Fix bugs in agent api and update api document (#3996)

### What problem does this PR solve?

Fix bugs in agent api and update api document

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)

---------

Co-authored-by: liuhua <10215101452@stu.ecun.edu.cn>

agent/canvas.py

@@ -185,6 +185,7 @@ class Canvas(ABC):
             self.path.append(["begin"])
 
         self.path.append([])
+
         ran = -1
         waiting = []
         without_dependent_checking = []

api/apps/sdk/session.py

@@ -73,6 +73,8 @@ def create_agent_session(tenant_id, agent_id):
         cvs.dsl = json.dumps(cvs.dsl, ensure_ascii=False)
 
     canvas = Canvas(cvs.dsl, tenant_id)
+    if canvas.get_preset_param():
+        return get_error_data_result("The agent can't create a session directly")
     conv = {
         "id": get_uuid(),
         "dialog_id": cvs.id,
@@ -112,6 +114,8 @@ def update(tenant_id, chat_id, session_id):
 @token_required
 def chat_completion(tenant_id, chat_id):
     req = request.json
+    if not req or not req.get("session_id"):
+        req = {"question":""}
     if not DialogService.query(tenant_id=tenant_id,id=chat_id,status=StatusEnum.VALID.value):
         return get_error_data_result(f"You don't own the chat {chat_id}")
     if req.get("session_id"):
@@ -125,7 +129,6 @@ def chat_completion(tenant_id, chat_id):
         resp.headers.add_header("Content-Type", "text/event-stream; charset=utf-8")
 
         return resp
-
     else:
         answer = None
         for ans in rag_completion(tenant_id, chat_id, **req):
@@ -137,22 +140,28 @@ def chat_completion(tenant_id, chat_id):
 @manager.route('/agents/<agent_id>/completions', methods=['POST'])  # noqa: F821
 @token_required
 def agent_completions(tenant_id, agent_id):
-    req = request.json
+        req = request.json
-    if not UserCanvasService.query(user_id=tenant_id,id=agent_id):
+        cvs = UserCanvasService.query(user_id=tenant_id, id=agent_id)
-        return get_error_data_result(f"You don't own the agent {agent_id}")
+        if not cvs:
-    if req.get("session_id"):
+            return get_error_data_result(f"You don't own the agent {agent_id}")
-        if not API4ConversationService.query(id=req["session_id"],dialog_id=agent_id):
+        if req.get("session_id"):
-            return get_error_data_result(f"You don't own the session {req['session_id']}")
+            conv = API4ConversationService.query(id=req["session_id"], dialog_id=agent_id)
-    if req.get("stream", True):
+            if not conv:
-        resp = Response(agent_completion(tenant_id, agent_id, **req), mimetype="text/event-stream")
+                return get_error_data_result(f"You don't own the session {req['session_id']}")
-        resp.headers.add_header("Cache-control", "no-cache")
+        else:
-        resp.headers.add_header("Connection", "keep-alive")
+            req["question"]=""
-        resp.headers.add_header("X-Accel-Buffering", "no")
+        if req.get("stream", True):
-        resp.headers.add_header("Content-Type", "text/event-stream; charset=utf-8")
+            resp = Response(agent_completion(tenant_id, agent_id, **req), mimetype="text/event-stream")
-        return resp
+            resp.headers.add_header("Cache-control", "no-cache")
-
+            resp.headers.add_header("Connection", "keep-alive")
-    for answer in agent_completion(tenant_id, agent_id, **req):
+            resp.headers.add_header("X-Accel-Buffering", "no")
-        return get_result(data=answer)
+            resp.headers.add_header("Content-Type", "text/event-stream; charset=utf-8")
+            return resp
+        try:
+            for answer in agent_completion(tenant_id, agent_id, **req):
+                return get_result(data=answer)
+        except Exception as e:
+            return get_error_data_result(str(e))
 
 
 @manager.route('/chats/<chat_id>/sessions', methods=['GET'])  # noqa: F821
@@ -420,3 +429,5 @@ def agent_bot_completions(agent_id):
 
     for answer in agent_completion(objs[0].tenant_id, agent_id, **req):
         return get_result(data=answer)
+
+

api/db/services/canvas_service.py

@@ -55,36 +55,39 @@ def completion(tenant_id, agent_id, question, session_id=None, stream=True, **kw
     e, cvs = UserCanvasService.get_by_id(agent_id)
     assert e, "Agent not found."
     assert cvs.user_id == tenant_id, "You do not own the agent."
-
+    if not isinstance(cvs.dsl,str):
-    if not isinstance(cvs.dsl, str):
         cvs.dsl = json.dumps(cvs.dsl, ensure_ascii=False)
     canvas = Canvas(cvs.dsl, tenant_id)
     canvas.reset()
     message_id = str(uuid4())
-
     if not session_id:
+        query = canvas.get_preset_param()
+        if query:
+            for ele in query:
+                if not ele["optional"]:
+                    if not kwargs.get(ele["key"]):
+                        assert False, f"`{ele['key']}` is required"
+                    ele["value"] = kwargs[ele["key"]]
+                if ele["optional"]:
+                    if kwargs.get(ele["key"]):
+                        ele["value"] = kwargs[ele['key']]
+                    else:
+                        if "value" in ele:
+                            ele.pop("value")
+            cvs.dsl = json.loads(str(canvas))
+            temp_dsl = cvs.dsl
+            UserCanvasService.update_by_id(agent_id, cvs.to_dict())
+        else:
+            temp_dsl = json.loads(cvs.dsl)
         session_id = get_uuid()
         conv = {
             "id": session_id,
             "dialog_id": cvs.id,
             "user_id": kwargs.get("user_id", ""),
             "source": "agent",
-            "dsl": json.loads(cvs.dsl)
+            "dsl": temp_dsl
         }
         API4ConversationService.save(**conv)
-        if canvas.get_preset_param():
-            yield "data:" + json.dumps({"code": 0,
-                                    "message": "",
-                                    "data": {
-                                        "session_id": session_id,
-                                        "answer": "",
-                                        "reference": [],
-                                        "param": canvas.get_preset_param()
-                                      }
-                                    },
-                                   ensure_ascii=False) + "\n\n"
-            yield "data:" + json.dumps({"code": 0, "message": "", "data": True}, ensure_ascii=False) + "\n\n"
-            return
         conv = API4Conversation(**conv)
     else:
         e, conv = API4ConversationService.get_by_id(session_id)
@@ -104,7 +107,6 @@ def completion(tenant_id, agent_id, question, session_id=None, stream=True, **kw
         conv.reference.append({"chunks": [], "doc_aggs": []})
 
     final_ans = {"reference": [], "content": ""}
-
     if stream:
         try:
             for ans in canvas.run(stream=stream):

api/db/services/conversation_service.py

@@ -86,8 +86,9 @@ def completion(tenant_id, chat_id, question, name="New session", session_id=None
     assert dia, "You do not own the chat."
 
     if not session_id:
+        session_id = get_uuid()
         conv = {
-            "id": get_uuid(),
+            "id":session_id ,
             "dialog_id": chat_id,
             "name": name,
             "message": [{"role": "assistant", "content": dia[0].prompt_config.get("prologue")}]

docs/references/http_api_reference.md

@@ -2015,11 +2015,20 @@ curl --request POST \
      --header 'Authorization: Bearer <YOUR_API_KEY>' \
      --data-binary '
      {
-          "question": "What is RAGFlow?",
-          "stream": true
      }'
 ```
-
+```bash
+curl --request POST \
+     --url http://{address}/api/v1/chats/{chat_id}/completions \
+     --header 'Content-Type: application/json' \
+     --header 'Authorization: Bearer <YOUR_API_KEY>' \
+     --data-binary '
+     {
+          "question": "Who are you",
+          "stream": true,
+          "session_id":"9fa7691cb85c11ef9c5f0242ac120005"
+     }'
+```
 #### Request Parameters
 
 - `chat_id`: (*Path parameter*)  
@@ -2034,10 +2043,29 @@ curl --request POST \
   The ID of session. If it is not provided, a new session will be generated.
 
 ### Response
+Success without `session_id`:
+```text
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "Hi! I'm your assistant, what can I do for you?",
+        "reference": {},
+        "audio_binary": null,
+        "id": null,
+        "session_id": "b01eed84b85611efa0e90242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": true
+}
+```
 
-Success:
+Success with `session_id`:
 
-```json
+```text
 data:{
     "code": 0,
     "data": {
@@ -2121,6 +2149,7 @@ Failure:
 ---
 
 ## Create session with agent
+*If there are parameters in the `begin` component, the session cannot be created in this way.*
 
 **POST** `/api/v1/agents/{agent_id}/sessions`
 
@@ -2159,16 +2188,101 @@ Success:
 {
     "code": 0,
     "data": {
-        "agent_id": "2e45b5209c1011efa3e90242ac120006",
+        "agent_id": "b4a39922b76611efaa1a0242ac120006",
-        "id": "7869e9e49c1711ef92840242ac120006",
+        "dsl": {
+            "answer": [],
+            "components": {
+                "Answer:GreenReadersDrum": {
+                    "downstream": [],
+                    "obj": {
+                        "component_name": "Answer",
+                        "inputs": [],
+                        "output": null,
+                        "params": {}
+                    },
+                    "upstream": []
+                },
+                "begin": {
+                    "downstream": [],
+                    "obj": {
+                        "component_name": "Begin",
+                        "inputs": [],
+                        "output": {},
+                        "params": {}
+                    },
+                    "upstream": []
+                }
+            },
+            "embed_id": "",
+            "graph": {
+                "edges": [],
+                "nodes": [
+                    {
+                        "data": {
+                            "label": "Begin",
+                            "name": "begin"
+                        },
+                        "dragging": false,
+                        "height": 44,
+                        "id": "begin",
+                        "position": {
+                            "x": 53.25688640427177,
+                            "y": 198.37155679786412
+                        },
+                        "positionAbsolute": {
+                            "x": 53.25688640427177,
+                            "y": 198.37155679786412
+                        },
+                        "selected": false,
+                        "sourcePosition": "left",
+                        "targetPosition": "right",
+                        "type": "beginNode",
+                        "width": 200
+                    },
+                    {
+                        "data": {
+                            "form": {},
+                            "label": "Answer",
+                            "name": "对话_0"
+                        },
+                        "dragging": false,
+                        "height": 44,
+                        "id": "Answer:GreenReadersDrum",
+                        "position": {
+                            "x": 360.43473114516974,
+                            "y": 207.29298425089348
+                        },
+                        "positionAbsolute": {
+                            "x": 360.43473114516974,
+                            "y": 207.29298425089348
+                        },
+                        "selected": false,
+                        "sourcePosition": "right",
+                        "targetPosition": "left",
+                        "type": "logicNode",
+                        "width": 200
+                    }
+                ]
+            },
+            "history": [],
+            "messages": [],
+            "path": [
+                [
+                    "begin"
+                ],
+                []
+            ],
+            "reference": []
+        },
+        "id": "2581031eb7a311efb5200242ac120005",
         "message": [
             {
-                "content": "Hello! I am a recruiter at InfiniFlow. I learned that you are an expert in the field, and took the liberty of reaching out to you. There is an opportunity I would like to share with you. RAGFlow is currently looking for a senior engineer for your position. I was wondering if you might be interested?",
+                "content": "Hi! I'm your smart assistant. What can I do for you?",
                 "role": "assistant"
             }
         ],
         "source": "agent",
-        "user_id": ""
+        "user_id": "69736c5e723611efb51b0242ac120007"
     }
 }
 ```
@@ -2216,7 +2330,7 @@ Asks a specified agent a question to start an AI-powered conversation.
   - `"question"`: `string`
   - `"stream"`: `boolean`
   - `"session_id"`: `string`
-
+  - other parameters: `string`
 #### Request example
 
 ```bash
@@ -2226,10 +2340,32 @@ curl --request POST \
      --header 'Authorization: Bearer <YOUR_API_KEY>' \
      --data-binary '
      {
-          "question": "What is RAGFlow?",
-          "stream": true
      }'
 ```
+```bash
+curl --request POST \
+     --url http://{address}/api/v1/agents/{agent_id}/completions \
+     --header 'Content-Type: application/json' \
+     --header 'Authorization: Bearer <YOUR_API_KEY>' \
+     --data-binary '
+     {
+          "question": "Hello",
+          "stream": true,
+          "session_id": "cb2f385cb86211efa36e0242ac120005"
+     }'
+```
+```bash
+curl --request POST \
+     --url http://{address}/api/v1/agents/{agent_id}/completions \
+     --header 'Content-Type: application/json' \
+     --header 'Authorization: Bearer <YOUR_API_KEY>' \
+     --data-binary '
+     {
+          "lang":"English"
+          "file":"明天天气如何"
+     }'
+```
+
 
 #### Request Parameters
 
@@ -2243,10 +2379,28 @@ curl --request POST \
   - `false`: Disable streaming.
 - `"session_id"`: (*Body Parameter*)  
   The ID of the session. If it is not provided, a new session will be generated.
-
+- Other parameters: (*Body Parameter*)  
+  The parameters in the begin component.
 ### Response
-
+success without `session_id` provided and with no parameters in the `begin` component:
-Success:
+```text
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "Hi! I'm your smart assistant. What can I do for you?",
+        "reference": {},
+        "id": "31e6091d-88d4-441b-ac65-eae1c055be7b",
+        "session_id": "2987ad3eb85f11efb2a70242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": true
+}
+```
+Success with `session_id` provided and with no parameters in the `begin` component:
 
 ```text
 data:{
@@ -2354,6 +2508,85 @@ data:{
     "data": true
 }
 ```
+Success with parameters in the `begin` component:
+```text
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is the",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is the weather",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is the weather tomorrow",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is the weather tomorrow?",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": {
+        "answer": "How is the weather tomorrow?",
+        "reference": {},
+        "id": "0379ac4c-b26b-4a44-8b77-99cebf313fdf",
+        "session_id": "4399c7d0b86311efac5b0242ac120005"
+    }
+}
+data:{
+    "code": 0,
+    "message": "",
+    "data": true
+}
+```
+
 
 Failure:
 

docs/references/python_api_reference.md

@@ -14,6 +14,13 @@ Dataset Management
 :::
 
 ---
+### Install the RAGFlow SDK
+
+To install the RAGFlow SDK, run the following command in your terminal:
+
+```bash
+pip install ragflow-sdk
+```
 
 ## Create dataset
 
@@ -1401,7 +1408,7 @@ while True:
 ---
 
 ## Create session with agent
-
+*If there are parameters in the `begin` component, the session cannot be created in this way.*
 ```python
 Agent.create_session(id,rag) -> Session
 ```
@@ -1428,7 +1435,7 @@ session = create_session(AGENT_ID,rag_object)
 
 ---
 
-## Converse with agent
+## Converse with agent without `begin` component
 
 ```python
 Session.ask(question: str, stream: bool = False) -> Optional[Message, iter[Message]]

sdk/python/ragflow_sdk/modules/agent.py

@@ -1,7 +1,9 @@
 from .base import Base
-from .session import Session
+from .session import Session,Message
 import requests
 from typing import List
+import json
+
 
 class Agent(Base):
     def __init__(self,rag,res_dict):
@@ -73,3 +75,30 @@ class Agent(Base):
                 result_list.append(temp_agent)
             return result_list
         raise Exception(res.get("message"))
+
+    @staticmethod
+    def ask(agent_id,rag,stream=True,**kwargs):
+        url = f"{rag.api_url}/agents/{agent_id}/completions"
+        headers = {"Authorization": f"Bearer {rag.user_key}"}
+        res = requests.post(url=url, headers=headers, json=kwargs,stream=stream)
+        for line in res.iter_lines():
+            line = line.decode("utf-8")
+            if line.startswith("{"):
+                json_data = json.loads(line)
+                raise Exception(json_data["message"])
+            if line.startswith("data:"):
+                json_data = json.loads(line[5:])
+                if json_data["data"] is not True:
+                    if json_data["data"].get("running_status"):
+                        continue
+                    answer = json_data["data"]["answer"]
+                    reference = json_data["data"]["reference"]
+                    temp_dict = {
+                        "content": answer,
+                        "role": "assistant"
+                    }
+                    if "chunks" in reference:
+                        chunks = reference["chunks"]
+                        temp_dict["reference"] = chunks
+                    message = Message(rag, temp_dict)
+                    yield message

sdk/python/ragflow_sdk/modules/session.py

@@ -29,7 +29,7 @@ class Session(Base):
                 raise Exception(json_data["message"])
             if line.startswith("data:"):
                 json_data = json.loads(line[5:])
-                if not json_data["data"]:
+                if json_data["data"] is not True:
                     answer = json_data["data"]["answer"]
                     reference = json_data["data"]["reference"]
                     temp_dict = {

sdk/python/test/test_sdk_api/t_agent.py

@@ -1,4 +1,4 @@
-from ragflow_sdk import RAGFlow
+from ragflow_sdk import RAGFlow,Agent
 from common import HOST_ADDRESS
 import pytest
 
@@ -6,4 +6,14 @@ import pytest
 def test_list_agents_with_success(get_api_key_fixture):
     API_KEY=get_api_key_fixture
     rag = RAGFlow(API_KEY,HOST_ADDRESS)
-    rag.list_agents()
+    rag.list_agents()
+
+
+@pytest.mark.skip(reason="")
+def test_converse_with_agent_with_success(get_api_key_fixture):
+    API_KEY = "ragflow-BkOGNhYjIyN2JiODExZWY5MzVhMDI0Mm"
+    agent_id = "ebfada2eb2bc11ef968a0242ac120006"
+    rag = RAGFlow(API_KEY,HOST_ADDRESS)
+    lang = "Chinese"
+    file = "How is the weather tomorrow?"
+    Agent.ask(agent_id=agent_id,rag=rag,lang=lang,file=file)