Optional[MemoryModel])
@router.post('/{memory_id}/update', response_model=Optional[MemoryModel])
async def update_memory_by_id(
memory_id: str,
request: Request,
@@ -271,33 +258,29 @@ async def update_memory_by_id(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
)
memory = Memories.update_memory_by_id_and_user_id(
memory_id, user.id, form_data.content
)
memory = Memories.update_memory_by_id_and_user_id(memory_id, user.id, form_data.content)
if memory is None:
raise HTTPException(status_code=404, detail="Memory not found")
raise HTTPException(status_code=404, detail='Memory not found')
if form_data.content is not None:
vector = await request.app.state.EMBEDDING_FUNCTION(memory.content, user=user)
VECTOR_DB_CLIENT.upsert(
collection_name=f"user-memory-{user.id}",
collection_name=f'user-memory-{user.id}',
items=[
{
"id": memory.id,
"text": memory.content,
"vector": vector,
"metadata": {
"created_at": memory.created_at,
"updated_at": memory.updated_at,
'id': memory.id,
'text': memory.content,
'vector': vector,
'metadata': {
'created_at': memory.created_at,
'updated_at': memory.updated_at,
},
}
],
@@ -311,7 +294,7 @@ async def update_memory_by_id(
############################
@router.delete("/{memory_id}", response_model=bool)
@router.delete('/{memory_id}', response_model=bool)
async def delete_memory_by_id(
memory_id: str,
request: Request,
@@ -324,9 +307,7 @@ async def delete_memory_by_id(
detail=ERROR_MESSAGES.NOT_FOUND,
)
if not has_permission(
user.id, "features.memories", request.app.state.config.USER_PERMISSIONS
):
if not has_permission(user.id, 'features.memories', request.app.state.config.USER_PERMISSIONS):
raise HTTPException(
status_code=status.HTTP_403_FORBIDDEN,
detail=ERROR_MESSAGES.ACCESS_PROHIBITED,
@@ -335,9 +316,7 @@ async def delete_memory_by_id(
result = Memories.delete_memory_by_id_and_user_id(memory_id, user.id, db=db)
if result:
VECTOR_DB_CLIENT.delete(
collection_name=f"user-memory-{user.id}", ids=[memory_id]
)
VECTOR_DB_CLIENT.delete(collection_name=f'user-memory-{user.id}', ids=[memory_id])
return True
return False