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@@ -1,103 +1,80 @@
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import json
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+
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import requests
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class DifyClient:
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- def __init__(self, api_key, base_url: str = 'https://api.dify.ai/v1'):
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+ def __init__(self, api_key, base_url: str = "https://api.dify.ai/v1"):
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self.api_key = api_key
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self.base_url = base_url
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def _send_request(self, method, endpoint, json=None, params=None, stream=False):
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- headers = {
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- "Authorization": f"Bearer {self.api_key}",
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- "Content-Type": "application/json"
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- }
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+ headers = {"Authorization": f"Bearer {self.api_key}", "Content-Type": "application/json"}
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url = f"{self.base_url}{endpoint}"
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response = requests.request(method, url, json=json, params=params, headers=headers, stream=stream)
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return response
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-
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def _send_request_with_files(self, method, endpoint, data, files):
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- headers = {
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- "Authorization": f"Bearer {self.api_key}"
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- }
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+ headers = {"Authorization": f"Bearer {self.api_key}"}
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url = f"{self.base_url}{endpoint}"
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response = requests.request(method, url, data=data, headers=headers, files=files)
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return response
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-
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+
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def message_feedback(self, message_id, rating, user):
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- data = {
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- "rating": rating,
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- "user": user
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- }
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+ data = {"rating": rating, "user": user}
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return self._send_request("POST", f"/messages/{message_id}/feedbacks", data)
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-
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+
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def get_application_parameters(self, user):
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params = {"user": user}
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return self._send_request("GET", "/parameters", params=params)
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-
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+
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def file_upload(self, user, files):
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- data = {
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- "user": user
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- }
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+ data = {"user": user}
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return self._send_request_with_files("POST", "/files/upload", data=data, files=files)
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- def text_to_audio(self, text:str, user:str, streaming:bool=False):
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- data = {
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- "text": text,
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- "user": user,
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- "streaming": streaming
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- }
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+ def text_to_audio(self, text: str, user: str, streaming: bool = False):
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+ data = {"text": text, "user": user, "streaming": streaming}
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return self._send_request("POST", "/text-to-audio", data=data)
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-
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- def get_meta(self,user):
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- params = { "user": user}
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- return self._send_request("GET", f"/meta", params=params)
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+
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+ def get_meta(self, user):
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+ params = {"user": user}
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+ return self._send_request("GET", "/meta", params=params)
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class CompletionClient(DifyClient):
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def create_completion_message(self, inputs, response_mode, user, files=None):
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- data = {
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- "inputs": inputs,
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- "response_mode": response_mode,
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- "user": user,
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- "files": files
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- }
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- return self._send_request("POST", "/completion-messages", data,
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- stream=True if response_mode == "streaming" else False)
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+ data = {"inputs": inputs, "response_mode": response_mode, "user": user, "files": files}
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+ return self._send_request(
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+ "POST", "/completion-messages", data, stream=True if response_mode == "streaming" else False
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+ )
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class ChatClient(DifyClient):
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def create_chat_message(self, inputs, query, user, response_mode="blocking", conversation_id=None, files=None):
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- data = {
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- "inputs": inputs,
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- "query": query,
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- "user": user,
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- "response_mode": response_mode,
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- "files": files
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- }
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+ data = {"inputs": inputs, "query": query, "user": user, "response_mode": response_mode, "files": files}
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if conversation_id:
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data["conversation_id"] = conversation_id
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- return self._send_request("POST", "/chat-messages", data,
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- stream=True if response_mode == "streaming" else False)
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-
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- def get_suggested(self, message_id, user:str):
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+ return self._send_request(
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+ "POST", "/chat-messages", data, stream=True if response_mode == "streaming" else False
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+ )
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+
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+ def get_suggested(self, message_id, user: str):
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params = {"user": user}
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return self._send_request("GET", f"/messages/{message_id}/suggested", params=params)
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-
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+
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def stop_message(self, task_id, user):
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data = {"user": user}
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- return self._send_request("POST", f"/chat-messages/{task_id}/stop", data)
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+ return self._send_request("POST", f"/chat-messages/{task_id}/stop", data)
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def get_conversations(self, user, last_id=None, limit=None, pinned=None):
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params = {"user": user, "last_id": last_id, "limit": limit, "pinned": pinned}
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return self._send_request("GET", "/conversations", params=params)
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-
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+
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def get_conversation_messages(self, user, conversation_id=None, first_id=None, limit=None):
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params = {"user": user}
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@@ -109,15 +86,15 @@ class ChatClient(DifyClient):
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params["limit"] = limit
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return self._send_request("GET", "/messages", params=params)
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-
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- def rename_conversation(self, conversation_id, name,auto_generate:bool, user:str):
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- data = {"name": name, "auto_generate": auto_generate,"user": user}
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+
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+ def rename_conversation(self, conversation_id, name, auto_generate: bool, user: str):
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+ data = {"name": name, "auto_generate": auto_generate, "user": user}
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return self._send_request("POST", f"/conversations/{conversation_id}/name", data)
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def delete_conversation(self, conversation_id, user):
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data = {"user": user}
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return self._send_request("DELETE", f"/conversations/{conversation_id}", data)
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-
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+
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def audio_to_text(self, audio_file, user):
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data = {"user": user}
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files = {"audio_file": audio_file}
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@@ -125,10 +102,10 @@ class ChatClient(DifyClient):
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class WorkflowClient(DifyClient):
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- def run(self, inputs:dict, response_mode:str="streaming", user:str="abc-123"):
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+ def run(self, inputs: dict, response_mode: str = "streaming", user: str = "abc-123"):
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data = {"inputs": inputs, "response_mode": response_mode, "user": user}
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return self._send_request("POST", "/workflows/run", data)
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-
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+
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def stop(self, task_id, user):
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data = {"user": user}
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return self._send_request("POST", f"/workflows/tasks/{task_id}/stop", data)
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@@ -137,10 +114,8 @@ class WorkflowClient(DifyClient):
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return self._send_request("GET", f"/workflows/run/{workflow_run_id}")
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-
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class KnowledgeBaseClient(DifyClient):
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-
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- def __init__(self, api_key, base_url: str = 'https://api.dify.ai/v1', dataset_id: str = None):
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+ def __init__(self, api_key, base_url: str = "https://api.dify.ai/v1", dataset_id: str = None):
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"""
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Construct a KnowledgeBaseClient object.
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@@ -150,10 +125,7 @@ class KnowledgeBaseClient(DifyClient):
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dataset_id (str, optional): ID of the dataset. Defaults to None. You don't need this if you just want to
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create a new dataset. or list datasets. otherwise you need to set this.
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"""
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- super().__init__(
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- api_key=api_key,
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- base_url=base_url
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- )
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+ super().__init__(api_key=api_key, base_url=base_url)
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self.dataset_id = dataset_id
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def _get_dataset_id(self):
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@@ -162,10 +134,10 @@ class KnowledgeBaseClient(DifyClient):
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return self.dataset_id
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def create_dataset(self, name: str, **kwargs):
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- return self._send_request('POST', '/datasets', {'name': name}, **kwargs)
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+ return self._send_request("POST", "/datasets", {"name": name}, **kwargs)
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def list_datasets(self, page: int = 1, page_size: int = 20, **kwargs):
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- return self._send_request('GET', f'/datasets?page={page}&limit={page_size}', **kwargs)
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+ return self._send_request("GET", f"/datasets?page={page}&limit={page_size}", **kwargs)
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def create_document_by_text(self, name, text, extra_params: dict = None, **kwargs):
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"""
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@@ -193,14 +165,7 @@ class KnowledgeBaseClient(DifyClient):
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}
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:return: Response from the API
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"""
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- data = {
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- 'indexing_technique': 'high_quality',
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- 'process_rule': {
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- 'mode': 'automatic'
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- },
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- 'name': name,
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- 'text': text
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- }
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+ data = {"indexing_technique": "high_quality", "process_rule": {"mode": "automatic"}, "name": name, "text": text}
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if extra_params is not None and isinstance(extra_params, dict):
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data.update(extra_params)
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url = f"/datasets/{self._get_dataset_id()}/document/create_by_text"
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@@ -233,10 +198,7 @@ class KnowledgeBaseClient(DifyClient):
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}
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:return: Response from the API
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"""
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- data = {
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- 'name': name,
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- 'text': text
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- }
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+ data = {"name": name, "text": text}
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if extra_params is not None and isinstance(extra_params, dict):
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data.update(extra_params)
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url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}/update_by_text"
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@@ -269,16 +231,11 @@ class KnowledgeBaseClient(DifyClient):
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:return: Response from the API
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"""
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files = {"file": open(file_path, "rb")}
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- data = {
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- 'process_rule': {
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- 'mode': 'automatic'
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- },
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- 'indexing_technique': 'high_quality'
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- }
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+ data = {"process_rule": {"mode": "automatic"}, "indexing_technique": "high_quality"}
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if extra_params is not None and isinstance(extra_params, dict):
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data.update(extra_params)
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if original_document_id is not None:
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- data['original_document_id'] = original_document_id
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+ data["original_document_id"] = original_document_id
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url = f"/datasets/{self._get_dataset_id()}/document/create_by_file"
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return self._send_request_with_files("POST", url, {"data": json.dumps(data)}, files)
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@@ -352,11 +309,11 @@ class KnowledgeBaseClient(DifyClient):
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"""
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params = {}
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if page is not None:
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- params['page'] = page
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+ params["page"] = page
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if page_size is not None:
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- params['limit'] = page_size
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+ params["limit"] = page_size
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if keyword is not None:
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- params['keyword'] = keyword
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+ params["keyword"] = keyword
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url = f"/datasets/{self._get_dataset_id()}/documents"
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return self._send_request("GET", url, params=params, **kwargs)
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@@ -383,9 +340,9 @@ class KnowledgeBaseClient(DifyClient):
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url = f"/datasets/{self._get_dataset_id()}/documents/{document_id}/segments"
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params = {}
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if keyword is not None:
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- params['keyword'] = keyword
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+ params["keyword"] = keyword
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if status is not None:
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- params['status'] = status
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+ params["status"] = status
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if "params" in kwargs:
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params.update(kwargs["params"])
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return self._send_request("GET", url, params=params, **kwargs)
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