quivr/backend/routes/brain_routes.py
2023-06-19 22:46:25 +02:00

158 lines
6.5 KiB
Python

import os
import time
from typing import Optional
from uuid import UUID
from auth.auth_bearer import AuthBearer, get_current_user
from fastapi import APIRouter, Depends, Request
from logger import get_logger
from models.brains import Brain, BrainToUpdate
from models.settings import CommonsDep
from models.users import User
from utils.users import fetch_user_id_from_credentials
logger = get_logger(__name__)
brain_router = APIRouter()
def get_user_brains(commons, user_id):
response = commons['supabase'].from_('brains_users') \
.select('brain_id', {'brainName': 'brains.name'}) \
.join('brains:brain_id=brains_users.brain_id') \
.filter('brains_users.user_id', 'eq', user_id) \
.execute()
return response.data
def get_brain(commons, brain_id):
response = commons['supabase'].from_('brains').select('brainId:brain_id, brainName:brain_name').filter("brain_id", "eq", brain_id).execute()
return response.data
def get_brain_details(commons, brain_id):
response = commons['supabase'].from_('brains').select('*').filter("brain_id", "eq", brain_id).execute()
return response.data
def delete_brain(commons, brain_id):
# Does it also delete it in brains_users and brains_vectors ?
commons['supabase'].table("brains").delete().match({"brain_id": brain_id}).execute()
def create_brain(commons, brain = Brain):
response = commons['supabase'].table("brains").insert(
brain).execute()
return response.data
def create_brain_user(commons, brain_id, user_id, rights):
response = commons['supabase'].table("brains_users").insert(
{ "brain_id": brain_id, "user_id": user_id, "rights": rights}).execute()
return response.data
def create_brain_vector(commons, brain_id, vector_id):
response = commons['supabase'].table("brains_users").insert(
{ "brain_id": brain_id, "vector_id": vector_id}).execute()
return response.data
def get_vector_ids_from_file_sha1(commons, file_sha1: str):
vectorsResponse = commons['supabase'].table("vectors").select("id").filter("metadata->>file_sha1", "eq", file_sha1) \
.execute()
print('vectorsResponse', vectorsResponse.data)
return vectorsResponse.data
def update_brain_fields(commons, brain: BrainToUpdate):
# Need to only get the not undefined brain fields passed Optional['Brain'] -> create a BrainToUpdate type
commons['supabase'].table("brains").update(
{ "brain_name": brain.brain_name}).match({"brain_id": brain.brain_id}).execute()
logger.info(f"Brain {brain.brain_id} updated")
def update_brain_with_file(commons,brain_id:UUID , file_sha1: str ):
# add all the vector Ids to the brains_vectors with the given brain.brain_id
vector_ids = get_vector_ids_from_file_sha1(commons, file_sha1)
for vector_id in vector_ids:
create_brain_vector(commons, brain_id=brain_id, vector_id = vector_id)
# get all brains
@brain_router.get("/brain", dependencies=[Depends(AuthBearer())], tags=["Brain"])
async def brain_endpoint(commons: CommonsDep, current_user: User = Depends(get_current_user)):
"""
Retrieve all brains for the current user.
- `current_user`: The current authenticated user.
- Returns a list of all brains registered for the user.
This endpoint retrieves all the brains associated with the current authenticated user. It returns a list of brains objects
containing the brain ID and brain name for each brain.
"""
user_id = fetch_user_id_from_credentials(commons, {"email": current_user.email})
brains = get_user_brains(commons, user_id)
return {"brains": brains}
# get one brain
@brain_router.get("/brain/{brain_id}", dependencies=[Depends(AuthBearer())], tags=["Brain"])
async def brain_endpoint(commons: CommonsDep, brain_id: UUID):
"""
Retrieve details of a specific brain by brain ID.
- `brain_id`: The ID of the brain to retrieve details for.
- Returns the brain ID and its history.
This endpoint retrieves the details of a specific brain identified by the provided brain ID. It returns the brain ID and its
history, which includes the brain messages exchanged in the brain.
"""
brains = get_brain_details(commons, brain_id)
if len(brains) > 0:
return {"brainId": brain_id, "brainName": brains[0]['brain_name'], "status": brains[0]['status']}
else:
return {"error": f'No brain found with brain_id {brain_id}'}
# delete one brain
@brain_router.delete("/brain/{brain_id}", dependencies=[Depends(AuthBearer())], tags=["Brain"])
async def brain_endpoint(commons: CommonsDep, brain_id: UUID):
"""
Delete a specific brain by brain ID.
"""
delete_brain(commons, brain_id)
return {"message": f"{brain_id} has been deleted."}
# create new brain
@brain_router.post("/brain", dependencies=[Depends(AuthBearer())], tags=["Brain"])
async def brain_endpoint(request: Request, commons: CommonsDep, brain: Brain, current_user: User = Depends(get_current_user)):
"""
Create a new brain with given
brain_name
status
model
max_tokens
temperature
In the brains table & in the brains_users table and put the creator user as 'Owner'
"""
user_id = fetch_user_id_from_credentials(commons, {"email": current_user.email})
created_brain = create_brain(commons, brain)
# create a brain
create_brain_user(created_brain['brain_id'], user_id, rights='Owner')
return {"brainId": created_brain['brain_id'], "brainName": created_brain['brain_name']}
# update existing brain
@brain_router.put("/brain/{brain_id}", dependencies=[Depends(AuthBearer())], tags=["Brain"])
async def brain_endpoint(request: Request, commons: CommonsDep, brain_id: UUID, brain: BrainToUpdate, fileName: Optional[str], current_user: User = Depends(get_current_user)):
"""
Update an existing brain with new brain parameters/files.
If the file is contained in Add file to brain :
if given a fileName/ file sha1 / -> add all the vector Ids to the brains_vectors
Modify other brain fields:
name, status, model, max_tokens, temperature
Return modified brain ? No need -> do an optimistic update
"""
# Add new file to brain , il file_sha1 already exists in brains_vectors -> out (not now)
if brain.file_sha1 :
# add all the vector Ids to the brains_vectors with the given brain.brain_id
update_brain_with_file(commons, brain_id= brain.brain_id, file_sha1=brain.brain_name)
print("brain:", brain)
update_brain_fields(commons, brain)
return {"message": f"Brain {brain_id} has been updated."}