Compare commits

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98 Commits

Author SHA1 Message Date
086aeea181 Update build-push.yml 2025-03-03 14:12:54 +08:00
1d7c4a87d0 Merge branch 'feat/support-knowledge-metadata' into dev/plugin-deploy 2025-03-03 13:36:13 +08:00
9042b368e9 add metadata migration 2025-03-03 13:35:51 +08:00
f1bcd26c69 Update build-push.yml
remove api image build task
2025-02-28 22:23:30 +08:00
3dcd8b6330 Update build-push.yml 2025-02-28 18:32:41 +08:00
10c088029c Merge branch 'feat/beta-offline-notice' into dev/plugin-deploy 2025-02-28 18:11:39 +08:00
73b1adf862 fix: update notice date 2025-02-28 18:10:48 +08:00
ae76dbd92c fix: update offline notice style 2025-02-28 18:10:13 +08:00
782df0c383 fix: update offline notice style 2025-02-28 18:08:26 +08:00
089207240e fix: add offline notice 2025-02-28 18:08:09 +08:00
53d30d537f Revert "Merge branch 'fix/adjust-price-frontend' into dev/plugin-deploy"
This reverts commit 7710d8e83b, reversing
changes made to 96cf0ed5af.
2025-02-28 18:02:51 +08:00
53512a4650 Revert "Merge branch 'feat/compliance-report-download' into dev/plugin-deploy"
This reverts commit 202a246e83, reversing
changes made to 7710d8e83b.
2025-02-28 18:01:35 +08:00
1fb7dcda24 Merge remote-tracking branch 'origin/dev/plugin-deploy' into dev/plugin-deploy 2025-02-28 16:57:49 +08:00
3c3e0a35f4 add metadata migration 2025-02-28 16:34:11 +08:00
202a246e83 Merge branch 'feat/compliance-report-download' into dev/plugin-deploy 2025-02-28 12:26:27 +08:00
08b968eca5 fix: workspace selector style 2025-02-28 12:25:50 +08:00
b1ac71db3e Merge branch 'main' into feat/compliance-report-download 2025-02-28 11:45:02 +08:00
55405c1a26 fix: update default.conf.template avoid embed.min.js 404 (#13980) 2025-02-28 10:49:19 +08:00
779770dae5 fix: workflow tool file error (#14483) 2025-02-27 20:45:39 +08:00
002b16e1c6 fix: properly escape collectionName in query string parameters (#14476) 2025-02-27 18:59:07 +08:00
7710d8e83b Merge branch 'fix/adjust-price-frontend' into dev/plugin-deploy 2025-02-27 18:14:08 +08:00
cf75fcdffc fix: merge main 2025-02-27 18:04:24 +08:00
6e8601b52c Merge branch 'main' into fix/adjust-price-frontend 2025-02-27 17:57:55 +08:00
96cf0ed5af add metadata migration 2025-02-27 17:21:54 +08:00
ddf9eb1f9a fix: page broke down while rendering node contained img and other elements (#14467) 2025-02-27 16:54:54 +08:00
46a798bea8 dataset metadata fix 2025-02-27 16:23:02 +08:00
bb4fecf3d1 fix(agent node): tool setting and workflow tool. (#14461) 2025-02-27 16:09:13 +08:00
9e258c495d dataset metadata fix 2025-02-27 15:30:37 +08:00
4fbe52da40 fix: update dependencies and improve app detail handling (#14444) 2025-02-27 15:11:42 +08:00
1e3197a1ea Fixes 14217: database retrieve api and chat-messages api response doc_metadata (#14219) 2025-02-27 14:56:46 +08:00
5f692dfce2 fix: update trial tip time to 3/17 (#14452) 2025-02-27 14:02:04 +08:00
78a7d7fa21 fix: handle gitee old name (#14451) 2025-02-27 13:51:27 +08:00
a9dda1554e Fix/custom model credentials (#14450) 2025-02-27 13:35:41 +08:00
c53786d229 dataset metadata update 2025-02-26 19:59:57 +08:00
17f23f4798 Merge branch 'main' into feat/support-knowledge-metadata
# Conflicts:
#	api/core/rag/datasource/retrieval_service.py
#	api/core/workflow/nodes/code/code_node.py
#	api/services/dataset_service.py
2025-02-26 19:59:14 +08:00
67f2c766bc dataset metadata update 2025-02-26 19:56:19 +08:00
9a417bfc5e fix: update database query and model definitions (#14415) 2025-02-26 18:45:12 +08:00
90bc51ed2e fix: refine wording in LICENSE (#14412) 2025-02-26 02:26:25 -08:00
02dc835721 [chore] upgrade bedrock (#14387) 2025-02-26 16:51:20 +08:00
a05e8f0e37 Update ko-KR/workflow.ts (#14377) 2025-02-26 16:45:48 +08:00
b10cbb9b20 fix: update uniqueIdentifier assignment for marketplace plugins (#14385) 2025-02-26 15:12:40 +08:00
1aaab741a0 fix: workflow note editor placeholder (#14380) 2025-02-26 13:55:25 +08:00
bafa46393c chore: change use pnpm doc (#14373) 2025-02-26 11:37:23 +08:00
45d43c41bc chore: remove useless yarn lock file (#14370) 2025-02-26 11:18:39 +08:00
e944646541 fix(docker-compose.yaml): Fix the issue where Docker Compose doesn't … (#14361) 2025-02-26 10:27:11 +08:00
21e1443ed5 chore: cleanup unchanged overridden method in subclasses of BaseNode (#14281) 2025-02-26 09:41:38 +08:00
93a5ffb037 bugfix: db insert error when notion page_name too long (#14316) 2025-02-26 09:38:18 +08:00
d5711589cd fix(html-parser): sanitize unclosed tags in markdown rendering (#14309) 2025-02-26 09:31:29 +08:00
375a359c97 Fix: style of model card info (#14292) 2025-02-26 09:27:52 +08:00
3228bac56d chore: fix Japanese translation for updating tool (#14332) 2025-02-26 09:27:32 +08:00
c66b4e32db fix(i18n): update verification tips for clarity (#14342) 2025-02-25 21:05:46 +08:00
57b60dd51f fix(provider_manager): fix custom provider (#14340)
Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-02-25 20:48:47 +08:00
ff911d0dc5 fix: prioritize fixed model providers in sorting logic (#14338) 2025-02-25 20:28:59 +08:00
7a71498a3e chore(quota): Update deduct quota (#14337)
Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-02-25 20:10:08 +08:00
76bcdc2581 chore(provider_manager): Update hosted model's name (#14334)
Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-02-25 18:47:33 +08:00
91a218b29d fix: adjust width of file uploader component (#14328) 2025-02-25 17:47:48 +08:00
4a6cbda1b4 chore(provider_manager): Update hosted model's name (#14324)
Signed-off-by: -LAN- <laipz8200@outlook.com>
2025-02-25 16:58:57 +08:00
8c08153e33 Fix/plugin badge i18n (#14319) 2025-02-25 16:35:10 +08:00
b44b3866a1 Fix: compatibel with legacy DSL (#14317) 2025-02-25 16:19:34 +08:00
c242bb372b fix: change default theme to light (#14304) 2025-02-25 16:03:33 +08:00
8c9e34133c Fix/disable autoflush in list tools (#14301) 2025-02-25 14:52:08 +08:00
3403ac361a fix: change default theme to light in layout (#14295) 2025-02-25 13:09:23 +08:00
07d6cb3f4a fix: incorrect variable type selection (#13906) 2025-02-25 13:06:58 +08:00
545aa61cf4 fix: tool info (#14293) 2025-02-25 12:56:27 +08:00
9fb78ce827 refactor(tool-engine): Improve tool provider handling with session ma… (#14291) 2025-02-25 12:33:29 +08:00
490b6d092e Fix/plugin race condition (#14253) 2025-02-25 12:20:47 +08:00
42b13bd312 feat: partner badge in marketplace (#14258) 2025-02-25 12:09:37 +08:00
28add22f20 fix: gemini model info (#14282) 2025-02-25 10:48:07 +08:00
5f995fac32 metadata update 2025-02-20 17:13:44 +08:00
f88f9d6970 metadata 2025-02-19 15:50:28 +08:00
d2cc502c71 knowledge metadata 2025-02-17 18:17:26 +08:00
b88194d1c6 fix: regenerate icons; replace iso icon 2025-02-10 16:38:56 +08:00
2b95e54d54 fix: add compliance file name ellipsis support 2025-02-10 16:34:59 +08:00
9bff9b5c9e fix: keep menus under open state when compliance is downloading 2025-02-07 14:16:51 +08:00
3dd2c170e7 fix: only saas version can download compliance 2025-02-07 12:24:52 +08:00
88f41f164f feat: support user download compliance files 2025-02-06 16:47:01 +08:00
cd932519b3 fix: add icon to user profile dropdown menu item 2025-02-05 15:49:50 +08:00
2ff2b08739 Merge branch 'main' into feat/compliance-report-download 2025-02-05 11:23:03 +08:00
a4a45421cc fix: update sandbox log history value in jp 2025-01-23 17:16:54 +08:00
aafab1b59e fix: update sandbox log histroy value 2025-01-23 17:09:44 +08:00
7f49f96c3f fix: update team members value 2025-01-23 17:02:49 +08:00
5673f03db5 fix: update documentsRequestQuota value 2025-01-23 16:30:39 +08:00
278adbc10e fix: update jp translate error 2025-01-23 14:49:04 +08:00
5d4e517397 fix: update billing button disabled style 2025-01-23 14:44:26 +08:00
c2671c16a8 fix: update bill page background opacity 2025-01-23 11:41:10 +08:00
10991cbc03 fix: update bill page background image 2025-01-23 11:06:01 +08:00
3fcf7e88b0 fix: UI adjust 2025-01-22 20:01:00 +08:00
ffa5af1356 fix: supports number format 2025-01-22 19:41:18 +08:00
066516b54d fix: update document limit tooltip content 2025-01-14 18:57:03 +08:00
49415e5e7f fix: update Knowledge Request Ratelimit tooltip text 2025-01-14 16:38:30 +08:00
a697bbdfa7 fix: update i18n 2025-01-09 10:25:04 +08:00
d5c31f8728 fix: update billing i18n in setting modal 2025-01-08 17:58:51 +08:00
508005b741 fix: replace contact sales url address 2025-01-08 14:32:16 +08:00
4f0ecdbb6e fix: use repeat-linear-gradient for GridMask to improve darkmode support 2025-01-07 14:23:19 +08:00
ab2e69faef fix: plan item can not show all content if language is jp 2025-01-07 12:23:17 +08:00
e46a3343b8 fix: new upgrade page 2025-01-07 11:42:41 +08:00
47637da734 wip: adjust self hosted page style 2025-01-06 10:47:38 +08:00
525bde28f6 fix: adjust cloud service 2025-01-03 16:18:24 +08:00
116 changed files with 4672 additions and 15686 deletions

View File

@ -5,6 +5,7 @@ on:
branches:
- "main"
- "deploy/dev"
- "dev/plugin-deploy"
release:
types: [published]

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@ -73,7 +73,7 @@ Dify requires the following dependencies to build, make sure they're installed o
* [Docker](https://www.docker.com/)
* [Docker Compose](https://docs.docker.com/compose/install/)
* [Node.js v18.x (LTS)](http://nodejs.org)
* [npm](https://www.npmjs.com/) version 8.x.x or [Yarn](https://yarnpkg.com/)
* [pnpm](https://pnpm.io/)
* [Python](https://www.python.org/) version 3.11.x or 3.12.x
### 4. Installations

View File

@ -70,7 +70,7 @@ Dify 依赖以下工具和库:
- [Docker](https://www.docker.com/)
- [Docker Compose](https://docs.docker.com/compose/install/)
- [Node.js v18.x (LTS)](http://nodejs.org)
- [npm](https://www.npmjs.com/) version 8.x.x or [Yarn](https://yarnpkg.com/)
- [pnpm](https://pnpm.io/)
- [Python](https://www.python.org/) version 3.11.x or 3.12.x
### 4. 安装

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@ -73,7 +73,7 @@ Dify を構築するには次の依存関係が必要です。それらがシス
- [Docker](https://www.docker.com/)
- [Docker Compose](https://docs.docker.com/compose/install/)
- [Node.js v18.x (LTS)](http://nodejs.org)
- [npm](https://www.npmjs.com/) version 8.x.x or [Yarn](https://yarnpkg.com/)
- [pnpm](https://pnpm.io/)
- [Python](https://www.python.org/) version 3.11.x or 3.12.x
### 4. インストール

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@ -72,7 +72,7 @@ Dify yêu cầu các phụ thuộc sau để build, hãy đảm bảo chúng đ
- [Docker](https://www.docker.com/)
- [Docker Compose](https://docs.docker.com/compose/install/)
- [Node.js v18.x (LTS)](http://nodejs.org)
- [npm](https://www.npmjs.com/) phiên bản 8.x.x hoặc [Yarn](https://yarnpkg.com/)
- [pnpm](https://pnpm.io/)
- [Python](https://www.python.org/) phiên bản 3.11.x hoặc 3.12.x
### 4. Cài đặt

23
LICENSE
View File

@ -1,12 +1,12 @@
# Open Source License
Dify is licensed under the Apache License 2.0, with the following additional conditions:
Dify is licensed under a modified version of the Apache License 2.0, with the following additional conditions:
1. Dify may be utilized commercially, including as a backend service for other applications or as an application development platform for enterprises. Should the conditions below be met, a commercial license must be obtained from the producer:
a. Multi-tenant service: Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment.
a. Multi-tenant service: Unless explicitly authorized by Dify in writing, you may not use the Dify source code to operate a multi-tenant environment.
- Tenant Definition: Within the context of Dify, one tenant corresponds to one workspace. The workspace provides a separated area for each tenant's data and configurations.
b. LOGO and copyright information: In the process of using Dify's frontend, you may not remove or modify the LOGO or copyright information in the Dify console or applications. This restriction is inapplicable to uses of Dify that do not involve its frontend.
- Frontend Definition: For the purposes of this license, the "frontend" of Dify includes all components located in the `web/` directory when running Dify from the raw source code, or the "web" image when running Dify with Docker.
@ -21,19 +21,4 @@ Apart from the specific conditions mentioned above, all other rights and restric
The interactive design of this product is protected by appearance patent.
© 2024 LangGenius, Inc.
----------
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
© 2025 LangGenius, Inc.

View File

@ -2,6 +2,7 @@ import logging
import time
from configs import dify_config
from contexts.wrapper import RecyclableContextVar
from dify_app import DifyApp
@ -16,6 +17,12 @@ def create_flask_app_with_configs() -> DifyApp:
dify_app = DifyApp(__name__)
dify_app.config.from_mapping(dify_config.model_dump())
# add before request hook
@dify_app.before_request
def before_request():
# add an unique identifier to each request
RecyclableContextVar.increment_thread_recycles()
return dify_app

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@ -2,6 +2,8 @@ from contextvars import ContextVar
from threading import Lock
from typing import TYPE_CHECKING
from contexts.wrapper import RecyclableContextVar
if TYPE_CHECKING:
from core.plugin.entities.plugin_daemon import PluginModelProviderEntity
from core.tools.plugin_tool.provider import PluginToolProviderController
@ -12,8 +14,17 @@ tenant_id: ContextVar[str] = ContextVar("tenant_id")
workflow_variable_pool: ContextVar["VariablePool"] = ContextVar("workflow_variable_pool")
plugin_tool_providers: ContextVar[dict[str, "PluginToolProviderController"]] = ContextVar("plugin_tool_providers")
plugin_tool_providers_lock: ContextVar[Lock] = ContextVar("plugin_tool_providers_lock")
"""
To avoid race-conditions caused by gunicorn thread recycling, using RecyclableContextVar to replace with
"""
plugin_tool_providers: RecyclableContextVar[dict[str, "PluginToolProviderController"]] = RecyclableContextVar(
ContextVar("plugin_tool_providers")
)
plugin_tool_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(ContextVar("plugin_tool_providers_lock"))
plugin_model_providers: ContextVar[list["PluginModelProviderEntity"] | None] = ContextVar("plugin_model_providers")
plugin_model_providers_lock: ContextVar[Lock] = ContextVar("plugin_model_providers_lock")
plugin_model_providers: RecyclableContextVar[list["PluginModelProviderEntity"] | None] = RecyclableContextVar(
ContextVar("plugin_model_providers")
)
plugin_model_providers_lock: RecyclableContextVar[Lock] = RecyclableContextVar(
ContextVar("plugin_model_providers_lock")
)

65
api/contexts/wrapper.py Normal file
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@ -0,0 +1,65 @@
from contextvars import ContextVar
from typing import Generic, TypeVar
T = TypeVar("T")
class HiddenValue:
pass
_default = HiddenValue()
class RecyclableContextVar(Generic[T]):
"""
RecyclableContextVar is a wrapper around ContextVar
It's safe to use in gunicorn with thread recycling, but features like `reset` are not available for now
NOTE: you need to call `increment_thread_recycles` before requests
"""
_thread_recycles: ContextVar[int] = ContextVar("thread_recycles")
@classmethod
def increment_thread_recycles(cls):
try:
recycles = cls._thread_recycles.get()
cls._thread_recycles.set(recycles + 1)
except LookupError:
cls._thread_recycles.set(0)
def __init__(self, context_var: ContextVar[T]):
self._context_var = context_var
self._updates = ContextVar[int](context_var.name + "_updates", default=0)
def get(self, default: T | HiddenValue = _default) -> T:
thread_recycles = self._thread_recycles.get(0)
self_updates = self._updates.get()
if thread_recycles > self_updates:
self._updates.set(thread_recycles)
# check if thread is recycled and should be updated
if thread_recycles < self_updates:
return self._context_var.get()
else:
# thread_recycles >= self_updates, means current context is invalid
if isinstance(default, HiddenValue) or default is _default:
raise LookupError
else:
return default
def set(self, value: T):
# it leads to a situation that self.updates is less than cls.thread_recycles if `set` was never called before
# increase it manually
thread_recycles = self._thread_recycles.get(0)
self_updates = self._updates.get()
if thread_recycles > self_updates:
self._updates.set(thread_recycles)
if self._updates.get() == self._thread_recycles.get(0):
# after increment,
self._updates.set(self._updates.get() + 1)
# set the context
self._context_var.set(value)

View File

@ -617,7 +617,7 @@ class DocumentDetailApi(DocumentResource):
raise InvalidMetadataError(f"Invalid metadata value: {metadata}")
if metadata == "only":
response = {"id": document.id, "doc_type": document.doc_type, "doc_metadata": document.doc_metadata}
response = {"id": document.id, "doc_type": document.doc_type, "doc_metadata": document.doc_metadata_details}
elif metadata == "without":
dataset_process_rules = DatasetService.get_process_rules(dataset_id)
document_process_rules = document.dataset_process_rule.to_dict()
@ -678,7 +678,7 @@ class DocumentDetailApi(DocumentResource):
"disabled_by": document.disabled_by,
"archived": document.archived,
"doc_type": document.doc_type,
"doc_metadata": document.doc_metadata,
"doc_metadata": document.doc_metadata_details,
"segment_count": document.segment_count,
"average_segment_length": document.average_segment_length,
"hit_count": document.hit_count,

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@ -0,0 +1,143 @@
from flask_login import current_user # type: ignore # type: ignore
from flask_restful import Resource, marshal_with, reqparse # type: ignore
from werkzeug.exceptions import NotFound
from controllers.console import api
from controllers.console.wraps import account_initialization_required, enterprise_license_required, setup_required
from fields.dataset_fields import dataset_metadata_fields
from libs.login import login_required
from services.dataset_service import DatasetService
from services.entities.knowledge_entities.knowledge_entities import (
MetadataArgs,
MetadataOperationData,
)
from services.metadata_service import MetadataService
def _validate_name(name):
if not name or len(name) < 1 or len(name) > 40:
raise ValueError("Name must be between 1 to 40 characters.")
return name
def _validate_description_length(description):
if len(description) > 400:
raise ValueError("Description cannot exceed 400 characters.")
return description
class DatasetListApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
@marshal_with(dataset_metadata_fields)
def post(self, dataset_id):
parser = reqparse.RequestParser()
parser.add_argument("type", type=str, required=True, nullable=True, location="json")
parser.add_argument("name", type=str, required=True, nullable=True, location="json")
args = parser.parse_args()
metadata_args = MetadataArgs(**args)
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
DatasetService.check_dataset_permission(dataset, current_user)
metadata = MetadataService.create_metadata(dataset_id_str, metadata_args)
return metadata, 201
class DatasetMetadataApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def patch(self, dataset_id, metadata_id):
parser = reqparse.RequestParser()
parser.add_argument("name", type=str, required=True, nullable=True, location="json")
args = parser.parse_args()
dataset_id_str = str(dataset_id)
metadata_id_str = str(metadata_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
DatasetService.check_dataset_permission(dataset, current_user)
metadata = MetadataService.update_metadata_name(dataset_id_str, metadata_id_str, args.get("name"))
return metadata, 200
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def delete(self, dataset_id, metadata_id):
dataset_id_str = str(dataset_id)
metadata_id_str = str(metadata_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
DatasetService.check_dataset_permission(dataset, current_user)
MetadataService.delete_metadata(dataset_id_str, metadata_id_str)
return 200
class DatasetMetadataBuiltInFieldApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def get(self):
built_in_fields = MetadataService.get_built_in_fields()
return built_in_fields, 200
class DatasetMetadataBuiltInFieldActionApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def post(self, dataset_id, action):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
DatasetService.check_dataset_permission(dataset, current_user)
if action == "enable":
MetadataService.enable_built_in_field(dataset)
elif action == "disable":
MetadataService.disable_built_in_field(dataset)
return 200
class DocumentMetadataApi(Resource):
@setup_required
@login_required
@account_initialization_required
@enterprise_license_required
def post(self, dataset_id):
dataset_id_str = str(dataset_id)
dataset = DatasetService.get_dataset(dataset_id_str)
if dataset is None:
raise NotFound("Dataset not found.")
DatasetService.check_dataset_permission(dataset, current_user)
parser = reqparse.RequestParser()
parser.add_argument("operation_data", type=list, required=True, nullable=True, location="json")
args = parser.parse_args()
metadata_args = MetadataOperationData(**args)
MetadataService.update_documents_metadata(dataset, metadata_args)
return 200
api.add_resource(DatasetListApi, "/datasets/<uuid:dataset_id>/metadata")
api.add_resource(DatasetMetadataApi, "/datasets/<uuid:dataset_id>/metadata/<uuid:metadata_id>")
api.add_resource(DatasetMetadataBuiltInFieldApi, "/datasets/metadata/built-in")
api.add_resource(DatasetMetadataBuiltInFieldActionApi, "/datasets/metadata/built-in/<string:action>")
api.add_resource(DocumentMetadataApi, "/datasets/<uuid:dataset_id>/documents/metadata")

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@ -154,7 +154,7 @@ def validate_dataset_token(view=None):
) # TODO: only owner information is required, so only one is returned.
if tenant_account_join:
tenant, ta = tenant_account_join
account = Account.query.filter_by(id=ta.account_id).first()
account = db.session.query(Account).filter(Account.id == ta.account_id).first()
# Login admin
if account:
account.current_tenant = tenant

View File

@ -1,7 +1,7 @@
from enum import StrEnum
from typing import Any, Optional, Union
from pydantic import BaseModel
from pydantic import BaseModel, Field
from core.tools.entities.tool_entities import ToolInvokeMessage, ToolProviderType
@ -14,7 +14,7 @@ class AgentToolEntity(BaseModel):
provider_type: ToolProviderType
provider_id: str
tool_name: str
tool_parameters: dict[str, Any] = {}
tool_parameters: dict[str, Any] = Field(default_factory=dict)
plugin_unique_identifier: str | None = None

View File

@ -2,9 +2,9 @@ from collections.abc import Mapping
from typing import Any
from core.app.app_config.entities import ModelConfigEntity
from core.entities import DEFAULT_PLUGIN_ID
from core.model_runtime.entities.model_entities import ModelPropertyKey, ModelType
from core.model_runtime.model_providers.model_provider_factory import ModelProviderFactory
from core.plugin.entities.plugin import ModelProviderID
from core.provider_manager import ProviderManager
@ -61,9 +61,7 @@ class ModelConfigManager:
raise ValueError(f"model.provider is required and must be in {str(model_provider_names)}")
if "/" not in config["model"]["provider"]:
config["model"]["provider"] = (
f"{DEFAULT_PLUGIN_ID}/{config['model']['provider']}/{config['model']['provider']}"
)
config["model"]["provider"] = str(ModelProviderID(config["model"]["provider"]))
if config["model"]["provider"] not in model_provider_names:
raise ValueError(f"model.provider is required and must be in {str(model_provider_names)}")

View File

@ -17,8 +17,8 @@ class ModelConfigEntity(BaseModel):
provider: str
model: str
mode: Optional[str] = None
parameters: dict[str, Any] = {}
stop: list[str] = []
parameters: dict[str, Any] = Field(default_factory=dict)
stop: list[str] = Field(default_factory=list)
class AdvancedChatMessageEntity(BaseModel):
@ -132,7 +132,7 @@ class ExternalDataVariableEntity(BaseModel):
variable: str
type: str
config: dict[str, Any] = {}
config: dict[str, Any] = Field(default_factory=dict)
class DatasetRetrieveConfigEntity(BaseModel):
@ -188,7 +188,7 @@ class SensitiveWordAvoidanceEntity(BaseModel):
"""
type: str
config: dict[str, Any] = {}
config: dict[str, Any] = Field(default_factory=dict)
class TextToSpeechEntity(BaseModel):

View File

@ -63,9 +63,9 @@ class ModelConfigWithCredentialsEntity(BaseModel):
model_schema: AIModelEntity
mode: str
provider_model_bundle: ProviderModelBundle
credentials: dict[str, Any] = {}
parameters: dict[str, Any] = {}
stop: list[str] = []
credentials: dict[str, Any] = Field(default_factory=dict)
parameters: dict[str, Any] = Field(default_factory=dict)
stop: list[str] = Field(default_factory=list)
# pydantic configs
model_config = ConfigDict(protected_namespaces=())
@ -94,7 +94,7 @@ class AppGenerateEntity(BaseModel):
call_depth: int = 0
# extra parameters, like: auto_generate_conversation_name
extras: dict[str, Any] = {}
extras: dict[str, Any] = Field(default_factory=dict)
# tracing instance
trace_manager: Optional[TraceQueueManager] = None

View File

@ -6,11 +6,10 @@ from collections.abc import Iterator, Sequence
from json import JSONDecodeError
from typing import Optional
from pydantic import BaseModel, ConfigDict
from pydantic import BaseModel, ConfigDict, Field
from sqlalchemy import or_
from constants import HIDDEN_VALUE
from core.entities import DEFAULT_PLUGIN_ID
from core.entities.model_entities import ModelStatus, ModelWithProviderEntity, SimpleModelProviderEntity
from core.entities.provider_entities import (
CustomConfiguration,
@ -1004,7 +1003,7 @@ class ProviderConfigurations(BaseModel):
"""
tenant_id: str
configurations: dict[str, ProviderConfiguration] = {}
configurations: dict[str, ProviderConfiguration] = Field(default_factory=dict)
def __init__(self, tenant_id: str):
super().__init__(tenant_id=tenant_id)
@ -1060,7 +1059,7 @@ class ProviderConfigurations(BaseModel):
def __getitem__(self, key):
if "/" not in key:
key = f"{DEFAULT_PLUGIN_ID}/{key}/{key}"
key = str(ModelProviderID(key))
return self.configurations[key]
@ -1075,7 +1074,7 @@ class ProviderConfigurations(BaseModel):
def get(self, key, default=None) -> ProviderConfiguration | None:
if "/" not in key:
key = f"{DEFAULT_PLUGIN_ID}/{key}/{key}"
key = str(ModelProviderID(key))
return self.configurations.get(key, default) # type: ignore

View File

@ -41,9 +41,13 @@ class HostedModerationConfig(BaseModel):
class HostingConfiguration:
provider_map: dict[str, HostingProvider] = {}
provider_map: dict[str, HostingProvider]
moderation_config: Optional[HostedModerationConfig] = None
def __init__(self) -> None:
self.provider_map = {}
self.moderation_config = None
def init_app(self, app: Flask) -> None:
if dify_config.EDITION != "CLOUD":
return

View File

@ -7,7 +7,6 @@ from typing import Optional
from pydantic import BaseModel
import contexts
from core.entities import DEFAULT_PLUGIN_ID
from core.helper.position_helper import get_provider_position_map, sort_to_dict_by_position_map
from core.model_runtime.entities.model_entities import AIModelEntity, ModelType
from core.model_runtime.entities.provider_entities import ProviderConfig, ProviderEntity, SimpleProviderEntity
@ -34,9 +33,11 @@ class ModelProviderExtension(BaseModel):
class ModelProviderFactory:
provider_position_map: dict[str, int] = {}
provider_position_map: dict[str, int]
def __init__(self, tenant_id: str) -> None:
self.provider_position_map = {}
self.tenant_id = tenant_id
self.plugin_model_manager = PluginModelManager()
@ -360,11 +361,5 @@ class ModelProviderFactory:
:param provider: provider name
:return: plugin id and provider name
"""
plugin_id = DEFAULT_PLUGIN_ID
provider_name = provider
if "/" in provider:
# get the plugin_id before provider
plugin_id = "/".join(provider.split("/")[:-1])
provider_name = provider.split("/")[-1]
return str(plugin_id), provider_name
provider_id = ModelProviderID(provider)
return provider_id.plugin_id, provider_id.provider_name

View File

@ -369,7 +369,8 @@ class ProviderManager:
provider_name_to_provider_records_dict = defaultdict(list)
for provider in providers:
provider_name_to_provider_records_dict[provider.provider_name].append(provider)
# TODO: Use provider name with prefix after the data migration
provider_name_to_provider_records_dict[str(ModelProviderID(provider.provider_name))].append(provider)
return provider_name_to_provider_records_dict
@ -508,7 +509,8 @@ class ProviderManager:
# FIXME ignore the type errork, onyl TrialHostingQuota has limit need to change the logic
provider_record = Provider(
tenant_id=tenant_id,
provider_name=provider_name,
# TODO: Use provider name with prefix after the data migration.
provider_name=ModelProviderID(provider_name).provider_name,
provider_type=ProviderType.SYSTEM.value,
quota_type=ProviderQuotaType.TRIAL.value,
quota_limit=quota.quota_limit, # type: ignore
@ -523,13 +525,12 @@ class ProviderManager:
db.session.query(Provider)
.filter(
Provider.tenant_id == tenant_id,
Provider.provider_name == provider_name,
Provider.provider_name == ModelProviderID(provider_name).provider_name,
Provider.provider_type == ProviderType.SYSTEM.value,
Provider.quota_type == ProviderQuotaType.TRIAL.value,
)
.first()
)
if provider_record and not provider_record.is_valid:
provider_record.is_valid = True
db.session.commit()

View File

@ -88,16 +88,17 @@ class Jieba(BaseKeyword):
keyword_table = self._get_dataset_keyword_table()
k = kwargs.get("top_k", 4)
document_ids_filter = kwargs.get("document_ids_filter")
sorted_chunk_indices = self._retrieve_ids_by_query(keyword_table or {}, query, k)
documents = []
for chunk_index in sorted_chunk_indices:
segment = (
db.session.query(DocumentSegment)
.filter(DocumentSegment.dataset_id == self.dataset.id, DocumentSegment.index_node_id == chunk_index)
.first()
segment_query = db.session.query(DocumentSegment).filter(
DocumentSegment.dataset_id == self.dataset.id, DocumentSegment.index_node_id == chunk_index
)
if document_ids_filter:
segment_query = segment_query.filter(DocumentSegment.document_id.in_(document_ids_filter))
segment = segment_query.first()
if segment:
documents.append(

View File

@ -42,6 +42,7 @@ class RetrievalService:
reranking_model: Optional[dict] = None,
reranking_mode: str = "reranking_model",
weights: Optional[dict] = None,
document_ids_filter: Optional[list[str]] = None,
):
if not query:
return []
@ -65,6 +66,7 @@ class RetrievalService:
top_k=top_k,
all_documents=all_documents,
exceptions=exceptions,
document_ids_filter=document_ids_filter,
)
)
if RetrievalMethod.is_support_semantic_search(retrieval_method):
@ -80,6 +82,7 @@ class RetrievalService:
all_documents=all_documents,
retrieval_method=retrieval_method,
exceptions=exceptions,
document_ids_filter=document_ids_filter,
)
)
if RetrievalMethod.is_support_fulltext_search(retrieval_method):
@ -131,7 +134,14 @@ class RetrievalService:
@classmethod
def keyword_search(
cls, flask_app: Flask, dataset_id: str, query: str, top_k: int, all_documents: list, exceptions: list
cls,
flask_app: Flask,
dataset_id: str,
query: str,
top_k: int,
all_documents: list,
exceptions: list,
document_ids_filter: Optional[list[str]] = None,
):
with flask_app.app_context():
try:
@ -140,7 +150,10 @@ class RetrievalService:
raise ValueError("dataset not found")
keyword = Keyword(dataset=dataset)
documents = keyword.search(cls.escape_query_for_search(query), top_k=top_k)
documents = keyword.search(
cls.escape_query_for_search(query), top_k=top_k, document_ids_filter=document_ids_filter
)
all_documents.extend(documents)
except Exception as e:
exceptions.append(str(e))
@ -157,6 +170,7 @@ class RetrievalService:
all_documents: list,
retrieval_method: str,
exceptions: list,
document_ids_filter: Optional[list[str]] = None,
):
with flask_app.app_context():
try:
@ -171,6 +185,7 @@ class RetrievalService:
top_k=top_k,
score_threshold=score_threshold,
filter={"group_id": [dataset.id]},
document_ids_filter=document_ids_filter,
)
if documents:

View File

@ -53,7 +53,7 @@ class AnalyticdbVector(BaseVector):
self.analyticdb_vector.delete_by_metadata_field(key, value)
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
return self.analyticdb_vector.search_by_vector(query_vector)
return self.analyticdb_vector.search_by_vector(query_vector, **kwargs)
def search_by_full_text(self, query: str, **kwargs: Any) -> list[Document]:
return self.analyticdb_vector.search_by_full_text(query, **kwargs)

View File

@ -194,6 +194,11 @@ class AnalyticdbVectorBySql:
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
top_k = kwargs.get("top_k", 4)
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = "WHERE 1=1"
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause += f"AND metadata_->>'document_id' IN ({document_ids})"
score_threshold = float(kwargs.get("score_threshold") or 0.0)
with self._get_cursor() as cur:
query_vector_str = json.dumps(query_vector)
@ -202,7 +207,7 @@ class AnalyticdbVectorBySql:
f"SELECT t.id AS id, t.vector AS vector, (1.0 - t.score) AS score, "
f"t.page_content as page_content, t.metadata_ AS metadata_ "
f"FROM (SELECT id, vector, page_content, metadata_, vector <=> %s AS score "
f"FROM {self.table_name} ORDER BY score LIMIT {top_k} ) t",
f"FROM {self.table_name} {where_clause} ORDER BY score LIMIT {top_k} ) t",
(query_vector_str,),
)
documents = []
@ -220,12 +225,17 @@ class AnalyticdbVectorBySql:
def search_by_full_text(self, query: str, **kwargs: Any) -> list[Document]:
top_k = kwargs.get("top_k", 4)
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause += f"AND metadata_->>'document_id' IN ({document_ids})"
with self._get_cursor() as cur:
cur.execute(
f"""SELECT id, vector, page_content, metadata_,
ts_rank(to_tsvector, to_tsquery_from_text(%s, 'zh_cn'), 32) AS score
FROM {self.table_name}
WHERE to_tsvector@@to_tsquery_from_text(%s, 'zh_cn')
WHERE to_tsvector@@to_tsquery_from_text(%s, 'zh_cn') {where_clause}
ORDER BY score DESC
LIMIT {top_k}""",
(f"'{query}'", f"'{query}'"),

View File

@ -123,11 +123,21 @@ class BaiduVector(BaseVector):
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
query_vector = [float(val) if isinstance(val, np.float64) else val for val in query_vector]
anns = AnnSearch(
vector_field=self.field_vector,
vector_floats=query_vector,
params=HNSWSearchParams(ef=kwargs.get("ef", 10), limit=kwargs.get("top_k", 4)),
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
anns = AnnSearch(
vector_field=self.field_vector,
vector_floats=query_vector,
params=HNSWSearchParams(ef=kwargs.get("ef", 10), limit=kwargs.get("top_k", 4)),
filter=f"document_id IN ({document_ids})",
)
else:
anns = AnnSearch(
vector_field=self.field_vector,
vector_floats=query_vector,
params=HNSWSearchParams(ef=kwargs.get("ef", 10), limit=kwargs.get("top_k", 4)),
)
res = self._db.table(self._collection_name).search(
anns=anns,
projections=[self.field_id, self.field_text, self.field_metadata],

View File

@ -95,7 +95,15 @@ class ChromaVector(BaseVector):
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
collection = self._client.get_or_create_collection(self._collection_name)
results: QueryResult = collection.query(query_embeddings=query_vector, n_results=kwargs.get("top_k", 4))
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
results: QueryResult = collection.query(
query_embeddings=query_vector,
n_results=kwargs.get("top_k", 4),
where={"document_id": {"$in": document_ids_filter}},
)
else:
results: QueryResult = collection.query(query_embeddings=query_vector, n_results=kwargs.get("top_k", 4))
score_threshold = float(kwargs.get("score_threshold") or 0.0)
# Check if results contain data

View File

@ -117,6 +117,9 @@ class ElasticSearchVector(BaseVector):
top_k = kwargs.get("top_k", 4)
num_candidates = math.ceil(top_k * 1.5)
knn = {"field": Field.VECTOR.value, "query_vector": query_vector, "k": top_k, "num_candidates": num_candidates}
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
knn["filter"] = {"terms": {"metadata.document_id": document_ids_filter}}
results = self._client.search(index=self._collection_name, knn=knn, size=top_k)
@ -145,6 +148,9 @@ class ElasticSearchVector(BaseVector):
def search_by_full_text(self, query: str, **kwargs: Any) -> list[Document]:
query_str = {"match": {Field.CONTENT_KEY.value: query}}
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
query_str["filter"] = {"terms": {"metadata.document_id": document_ids_filter}}
results = self._client.search(index=self._collection_name, query=query_str, size=kwargs.get("top_k", 4))
docs = []
for hit in results["hits"]["hits"]:

View File

@ -168,7 +168,12 @@ class LindormVectorStore(BaseVector):
raise ValueError("All elements in query_vector should be floats")
top_k = kwargs.get("top_k", 10)
query = default_vector_search_query(query_vector=query_vector, k=top_k, **kwargs)
document_ids_filter = kwargs.get("document_ids_filter")
filters = []
if document_ids_filter:
filters.append({"terms": {"metadata.document_id": document_ids_filter}})
query = default_vector_search_query(query_vector=query_vector, k=top_k, filters=filters, **kwargs)
try:
params = {}
if self._using_ugc:
@ -206,7 +211,10 @@ class LindormVectorStore(BaseVector):
should = kwargs.get("should")
minimum_should_match = kwargs.get("minimum_should_match", 0)
top_k = kwargs.get("top_k", 10)
filters = kwargs.get("filter")
filters = kwargs.get("filter", [])
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
filters.append({"terms": {"metadata.document_id": document_ids_filter}})
routing = self._routing
full_text_query = default_text_search_query(
query_text=query,

View File

@ -218,12 +218,18 @@ class MilvusVector(BaseVector):
"""
Search for documents by vector similarity.
"""
document_ids_filter = kwargs.get("document_ids_filter")
filter = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
filter = f'metadata["document_id"] in ({document_ids})'
results = self._client.search(
collection_name=self._collection_name,
data=[query_vector],
anns_field=Field.VECTOR.value,
limit=kwargs.get("top_k", 4),
output_fields=[Field.CONTENT_KEY.value, Field.METADATA_KEY.value],
filter=filter,
)
return self._process_search_results(
@ -239,6 +245,11 @@ class MilvusVector(BaseVector):
if not self._hybrid_search_enabled or not self.field_exists(Field.SPARSE_VECTOR.value):
logger.warning("Full-text search is not supported in current Milvus version (requires >= 2.5.0)")
return []
document_ids_filter = kwargs.get("document_ids_filter")
filter = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
filter = f'metadata["document_id"] in ({document_ids})'
results = self._client.search(
collection_name=self._collection_name,
@ -246,6 +257,7 @@ class MilvusVector(BaseVector):
anns_field=Field.SPARSE_VECTOR.value,
limit=kwargs.get("top_k", 4),
output_fields=[Field.CONTENT_KEY.value, Field.METADATA_KEY.value],
filter=filter,
)
return self._process_search_results(

View File

@ -131,6 +131,10 @@ class MyScaleVector(BaseVector):
if self._metric.upper() == "COSINE" and order == SortOrder.ASC and score_threshold > 0.0
else ""
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_str = f"{where_str} AND metadata['document_id'] in ({document_ids})"
sql = f"""
SELECT text, vector, metadata, {dist} as dist FROM {self._config.database}.{self._collection_name}
{where_str} ORDER BY dist {order.value} LIMIT {top_k}

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@ -154,6 +154,11 @@ class OceanBaseVector(BaseVector):
return []
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = None
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f"metadata->>'$.document_id' in ({document_ids})"
ef_search = kwargs.get("ef_search", self._hnsw_ef_search)
if ef_search != self._hnsw_ef_search:
self._client.set_ob_hnsw_ef_search(ef_search)
@ -167,6 +172,7 @@ class OceanBaseVector(BaseVector):
distance_func=func.l2_distance,
output_column_names=["text", "metadata"],
with_dist=True,
where_clause=where_clause,
)
docs = []
for text, metadata, distance in cur:

View File

@ -154,6 +154,9 @@ class OpenSearchVector(BaseVector):
"size": kwargs.get("top_k", 4),
"query": {"knn": {Field.VECTOR.value: {Field.VECTOR.value: query_vector, "k": kwargs.get("top_k", 4)}}},
}
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
query["query"] = {"terms": {"metadata.document_id": document_ids_filter}}
try:
response = self._client.search(index=self._collection_name.lower(), body=query)
@ -179,6 +182,9 @@ class OpenSearchVector(BaseVector):
def search_by_full_text(self, query: str, **kwargs: Any) -> list[Document]:
full_text_query = {"query": {"match": {Field.CONTENT_KEY.value: query}}}
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
full_text_query["query"]["terms"] = {"metadata.document_id": document_ids_filter}
response = self._client.search(index=self._collection_name.lower(), body=full_text_query)

View File

@ -185,10 +185,15 @@ class OracleVector(BaseVector):
:return: List of Documents that are nearest to the query vector.
"""
top_k = kwargs.get("top_k", 4)
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f"WHERE metadata->>'document_id' in ({document_ids})"
with self._get_cursor() as cur:
cur.execute(
f"SELECT meta, text, vector_distance(embedding,:1) AS distance FROM {self.table_name}"
f" ORDER BY distance fetch first {top_k} rows only",
f" {where_clause} ORDER BY distance fetch first {top_k} rows only",
[numpy.array(query_vector)],
)
docs = []
@ -241,9 +246,15 @@ class OracleVector(BaseVector):
if token not in stop_words:
entities.append(token)
with self._get_cursor() as cur:
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f" AND metadata->>'document_id' in ({document_ids}) "
cur.execute(
f"select meta, text, embedding FROM {self.table_name}"
f" WHERE CONTAINS(text, :1, 1) > 0 order by score(1) desc fetch first {top_k} rows only",
f"WHERE CONTAINS(text, :1, 1) > 0 {where_clause} "
f"order by score(1) desc fetch first {top_k} rows only",
[" ACCUM ".join(entities)],
)
docs = []

View File

@ -189,6 +189,9 @@ class PGVectoRS(BaseVector):
.limit(kwargs.get("top_k", 4))
.order_by("distance")
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
stmt = stmt.where(self._table.meta["document_id"].in_(document_ids_filter))
res = session.execute(stmt)
results = [(row[0], row[1]) for row in res]

View File

@ -155,10 +155,16 @@ class PGVector(BaseVector):
:return: List of Documents that are nearest to the query vector.
"""
top_k = kwargs.get("top_k", 4)
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f" WHERE metadata->>'document_id' in ({document_ids}) "
with self._get_cursor() as cur:
cur.execute(
f"SELECT meta, text, embedding <=> %s AS distance FROM {self.table_name}"
f" {where_clause}"
f" ORDER BY distance LIMIT {top_k}",
(json.dumps(query_vector),),
)
@ -176,10 +182,16 @@ class PGVector(BaseVector):
top_k = kwargs.get("top_k", 5)
with self._get_cursor() as cur:
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f" AND metadata->>'document_id' in ({document_ids}) "
cur.execute(
f"""SELECT meta, text, ts_rank(to_tsvector(coalesce(text, '')), plainto_tsquery(%s)) AS score
FROM {self.table_name}
WHERE to_tsvector(text) @@ plainto_tsquery(%s)
{where_clause}
ORDER BY score DESC
LIMIT {top_k}""",
# f"'{query}'" is required in order to account for whitespace in query

View File

@ -286,27 +286,26 @@ class QdrantVector(BaseVector):
from qdrant_client.http import models
from qdrant_client.http.exceptions import UnexpectedResponse
for node_id in ids:
try:
filter = models.Filter(
must=[
models.FieldCondition(
key="metadata.doc_id",
match=models.MatchValue(value=node_id),
),
],
)
self._client.delete(
collection_name=self._collection_name,
points_selector=FilterSelector(filter=filter),
)
except UnexpectedResponse as e:
# Collection does not exist, so return
if e.status_code == 404:
return
# Some other error occurred, so re-raise the exception
else:
raise e
try:
filter = models.Filter(
must=[
models.FieldCondition(
key="metadata.doc_id",
match=models.MatchAny(any=ids),
),
],
)
self._client.delete(
collection_name=self._collection_name,
points_selector=FilterSelector(filter=filter),
)
except UnexpectedResponse as e:
# Collection does not exist, so return
if e.status_code == 404:
return
# Some other error occurred, so re-raise the exception
else:
raise e
def text_exists(self, id: str) -> bool:
all_collection_name = []
@ -331,6 +330,14 @@ class QdrantVector(BaseVector):
),
],
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
filter.must.append(
models.FieldCondition(
key="metadata.document_id",
match=models.MatchAny(any=document_ids_filter),
)
)
results = self._client.search(
collection_name=self._collection_name,
query_vector=query_vector,
@ -377,6 +384,14 @@ class QdrantVector(BaseVector):
),
]
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
scroll_filter.must.append(
models.FieldCondition(
key="metadata.document_id",
match=models.MatchAny(any=document_ids_filter),
)
)
response = self._client.scroll(
collection_name=self._collection_name,
scroll_filter=scroll_filter,

View File

@ -223,8 +223,12 @@ class RelytVector(BaseVector):
return len(result) > 0
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
document_ids_filter = kwargs.get("document_ids_filter")
filter = kwargs.get("filter", {})
if document_ids_filter:
filter["document_id"] = document_ids_filter
results = self.similarity_search_with_score_by_vector(
k=int(kwargs.get("top_k", 4)), embedding=query_vector, filter=kwargs.get("filter")
k=int(kwargs.get("top_k", 4)), embedding=query_vector, filter=filter
)
# Organize results.
@ -246,9 +250,9 @@ class RelytVector(BaseVector):
filter_condition = ""
if filter is not None:
conditions = [
f"metadata->>{key!r} in ({', '.join(map(repr, value))})"
f"metadata->>'{key!r}' in ({', '.join(map(repr, value))})"
if len(value) > 1
else f"metadata->>{key!r} = {value[0]!r}"
else f"metadata->>'{key!r}' = {value[0]!r}"
for key, value in filter.items()
]
filter_condition = f"WHERE {' AND '.join(conditions)}"

View File

@ -145,11 +145,16 @@ class TencentVector(BaseVector):
self._db.collection(self._collection_name).delete(document_ids=ids)
def delete_by_metadata_field(self, key: str, value: str) -> None:
self._db.collection(self._collection_name).delete(filter=Filter(Filter.In(key, [value])))
self._db.collection(self._collection_name).delete(filter=Filter(Filter.In(f"metadata.{key}", [value])))
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
document_ids_filter = kwargs.get("document_ids_filter")
filter = None
if document_ids_filter:
filter = Filter(Filter.In("metadata.document_id", document_ids_filter))
res = self._db.collection(self._collection_name).search(
vectors=[query_vector],
filter=filter,
params=document.HNSWSearchParams(ef=kwargs.get("ef", 10)),
retrieve_vector=False,
limit=kwargs.get("top_k", 4),

View File

@ -326,6 +326,14 @@ class TidbOnQdrantVector(BaseVector):
),
],
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
filter.must.append(
models.FieldCondition(
key="metadata.document_id",
match=models.MatchAny(any=document_ids_filter),
)
)
results = self._client.search(
collection_name=self._collection_name,
query_vector=query_vector,
@ -368,6 +376,14 @@ class TidbOnQdrantVector(BaseVector):
)
]
)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
scroll_filter.must.append(
models.FieldCondition(
key="metadata.document_id",
match=models.MatchAny(any=document_ids_filter),
)
)
response = self._client.scroll(
collection_name=self._collection_name,
scroll_filter=scroll_filter,

View File

@ -196,6 +196,11 @@ class TiDBVector(BaseVector):
docs = []
tidb_dist_func = self._get_distance_func()
document_ids_filter = kwargs.get("document_ids_filter")
where_clause = ""
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
where_clause = f" WHERE meta->>'$.document_id' in ({document_ids}) "
with Session(self._engine) as session:
select_statement = sql_text(f"""
@ -206,6 +211,7 @@ class TiDBVector(BaseVector):
text,
{tidb_dist_func}(vector, :query_vector_str) AS distance
FROM {self._collection_name}
{where_clause}
ORDER BY distance ASC
LIMIT :top_k
) t

View File

@ -88,7 +88,20 @@ class UpstashVector(BaseVector):
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
top_k = kwargs.get("top_k", 4)
result = self.index.query(vector=query_vector, top_k=top_k, include_metadata=True, include_data=True)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
document_ids = ", ".join(f"'{id}'" for id in document_ids_filter)
filter = f"document_id in ({document_ids})"
else:
filter = ""
result = self.index.query(
vector=query_vector,
top_k=top_k,
include_metadata=True,
include_data=True,
include_vectors=False,
filter=filter,
)
docs = []
score_threshold = float(kwargs.get("score_threshold") or 0.0)
for record in result:

View File

@ -49,6 +49,10 @@ class BaseVector(ABC):
def delete(self) -> None:
raise NotImplementedError
@abstractmethod
def update_metadata(self, document_id: str, metadata: dict) -> None:
raise NotImplementedError
def _filter_duplicate_texts(self, texts: list[Document]) -> list[Document]:
for text in texts.copy():
if text.metadata and "doc_id" in text.metadata:

View File

@ -177,7 +177,11 @@ class VikingDBVector(BaseVector):
query_vector, limit=kwargs.get("top_k", 4)
)
score_threshold = float(kwargs.get("score_threshold") or 0.0)
return self._get_search_res(results, score_threshold)
docs = self._get_search_res(results, score_threshold)
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
docs = [doc for doc in docs if doc.metadata.get("document_id") in document_ids_filter]
return docs
def _get_search_res(self, results, score_threshold) -> list[Document]:
if len(results) == 0:

View File

@ -168,16 +168,16 @@ class WeaviateVector(BaseVector):
# check whether the index already exists
schema = self._default_schema(self._collection_name)
if self._client.schema.contains(schema):
for uuid in ids:
try:
self._client.data_object.delete(
class_name=self._collection_name,
uuid=uuid,
)
except weaviate.UnexpectedStatusCodeException as e:
# tolerate not found error
if e.status_code != 404:
raise e
try:
self._client.batch.delete_objects(
class_name=self._collection_name,
where={"operator": "ContainsAny", "path": ["id"], "valueTextArray": ids},
output="minimal",
)
except weaviate.UnexpectedStatusCodeException as e:
# tolerate not found error
if e.status_code != 404:
raise e
def search_by_vector(self, query_vector: list[float], **kwargs: Any) -> list[Document]:
"""Look up similar documents by embedding vector in Weaviate."""
@ -187,8 +187,10 @@ class WeaviateVector(BaseVector):
query_obj = self._client.query.get(collection_name, properties)
vector = {"vector": query_vector}
if kwargs.get("where_filter"):
query_obj = query_obj.with_where(kwargs.get("where_filter"))
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
where_filter = {"operator": "ContainsAny", "path": ["document_id"], "valueTextArray": document_ids_filter}
query_obj = query_obj.with_where(where_filter)
result = (
query_obj.with_near_vector(vector)
.with_limit(kwargs.get("top_k", 4))
@ -233,8 +235,10 @@ class WeaviateVector(BaseVector):
if kwargs.get("search_distance"):
content["certainty"] = kwargs.get("search_distance")
query_obj = self._client.query.get(collection_name, properties)
if kwargs.get("where_filter"):
query_obj = query_obj.with_where(kwargs.get("where_filter"))
document_ids_filter = kwargs.get("document_ids_filter")
if document_ids_filter:
where_filter = {"operator": "ContainsAny", "path": ["document_id"], "valueTextArray": document_ids_filter}
query_obj = query_obj.with_where(where_filter)
query_obj = query_obj.with_additional(["vector"])
properties = ["text"]
result = query_obj.with_bm25(query=query, properties=properties).with_limit(kwargs.get("top_k", 4)).do()

View File

@ -0,0 +1,9 @@
from enum import Enum
class BuiltInField(str, Enum):
document_name = "document_name"
uploader = "uploader"
upload_date = "upload_date"
last_update_date = "last_update_date"
source = "source"

View File

@ -237,6 +237,7 @@ class DatasetRetrieval:
model_config: ModelConfigWithCredentialsEntity,
planning_strategy: PlanningStrategy,
message_id: Optional[str] = None,
metadata_filter_document_ids: Optional[dict[str, list[str]]] = None,
):
tools = []
for dataset in available_datasets:
@ -291,6 +292,11 @@ class DatasetRetrieval:
document.metadata["dataset_name"] = dataset.name
results.append(document)
else:
document_ids_filter = None
if metadata_filter_document_ids:
document_ids = metadata_filter_document_ids.get(dataset.id, [])
if document_ids:
document_ids_filter = document_ids
retrieval_model_config = dataset.retrieval_model or default_retrieval_model
# get top k
@ -322,6 +328,7 @@ class DatasetRetrieval:
reranking_model=reranking_model,
reranking_mode=retrieval_model_config.get("reranking_mode", "reranking_model"),
weights=retrieval_model_config.get("weights", None),
document_ids_filter=document_ids_filter,
)
self._on_query(query, [dataset_id], app_id, user_from, user_id)

View File

@ -9,7 +9,7 @@ from typing import TYPE_CHECKING, Any, Union, cast
from yarl import URL
import contexts
from core.plugin.entities.plugin import GenericProviderID
from core.plugin.entities.plugin import ToolProviderID
from core.plugin.manager.tool import PluginToolManager
from core.tools.__base.tool_provider import ToolProviderController
from core.tools.__base.tool_runtime import ToolRuntime
@ -188,7 +188,7 @@ class ToolManager:
)
if isinstance(provider_controller, PluginToolProviderController):
provider_id_entity = GenericProviderID(provider_id)
provider_id_entity = ToolProviderID(provider_id)
# get credentials
builtin_provider: BuiltinToolProvider | None = (
db.session.query(BuiltinToolProvider)
@ -572,95 +572,96 @@ class ToolManager:
else:
filters.append(typ)
if "builtin" in filters:
# get builtin providers
builtin_providers = cls.list_builtin_providers(tenant_id)
with db.session.no_autoflush:
if "builtin" in filters:
# get builtin providers
builtin_providers = cls.list_builtin_providers(tenant_id)
# get db builtin providers
db_builtin_providers: list[BuiltinToolProvider] = (
db.session.query(BuiltinToolProvider).filter(BuiltinToolProvider.tenant_id == tenant_id).all()
)
# rewrite db_builtin_providers
for db_provider in db_builtin_providers:
tool_provider_id = GenericProviderID(db_provider.provider)
db_provider.provider = tool_provider_id.to_string()
def find_db_builtin_provider(provider):
return next((x for x in db_builtin_providers if x.provider == provider), None)
# append builtin providers
for provider in builtin_providers:
# handle include, exclude
if is_filtered(
include_set=cast(set[str], dify_config.POSITION_TOOL_INCLUDES_SET),
exclude_set=cast(set[str], dify_config.POSITION_TOOL_EXCLUDES_SET),
data=provider,
name_func=lambda x: x.identity.name,
):
continue
user_provider = ToolTransformService.builtin_provider_to_user_provider(
provider_controller=provider,
db_provider=find_db_builtin_provider(provider.entity.identity.name),
decrypt_credentials=False,
# get db builtin providers
db_builtin_providers: list[BuiltinToolProvider] = (
db.session.query(BuiltinToolProvider).filter(BuiltinToolProvider.tenant_id == tenant_id).all()
)
if isinstance(provider, PluginToolProviderController):
result_providers[f"plugin_provider.{user_provider.name}"] = user_provider
else:
result_providers[f"builtin_provider.{user_provider.name}"] = user_provider
# rewrite db_builtin_providers
for db_provider in db_builtin_providers:
tool_provider_id = str(ToolProviderID(db_provider.provider))
db_provider.provider = tool_provider_id
# get db api providers
def find_db_builtin_provider(provider):
return next((x for x in db_builtin_providers if x.provider == provider), None)
if "api" in filters:
db_api_providers: list[ApiToolProvider] = (
db.session.query(ApiToolProvider).filter(ApiToolProvider.tenant_id == tenant_id).all()
)
# append builtin providers
for provider in builtin_providers:
# handle include, exclude
if is_filtered(
include_set=cast(set[str], dify_config.POSITION_TOOL_INCLUDES_SET),
exclude_set=cast(set[str], dify_config.POSITION_TOOL_EXCLUDES_SET),
data=provider,
name_func=lambda x: x.identity.name,
):
continue
api_provider_controllers: list[dict[str, Any]] = [
{"provider": provider, "controller": ToolTransformService.api_provider_to_controller(provider)}
for provider in db_api_providers
]
# get labels
labels = ToolLabelManager.get_tools_labels([x["controller"] for x in api_provider_controllers])
for api_provider_controller in api_provider_controllers:
user_provider = ToolTransformService.api_provider_to_user_provider(
provider_controller=api_provider_controller["controller"],
db_provider=api_provider_controller["provider"],
decrypt_credentials=False,
labels=labels.get(api_provider_controller["controller"].provider_id, []),
)
result_providers[f"api_provider.{user_provider.name}"] = user_provider
if "workflow" in filters:
# get workflow providers
workflow_providers: list[WorkflowToolProvider] = (
db.session.query(WorkflowToolProvider).filter(WorkflowToolProvider.tenant_id == tenant_id).all()
)
workflow_provider_controllers: list[WorkflowToolProviderController] = []
for provider in workflow_providers:
try:
workflow_provider_controllers.append(
ToolTransformService.workflow_provider_to_controller(db_provider=provider)
user_provider = ToolTransformService.builtin_provider_to_user_provider(
provider_controller=provider,
db_provider=find_db_builtin_provider(provider.entity.identity.name),
decrypt_credentials=False,
)
except Exception:
# app has been deleted
pass
labels = ToolLabelManager.get_tools_labels(
[cast(ToolProviderController, controller) for controller in workflow_provider_controllers]
)
if isinstance(provider, PluginToolProviderController):
result_providers[f"plugin_provider.{user_provider.name}"] = user_provider
else:
result_providers[f"builtin_provider.{user_provider.name}"] = user_provider
for provider_controller in workflow_provider_controllers:
user_provider = ToolTransformService.workflow_provider_to_user_provider(
provider_controller=provider_controller,
labels=labels.get(provider_controller.provider_id, []),
# get db api providers
if "api" in filters:
db_api_providers: list[ApiToolProvider] = (
db.session.query(ApiToolProvider).filter(ApiToolProvider.tenant_id == tenant_id).all()
)
result_providers[f"workflow_provider.{user_provider.name}"] = user_provider
api_provider_controllers: list[dict[str, Any]] = [
{"provider": provider, "controller": ToolTransformService.api_provider_to_controller(provider)}
for provider in db_api_providers
]
# get labels
labels = ToolLabelManager.get_tools_labels([x["controller"] for x in api_provider_controllers])
for api_provider_controller in api_provider_controllers:
user_provider = ToolTransformService.api_provider_to_user_provider(
provider_controller=api_provider_controller["controller"],
db_provider=api_provider_controller["provider"],
decrypt_credentials=False,
labels=labels.get(api_provider_controller["controller"].provider_id, []),
)
result_providers[f"api_provider.{user_provider.name}"] = user_provider
if "workflow" in filters:
# get workflow providers
workflow_providers: list[WorkflowToolProvider] = (
db.session.query(WorkflowToolProvider).filter(WorkflowToolProvider.tenant_id == tenant_id).all()
)
workflow_provider_controllers: list[WorkflowToolProviderController] = []
for provider in workflow_providers:
try:
workflow_provider_controllers.append(
ToolTransformService.workflow_provider_to_controller(db_provider=provider)
)
except Exception:
# app has been deleted
pass
labels = ToolLabelManager.get_tools_labels(
[cast(ToolProviderController, controller) for controller in workflow_provider_controllers]
)
for provider_controller in workflow_provider_controllers:
user_provider = ToolTransformService.workflow_provider_to_user_provider(
provider_controller=provider_controller,
labels=labels.get(provider_controller.provider_id, []),
)
result_providers[f"workflow_provider.{user_provider.name}"] = user_provider
return BuiltinToolProviderSort.sort(list(result_providers.values()))

View File

@ -1,6 +1,3 @@
from collections.abc import Mapping, Sequence
from typing import Any
from core.workflow.entities.node_entities import NodeRunResult
from core.workflow.nodes.base import BaseNode
from core.workflow.nodes.end.entities import EndNodeData
@ -30,20 +27,3 @@ class EndNode(BaseNode[EndNodeData]):
inputs=outputs,
outputs=outputs,
)
@classmethod
def _extract_variable_selector_to_variable_mapping(
cls,
*,
graph_config: Mapping[str, Any],
node_id: str,
node_data: EndNodeData,
) -> Mapping[str, Sequence[str]]:
"""
Extract variable selector to variable mapping
:param graph_config: graph config
:param node_id: node id
:param node_data: node data
:return:
"""
return {}

View File

@ -1,5 +1,4 @@
from collections.abc import Mapping, Sequence
from typing import Any, Literal
from typing import Literal
from typing_extensions import deprecated
@ -88,23 +87,6 @@ class IfElseNode(BaseNode[IfElseNodeData]):
return data
@classmethod
def _extract_variable_selector_to_variable_mapping(
cls,
*,
graph_config: Mapping[str, Any],
node_id: str,
node_data: IfElseNodeData,
) -> Mapping[str, Sequence[str]]:
"""
Extract variable selector to variable mapping
:param graph_config: graph config
:param node_id: node id
:param node_data: node data
:return:
"""
return {}
@deprecated("This function is deprecated. You should use the new cases structure.")
def _should_not_use_old_function(

View File

@ -1,10 +1,7 @@
from collections.abc import Mapping, Sequence
from typing import Any
from core.workflow.entities.node_entities import NodeRunResult
from core.workflow.nodes.base import BaseNode
from core.workflow.nodes.enums import NodeType
from core.workflow.nodes.iteration.entities import IterationNodeData, IterationStartNodeData
from core.workflow.nodes.iteration.entities import IterationStartNodeData
from models.workflow import WorkflowNodeExecutionStatus
@ -21,16 +18,3 @@ class IterationStartNode(BaseNode):
Run the node.
"""
return NodeRunResult(status=WorkflowNodeExecutionStatus.SUCCEEDED)
@classmethod
def _extract_variable_selector_to_variable_mapping(
cls, graph_config: Mapping[str, Any], node_id: str, node_data: IterationNodeData
) -> Mapping[str, Sequence[str]]:
"""
Extract variable selector to variable mapping
:param graph_config: graph config
:param node_id: node id
:param node_data: node data
:return:
"""
return {}

View File

@ -1,8 +1,10 @@
from collections.abc import Sequence
from typing import Any, Literal, Optional
from pydantic import BaseModel
from pydantic import BaseModel, Field
from core.workflow.nodes.base import BaseNodeData
from core.workflow.nodes.llm.entities import VisionConfig
class RerankingModelConfig(BaseModel):
@ -73,6 +75,48 @@ class SingleRetrievalConfig(BaseModel):
model: ModelConfig
SupportedComparisonOperator = Literal[
# for string or array
"contains",
"not contains",
"starts with",
"ends with",
"is",
"is not",
"empty",
"is not empty",
# for number
"=",
"",
">",
"<",
"",
"",
# for time
"before",
"after",
]
class Condition(BaseModel):
"""
Conditon detail
"""
metadata_name: str
comparison_operator: SupportedComparisonOperator
value: str | Sequence[str] | None = None
class MetadataFilteringCondition(BaseModel):
"""
Metadata Filtering Condition.
"""
logical_operator: Optional[Literal["and", "or"]] = "and"
conditions: Optional[list[Condition]] = Field(default=None, deprecated=True)
class KnowledgeRetrievalNodeData(BaseNodeData):
"""
Knowledge retrieval Node Data.
@ -84,3 +128,7 @@ class KnowledgeRetrievalNodeData(BaseNodeData):
retrieval_mode: Literal["single", "multiple"]
multiple_retrieval_config: Optional[MultipleRetrievalConfig] = None
single_retrieval_config: Optional[SingleRetrievalConfig] = None
metadata_filtering_mode: Optional[Literal["disabled", "automatic", "manual"]] = "disabled"
metadata_model_config: Optional[ModelConfig] = None
metadata_filtering_conditions: Optional[MetadataFilteringCondition] = None
vision: VisionConfig = Field(default_factory=VisionConfig)

View File

@ -16,3 +16,7 @@ class ModelNotSupportedError(KnowledgeRetrievalNodeError):
class ModelQuotaExceededError(KnowledgeRetrievalNodeError):
"""Raised when the model provider quota is exceeded."""
class InvalidModelTypeError(KnowledgeRetrievalNodeError):
"""Raised when the model is not a Large Language Model."""

View File

@ -1,6 +1,8 @@
import json
import logging
from collections import defaultdict
from collections.abc import Mapping, Sequence
from typing import Any, cast
from typing import Any, Optional, cast
from sqlalchemy import func
@ -9,21 +11,38 @@ from core.app.entities.app_invoke_entities import ModelConfigWithCredentialsEnti
from core.entities.agent_entities import PlanningStrategy
from core.entities.model_entities import ModelStatus
from core.model_manager import ModelInstance, ModelManager
from core.model_runtime.entities.model_entities import ModelFeature, ModelType
from core.model_runtime.entities.message_entities import PromptMessageRole
from core.model_runtime.entities.model_entities import ModelFeature, ModelPropertyKey, ModelType
from core.model_runtime.model_providers.__base.large_language_model import LargeLanguageModel
from core.prompt.advanced_prompt_transform import AdvancedPromptTransform
from core.prompt.simple_prompt_transform import ModelMode
from core.rag.datasource.retrieval_service import RetrievalService
from core.rag.retrieval.dataset_retrieval import DatasetRetrieval
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from core.variables import StringSegment
from core.workflow.entities.node_entities import NodeRunResult
from core.workflow.nodes.base import BaseNode
from core.workflow.nodes.enums import NodeType
from core.workflow.nodes.event.event import ModelInvokeCompletedEvent
from core.workflow.nodes.knowledge_retrieval.template_prompts import (
METADATA_FILTER_ASSISTANT_PROMPT_1,
METADATA_FILTER_ASSISTANT_PROMPT_2,
METADATA_FILTER_COMPLETION_PROMPT,
METADATA_FILTER_SYSTEM_PROMPT,
METADATA_FILTER_USER_PROMPT_1,
METADATA_FILTER_USER_PROMPT_3,
)
from core.workflow.nodes.list_operator.exc import InvalidConditionError
from core.workflow.nodes.llm.entities import LLMNodeChatModelMessage, LLMNodeCompletionModelPromptTemplate
from core.workflow.nodes.llm.node import LLMNode
from core.workflow.nodes.question_classifier.template_prompts import QUESTION_CLASSIFIER_USER_PROMPT_2
from extensions.ext_database import db
from models.dataset import Dataset, Document
from libs.json_in_md_parser import parse_and_check_json_markdown
from models.dataset import Dataset, DatasetMetadata, Document
from models.workflow import WorkflowNodeExecutionStatus
from .entities import KnowledgeRetrievalNodeData
from .exc import (
InvalidModelTypeError,
KnowledgeRetrievalNodeError,
ModelCredentialsNotInitializedError,
ModelNotExistError,
@ -42,13 +61,14 @@ default_retrieval_model = {
}
class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
class KnowledgeRetrievalNode(LLMNode):
_node_data_cls = KnowledgeRetrievalNodeData
_node_type = NodeType.KNOWLEDGE_RETRIEVAL
def _run(self) -> NodeRunResult:
node_data = cast(KnowledgeRetrievalNodeData, self.node_data)
# extract variables
variable = self.graph_runtime_state.variable_pool.get(self.node_data.query_variable_selector)
variable = self.graph_runtime_state.variable_pool.get(node_data.query_variable_selector)
if not isinstance(variable, StringSegment):
return NodeRunResult(
status=WorkflowNodeExecutionStatus.FAILED,
@ -63,7 +83,7 @@ class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
)
# retrieve knowledge
try:
results = self._fetch_dataset_retriever(node_data=self.node_data, query=query)
results = self._fetch_dataset_retriever(node_data=node_data, query=query)
outputs = {"result": results}
return NodeRunResult(
status=WorkflowNodeExecutionStatus.SUCCEEDED, inputs=variables, process_data=None, outputs=outputs
@ -117,6 +137,9 @@ class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
if not dataset:
continue
available_datasets.append(dataset)
metadata_filter_document_ids = self._get_metadata_filter_condition(
[dataset.id for dataset in available_datasets], query, node_data
)
all_documents = []
dataset_retrieval = DatasetRetrieval()
if node_data.retrieval_mode == DatasetRetrieveConfigEntity.RetrieveStrategy.SINGLE.value:
@ -146,6 +169,7 @@ class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
model_config=model_config,
model_instance=model_instance,
planning_strategy=planning_strategy,
metadata_filter_document_ids=metadata_filter_document_ids,
)
elif node_data.retrieval_mode == DatasetRetrieveConfigEntity.RetrieveStrategy.MULTIPLE.value:
if node_data.multiple_retrieval_config is None:
@ -258,6 +282,134 @@ class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
item["metadata"]["position"] = position
return retrieval_resource_list
def _get_metadata_filter_condition(
self, dataset_ids: list, query: str, node_data: KnowledgeRetrievalNodeData
) -> dict[str, list[str]]:
document_query = db.session.query(Document.id).filter(
Document.dataset_id.in_(dataset_ids),
Document.indexing_status == "completed",
Document.enabled == True,
Document.archived == False,
)
if node_data.metadata_filtering_mode == "disabled":
return None
elif node_data.metadata_filtering_mode == "automatic":
automatic_metadata_filters = self._automatic_metadata_filter_func(dataset_ids, query, node_data)
if automatic_metadata_filters:
for filter in automatic_metadata_filters:
self._process_metadata_filter_func(
filter.get("condition"), filter.get("metadata_name"), filter.get("value"), document_query
)
elif node_data.metadata_filtering_mode == "manual":
for condition in node_data.metadata_filtering_conditions.conditions:
metadata_name = condition.metadata_name
expected_value = condition.value
if isinstance(expected_value, str):
expected_value = self.graph_runtime_state.variable_pool.convert_template(expected_value).text
self._process_metadata_filter_func(
condition.comparison_operator, metadata_name, expected_value, document_query
)
else:
raise ValueError("Invalid metadata filtering mode")
documnents = document_query.all()
# group by dataset_id
metadata_filter_document_ids = defaultdict(list)
for document in documnents:
metadata_filter_document_ids[document.dataset_id].append(document.id)
return metadata_filter_document_ids
def _automatic_metadata_filter_func(
self, dataset_ids: list, query: str, node_data: KnowledgeRetrievalNodeData
) -> list[dict[str, Any]]:
# get all metadata field
metadata_fields = db.session.query(DatasetMetadata).filter(DatasetMetadata.dataset_id.in_(dataset_ids)).all()
all_metadata_fields = [metadata_field.field_name for metadata_field in metadata_fields]
# get metadata model config
metadata_model_config = node_data.metadata_model_config
if metadata_model_config is None:
raise ValueError("metadata_model_config is required")
# get metadata model instance
# fetch model config
model_instance, model_config = self._fetch_model_config(node_data.metadata_model_config)
# fetch prompt messages
prompt_template = self._get_prompt_template(
node_data=node_data,
query=query or "",
metadata_fields=all_metadata_fields,
)
prompt_messages, stop = self._fetch_prompt_messages(
prompt_template=prompt_template,
sys_query=query,
memory=None,
model_config=model_config,
sys_files=[],
vision_enabled=node_data.vision.enabled,
vision_detail=node_data.vision.configs.detail,
variable_pool=self.graph_runtime_state.variable_pool,
jinja2_variables=[],
)
result_text = ""
try:
# handle invoke result
generator = self._invoke_llm(
node_data_model=node_data.model,
model_instance=model_instance,
prompt_messages=prompt_messages,
stop=stop,
)
for event in generator:
if isinstance(event, ModelInvokeCompletedEvent):
result_text = event.text
break
result_text_json = parse_and_check_json_markdown(result_text, [])
automatic_metadata_filters = []
if "metadata_map" in result_text_json:
metadata_map = result_text_json["metadata_map"]
for item in metadata_map:
if item.get("metadata_field_name") in all_metadata_fields:
automatic_metadata_filters.append(
{
"metadata_name": item.get("metadata_field_name"),
"value": item.get("metadata_field_value"),
"condition": item.get("comparison_operator"),
}
)
except Exception as e:
return None
return automatic_metadata_filters
def _process_metadata_filter_func(*, condition: str, metadata_name: str, value: str, query):
match condition:
case "contains":
query = query.filter(Document.doc_metadata[metadata_name].like(f"%{value}%"))
case "not contains":
query = query.filter(Document.doc_metadata[metadata_name].notlike(f"%{value}%"))
case "start with":
query = query.filter(Document.doc_metadata[metadata_name].like(f"{value}%"))
case "end with":
query = query.filter(Document.doc_metadata[metadata_name].like(f"%{value}"))
case "is", "=":
query = query.filter(Document.doc_metadata[metadata_name] == value)
case "is not", "":
query = query.filter(Document.doc_metadata[metadata_name] != value)
case "is empty":
query = query.filter(Document.doc_metadata[metadata_name].is_(None))
case "is not empty":
query = query.filter(Document.doc_metadata[metadata_name].isnot(None))
case "before", "<":
query = query.filter(Document.doc_metadata[metadata_name] < value)
case "after", ">":
query = query.filter(Document.doc_metadata[metadata_name] > value)
case "", ">=":
query = query.filter(Document.doc_metadata[metadata_name] <= value)
case "", ">=":
query = query.filter(Document.doc_metadata[metadata_name] >= value)
case _:
raise InvalidConditionError(f"Invalid condition: {condition}")
@classmethod
def _extract_variable_selector_to_variable_mapping(
cls,
@ -343,3 +495,94 @@ class KnowledgeRetrievalNode(BaseNode[KnowledgeRetrievalNodeData]):
parameters=completion_params,
stop=stop,
)
def _calculate_rest_token(
self,
node_data: KnowledgeRetrievalNodeData,
query: str,
model_config: ModelConfigWithCredentialsEntity,
context: Optional[str],
) -> int:
prompt_transform = AdvancedPromptTransform(with_variable_tmpl=True)
prompt_template = self._get_prompt_template(node_data, query, None, 2000)
prompt_messages = prompt_transform.get_prompt(
prompt_template=prompt_template,
inputs={},
query="",
files=[],
context=context,
memory_config=node_data.memory,
memory=None,
model_config=model_config,
)
rest_tokens = 2000
model_context_tokens = model_config.model_schema.model_properties.get(ModelPropertyKey.CONTEXT_SIZE)
if model_context_tokens:
model_instance = ModelInstance(
provider_model_bundle=model_config.provider_model_bundle, model=model_config.model
)
curr_message_tokens = model_instance.get_llm_num_tokens(prompt_messages)
max_tokens = 0
for parameter_rule in model_config.model_schema.parameter_rules:
if parameter_rule.name == "max_tokens" or (
parameter_rule.use_template and parameter_rule.use_template == "max_tokens"
):
max_tokens = (
model_config.parameters.get(parameter_rule.name)
or model_config.parameters.get(parameter_rule.use_template or "")
) or 0
rest_tokens = model_context_tokens - max_tokens - curr_message_tokens
rest_tokens = max(rest_tokens, 0)
return rest_tokens
def _get_prompt_template(self, node_data: KnowledgeRetrievalNodeData, metadata_fields: list, query: str):
model_mode = ModelMode.value_of(node_data.metadata_model_config.mode)
input_text = query
memory_str = ""
prompt_messages: list[LLMNodeChatModelMessage] = []
if model_mode == ModelMode.CHAT:
system_prompt_messages = LLMNodeChatModelMessage(
role=PromptMessageRole.SYSTEM, text=METADATA_FILTER_SYSTEM_PROMPT
)
prompt_messages.append(system_prompt_messages)
user_prompt_message_1 = LLMNodeChatModelMessage(
role=PromptMessageRole.USER, text=METADATA_FILTER_USER_PROMPT_1
)
prompt_messages.append(user_prompt_message_1)
assistant_prompt_message_1 = LLMNodeChatModelMessage(
role=PromptMessageRole.ASSISTANT, text=METADATA_FILTER_ASSISTANT_PROMPT_1
)
prompt_messages.append(assistant_prompt_message_1)
user_prompt_message_2 = LLMNodeChatModelMessage(
role=PromptMessageRole.USER, text=QUESTION_CLASSIFIER_USER_PROMPT_2
)
prompt_messages.append(user_prompt_message_2)
assistant_prompt_message_2 = LLMNodeChatModelMessage(
role=PromptMessageRole.ASSISTANT, text=METADATA_FILTER_ASSISTANT_PROMPT_2
)
prompt_messages.append(assistant_prompt_message_2)
user_prompt_message_3 = LLMNodeChatModelMessage(
role=PromptMessageRole.USER,
text=METADATA_FILTER_USER_PROMPT_3.format(
input_text=input_text,
metadata_fields=json.dumps(metadata_fields, ensure_ascii=False),
),
)
prompt_messages.append(user_prompt_message_3)
return prompt_messages
elif model_mode == ModelMode.COMPLETION:
return LLMNodeCompletionModelPromptTemplate(
text=METADATA_FILTER_COMPLETION_PROMPT.format(
input_text=input_text,
metadata_fields=json.dumps(metadata_fields, ensure_ascii=False),
)
)
else:
raise InvalidModelTypeError(f"Model mode {model_mode} not support.")

View File

@ -1,6 +1,7 @@
import json
import logging
from collections.abc import Generator, Mapping, Sequence
from datetime import UTC, datetime
from typing import TYPE_CHECKING, Any, Optional, cast
from configs import dify_config
@ -29,6 +30,7 @@ from core.model_runtime.entities.message_entities import (
from core.model_runtime.entities.model_entities import ModelFeature, ModelPropertyKey, ModelType
from core.model_runtime.model_providers.__base.large_language_model import LargeLanguageModel
from core.model_runtime.utils.encoders import jsonable_encoder
from core.plugin.entities.plugin import ModelProviderID
from core.prompt.entities.advanced_prompt_entities import CompletionModelPromptTemplate, MemoryConfig
from core.prompt.utils.prompt_message_util import PromptMessageUtil
from core.variables import (
@ -758,11 +760,17 @@ class LLMNode(BaseNode[LLMNodeData]):
if used_quota is not None and system_configuration.current_quota_type is not None:
db.session.query(Provider).filter(
Provider.tenant_id == tenant_id,
Provider.provider_name == model_instance.provider,
# TODO: Use provider name with prefix after the data migration.
Provider.provider_name == ModelProviderID(model_instance.provider).provider_name,
Provider.provider_type == ProviderType.SYSTEM.value,
Provider.quota_type == system_configuration.current_quota_type.value,
Provider.quota_limit > Provider.quota_used,
).update({"quota_used": Provider.quota_used + used_quota})
).update(
{
"quota_used": Provider.quota_used + used_quota,
"last_used": datetime.now(tz=UTC).replace(tzinfo=None),
}
)
db.session.commit()
@classmethod

View File

@ -1,6 +1,3 @@
from collections.abc import Mapping, Sequence
from typing import Any
from core.workflow.constants import SYSTEM_VARIABLE_NODE_ID
from core.workflow.entities.node_entities import NodeRunResult
from core.workflow.nodes.base import BaseNode
@ -23,13 +20,3 @@ class StartNode(BaseNode[StartNodeData]):
node_inputs[SYSTEM_VARIABLE_NODE_ID + "." + var] = system_inputs[var]
return NodeRunResult(status=WorkflowNodeExecutionStatus.SUCCEEDED, inputs=node_inputs, outputs=node_inputs)
@classmethod
def _extract_variable_selector_to_variable_mapping(
cls,
*,
graph_config: Mapping[str, Any],
node_id: str,
node_data: StartNodeData,
) -> Mapping[str, Sequence[str]]:
return {}

View File

@ -1,6 +1,9 @@
from datetime import UTC, datetime
from configs import dify_config
from core.app.entities.app_invoke_entities import AgentChatAppGenerateEntity, ChatAppGenerateEntity
from core.entities.provider_entities import QuotaUnit
from core.plugin.entities.plugin import ModelProviderID
from events.message_event import message_was_created
from extensions.ext_database import db
from models.provider import Provider, ProviderType
@ -48,9 +51,15 @@ def handle(sender, **kwargs):
if used_quota is not None and system_configuration.current_quota_type is not None:
db.session.query(Provider).filter(
Provider.tenant_id == application_generate_entity.app_config.tenant_id,
Provider.provider_name == model_config.provider,
# TODO: Use provider name with prefix after the data migration.
Provider.provider_name == ModelProviderID(model_config.provider).provider_name,
Provider.provider_type == ProviderType.SYSTEM.value,
Provider.quota_type == system_configuration.current_quota_type.value,
Provider.quota_limit > Provider.quota_used,
).update({"quota_used": Provider.quota_used + used_quota})
).update(
{
"quota_used": Provider.quota_used + used_quota,
"last_used": datetime.now(tz=UTC).replace(tzinfo=None),
}
)
db.session.commit()

View File

@ -53,6 +53,8 @@ external_knowledge_info_fields = {
"external_knowledge_api_endpoint": fields.String,
}
doc_metadata_fields = {"id": fields.String, "name": fields.String, "type": fields.String}
dataset_detail_fields = {
"id": fields.String,
"name": fields.String,
@ -76,6 +78,8 @@ dataset_detail_fields = {
"doc_form": fields.String,
"external_knowledge_info": fields.Nested(external_knowledge_info_fields),
"external_retrieval_model": fields.Nested(external_retrieval_model_fields, allow_null=True),
"doc_metadata": fields.List(fields.Nested(doc_metadata_fields)),
"built_in_field_enabled": fields.Boolean,
}
dataset_query_detail_fields = {
@ -87,3 +91,9 @@ dataset_query_detail_fields = {
"created_by": fields.String,
"created_at": TimestampField,
}
dataset_metadata_fields = {
"id": fields.String,
"type": fields.String,
"name": fields.String,
}

View File

@ -3,6 +3,13 @@ from flask_restful import fields # type: ignore
from fields.dataset_fields import dataset_fields
from libs.helper import TimestampField
document_metadata_fields = {
"id": fields.String,
"name": fields.String,
"type": fields.String,
"value": fields.String,
}
document_fields = {
"id": fields.String,
"position": fields.Integer,
@ -25,6 +32,7 @@ document_fields = {
"word_count": fields.Integer,
"hit_count": fields.Integer,
"doc_form": fields.String,
"doc_metadata": fields.List(fields.Nested(document_metadata_fields), attribute="doc_metadata_details"),
}
document_with_segments_fields = {
@ -51,6 +59,7 @@ document_with_segments_fields = {
"hit_count": fields.Integer,
"completed_segments": fields.Integer,
"total_segments": fields.Integer,
"doc_metadata": fields.List(fields.Nested(document_metadata_fields), attribute="doc_metadata_details"),
}
dataset_and_document_fields = {

View File

@ -0,0 +1,90 @@
"""add_metadata_function
Revision ID: d20049ed0af6
Revises: 08ec4f75af5e
Create Date: 2025-02-27 09:17:48.903213
"""
from alembic import op
import models as models
import sqlalchemy as sa
from sqlalchemy.dialects import postgresql
# revision identifiers, used by Alembic.
revision = 'd20049ed0af6'
down_revision = '08ec4f75af5e'
branch_labels = None
depends_on = None
def upgrade():
# ### commands auto generated by Alembic - please adjust! ###
op.create_table('dataset_metadata_bindings',
sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
sa.Column('metadata_id', models.types.StringUUID(), nullable=False),
sa.Column('document_id', models.types.StringUUID(), nullable=False),
sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP'), nullable=False),
sa.Column('created_by', models.types.StringUUID(), nullable=False),
sa.PrimaryKeyConstraint('id', name='dataset_metadata_binding_pkey')
)
with op.batch_alter_table('dataset_metadata_bindings', schema=None) as batch_op:
batch_op.create_index('dataset_metadata_binding_dataset_idx', ['dataset_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_document_idx', ['document_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_metadata_idx', ['metadata_id'], unique=False)
batch_op.create_index('dataset_metadata_binding_tenant_idx', ['tenant_id'], unique=False)
op.create_table('dataset_metadatas',
sa.Column('id', models.types.StringUUID(), server_default=sa.text('uuid_generate_v4()'), nullable=False),
sa.Column('tenant_id', models.types.StringUUID(), nullable=False),
sa.Column('dataset_id', models.types.StringUUID(), nullable=False),
sa.Column('type', sa.String(length=255), nullable=False),
sa.Column('name', sa.String(length=255), nullable=False),
sa.Column('created_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
sa.Column('updated_at', sa.DateTime(), server_default=sa.text('CURRENT_TIMESTAMP(0)'), nullable=False),
sa.Column('created_by', models.types.StringUUID(), nullable=False),
sa.Column('updated_by', models.types.StringUUID(), nullable=True),
sa.PrimaryKeyConstraint('id', name='dataset_metadata_pkey')
)
with op.batch_alter_table('dataset_metadatas', schema=None) as batch_op:
batch_op.create_index('dataset_metadata_dataset_idx', ['dataset_id'], unique=False)
batch_op.create_index('dataset_metadata_tenant_idx', ['tenant_id'], unique=False)
with op.batch_alter_table('datasets', schema=None) as batch_op:
batch_op.add_column(sa.Column('built_in_field_enabled', sa.Boolean(), server_default=sa.text('false'), nullable=False))
with op.batch_alter_table('documents', schema=None) as batch_op:
batch_op.alter_column('doc_metadata',
existing_type=postgresql.JSON(astext_type=sa.Text()),
type_=postgresql.JSONB(astext_type=sa.Text()),
existing_nullable=True)
batch_op.create_index('document_metadata_idx', ['doc_metadata'], unique=False, postgresql_using='gin')
# ### end Alembic commands ###
def downgrade():
# ### commands auto generated by Alembic - please adjust! ###
with op.batch_alter_table('documents', schema=None) as batch_op:
batch_op.drop_index('document_metadata_idx', postgresql_using='gin')
batch_op.alter_column('doc_metadata',
existing_type=postgresql.JSONB(astext_type=sa.Text()),
type_=postgresql.JSON(astext_type=sa.Text()),
existing_nullable=True)
with op.batch_alter_table('datasets', schema=None) as batch_op:
batch_op.drop_column('built_in_field_enabled')
with op.batch_alter_table('dataset_metadatas', schema=None) as batch_op:
batch_op.drop_index('dataset_metadata_tenant_idx')
batch_op.drop_index('dataset_metadata_dataset_idx')
op.drop_table('dataset_metadatas')
with op.batch_alter_table('dataset_metadata_bindings', schema=None) as batch_op:
batch_op.drop_index('dataset_metadata_binding_tenant_idx')
batch_op.drop_index('dataset_metadata_binding_metadata_idx')
batch_op.drop_index('dataset_metadata_binding_document_idx')
batch_op.drop_index('dataset_metadata_binding_dataset_idx')
op.drop_table('dataset_metadata_bindings')
# ### end Alembic commands ###

View File

@ -16,6 +16,7 @@ from sqlalchemy.dialects.postgresql import JSONB
from sqlalchemy.orm import Mapped
from configs import dify_config
from core.rag.index_processor.constant.built_in_field import BuiltInField
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from extensions.ext_storage import storage
from services.entities.knowledge_entities.knowledge_entities import ParentMode, Rule
@ -60,6 +61,7 @@ class Dataset(db.Model): # type: ignore[name-defined]
embedding_model_provider = db.Column(db.String(255), nullable=True)
collection_binding_id = db.Column(StringUUID, nullable=True)
retrieval_model = db.Column(JSONB, nullable=True)
built_in_field_enabled = db.Column(db.Boolean, nullable=False, server_default=db.text("false"))
@property
def dataset_keyword_table(self):
@ -197,6 +199,19 @@ class Dataset(db.Model): # type: ignore[name-defined]
"external_knowledge_api_endpoint": json.loads(external_knowledge_api.settings).get("endpoint", ""),
}
@property
def doc_metadata(self):
dataset_metadatas = db.session.query(DatasetMetadata).filter(DatasetMetadata.dataset_id == self.id).all()
return [
{
"id": dataset_metadata.id,
"name": dataset_metadata.name,
"type": dataset_metadata.type,
}
for dataset_metadata in dataset_metadatas
]
@staticmethod
def gen_collection_name_by_id(dataset_id: str) -> str:
normalized_dataset_id = dataset_id.replace("-", "_")
@ -250,6 +265,7 @@ class Document(db.Model): # type: ignore[name-defined]
db.Index("document_dataset_id_idx", "dataset_id"),
db.Index("document_is_paused_idx", "is_paused"),
db.Index("document_tenant_idx", "tenant_id"),
db.Index("document_metadata_idx", "doc_metadata", postgresql_using="gin"),
)
# initial fields
@ -306,7 +322,7 @@ class Document(db.Model): # type: ignore[name-defined]
archived_at = db.Column(db.DateTime, nullable=True)
updated_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
doc_type = db.Column(db.String(40), nullable=True)
doc_metadata = db.Column(db.JSON, nullable=True)
doc_metadata = db.Column(JSONB, nullable=True)
doc_form = db.Column(db.String(255), nullable=False, server_default=db.text("'text_model'::character varying"))
doc_language = db.Column(db.String(255), nullable=True)
@ -397,6 +413,78 @@ class Document(db.Model): # type: ignore[name-defined]
)
@property
def uploader(self):
user = db.session.query(Account).filter(Account.id == self.created_by).first()
return user.name if user else None
@property
def upload_date(self):
return self.created_at
@property
def last_update_date(self):
return self.updated_at
@property
def doc_metadata_details(self):
if self.doc_metadata:
document_metadatas = (
db.session.query(DatasetMetadata)
.join(DatasetMetadataBinding, DatasetMetadataBinding.metadata_id == DatasetMetadata.id)
.filter(
DatasetMetadataBinding.dataset_id == self.dataset_id, DatasetMetadataBinding.document_id == self.id
)
.all()
)
metadata_list = []
for metadata in document_metadatas:
metadata_dict = {
"id": metadata.id,
"name": metadata.name,
"type": metadata.type,
"value": self.doc_metadata.get(metadata.type),
}
metadata_list.append(metadata_dict)
# deal built-in fields
metadata_list.extend(self.get_built_in_fields())
return metadata_list
return None
def get_built_in_fields(self):
built_in_fields = []
built_in_fields.append({
"id": "built-in",
"name": BuiltInField.document_name,
"type": "string",
"value": self.name,
})
built_in_fields.append({
"id": "built-in",
"name": BuiltInField.uploader,
"type": "string",
"value": self.uploader,
})
built_in_fields.append({
"id": "built-in",
"name": BuiltInField.upload_date,
"type": "date",
"value": self.created_at,
})
built_in_fields.append({
"id": "built-in",
"name": BuiltInField.last_update_date,
"type": "date",
"value": self.updated_at,
})
built_in_fields.append({
"id": "built-in",
"name": BuiltInField.source,
"type": "string",
"value": self.data_source_info,
})
return built_in_fields
def process_rule_dict(self):
if self.dataset_process_rule_id:
return self.dataset_process_rule.to_dict()
@ -930,3 +1018,41 @@ class DatasetAutoDisableLog(db.Model): # type: ignore[name-defined]
document_id = db.Column(StringUUID, nullable=False)
notified = db.Column(db.Boolean, nullable=False, server_default=db.text("false"))
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
class DatasetMetadata(db.Model): # type: ignore[name-defined]
__tablename__ = "dataset_metadatas"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="dataset_metadata_pkey"),
db.Index("dataset_metadata_tenant_idx", "tenant_id"),
db.Index("dataset_metadata_dataset_idx", "dataset_id"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
dataset_id = db.Column(StringUUID, nullable=False)
type = db.Column(db.String(255), nullable=False)
name = db.Column(db.String(255), nullable=False)
created_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
updated_at = db.Column(db.DateTime, nullable=False, server_default=db.text("CURRENT_TIMESTAMP(0)"))
created_by = db.Column(StringUUID, nullable=False)
updated_by = db.Column(StringUUID, nullable=True)
class DatasetMetadataBinding(db.Model): # type: ignore[name-defined]
__tablename__ = "dataset_metadata_bindings"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="dataset_metadata_binding_pkey"),
db.Index("dataset_metadata_binding_tenant_idx", "tenant_id"),
db.Index("dataset_metadata_binding_dataset_idx", "dataset_id"),
db.Index("dataset_metadata_binding_metadata_idx", "metadata_id"),
db.Index("dataset_metadata_binding_document_idx", "document_id"),
)
id = db.Column(StringUUID, server_default=db.text("uuid_generate_v4()"))
tenant_id = db.Column(StringUUID, nullable=False)
dataset_id = db.Column(StringUUID, nullable=False)
metadata_id = db.Column(StringUUID, nullable=False)
document_id = db.Column(StringUUID, nullable=False)
created_at = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
created_by = db.Column(StringUUID, nullable=False)

View File

@ -604,7 +604,7 @@ class InstalledApp(Base):
return tenant
class Conversation(Base):
class Conversation(db.Model): # type: ignore[name-defined]
__tablename__ = "conversations"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="conversation_pkey"),
@ -839,7 +839,7 @@ class Conversation(Base):
return self.override_model_configs is not None
class Message(Base):
class Message(db.Model): # type: ignore[name-defined]
__tablename__ = "messages"
__table_args__ = (
PrimaryKeyConstraint("id", name="message_pkey"),
@ -1190,7 +1190,7 @@ class Message(Base):
)
class MessageFeedback(Base):
class MessageFeedback(db.Model): # type: ignore[name-defined]
__tablename__ = "message_feedbacks"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="message_feedback_pkey"),
@ -1217,7 +1217,7 @@ class MessageFeedback(Base):
return account
class MessageFile(Base):
class MessageFile(db.Model): # type: ignore[name-defined]
__tablename__ = "message_files"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="message_file_pkey"),
@ -1258,7 +1258,7 @@ class MessageFile(Base):
created_at: Mapped[datetime] = db.Column(db.DateTime, nullable=False, server_default=func.current_timestamp())
class MessageAnnotation(Base):
class MessageAnnotation(db.Model): # type: ignore[name-defined]
__tablename__ = "message_annotations"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="message_annotation_pkey"),
@ -1327,7 +1327,7 @@ class AppAnnotationHitHistory(db.Model): # type: ignore[name-defined]
return account
class AppAnnotationSetting(Base):
class AppAnnotationSetting(db.Model): # type: ignore[name-defined]
__tablename__ = "app_annotation_settings"
__table_args__ = (
db.PrimaryKeyConstraint("id", name="app_annotation_settings_pkey"),

2032
api/poetry.lock generated

File diff suppressed because it is too large Load Diff

View File

@ -18,7 +18,7 @@ package-mode = false
authlib = "1.3.1"
azure-identity = "1.16.1"
beautifulsoup4 = "4.12.2"
boto3 = "1.36.12"
boto3 = "1.37.1"
bs4 = "~0.0.1"
cachetools = "~5.3.0"
celery = "~5.4.0"

View File

@ -13,10 +13,11 @@ from sqlalchemy.orm import Session
from werkzeug.exceptions import NotFound
from configs import dify_config
from core.entities import DEFAULT_PLUGIN_ID
from core.errors.error import LLMBadRequestError, ProviderTokenNotInitError
from core.model_manager import ModelManager
from core.model_runtime.entities.model_entities import ModelType
from core.rag.index_processor.constant.built_in_field import BuiltInField
from core.plugin.entities.plugin import ModelProviderID
from core.rag.index_processor.constant.index_type import IndexType
from core.rag.retrieval.retrieval_methods import RetrievalMethod
from events.dataset_event import dataset_was_deleted
@ -328,14 +329,10 @@ class DatasetService:
else:
# add default plugin id to both setting sets, to make sure the plugin model provider is consistent
plugin_model_provider = dataset.embedding_model_provider
if "/" not in plugin_model_provider:
plugin_model_provider = f"{DEFAULT_PLUGIN_ID}/{plugin_model_provider}/{plugin_model_provider}"
plugin_model_provider = str(ModelProviderID(plugin_model_provider))
new_plugin_model_provider = data["embedding_model_provider"]
if "/" not in new_plugin_model_provider:
new_plugin_model_provider = (
f"{DEFAULT_PLUGIN_ID}/{new_plugin_model_provider}/{new_plugin_model_provider}"
)
new_plugin_model_provider = str(ModelProviderID(new_plugin_model_provider))
if (
new_plugin_model_provider != plugin_model_provider
@ -603,9 +600,45 @@ class DocumentService:
return document
@staticmethod
def get_document_by_ids(document_ids: list[str]) -> list[Document]:
documents = (
db.session.query(Document)
.filter(
Document.id.in_(document_ids),
Document.enabled == True,
Document.indexing_status == "completed",
Document.archived == False,
)
.all()
)
return documents
@staticmethod
def get_document_by_dataset_id(dataset_id: str) -> list[Document]:
documents = db.session.query(Document).filter(Document.dataset_id == dataset_id, Document.enabled == True).all()
documents = (
db.session.query(Document)
.filter(
Document.dataset_id == dataset_id,
Document.enabled == True,
)
.all()
)
return documents
@staticmethod
def get_working_documents_by_dataset_id(dataset_id: str) -> list[Document]:
documents = (
db.session.query(Document)
.filter(
Document.dataset_id == dataset_id,
Document.enabled == True,
Document.indexing_status == "completed",
Document.archived == False,
)
.all()
)
return documents
@ -688,7 +721,11 @@ class DocumentService:
if document.tenant_id != current_user.current_tenant_id:
raise ValueError("No permission.")
document.name = name
if dataset.built_in_field_enabled:
if document.doc_metadata:
document.doc_metadata[BuiltInField.document_name] = name
else:
document.name = name
db.session.add(document)
db.session.commit()
@ -979,6 +1016,8 @@ class DocumentService:
"notion_page_icon": page.page_icon.model_dump() if page.page_icon else None,
"type": page.type,
}
# Truncate page name to 255 characters to prevent DB field length errors
truncated_page_name = page.page_name[:255] if page.page_name else "nopagename"
document = DocumentService.build_document(
dataset,
dataset_process_rule.id, # type: ignore
@ -989,7 +1028,7 @@ class DocumentService:
created_from,
position,
account,
page.page_name,
truncated_page_name,
batch,
knowledge_config.metadata,
)
@ -1086,9 +1125,22 @@ class DocumentService:
doc_form=document_form,
doc_language=document_language,
)
doc_metadata = {}
if dataset.built_in_field_enabled:
doc_metadata = {
BuiltInField.document_name: name,
BuiltInField.uploader: account.name,
BuiltInField.upload_date: datetime.datetime.now(datetime.timezone.utc).strftime("%Y-%m-%d %H:%M:%S"),
BuiltInField.last_update_date: datetime.datetime.now(datetime.timezone.utc).strftime(
"%Y-%m-%d %H:%M:%S"
),
BuiltInField.source: data_source_type,
}
if metadata is not None:
document.doc_metadata = metadata.doc_metadata
doc_metadata.update(metadata.doc_metadata)
document.doc_type = metadata.doc_type
if doc_metadata:
document.doc_metadata = doc_metadata
return document
@staticmethod

View File

@ -124,3 +124,36 @@ class SegmentUpdateArgs(BaseModel):
class ChildChunkUpdateArgs(BaseModel):
id: Optional[str] = None
content: str
class MetadataArgs(BaseModel):
type: Literal["string", "number", "time"]
name: str
class MetadataUpdateArgs(BaseModel):
name: str
value: str
class MetadataValueUpdateArgs(BaseModel):
fields: list[MetadataUpdateArgs]
class MetadataDetail(BaseModel):
id: str
name: str
value: str
class DocumentMetadataOperation(BaseModel):
document_id: str
metadata_list: list[MetadataDetail]
class MetadataOperationData(BaseModel):
"""
Metadata operation data
"""
operation_data: list[DocumentMetadataOperation]

View File

@ -0,0 +1,182 @@
import datetime
from typing import Optional
from flask_login import current_user # type: ignore
from core.rag.index_processor.constant.built_in_field import BuiltInField
from extensions.ext_database import db
from extensions.ext_redis import redis_client
from models.dataset import Dataset, DatasetMetadata, DatasetMetadataBinding
from services.dataset_service import DocumentService
from services.entities.knowledge_entities.knowledge_entities import (
MetadataArgs,
MetadataOperationData,
)
from tasks.update_documents_metadata_task import update_documents_metadata_task
class MetadataService:
@staticmethod
def create_metadata(dataset_id: str, metadata_args: MetadataArgs) -> DatasetMetadata:
metadata = DatasetMetadata(
dataset_id=dataset_id,
type=metadata_args.type,
name=metadata_args.name,
created_by=current_user.id,
)
db.session.add(metadata)
db.session.commit()
return metadata
@staticmethod
def update_metadata_name(dataset_id: str, metadata_id: str, name: str) -> DatasetMetadata:
lock_key = f"dataset_metadata_lock_{dataset_id}"
MetadataService.knowledge_base_metadata_lock_check(dataset_id, None)
metadata = DatasetMetadata.query.filter_by(id=metadata_id).first()
if metadata is None:
raise ValueError("Metadata not found.")
old_name = metadata.name
metadata.name = name
metadata.updated_by = current_user.id
metadata.updated_at = datetime.datetime.now(datetime.UTC).replace(tzinfo=None)
# update related documents
documents = []
dataset_metadata_bindings = DatasetMetadataBinding.query.filter_by(metadata_id=metadata_id).all()
if dataset_metadata_bindings:
document_ids = [binding.document_id for binding in dataset_metadata_bindings]
documents = DocumentService.get_document_by_ids(document_ids)
for document in documents:
document.doc_metadata[name] = document.doc_metadata.pop(old_name)
db.session.add(document)
db.session.commit()
if document_ids:
update_documents_metadata_task.delay(dataset_id, document_ids, lock_key)
return metadata
@staticmethod
def delete_metadata(dataset_id: str, metadata_id: str):
lock_key = f"dataset_metadata_lock_{dataset_id}"
MetadataService.knowledge_base_metadata_lock_check(dataset_id, None)
metadata = DatasetMetadata.query.filter_by(id=metadata_id).first()
if metadata is None:
raise ValueError("Metadata not found.")
db.session.delete(metadata)
# delete related documents
dataset_metadata_bindings = DatasetMetadataBinding.query.filter_by(metadata_id=metadata_id).all()
if dataset_metadata_bindings:
document_ids = [binding.document_id for binding in dataset_metadata_bindings]
documents = DocumentService.get_document_by_ids(document_ids)
for document in documents:
document.doc_metadata.pop(metadata.name)
db.session.add(document)
db.session.commit()
if document_ids:
update_documents_metadata_task.delay(dataset_id, document_ids, lock_key)
@staticmethod
def get_built_in_fields():
return [
{"name": BuiltInField.document_name, "type": "string"},
{"name": BuiltInField.uploader, "type": "string"},
{"name": BuiltInField.upload_date, "type": "date"},
{"name": BuiltInField.last_update_date, "type": "date"},
{"name": BuiltInField.source, "type": "string"},
]
@staticmethod
def enable_built_in_field(dataset: Dataset):
if dataset.built_in_fields:
return
lock_key = f"dataset_metadata_lock_{dataset.id}"
MetadataService.knowledge_base_metadata_lock_check(dataset.id, None)
dataset.built_in_fields = True
db.session.add(dataset)
documents = DocumentService.get_working_documents_by_dataset_id(dataset.id)
document_ids = []
if documents:
for document in documents:
document.doc_metadata[BuiltInField.document_name] = document.name
document.doc_metadata[BuiltInField.uploader] = document.uploader
document.doc_metadata[BuiltInField.upload_date] = document.upload_date.strftime("%Y-%m-%d %H:%M:%S")
document.doc_metadata[BuiltInField.last_update_date] = document.last_update_date.strftime(
"%Y-%m-%d %H:%M:%S"
)
document.doc_metadata[BuiltInField.source] = document.data_source_type
db.session.add(document)
document_ids.append(document.id)
db.session.commit()
if document_ids:
update_documents_metadata_task.delay(dataset.id, document_ids, lock_key)
@staticmethod
def disable_built_in_field(dataset: Dataset):
if not dataset.built_in_fields:
return
lock_key = f"dataset_metadata_lock_{dataset.id}"
MetadataService.knowledge_base_metadata_lock_check(dataset.id, None)
dataset.built_in_fields = False
db.session.add(dataset)
documents = DocumentService.get_working_documents_by_dataset_id(dataset.id)
document_ids = []
if documents:
for document in documents:
document.doc_metadata.pop(BuiltInField.document_name)
document.doc_metadata.pop(BuiltInField.uploader)
document.doc_metadata.pop(BuiltInField.upload_date)
document.doc_metadata.pop(BuiltInField.last_update_date)
document.doc_metadata.pop(BuiltInField.source)
db.session.add(document)
document_ids.append(document.id)
db.session.commit()
if document_ids:
update_documents_metadata_task.delay(dataset.id, document_ids, lock_key)
@staticmethod
def update_documents_metadata(dataset: Dataset, metadata_args: MetadataOperationData):
for operation in metadata_args.operation_data:
lock_key = f"document_metadata_lock_{operation.document_id}"
MetadataService.knowledge_base_metadata_lock_check(None, operation.document_id)
document = DocumentService.get_document(operation.document_id)
if document is None:
raise ValueError("Document not found.")
document.doc_metadata = {}
for metadata_value in metadata_args.fields:
document.doc_metadata[metadata_value.name] = metadata_value.value
if dataset.built_in_fields:
document.doc_metadata[BuiltInField.document_name] = document.name
document.doc_metadata[BuiltInField.uploader] = document.uploader
document.doc_metadata[BuiltInField.upload_date] = document.upload_date.strftime("%Y-%m-%d %H:%M:%S")
document.doc_metadata[BuiltInField.last_update_date] = document.last_update_date.strftime(
"%Y-%m-%d %H:%M:%S"
)
document.doc_metadata[BuiltInField.source] = document.data_source_type
# deal metadata bindding
DatasetMetadataBinding.query.filter_by(document_id=operation.document_id).delete()
for metadata_value in operation.metadata_list:
dataset_metadata_binding = DatasetMetadataBinding(
tenant_id=current_user.tenant_id,
dataset_id=dataset.id,
document_id=operation.document_id,
metadata_id=metadata_value.id,
created_by=current_user.id,
)
db.session.add(dataset_metadata_binding)
db.session.add(document)
db.session.commit()
update_documents_metadata_task.delay(dataset.id, [document.id], lock_key)
@staticmethod
def knowledge_base_metadata_lock_check(dataset_id: Optional[str], document_id: Optional[str]):
if dataset_id:
lock_key = f"dataset_metadata_lock_{dataset_id}"
if redis_client.get(lock_key):
raise ValueError("Another knowledge base metadata operation is running, please wait a moment.")
redis_client.set(lock_key, 1, ex=3600)
if document_id:
lock_key = f"document_metadata_lock_{document_id}"
if redis_client.get(lock_key):
raise ValueError("Another document metadata operation is running, please wait a moment.")
redis_client.set(lock_key, 1, ex=3600)

View File

@ -233,56 +233,57 @@ class BuiltinToolManageService:
# get all builtin providers
provider_controllers = ToolManager.list_builtin_providers(tenant_id)
# get all user added providers
db_providers: list[BuiltinToolProvider] = (
db.session.query(BuiltinToolProvider).filter(BuiltinToolProvider.tenant_id == tenant_id).all() or []
)
with db.session.no_autoflush:
# get all user added providers
db_providers: list[BuiltinToolProvider] = (
db.session.query(BuiltinToolProvider).filter(BuiltinToolProvider.tenant_id == tenant_id).all() or []
)
# rewrite db_providers
for db_provider in db_providers:
db_provider.provider = str(ToolProviderID(db_provider.provider))
# rewrite db_providers
for db_provider in db_providers:
db_provider.provider = str(ToolProviderID(db_provider.provider))
# find provider
def find_provider(provider):
return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None)
# find provider
def find_provider(provider):
return next(filter(lambda db_provider: db_provider.provider == provider, db_providers), None)
result: list[ToolProviderApiEntity] = []
result: list[ToolProviderApiEntity] = []
for provider_controller in provider_controllers:
try:
# handle include, exclude
if is_filtered(
include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore
exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore
data=provider_controller,
name_func=lambda x: x.identity.name,
):
continue
for provider_controller in provider_controllers:
try:
# handle include, exclude
if is_filtered(
include_set=dify_config.POSITION_TOOL_INCLUDES_SET, # type: ignore
exclude_set=dify_config.POSITION_TOOL_EXCLUDES_SET, # type: ignore
data=provider_controller,
name_func=lambda x: x.identity.name,
):
continue
# convert provider controller to user provider
user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider(
provider_controller=provider_controller,
db_provider=find_provider(provider_controller.entity.identity.name),
decrypt_credentials=True,
)
# add icon
ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider)
tools = provider_controller.get_tools()
for tool in tools or []:
user_builtin_provider.tools.append(
ToolTransformService.convert_tool_entity_to_api_entity(
tenant_id=tenant_id,
tool=tool,
credentials=user_builtin_provider.original_credentials,
labels=ToolLabelManager.get_tool_labels(provider_controller),
)
# convert provider controller to user provider
user_builtin_provider = ToolTransformService.builtin_provider_to_user_provider(
provider_controller=provider_controller,
db_provider=find_provider(provider_controller.entity.identity.name),
decrypt_credentials=True,
)
result.append(user_builtin_provider)
except Exception as e:
raise e
# add icon
ToolTransformService.repack_provider(tenant_id=tenant_id, provider=user_builtin_provider)
tools = provider_controller.get_tools()
for tool in tools or []:
user_builtin_provider.tools.append(
ToolTransformService.convert_tool_entity_to_api_entity(
tenant_id=tenant_id,
tool=tool,
credentials=user_builtin_provider.original_credentials,
labels=ToolLabelManager.get_tool_labels(provider_controller),
)
)
result.append(user_builtin_provider)
except Exception as e:
raise e
return BuiltinToolProviderSort.sort(result)

View File

@ -0,0 +1,121 @@
import logging
import time
from typing import Optional
import click
from celery import shared_task # type: ignoreq
from core.rag.index_processor.constant.built_in_field import BuiltInField
from core.rag.index_processor.constant.index_type import IndexType
from core.rag.index_processor.index_processor_factory import IndexProcessorFactory
from core.rag.models.document import ChildDocument, Document
from extensions.ext_database import db
from extensions.ext_redis import redis_client
from models.dataset import (
Document as DatasetDocument,
)
from models.dataset import (
DocumentSegment,
)
from services.dataset_service import DatasetService
@shared_task(queue="dataset")
def update_documents_metadata_task(
dataset_id: str,
document_ids: list[str],
lock_key: Optional[str] = None,
):
"""
Update documents metadata.
:param dataset_id: dataset id
:param document_ids: document ids
Usage: update_documents_metadata_task.delay(dataset_id, document_ids)
"""
logging.info(click.style("Start update documents metadata: {}".format(dataset_id), fg="green"))
start_at = time.perf_counter()
try:
dataset = DatasetService.get_dataset(dataset_id)
if dataset is None:
raise ValueError("Dataset not found.")
documents = (
db.session.query(DatasetDocument)
.filter(
DatasetDocument.dataset_id == dataset_id,
DatasetDocument.id.in_(document_ids),
DatasetDocument.enabled == True,
DatasetDocument.indexing_status == "completed",
DatasetDocument.archived == False,
)
.all()
)
if not documents:
raise ValueError("Documents not found.")
for dataset_document in documents:
index_processor = IndexProcessorFactory(dataset_document.doc_form).init_index_processor()
segments = (
db.session.query(DocumentSegment)
.filter(
DocumentSegment.dataset_id == dataset_id,
DocumentSegment.document_id == dataset_document.id,
DocumentSegment.enabled == True,
)
.all()
)
if not segments:
continue
# delete all documents in vector index
index_node_ids = [segment.index_node_id for segment in segments]
index_processor.clean(dataset, index_node_ids, with_keywords=False, delete_child_chunks=True)
# update documents metadata
documents = []
for segment in segments:
document = Document(
page_content=segment.content,
metadata={
"doc_id": segment.index_node_id,
"doc_hash": segment.index_node_hash,
"document_id": dataset_document.id,
"dataset_id": dataset_id,
},
)
if dataset_document.doc_form == IndexType.PARENT_CHILD_INDEX:
child_chunks = segment.child_chunks
if child_chunks:
child_documents = []
for child_chunk in child_chunks:
child_document = ChildDocument(
page_content=child_chunk.content,
metadata={
"doc_id": child_chunk.index_node_id,
"doc_hash": child_chunk.index_node_hash,
"document_id": dataset_document.id,
"dataset_id": dataset_id,
},
)
if dataset.built_in_field_enabled:
child_document.metadata[BuiltInField.uploader] = dataset_document.created_by
child_document.metadata[BuiltInField.upload_date] = dataset_document.created_at
child_document.metadata[BuiltInField.last_update_date] = dataset_document.updated_at
child_document.metadata[BuiltInField.source] = dataset_document.data_source_type
child_document.metadata[BuiltInField.original_filename] = dataset_document.name
if dataset_document.doc_metadata:
child_document.metadata.update(dataset_document.doc_metadata)
child_documents.append(child_document)
document.children = child_documents
documents.append(document) # noqa: B909
# save vector index
index_processor.load(dataset, documents)
end_at = time.perf_counter()
logging.info(
click.style("Updated documents metadata: {} latency: {}".format(dataset_id, end_at - start_at), fg="green")
)
except Exception:
logging.exception("Updated documents metadata failed")
finally:
if lock_key:
redis_client.delete(lock_key)

View File

@ -122,6 +122,7 @@ services:
SANDBOX_PORT: ${SANDBOX_PORT:-8194}
volumes:
- ./volumes/sandbox/dependencies:/dependencies
- ./volumes/sandbox/conf:/conf
healthcheck:
test: [ 'CMD', 'curl', '-f', 'http://localhost:8194/health' ]
networks:

View File

@ -534,6 +534,7 @@ services:
SANDBOX_PORT: ${SANDBOX_PORT:-8194}
volumes:
- ./volumes/sandbox/dependencies:/dependencies
- ./volumes/sandbox/conf:/conf
healthcheck:
test: [ 'CMD', 'curl', '-f', 'http://localhost:8194/health' ]
networks:

View File

@ -27,6 +27,7 @@ import { BubbleTextMod, ChatBot, ListSparkle, Logic } from '@/app/components/bas
import { NEED_REFRESH_APP_LIST_KEY } from '@/config'
import { getRedirection } from '@/utils/app-redirection'
import FullScreenModal from '@/app/components/base/fullscreen-modal'
import useTheme from '@/hooks/use-theme'
type CreateAppProps = {
onSuccess: () => void
@ -346,7 +347,7 @@ function AppPreview({ mode }: { mode: AppMode }) {
}
function AppScreenShot({ mode, show }: { mode: AppMode; show: boolean }) {
const theme = useContextSelector(AppsContext, state => state.theme)
const { theme } = useTheme()
const modeToImageMap = {
'chat': 'Chatbot',
'advanced-chat': 'Chatflow',

View File

@ -0,0 +1,58 @@
<svg width="20" height="20" viewBox="0 0 20 20" fill="none" xmlns="http://www.w3.org/2000/svg">
<g id="Partner">
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"name": "stop",
"attributes": {
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},
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},
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"name": "stop",
"attributes": {
"offset": "1",
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"stop-opacity": "0.8"
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"type": "element",
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"children": [
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"type": "element",
"name": "stop",
"attributes": {
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},
"children": []
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{
"type": "element",
"name": "stop",
"attributes": {
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"stop-opacity": "0.2"
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"children": []
}
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}
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}
]
},
"name": "PartnerDark"
}

View File

@ -0,0 +1,16 @@
// GENERATE BY script
// DON NOT EDIT IT MANUALLY
import * as React from 'react'
import data from './PartnerDark.json'
import IconBase from '@/app/components/base/icons/IconBase'
import type { IconBaseProps, IconData } from '@/app/components/base/icons/IconBase'
const Icon = React.forwardRef<React.MutableRefObject<SVGElement>, Omit<IconBaseProps, 'data'>>((
props,
ref,
) => <IconBase {...props} ref={ref} data={data as IconData} />)
Icon.displayName = 'PartnerDark'
export default Icon

View File

@ -0,0 +1,446 @@
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{
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"attributes": {
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"name": "stop",
"attributes": {
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},
"name": "PartnerLight"
}

View File

@ -0,0 +1,16 @@
// GENERATE BY script
// DON NOT EDIT IT MANUALLY
import * as React from 'react'
import data from './PartnerLight.json'
import IconBase from '@/app/components/base/icons/IconBase'
import type { IconBaseProps, IconData } from '@/app/components/base/icons/IconBase'
const Icon = React.forwardRef<React.MutableRefObject<SVGElement>, Omit<IconBaseProps, 'data'>>((
props,
ref,
) => <IconBase {...props} ref={ref} data={data as IconData} />)
Icon.displayName = 'PartnerLight'
export default Icon

View File

@ -0,0 +1,457 @@
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},
"children": []
},
{
"type": "element",
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"in": "SourceGraphic",
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},
"children": []
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},
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"name": "linearGradient",
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"x2": "10.0001",
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"gradientUnits": "userSpaceOnUse"
},
"children": [
{
"type": "element",
"name": "stop",
"attributes": {
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"stop-opacity": "0.95"
},
"children": []
},
{
"type": "element",
"name": "stop",
"attributes": {
"offset": "1",
"stop-color": "white",
"stop-opacity": "0.8"
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"children": []
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"type": "element",
"name": "linearGradient",
"attributes": {
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"children": [
{
"type": "element",
"name": "stop",
"attributes": {
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"stop-opacity": "0.12"
},
"children": []
},
{
"type": "element",
"name": "stop",
"attributes": {
"offset": "1",
"stop-color": "white",
"stop-opacity": "0.2"
},
"children": []
}
]
}
]
}
]
},
"name": "VerifiedDark"
}

View File

@ -0,0 +1,16 @@
// GENERATE BY script
// DON NOT EDIT IT MANUALLY
import * as React from 'react'
import data from './VerifiedDark.json'
import IconBase from '@/app/components/base/icons/IconBase'
import type { IconBaseProps, IconData } from '@/app/components/base/icons/IconBase'
const Icon = React.forwardRef<React.MutableRefObject<SVGElement>, Omit<IconBaseProps, 'data'>>((
props,
ref,
) => <IconBase {...props} ref={ref} data={data as IconData} />)
Icon.displayName = 'VerifiedDark'
export default Icon

View File

@ -0,0 +1,456 @@
{
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"isRootNode": true,
"name": "svg",
"attributes": {
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"height": "20",
"viewBox": "0 0 20 20",
"fill": "none",
"xmlns": "http://www.w3.org/2000/svg"
},
"children": [
{
"type": "element",
"name": "g",
"attributes": {
"id": "Verified"
},
"children": [
{
"type": "element",
"name": "mask",
"attributes": {
"id": "mask0_6295_120949",
"style": "mask-type:alpha",
"maskUnits": "userSpaceOnUse",
"x": "0",
"y": "0",
"width": "20",
"height": "20"
},
"children": [
{
"type": "element",
"name": "g",
"attributes": {
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"stop-opacity": "0.95"
},
"children": []
},
{
"type": "element",
"name": "stop",
"attributes": {
"offset": "1",
"stop-color": "#155AEF"
},
"children": []
}
]
},
{
"type": "element",
"name": "linearGradient",
"attributes": {
"id": "paint4_linear_6295_120949",
"x1": "10.0001",
"y1": "6.80542",
"x2": "10.0001",
"y2": "13.8004",
"gradientUnits": "userSpaceOnUse"
},
"children": [
{
"type": "element",
"name": "stop",
"attributes": {
"stop-color": "white"
},
"children": []
},
{
"type": "element",
"name": "stop",
"attributes": {
"offset": "1",
"stop-color": "white",
"stop-opacity": "0.9"
},
"children": []
}
]
},
{
"type": "element",
"name": "linearGradient",
"attributes": {
"id": "paint5_linear_6295_120949",
"x1": "-4.78632",
"y1": "4.375",
"x2": "16.2164",
"y2": "10.4",
"gradientUnits": "userSpaceOnUse"
},
"children": [
{
"type": "element",
"name": "stop",
"attributes": {
"stop-color": "white",
"stop-opacity": "0.12"
},
"children": []
},
{
"type": "element",
"name": "stop",
"attributes": {
"offset": "1",
"stop-color": "white",
"stop-opacity": "0.3"
},
"children": []
}
]
}
]
}
]
},
"name": "VerifiedLight"
}

View File

@ -0,0 +1,16 @@
// GENERATE BY script
// DON NOT EDIT IT MANUALLY
import * as React from 'react'
import data from './VerifiedLight.json'
import IconBase from '@/app/components/base/icons/IconBase'
import type { IconBaseProps, IconData } from '@/app/components/base/icons/IconBase'
const Icon = React.forwardRef<React.MutableRefObject<SVGElement>, Omit<IconBaseProps, 'data'>>((
props,
ref,
) => <IconBase {...props} ref={ref} data={data as IconData} />)
Icon.displayName = 'VerifiedLight'
export default Icon

View File

@ -1,3 +1,7 @@
export { default as Google } from './Google'
export { default as PartnerDark } from './PartnerDark'
export { default as PartnerLight } from './PartnerLight'
export { default as VerifiedDark } from './VerifiedDark'
export { default as VerifiedLight } from './VerifiedLight'
export { default as WebReader } from './WebReader'
export { default as Wikipedia } from './Wikipedia'

View File

@ -258,6 +258,11 @@ export function Markdown(props: { content: string; className?: string }) {
if (node.type === 'element' && node.properties?.ref)
delete node.properties.ref
if (node.type === 'element' && !/^[a-z][a-z0-9]*$/i.test(node.tagName)) {
node.type = 'text'
node.value = `<${node.tagName}`
}
if (node.children)
node.children.forEach(iterate)
}

View File

@ -59,7 +59,7 @@ const Toast = ({
}`}
/>
<div className={`flex ${size === 'md' ? 'gap-1' : 'gap-0.5'}`}>
<div className={`flex justify-center items-center ${size === 'md' ? 'p-0.5' : 'p-1'}`}>
<div className={`flex justify-center items-start ${size === 'md' ? 'p-0.5' : 'p-1'}`}>
{type === 'success' && <RiCheckboxCircleFill className={`${size === 'md' ? 'w-5 h-5' : 'w-4 h-4'} text-text-success`} aria-hidden="true" />}
{type === 'error' && <RiErrorWarningFill className={`${size === 'md' ? 'w-5 h-5' : 'w-4 h-4'} text-text-destructive`} aria-hidden="true" />}
{type === 'warning' && <RiAlertFill className={`${size === 'md' ? 'w-5 h-5' : 'w-4 h-4'} text-text-warning-secondary`} aria-hidden="true" />}

View File

@ -16,8 +16,8 @@ import { fetchSupportFileTypes } from '@/service/datasets'
import I18n from '@/context/i18n'
import { LanguagesSupported } from '@/i18n/language'
import { IS_CE_EDITION } from '@/config'
import { useAppContext } from '@/context/app-context'
import { Theme } from '@/types/app'
import useTheme from '@/hooks/use-theme'
const FILES_NUMBER_LIMIT = 20
@ -226,7 +226,7 @@ const FileUploader = ({
initialUpload(files.filter(isValid))
}, [isValid, initialUpload])
const { theme } = useAppContext()
const { theme } = useTheme()
const chartColor = useMemo(() => theme === Theme.dark ? '#5289ff' : '#296dff', [theme])
useEffect(() => {
@ -243,7 +243,7 @@ const FileUploader = ({
}, [handleDrop])
return (
<div className="mb-5 max-w-[640px]">
<div className="mb-5 w-[640px]">
{!hideUpload && (
<input
ref={fileUploader}

View File

@ -39,6 +39,8 @@ type Props = {
searchText: string
}
const FixedModelProvider = ['langgenius/openai/openai', 'langgenius/anthropic/anthropic']
const ModelProviderPage = ({ searchText }: Props) => {
const debouncedSearchText = useDebounce(searchText, { wait: 500 })
const { t } = useTranslation()
@ -66,6 +68,16 @@ const ModelProviderPage = ({ searchText }: Props) => {
notConfiguredProviders.push(provider)
})
configuredProviders.sort((a, b) => {
if (FixedModelProvider.includes(a.provider) && FixedModelProvider.includes(b.provider))
return FixedModelProvider.indexOf(a.provider) - FixedModelProvider.indexOf(b.provider) > 0 ? 1 : -1
else if (FixedModelProvider.includes(a.provider))
return -1
else if (FixedModelProvider.includes(b.provider))
return 1
return 0
})
return [configuredProviders, notConfiguredProviders]
}, [providers])
const [filteredConfiguredProviders, filteredNotConfiguredProviders] = useMemo(() => {

View File

@ -97,7 +97,7 @@ const PopupItem: FC<PopupItemProps> = ({
provider={model}
modelName={modelItem.model}
/>
<div className='truncate text-text-primary system-md-medium'>{modelItem.label[language] || modelItem.label.en_US}</div>
<div className='text-text-primary system-md-medium text-wrap break-words'>{modelItem.label[language] || modelItem.label.en_US}</div>
</div>
{/* {currentProvider?.description && (
<div className='text-text-tertiary system-xs-regular'>{currentProvider?.description?.[language] || currentProvider?.description?.en_US}</div>

View File

@ -1,12 +1,12 @@
import type { FC } from 'react'
import type { ModelProvider } from '../declarations'
import { useLanguage } from '../hooks'
import { useAppContext } from '@/context/app-context'
import { Openai } from '@/app/components/base/icons/src/vender/other'
import { AnthropicDark, AnthropicLight } from '@/app/components/base/icons/src/public/llm'
import { renderI18nObject } from '@/hooks/use-i18n'
import { Theme } from '@/types/app'
import cn from '@/utils/classnames'
import useTheme from '@/hooks/use-theme'
type ProviderIconProps = {
provider: ModelProvider
@ -16,7 +16,7 @@ const ProviderIcon: FC<ProviderIconProps> = ({
provider,
className,
}) => {
const { theme } = useAppContext()
const { theme } = useTheme()
const language = useLanguage()
if (provider.provider === 'langgenius/anthropic/anthropic') {

View File

@ -0,0 +1,24 @@
'use client'
import { RiCloseLine } from '@remixicon/react'
import { useBoolean } from 'ahooks'
import type { PropsWithChildren } from 'react'
import { useEffect } from 'react'
import { useTranslation } from 'react-i18next'
export default function OfflineNotice({ children }: PropsWithChildren) {
const { t } = useTranslation()
const [showOfflineNotice, { setFalse }] = useBoolean(true)
useEffect(() => {
const timer = setTimeout(setFalse, 60000)
return () => clearTimeout(timer)
}, [setFalse])
return <>
{showOfflineNotice && <div className='px-4 py-2 flex items-center justify-start gap-x-2 bg-[#FFFAEB] border-b-[0.5px] border-b-[#FEF0C7]'>
<div className='rounded-[12px] flex items-center justify-center px-2 py-0.5 h-[22px] bg-[#f79009] text-white text-[11px] not-italic font-medium leading[18px]'>{t('common.offlineNoticeTitle')}</div>
<div className='grow font-medium leading-[18px] text-[12px] not-italic text-[#344054]'>{t('common.offlineNotice')}</div>
<RiCloseLine className='size-4 text-[#667085] cursor-pointer' onClick={setFalse} />
</div>}
{children}
</>
}

View File

@ -0,0 +1,37 @@
import React, { type FC } from 'react'
import cn from '@/utils/classnames'
import Tooltip from '@/app/components/base/tooltip'
import { Theme } from '@/types/app'
type IconWithTooltipProps = {
className?: string
popupContent?: string
theme: Theme
BadgeIconLight: React.ElementType
BadgeIconDark: React.ElementType
}
const IconWithTooltip: FC<IconWithTooltipProps> = ({
className,
theme,
popupContent,
BadgeIconLight,
BadgeIconDark,
}) => {
const isDark = theme === Theme.dark
const iconClassName = cn('w-5 h-5', className)
const Icon = isDark ? BadgeIconDark : BadgeIconLight
return (
<Tooltip
popupClassName='p-1.5 border-[0.5px] border-[0.5px] border-components-panel-border bg-components-tooltip-bg text-text-secondary system-xs-medium'
popupContent={popupContent}
>
<div className='flex items-center justify-center shrink-0'>
<Icon className={iconClassName} />
</div>
</Tooltip>
)
}
export default React.memo(IconWithTooltip)

View File

@ -0,0 +1,29 @@
import type { FC } from 'react'
import IconWithTooltip from './icon-with-tooltip'
import PartnerDark from '@/app/components/base/icons/src/public/plugins/PartnerDark'
import PartnerLight from '@/app/components/base/icons/src/public/plugins/PartnerLight'
import useTheme from '@/hooks/use-theme'
type PartnerProps = {
className?: string
text: string
}
const Partner: FC<PartnerProps> = ({
className,
text,
}) => {
const { theme } = useTheme()
return (
<IconWithTooltip
className={className}
theme={theme}
BadgeIconLight={PartnerLight}
BadgeIconDark={PartnerDark}
popupContent={text}
/>
)
}
export default Partner

View File

@ -0,0 +1,29 @@
import type { FC } from 'react'
import IconWithTooltip from './icon-with-tooltip'
import VerifiedDark from '@/app/components/base/icons/src/public/plugins/VerifiedDark'
import VerifiedLight from '@/app/components/base/icons/src/public/plugins/VerifiedLight'
import useTheme from '@/hooks/use-theme'
type VerifiedProps = {
className?: string
text: string
}
const Verified: FC<VerifiedProps> = ({
className,
text,
}) => {
const { theme } = useTheme()
return (
<IconWithTooltip
className={className}
theme={theme}
BadgeIconLight={VerifiedLight}
BadgeIconDark={VerifiedDark}
popupContent={text}
/>
)
}
export default Verified

View File

@ -1,6 +1,5 @@
'use client'
import React from 'react'
import { RiVerifiedBadgeLine } from '@remixicon/react'
import type { Plugin } from '../types'
import Icon from '../card/base/card-icon'
import CornerMark from './base/corner-mark'
@ -14,6 +13,8 @@ import { getLanguage } from '@/i18n/language'
import { useSingleCategories } from '../hooks'
import { renderI18nObject } from '@/hooks/use-i18n'
import { useMixedTranslation } from '@/app/components/plugins/marketplace/hooks'
import Partner from '../base/badges/partner'
import Verified from '../base/badges/verified'
export type Props = {
className?: string
@ -46,11 +47,12 @@ const Card = ({
const locale = localeFromProps ? getLanguage(localeFromProps) : defaultLocale
const { t } = useMixedTranslation(localeFromProps)
const { categoriesMap } = useSingleCategories(t)
const { category, type, name, org, label, brief, icon, verified } = payload
const { category, type, name, org, label, brief, icon, verified, badges = [] } = payload
const isBundle = !['plugin', 'model', 'tool', 'extension', 'agent-strategy'].includes(type)
const cornerMark = isBundle ? categoriesMap.bundle?.label : categoriesMap[category]?.label
const getLocalizedText = (obj: Record<string, string> | undefined) =>
obj ? renderI18nObject(obj, locale) : ''
const isPartner = badges.includes('partner')
const wrapClassName = cn('relative p-4 pb-3 border-[0.5px] border-components-panel-border bg-components-panel-on-panel-item-bg hover-bg-components-panel-on-panel-item-bg rounded-xl shadow-xs', className)
if (isLoading) {
@ -71,7 +73,8 @@ const Card = ({
<div className="ml-3 w-0 grow">
<div className="flex items-center h-5">
<Title title={getLocalizedText(label)} />
{verified && <RiVerifiedBadgeLine className="shrink-0 ml-0.5 w-4 h-4 text-text-accent" />}
{isPartner && <Partner className='w-4 h-4 ml-0.5' text={t('plugin.marketplace.partnerTip')} />}
{verified && <Verified className='w-4 h-4 ml-0.5' text={t('plugin.marketplace.verifiedTip')} />}
{titleLeft} {/* This can be version badge */}
</div>
<OrgInfo

View File

@ -38,7 +38,7 @@ export const pluginManifestInMarketToPluginProps = (pluginManifest: PluginManife
label: pluginManifest.label,
brief: pluginManifest.brief,
icon: pluginManifest.icon,
verified: pluginManifest.verified,
verified: true,
introduction: pluginManifest.introduction,
repository: '',
install_count: 0,
@ -46,6 +46,7 @@ export const pluginManifestInMarketToPluginProps = (pluginManifest: PluginManife
settings: [],
},
tags: [],
badges: pluginManifest.badges,
}
}

View File

@ -87,6 +87,7 @@ export type PluginManifestInMarket = {
introduction: string
verified: boolean
install_count: number
badges: string[]
}
export type PluginDetail = {
@ -137,6 +138,7 @@ export type Plugin = {
settings: CredentialFormSchemaBase[]
}
tags: { name: string }[]
badges: string[]
}
export enum PermissionType {

View File

@ -249,8 +249,8 @@ const formatItem = (
outputSchema.push({
variable: outputKey,
type: output.type === 'array'
? `Array[${output.items?.type.slice(0, 1).toLocaleUpperCase()}${output.items?.type.slice(1)}]`
: `${output.type.slice(0, 1).toLocaleUpperCase()}${output.type.slice(1)}`,
? `array[${output.items?.type.slice(0, 1).toLocaleLowerCase()}${output.items?.type.slice(1)}]`
: `${output.type.slice(0, 1).toLocaleLowerCase()}${output.type.slice(1)}`,
description: output.description,
})
})

View File

@ -90,7 +90,7 @@ const NoteNode = ({
)}></div>
{
data.selected && (
<div className='absolute -top-[41px] left-1/2 -translate-x-1/2'>
<div className='absolute top-[-41px] left-1/2 -translate-x-1/2'>
<NoteEditorToolbar
theme={theme}
onThemeChange={handleThemeChange}

View File

@ -45,7 +45,6 @@ const Editor = ({
onBlur={() => setShortcutsEnabled(true)}
spellCheck={false}
className='w-full h-full outline-none text-text-secondary caret-primary-600'
placeholder={placeholder}
/>
</div>
}

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