446 lines
17 KiB
Python
446 lines
17 KiB
Python
from flask_restx import Resource
|
|
|
|
from controllers.console.wraps import setup_required
|
|
from controllers.inner_api import inner_api_ns
|
|
from controllers.inner_api.plugin.wraps import get_user_tenant, plugin_data
|
|
from controllers.inner_api.wraps import plugin_inner_api_only
|
|
from core.file.helpers import get_signed_file_url_for_plugin
|
|
from core.model_runtime.utils.encoders import jsonable_encoder
|
|
from core.plugin.backwards_invocation.app import PluginAppBackwardsInvocation
|
|
from core.plugin.backwards_invocation.base import BaseBackwardsInvocationResponse
|
|
from core.plugin.backwards_invocation.encrypt import PluginEncrypter
|
|
from core.plugin.backwards_invocation.model import PluginModelBackwardsInvocation
|
|
from core.plugin.backwards_invocation.node import PluginNodeBackwardsInvocation
|
|
from core.plugin.backwards_invocation.tool import PluginToolBackwardsInvocation
|
|
from core.plugin.entities.request import (
|
|
RequestFetchAppInfo,
|
|
RequestInvokeApp,
|
|
RequestInvokeEncrypt,
|
|
RequestInvokeLLM,
|
|
RequestInvokeLLMWithStructuredOutput,
|
|
RequestInvokeModeration,
|
|
RequestInvokeParameterExtractorNode,
|
|
RequestInvokeQuestionClassifierNode,
|
|
RequestInvokeRerank,
|
|
RequestInvokeSpeech2Text,
|
|
RequestInvokeSummary,
|
|
RequestInvokeTextEmbedding,
|
|
RequestInvokeTool,
|
|
RequestInvokeTTS,
|
|
RequestRequestUploadFile,
|
|
)
|
|
from core.tools.entities.tool_entities import ToolProviderType
|
|
from libs.helper import length_prefixed_response
|
|
from models.account import Account, Tenant
|
|
from models.model import EndUser
|
|
|
|
|
|
@inner_api_ns.route("/invoke/llm")
|
|
class PluginInvokeLLMApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeLLM)
|
|
@inner_api_ns.doc("plugin_invoke_llm")
|
|
@inner_api_ns.doc(description="Invoke LLM models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "LLM invocation successful (streaming response)",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeLLM):
|
|
def generator():
|
|
response = PluginModelBackwardsInvocation.invoke_llm(user_model.id, tenant_model, payload)
|
|
return PluginModelBackwardsInvocation.convert_to_event_stream(response)
|
|
|
|
return length_prefixed_response(0xF, generator())
|
|
|
|
|
|
@inner_api_ns.route("/invoke/llm/structured-output")
|
|
class PluginInvokeLLMWithStructuredOutputApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeLLMWithStructuredOutput)
|
|
@inner_api_ns.doc("plugin_invoke_llm_structured")
|
|
@inner_api_ns.doc(description="Invoke LLM models with structured output through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "LLM structured output invocation successful (streaming response)",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeLLMWithStructuredOutput):
|
|
def generator():
|
|
response = PluginModelBackwardsInvocation.invoke_llm_with_structured_output(
|
|
user_model.id, tenant_model, payload
|
|
)
|
|
return PluginModelBackwardsInvocation.convert_to_event_stream(response)
|
|
|
|
return length_prefixed_response(0xF, generator())
|
|
|
|
|
|
@inner_api_ns.route("/invoke/text-embedding")
|
|
class PluginInvokeTextEmbeddingApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeTextEmbedding)
|
|
@inner_api_ns.doc("plugin_invoke_text_embedding")
|
|
@inner_api_ns.doc(description="Invoke text embedding models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Text embedding successful",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTextEmbedding):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginModelBackwardsInvocation.invoke_text_embedding(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/rerank")
|
|
class PluginInvokeRerankApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeRerank)
|
|
@inner_api_ns.doc("plugin_invoke_rerank")
|
|
@inner_api_ns.doc(description="Invoke rerank models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={200: "Rerank successful", 401: "Unauthorized - invalid API key", 404: "Service not available"}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeRerank):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginModelBackwardsInvocation.invoke_rerank(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/tts")
|
|
class PluginInvokeTTSApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeTTS)
|
|
@inner_api_ns.doc("plugin_invoke_tts")
|
|
@inner_api_ns.doc(description="Invoke text-to-speech models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "TTS invocation successful (streaming response)",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTTS):
|
|
def generator():
|
|
response = PluginModelBackwardsInvocation.invoke_tts(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
return PluginModelBackwardsInvocation.convert_to_event_stream(response)
|
|
|
|
return length_prefixed_response(0xF, generator())
|
|
|
|
|
|
@inner_api_ns.route("/invoke/speech2text")
|
|
class PluginInvokeSpeech2TextApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeSpeech2Text)
|
|
@inner_api_ns.doc("plugin_invoke_speech2text")
|
|
@inner_api_ns.doc(description="Invoke speech-to-text models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={200: "Speech2Text successful", 401: "Unauthorized - invalid API key", 404: "Service not available"}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeSpeech2Text):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginModelBackwardsInvocation.invoke_speech2text(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/moderation")
|
|
class PluginInvokeModerationApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeModeration)
|
|
@inner_api_ns.doc("plugin_invoke_moderation")
|
|
@inner_api_ns.doc(description="Invoke moderation models through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={200: "Moderation successful", 401: "Unauthorized - invalid API key", 404: "Service not available"}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeModeration):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginModelBackwardsInvocation.invoke_moderation(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/tool")
|
|
class PluginInvokeToolApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeTool)
|
|
@inner_api_ns.doc("plugin_invoke_tool")
|
|
@inner_api_ns.doc(description="Invoke tools through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Tool invocation successful (streaming response)",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeTool):
|
|
def generator():
|
|
return PluginToolBackwardsInvocation.convert_to_event_stream(
|
|
PluginToolBackwardsInvocation.invoke_tool(
|
|
tenant_id=tenant_model.id,
|
|
user_id=user_model.id,
|
|
tool_type=ToolProviderType.value_of(payload.tool_type),
|
|
provider=payload.provider,
|
|
tool_name=payload.tool,
|
|
tool_parameters=payload.tool_parameters,
|
|
credential_id=payload.credential_id,
|
|
),
|
|
)
|
|
|
|
return length_prefixed_response(0xF, generator())
|
|
|
|
|
|
@inner_api_ns.route("/invoke/parameter-extractor")
|
|
class PluginInvokeParameterExtractorNodeApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeParameterExtractorNode)
|
|
@inner_api_ns.doc("plugin_invoke_parameter_extractor")
|
|
@inner_api_ns.doc(description="Invoke parameter extractor node through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Parameter extraction successful",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeParameterExtractorNode):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginNodeBackwardsInvocation.invoke_parameter_extractor(
|
|
tenant_id=tenant_model.id,
|
|
user_id=user_model.id,
|
|
parameters=payload.parameters,
|
|
model_config=payload.model,
|
|
instruction=payload.instruction,
|
|
query=payload.query,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/question-classifier")
|
|
class PluginInvokeQuestionClassifierNodeApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeQuestionClassifierNode)
|
|
@inner_api_ns.doc("plugin_invoke_question_classifier")
|
|
@inner_api_ns.doc(description="Invoke question classifier node through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Question classification successful",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeQuestionClassifierNode):
|
|
try:
|
|
return jsonable_encoder(
|
|
BaseBackwardsInvocationResponse(
|
|
data=PluginNodeBackwardsInvocation.invoke_question_classifier(
|
|
tenant_id=tenant_model.id,
|
|
user_id=user_model.id,
|
|
query=payload.query,
|
|
model_config=payload.model,
|
|
classes=payload.classes,
|
|
instruction=payload.instruction,
|
|
)
|
|
)
|
|
)
|
|
except Exception as e:
|
|
return jsonable_encoder(BaseBackwardsInvocationResponse(error=str(e)))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/app")
|
|
class PluginInvokeAppApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeApp)
|
|
@inner_api_ns.doc("plugin_invoke_app")
|
|
@inner_api_ns.doc(description="Invoke application through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "App invocation successful (streaming response)",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeApp):
|
|
response = PluginAppBackwardsInvocation.invoke_app(
|
|
app_id=payload.app_id,
|
|
user_id=user_model.id,
|
|
tenant_id=tenant_model.id,
|
|
conversation_id=payload.conversation_id,
|
|
query=payload.query,
|
|
stream=payload.response_mode == "streaming",
|
|
inputs=payload.inputs,
|
|
files=payload.files,
|
|
)
|
|
|
|
return length_prefixed_response(0xF, PluginAppBackwardsInvocation.convert_to_event_stream(response))
|
|
|
|
|
|
@inner_api_ns.route("/invoke/encrypt")
|
|
class PluginInvokeEncryptApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeEncrypt)
|
|
@inner_api_ns.doc("plugin_invoke_encrypt")
|
|
@inner_api_ns.doc(description="Encrypt or decrypt data through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Encryption/decryption successful",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeEncrypt):
|
|
"""
|
|
encrypt or decrypt data
|
|
"""
|
|
try:
|
|
return BaseBackwardsInvocationResponse(
|
|
data=PluginEncrypter.invoke_encrypt(tenant_model, payload)
|
|
).model_dump()
|
|
except Exception as e:
|
|
return BaseBackwardsInvocationResponse(error=str(e)).model_dump()
|
|
|
|
|
|
@inner_api_ns.route("/invoke/summary")
|
|
class PluginInvokeSummaryApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestInvokeSummary)
|
|
@inner_api_ns.doc("plugin_invoke_summary")
|
|
@inner_api_ns.doc(description="Invoke summary functionality through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Summary generation successful",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestInvokeSummary):
|
|
try:
|
|
return BaseBackwardsInvocationResponse(
|
|
data={
|
|
"summary": PluginModelBackwardsInvocation.invoke_summary(
|
|
user_id=user_model.id,
|
|
tenant=tenant_model,
|
|
payload=payload,
|
|
)
|
|
}
|
|
).model_dump()
|
|
except Exception as e:
|
|
return BaseBackwardsInvocationResponse(error=str(e)).model_dump()
|
|
|
|
|
|
@inner_api_ns.route("/upload/file/request")
|
|
class PluginUploadFileRequestApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestRequestUploadFile)
|
|
@inner_api_ns.doc("plugin_upload_file_request")
|
|
@inner_api_ns.doc(description="Request signed URL for file upload through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "Signed URL generated successfully",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestRequestUploadFile):
|
|
# generate signed url
|
|
url = get_signed_file_url_for_plugin(payload.filename, payload.mimetype, tenant_model.id, user_model.id)
|
|
return BaseBackwardsInvocationResponse(data={"url": url}).model_dump()
|
|
|
|
|
|
@inner_api_ns.route("/fetch/app/info")
|
|
class PluginFetchAppInfoApi(Resource):
|
|
@setup_required
|
|
@plugin_inner_api_only
|
|
@get_user_tenant
|
|
@plugin_data(payload_type=RequestFetchAppInfo)
|
|
@inner_api_ns.doc("plugin_fetch_app_info")
|
|
@inner_api_ns.doc(description="Fetch application information through plugin interface")
|
|
@inner_api_ns.doc(
|
|
responses={
|
|
200: "App information retrieved successfully",
|
|
401: "Unauthorized - invalid API key",
|
|
404: "Service not available",
|
|
}
|
|
)
|
|
def post(self, user_model: Account | EndUser, tenant_model: Tenant, payload: RequestFetchAppInfo):
|
|
return BaseBackwardsInvocationResponse(
|
|
data=PluginAppBackwardsInvocation.fetch_app_info(payload.app_id, tenant_model.id)
|
|
).model_dump()
|