Update agent module

example_data/function_tools/api-tool-with-intent-detection-for-travel-assistant/tools.json

@@ -1,8 +1,4 @@
 {
-  "intents": {
-    "retrieval": "关于一些通用的信息检索，比如搜索旅游攻略、搜索美食攻略、搜索注意事项等信息。",
-    "agent": "实时性的信息查询，比如查询航班信息、查询高铁信息、查询天气等时效性很强的信息。"
-  },
   "system_prompt": "你是一个旅游小助手，可以帮助用户查询指定时间从A地区到B地区的机票信息，火车票信息以及天气信息等。请严格使用输入的工具，不要虚构任何细节。",
   "function_tools": [
     {
@@ -25,7 +21,7 @@
   "api_tools": [
     {
       "name": "search_flight_ticket_api",
-      "url": "http://127.0.0.1:8070/demo/api/flights",
+      "url": "http://127.0.0.1:8001/demo/api/flights",
       "headers": {
         "Authorization": "Bearer YOUR_ACCESS_TOKEN"
       },
@@ -42,14 +38,14 @@
         },
         "date": {
           "type": "str",
-          "description": "出发时间，如'2024-03-29'"
+          "description": "出发时间，YYYY-MM-DD格式，如'2024-03-29'"
         }
       },
       "required": ["from_city", "to_city", "date"]
     },
     {
       "name": "search_train_ticket_api",
-      "url": "http://127.0.0.1:8070/demo/api/trains",
+      "url": "http://127.0.0.1:8001/demo/api/trains",
       "headers": {
         "Authorization": "Bearer YOUR_ACCESS_TOKEN"
       },
@@ -66,14 +62,14 @@
         },
         "date": {
           "type": "str",
-          "description": "出发时间，如'2024-03-29'"
+          "description": "出发时间，YYYY-MM-DD格式，如'2024-03-29'"
         }
       },
       "required": ["from_city", "to_city", "date"]
     },
     {
       "name": "search_hotels_api",
-      "url": "http://127.0.0.1:8070/demo/api/hotels",
+      "url": "http://127.0.0.1:8001/demo/api/hotels",
       "headers": {
         "Authorization": "Bearer YOUR_ACCESS_TOKEN"
       },
@@ -85,12 +81,16 @@
           "type": "str",
           "description": "查询的城市，如'北京'、'上海'、'南京''"
         },
-        "date": {
+        "checkin_date": {
+          "type": "str",
+          "description": "入住时间，YYYY-MM-DD格式，如'2024-03-29'"
+        },
+        "checkout_date": {
           "type": "str",
-          "description": "出发时间，如'2024-03-29'"
+          "description": "离店时间，YYYY-MM-DD格式，如'2024-03-31'"
         }
       },
-      "required": ["city", "date"]
+      "required": ["city", "checkin_date", "checkout_date"]
     }
   ]
 }

example_data/function_tools/api-tool-with-intent-detection-for-travel-assistant/tools.py

@@ -1,26 +1,34 @@
 import requests
 import os
+import logging
+
+logger = logging.getLogger(__name__)
 
 
 def get_place_weather(city: str) -> str:
-    print(f"[Agent] Checking realtime weather info for {city}")
+    logger.info(f"[Agent] Checking realtime weather info for {city}")
 
     """Get city name and return city weather"""
     api_key = os.environ.get("weather_api_key")
 
     # 可以直接赋值给api_key,原始代码的config只有type类型。
     base_url = "http://api.openweathermap.org/data/2.5/forecast?"
     complete_url = f"{base_url}q={city}&appid={api_key}&lang=zh_cn&units=metric"
-    print(complete_url)
-    response = requests.get(complete_url)
+    logger.info(f"Requesting {complete_url}...")
+    response = requests.get(complete_url, timeout=5)
     weather_data = response.json()
 
     if weather_data["cod"] != "200":
-        print(f"获取天气信息失败，错误代码：{weather_data['cod']}")
-        return None
+        logger.error(
+            f"获取天气信息失败，错误代码：{weather_data['cod']} 错误信息：{weather_data['message']}"
+        )
+        return f"获取天气信息失败，错误代码：{weather_data['cod']} 错误信息：{weather_data['message']}"
 
     element = weather_data["list"][0]
 
-    return str(
-        f"{city}的天气:\n 时间: {element['dt_txt']}\n 温度: {element['main']['temp']} °C\n 天气描述: {element['weather'][0]['description']}\n"
-    )
+    return f"""
+        {city}的天气:
+        时间: {element['dt_txt']}
+        温度: {element['main']['temp']} °C
+        天气描述: {element['weather'][0]['description']}
+    """

src/pai_rag/app/api/agent_demo.py

@@ -0,0 +1,192 @@
+from datetime import datetime
+from fastapi import APIRouter
+import logging
+
+from pydantic import BaseModel
+
+logger = logging.getLogger(__name__)
+
+demo_router = APIRouter()
+
+
+# Mock 数据
+flights_data = [
+    {
+        "flight_number": "CA123",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "08:00",
+        "arrival_time": "10:00",
+        "price": 1200,
+    },
+    {
+        "flight_number": "MU456",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "14:00",
+        "arrival_time": "16:00",
+        "price": 1300,
+    },
+    {
+        "flight_number": "HU789",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "18:00",
+        "arrival_time": "20:00",
+        "price": 1100,
+    },
+    {
+        "flight_number": "CA234",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "06:00",
+        "arrival_time": "08:00",
+        "price": 1250,
+    },
+    {
+        "flight_number": "MU567",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "21:00",
+        "arrival_time": "23:00",
+        "price": 1350,
+    },
+]
+
+highspeed_trains_data = [
+    {
+        "train_number": "G1234",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "09:00",
+        "arrival_time": "11:30",
+        "price": 800,
+    },
+    {
+        "train_number": "G5678",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "15:00",
+        "arrival_time": "17:30",
+        "price": 850,
+    },
+    {
+        "train_number": "G9101",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "18:30",
+        "arrival_time": "21:00",
+        "price": 780,
+    },
+    {
+        "train_number": "G1123",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "07:00",
+        "arrival_time": "09:30",
+        "price": 820,
+    },
+    {
+        "train_number": "G4578",
+        "from": "北京",
+        "to": "上海",
+        "departure_time": "22:00",
+        "arrival_time": "00:30",
+        "price": 870,
+    },
+]
+
+hotels_data = [
+    {
+        "hotel_name": "万豪酒店",
+        "city": "上海",
+        "price_per_night": 600,
+    },
+    {
+        "hotel_name": "希尔顿酒店",
+        "city": "上海",
+        "price_per_night": 850,
+    },
+    {
+        "hotel_name": "洲际酒店",
+        "city": "上海",
+        "price_per_night": 700,
+    },
+    {
+        "hotel_name": "皇冠假日酒店",
+        "city": "上海",
+        "price_per_night": 750,
+    },
+    {
+        "hotel_name": "如家酒店",
+        "city": "上海",
+        "price_per_night": 300,
+    },
+]
+
+
+@demo_router.get("/flights")
+async def get_flights(date: str, to_city: str, from_city: str):
+    try:
+        _ = datetime.strptime(date, "%Y-%m-%d")
+    except Exception as _:
+        return {
+            "error": f"Invalid date format '{date}'. Please provide a date in YYYY-MM-DD format."
+        }
+
+    raw_fights = [
+        flight
+        for flight in flights_data
+        if flight["from"] == from_city and flight["to"] == to_city
+    ]
+
+    for flight in raw_fights:
+        flight["date"] = date
+
+    return raw_fights
+
+
+@demo_router.get("/trains")
+async def get_trains(date: str, to_city: str, from_city: str):
+    try:
+        _ = datetime.strptime(date, "%Y-%m-%d")
+    except Exception as _:
+        return {
+            "error": f"Invalid date format '{date}'. Please provide a date in YYYY-MM-DD format."
+        }
+
+    raw_trains = [
+        train
+        for train in highspeed_trains_data
+        if train["from"] == from_city and train["to"] == to_city
+    ]
+
+    for train in raw_trains:
+        train["date"] = date
+
+    return raw_trains
+
+
+class HotelInput(BaseModel):
+    checkin_date: str
+    checkout_date: str
+    city: str
+
+
+@demo_router.post("/hotels")
+async def get_hotels(input: HotelInput):
+    try:
+        _ = datetime.strptime(input.checkin_date, "%Y-%m-%d")
+        _ = datetime.strptime(input.checkout_date, "%Y-%m-%d")
+    except Exception as _:
+        return {
+            "error": f"Invalid date format '{input}'. Please provide a date in YYYY-MM-DD format."
+        }
+
+    hotels = [hotel for hotel in hotels_data if hotel["city"] == input.city]
+
+    for hotel in hotels:
+        hotel["checkin_date"] = input.checkin_date
+        hotel["checkout_date"] = input.checkout_date
+
+    return hotels

src/pai_rag/app/api/query.py

@@ -69,7 +69,14 @@ async def aquery_retrieval(query: RetrievalQuery):
 
 @router.post("/query/agent")
 async def aquery_agent(query: RagQuery):
-    return await rag_service.aquery_agent(query)
+    response = await rag_service.aquery_agent(query)
+    if not query.stream:
+        return response
+    else:
+        return StreamingResponse(
+            response,
+            media_type="text/event-stream",
+        )
 
 
 @router.post("/config/agent")

src/pai_rag/app/api/service.py

@@ -1,15 +1,15 @@
-from fastapi import APIRouter, FastAPI
+from fastapi import FastAPI
 from pai_rag.core.rag_config_manager import RagConfigManager
 from pai_rag.core.rag_service import rag_service
 from pai_rag.app.api import query
+from pai_rag.app.api import agent_demo
 from pai_rag.app.api.middleware import init_middleware
 from pai_rag.app.api.error_handler import config_app_errors
 
 
 def init_router(app: FastAPI):
-    api_router = APIRouter()
-    api_router.include_router(query.router, tags=["RagQuery"])
-    app.include_router(api_router, prefix="/service")
+    app.include_router(query.router, prefix="/service", tags=["RAG"])
+    app.include_router(agent_demo.demo_router, tags=["AgentDemo"], prefix="/demo/api")
 
 
 def configure_app(app: FastAPI, rag_configuration: RagConfigManager):

src/pai_rag/app/web/rag_client.py

@@ -225,7 +225,9 @@ def query(
         else:
             full_content = ""
             for chunk in r.iter_lines(chunk_size=8192, decode_unicode=True):
-                chunk_response = dotdict(json.loads(chunk))
+                if not chunk.startswith("data:"):
+                    continue
+                chunk_response = dotdict(json.loads(chunk[5:]))
                 full_content += chunk_response.delta
                 chunk_response.delta = full_content
                 yield self._format_rag_response(
@@ -249,7 +251,9 @@ def query_search(
         else:
             full_content = ""
             for chunk in r.iter_lines(chunk_size=8192, decode_unicode=True):
-                chunk_response = dotdict(json.loads(chunk))
+                if not chunk.startswith("data:"):
+                    continue
+                chunk_response = dotdict(json.loads(chunk[5:]))
                 full_content += chunk_response.delta
                 chunk_response.delta = full_content
                 yield self._format_rag_response(text, chunk_response, stream=stream)
@@ -275,7 +279,9 @@ def query_data_analysis(
         else:
             full_content = ""
             for chunk in r.iter_lines(chunk_size=8192, decode_unicode=True):
-                chunk_response = dotdict(json.loads(chunk))
+                if not chunk.startswith("data:"):
+                    continue
+                chunk_response = dotdict(json.loads(chunk[5:]))
                 full_content += chunk_response.delta
                 chunk_response.delta = full_content
                 yield self._format_rag_response(text, chunk_response, stream=stream)
@@ -308,7 +314,9 @@ def query_llm(
         else:
             full_content = ""
             for chunk in r.iter_lines(chunk_size=8192, decode_unicode=True):
-                chunk_response = dotdict(json.loads(chunk))
+                if not chunk.startswith("data:"):
+                    continue
+                chunk_response = dotdict(json.loads(chunk[5:]))
                 full_content += chunk_response.delta
                 chunk_response.delta = full_content
                 yield self._format_rag_response(
@@ -448,7 +456,6 @@ def get_config(self):
         r = requests.get(self.config_url, timeout=DEFAULT_CLIENT_TIME_OUT)
         if r.status_code != HTTPStatus.OK:
             raise RagApiError(code=r.status_code, msg=r.text)
-
         config = RagConfig.model_validate_json(json_data=r.text)
         return config