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	Update chat_handler.py
Browse files- chat_handler.py +60 -47
    	
        chat_handler.py
    CHANGED
    
    | @@ -1,72 +1,84 @@ | |
| 1 | 
             
            """
         | 
| 2 | 
            -
            Flare – Chat Handler | 
| 3 | 
            -
             | 
| 4 | 
            -
             | 
| 5 | 
            -
            / | 
|  | |
| 6 | 
             
            """
         | 
| 7 |  | 
| 8 | 
             
            import re, json, uuid, httpx, commentjson
         | 
| 9 | 
             
            from datetime import datetime
         | 
| 10 | 
             
            from typing import Dict, List, Optional
         | 
| 11 |  | 
| 12 | 
            -
            from fastapi import APIRouter, HTTPException, Header | 
| 13 | 
             
            from pydantic import BaseModel
         | 
| 14 |  | 
| 15 | 
             
            from prompt_builder import build_intent_prompt, build_parameter_prompt, log
         | 
| 16 |  | 
| 17 | 
            -
            #  | 
| 18 | 
             
            # CONFIG
         | 
| 19 | 
            -
            #  | 
| 20 | 
             
            CFG = commentjson.load(open("service_config.jsonc", encoding="utf-8"))
         | 
| 21 | 
             
            PROJECTS = {p["name"]: p for p in CFG["projects"]}
         | 
| 22 | 
             
            APIS     = {a["name"]: a for a in CFG["apis"]}
         | 
|  | |
| 23 |  | 
| 24 | 
            -
            #  | 
| 25 | 
             
            # SESSION
         | 
| 26 | 
            -
            #  | 
| 27 | 
             
            class Session:
         | 
| 28 | 
             
                def __init__(self, project_name: str):
         | 
| 29 | 
             
                    self.id = str(uuid.uuid4())
         | 
| 30 | 
             
                    self.project = PROJECTS[project_name]
         | 
| 31 | 
            -
                    self.history: List[Dict[str, str]] = []
         | 
| 32 | 
             
                    self.variables: Dict[str, str] = {}
         | 
| 33 | 
             
                    self.awaiting: Optional[Dict] = None
         | 
| 34 | 
             
                    log(f"🆕 Session {self.id} for {project_name}")
         | 
| 35 |  | 
| 36 | 
             
            SESSIONS: Dict[str, Session] = {}
         | 
| 37 |  | 
| 38 | 
            -
            #  | 
| 39 | 
            -
            #  | 
| 40 | 
            -
            #  | 
| 41 | 
            -
            async def spark_generate( | 
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
|  | |
| 42 | 
             
                async with httpx.AsyncClient(timeout=60) as c:
         | 
| 43 | 
            -
                    r = await c.post( | 
| 44 | 
             
                    r.raise_for_status()
         | 
| 45 | 
            -
                     | 
|  | |
|  | |
| 46 |  | 
| 47 | 
            -
            #  | 
| 48 | 
             
            # FASTAPI ROUTER
         | 
| 49 | 
            -
            #  | 
| 50 | 
             
            router = APIRouter()
         | 
| 51 |  | 
| 52 | 
             
            @router.get("/")
         | 
| 53 | 
             
            def health():
         | 
| 54 | 
             
                return {"status": "ok"}
         | 
| 55 |  | 
| 56 | 
            -
            # Schemas
         | 
| 57 | 
             
            class StartSessionRequest(BaseModel):
         | 
| 58 | 
             
                project_name: str
         | 
| 59 |  | 
| 60 | 
             
            class ChatBody(BaseModel):
         | 
| 61 | 
             
                user_input: str
         | 
| 62 | 
            -
                # session_id optional for legacy
         | 
| 63 | 
            -
                session_id: Optional[str] = None
         | 
| 64 |  | 
| 65 | 
             
            class ChatResponse(BaseModel):
         | 
| 66 | 
             
                session_id: str
         | 
| 67 | 
             
                answer: str
         | 
| 68 |  | 
| 69 | 
            -
            #  | 
|  | |
|  | |
| 70 | 
             
            @router.post("/start_session", response_model=ChatResponse)
         | 
| 71 | 
             
            async def start_session(req: StartSessionRequest):
         | 
| 72 | 
             
                if req.project_name not in PROJECTS:
         | 
| @@ -77,14 +89,11 @@ async def start_session(req: StartSessionRequest): | |
| 77 |  | 
| 78 | 
             
            @router.post("/chat", response_model=ChatResponse)
         | 
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            async def chat(body: ChatBody,
         | 
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            -
                            | 
| 81 | 
            -
             | 
| 82 | 
            -
             | 
| 83 | 
            -
             | 
| 84 | 
            -
                 | 
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            -
                    raise HTTPException(404, "Invalid or missing session")
         | 
| 86 | 
            -
             | 
| 87 | 
            -
                s = SESSIONS[sid]
         | 
| 88 | 
             
                user_msg = body.user_input.strip()
         | 
| 89 | 
             
                s.history.append({"role": "user", "content": user_msg})
         | 
| 90 |  | 
| @@ -94,10 +103,9 @@ async def chat(body: ChatBody, | |
| 94 | 
             
                    s.history.append({"role": "assistant", "content": answer})
         | 
| 95 | 
             
                    return ChatResponse(session_id=s.id, answer=answer)
         | 
| 96 |  | 
| 97 | 
            -
                # ---------------- intent  | 
| 98 | 
             
                gen_prompt = s.project["versions"][0]["general_prompt"]
         | 
| 99 | 
            -
                 | 
| 100 | 
            -
                intent_out = await spark_generate(intent_prompt)
         | 
| 101 |  | 
| 102 | 
             
                if not intent_out.startswith("#DETECTED_INTENT:"):
         | 
| 103 | 
             
                    s.history.append({"role": "assistant", "content": intent_out})
         | 
| @@ -114,28 +122,31 @@ async def chat(body: ChatBody, | |
| 114 | 
             
                s.history.append({"role": "assistant", "content": answer})
         | 
| 115 | 
             
                return ChatResponse(session_id=s.id, answer=answer)
         | 
| 116 |  | 
| 117 | 
            -
            #  | 
| 118 | 
            -
            # Helper  | 
| 119 | 
            -
            #  | 
| 120 | 
             
            def _find_intent(project, name_):
         | 
| 121 | 
             
                return next((i for i in project["versions"][0]["intents"] if i["name"] == name_), None)
         | 
| 122 |  | 
| 123 | 
             
            def _missing(s, intent_cfg):
         | 
| 124 | 
            -
                return [p["name"] for p in intent_cfg["parameters"] | 
|  | |
| 125 |  | 
| 126 | 
             
            async def _handle_intent(s, intent_cfg, user_msg):
         | 
| 127 | 
             
                missing = _missing(s, intent_cfg)
         | 
| 128 | 
             
                if missing:
         | 
| 129 | 
             
                    p_prompt = build_parameter_prompt(intent_cfg, missing, user_msg, s.history)
         | 
| 130 | 
            -
                     | 
| 131 | 
            -
                    if  | 
| 132 | 
            -
                        if bad := _process_params(s, intent_cfg,  | 
| 133 | 
             
                            return bad
         | 
| 134 | 
             
                        missing = _missing(s, intent_cfg)
         | 
|  | |
| 135 | 
             
                if missing:
         | 
| 136 | 
             
                    s.awaiting = {"intent": intent_cfg, "missing": missing}
         | 
| 137 | 
             
                    cap = next(p for p in intent_cfg["parameters"] if p["name"] == missing[0])["caption"]
         | 
| 138 | 
             
                    return f"{cap} nedir?"
         | 
|  | |
| 139 | 
             
                s.awaiting = None
         | 
| 140 | 
             
                return await _call_api(s, intent_cfg)
         | 
| 141 |  | 
| @@ -143,22 +154,24 @@ async def _followup(s, user_msg): | |
| 143 | 
             
                intent_cfg = s.awaiting["intent"]
         | 
| 144 | 
             
                missing    = s.awaiting["missing"]
         | 
| 145 | 
             
                p_prompt   = build_parameter_prompt(intent_cfg, missing, user_msg, s.history)
         | 
| 146 | 
            -
                 | 
| 147 | 
            -
                if not  | 
| 148 | 
             
                    return "Üzgünüm, anlayamadım."
         | 
| 149 | 
            -
                if bad := _process_params(s, intent_cfg,  | 
| 150 | 
             
                    return bad
         | 
|  | |
| 151 | 
             
                missing = _missing(s, intent_cfg)
         | 
| 152 | 
             
                if missing:
         | 
| 153 | 
             
                    s.awaiting["missing"] = missing
         | 
| 154 | 
             
                    cap = next(p for p in intent_cfg["parameters"] if p["name"] == missing[0])["caption"]
         | 
| 155 | 
             
                    return f"{cap} nedir?"
         | 
|  | |
| 156 | 
             
                s.awaiting = None
         | 
| 157 | 
             
                return await _call_api(s, intent_cfg)
         | 
| 158 |  | 
| 159 | 
            -
            def _process_params(s, intent_cfg,  | 
| 160 | 
             
                try:
         | 
| 161 | 
            -
                    data = json.loads( | 
| 162 | 
             
                except json.JSONDecodeError:
         | 
| 163 | 
             
                    return "Parametreleri çözemedim."
         | 
| 164 | 
             
                for pair in data.get("extracted", []):
         | 
| @@ -188,7 +201,7 @@ async def _call_api(s, intent_cfg): | |
| 188 | 
             
                except Exception:
         | 
| 189 | 
             
                    return intent_cfg["fallback_error_prompt"]
         | 
| 190 |  | 
| 191 | 
            -
                 | 
| 192 | 
             
                    "{{api_response}}", json.dumps(api_json, ensure_ascii=False)
         | 
| 193 | 
             
                )
         | 
| 194 | 
            -
                return await spark_generate( | 
|  | |
| 1 | 
             
            """
         | 
| 2 | 
            +
            Flare – Chat Handler  (Spark /generate format)
         | 
| 3 | 
            +
            =============================================
         | 
| 4 | 
            +
            • X-Session-ID header
         | 
| 5 | 
            +
            • /generate payload:
         | 
| 6 | 
            +
              {project_name, user_input, context, system_prompt}
         | 
| 7 | 
             
            """
         | 
| 8 |  | 
| 9 | 
             
            import re, json, uuid, httpx, commentjson
         | 
| 10 | 
             
            from datetime import datetime
         | 
| 11 | 
             
            from typing import Dict, List, Optional
         | 
| 12 |  | 
| 13 | 
            +
            from fastapi import APIRouter, HTTPException, Header
         | 
| 14 | 
             
            from pydantic import BaseModel
         | 
| 15 |  | 
| 16 | 
             
            from prompt_builder import build_intent_prompt, build_parameter_prompt, log
         | 
| 17 |  | 
| 18 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 19 | 
             
            # CONFIG
         | 
| 20 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 21 | 
             
            CFG = commentjson.load(open("service_config.jsonc", encoding="utf-8"))
         | 
| 22 | 
             
            PROJECTS = {p["name"]: p for p in CFG["projects"]}
         | 
| 23 | 
             
            APIS     = {a["name"]: a for a in CFG["apis"]}
         | 
| 24 | 
            +
            SPARK_URL = CFG["config"]["spark_endpoint"].rstrip("/") + "/generate"
         | 
| 25 |  | 
| 26 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 27 | 
             
            # SESSION
         | 
| 28 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 29 | 
             
            class Session:
         | 
| 30 | 
             
                def __init__(self, project_name: str):
         | 
| 31 | 
             
                    self.id = str(uuid.uuid4())
         | 
| 32 | 
             
                    self.project = PROJECTS[project_name]
         | 
| 33 | 
            +
                    self.history: List[Dict[str, str]] = []     # {role, content}
         | 
| 34 | 
             
                    self.variables: Dict[str, str] = {}
         | 
| 35 | 
             
                    self.awaiting: Optional[Dict] = None
         | 
| 36 | 
             
                    log(f"🆕 Session {self.id} for {project_name}")
         | 
| 37 |  | 
| 38 | 
             
            SESSIONS: Dict[str, Session] = {}
         | 
| 39 |  | 
| 40 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 41 | 
            +
            # Spark client
         | 
| 42 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 43 | 
            +
            async def spark_generate(session: Session,
         | 
| 44 | 
            +
                                     system_prompt: str,
         | 
| 45 | 
            +
                                     user_input: str) -> str:
         | 
| 46 | 
            +
                """Send request to Spark /generate endpoint"""
         | 
| 47 | 
            +
                payload = {
         | 
| 48 | 
            +
                    "project_name": session.project["name"],
         | 
| 49 | 
            +
                    "user_input": user_input,
         | 
| 50 | 
            +
                    "context": session.history[-10:],   # only last 10 turns
         | 
| 51 | 
            +
                    "system_prompt": system_prompt
         | 
| 52 | 
            +
                }
         | 
| 53 | 
             
                async with httpx.AsyncClient(timeout=60) as c:
         | 
| 54 | 
            +
                    r = await c.post(SPARK_URL, json=payload)
         | 
| 55 | 
             
                    r.raise_for_status()
         | 
| 56 | 
            +
                    # Spark örneğinde cevap key'i "model_answer" olabilir.
         | 
| 57 | 
            +
                    data = r.json()
         | 
| 58 | 
            +
                    return data.get("assistant") or data.get("model_answer") or data.get("text", "")
         | 
| 59 |  | 
| 60 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 61 | 
             
            # FASTAPI ROUTER
         | 
| 62 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 63 | 
             
            router = APIRouter()
         | 
| 64 |  | 
| 65 | 
             
            @router.get("/")
         | 
| 66 | 
             
            def health():
         | 
| 67 | 
             
                return {"status": "ok"}
         | 
| 68 |  | 
|  | |
| 69 | 
             
            class StartSessionRequest(BaseModel):
         | 
| 70 | 
             
                project_name: str
         | 
| 71 |  | 
| 72 | 
             
            class ChatBody(BaseModel):
         | 
| 73 | 
             
                user_input: str
         | 
|  | |
|  | |
| 74 |  | 
| 75 | 
             
            class ChatResponse(BaseModel):
         | 
| 76 | 
             
                session_id: str
         | 
| 77 | 
             
                answer: str
         | 
| 78 |  | 
| 79 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 80 | 
            +
            # ENDPOINTS
         | 
| 81 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 82 | 
             
            @router.post("/start_session", response_model=ChatResponse)
         | 
| 83 | 
             
            async def start_session(req: StartSessionRequest):
         | 
| 84 | 
             
                if req.project_name not in PROJECTS:
         | 
|  | |
| 89 |  | 
| 90 | 
             
            @router.post("/chat", response_model=ChatResponse)
         | 
| 91 | 
             
            async def chat(body: ChatBody,
         | 
| 92 | 
            +
                           x_session_id: str = Header(...)):
         | 
| 93 | 
            +
                if x_session_id not in SESSIONS:
         | 
| 94 | 
            +
                    raise HTTPException(404, "Invalid session")
         | 
| 95 | 
            +
             | 
| 96 | 
            +
                s = SESSIONS[x_session_id]
         | 
|  | |
|  | |
|  | |
| 97 | 
             
                user_msg = body.user_input.strip()
         | 
| 98 | 
             
                s.history.append({"role": "user", "content": user_msg})
         | 
| 99 |  | 
|  | |
| 103 | 
             
                    s.history.append({"role": "assistant", "content": answer})
         | 
| 104 | 
             
                    return ChatResponse(session_id=s.id, answer=answer)
         | 
| 105 |  | 
| 106 | 
            +
                # ---------------- intent detection ----------------
         | 
| 107 | 
             
                gen_prompt = s.project["versions"][0]["general_prompt"]
         | 
| 108 | 
            +
                intent_out = await spark_generate(s, gen_prompt, user_msg)
         | 
|  | |
| 109 |  | 
| 110 | 
             
                if not intent_out.startswith("#DETECTED_INTENT:"):
         | 
| 111 | 
             
                    s.history.append({"role": "assistant", "content": intent_out})
         | 
|  | |
| 122 | 
             
                s.history.append({"role": "assistant", "content": answer})
         | 
| 123 | 
             
                return ChatResponse(session_id=s.id, answer=answer)
         | 
| 124 |  | 
| 125 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 126 | 
            +
            # Helper functions
         | 
| 127 | 
            +
            # --------------------------------------------------------------------------- #
         | 
| 128 | 
             
            def _find_intent(project, name_):
         | 
| 129 | 
             
                return next((i for i in project["versions"][0]["intents"] if i["name"] == name_), None)
         | 
| 130 |  | 
| 131 | 
             
            def _missing(s, intent_cfg):
         | 
| 132 | 
            +
                return [p["name"] for p in intent_cfg["parameters"]
         | 
| 133 | 
            +
                        if p["variable_name"] not in s.variables]
         | 
| 134 |  | 
| 135 | 
             
            async def _handle_intent(s, intent_cfg, user_msg):
         | 
| 136 | 
             
                missing = _missing(s, intent_cfg)
         | 
| 137 | 
             
                if missing:
         | 
| 138 | 
             
                    p_prompt = build_parameter_prompt(intent_cfg, missing, user_msg, s.history)
         | 
| 139 | 
            +
                    p_out    = await spark_generate(s, p_prompt, user_msg)
         | 
| 140 | 
            +
                    if p_out.startswith("#PARAMETERS:"):
         | 
| 141 | 
            +
                        if bad := _process_params(s, intent_cfg, p_out):
         | 
| 142 | 
             
                            return bad
         | 
| 143 | 
             
                        missing = _missing(s, intent_cfg)
         | 
| 144 | 
            +
             | 
| 145 | 
             
                if missing:
         | 
| 146 | 
             
                    s.awaiting = {"intent": intent_cfg, "missing": missing}
         | 
| 147 | 
             
                    cap = next(p for p in intent_cfg["parameters"] if p["name"] == missing[0])["caption"]
         | 
| 148 | 
             
                    return f"{cap} nedir?"
         | 
| 149 | 
            +
             | 
| 150 | 
             
                s.awaiting = None
         | 
| 151 | 
             
                return await _call_api(s, intent_cfg)
         | 
| 152 |  | 
|  | |
| 154 | 
             
                intent_cfg = s.awaiting["intent"]
         | 
| 155 | 
             
                missing    = s.awaiting["missing"]
         | 
| 156 | 
             
                p_prompt   = build_parameter_prompt(intent_cfg, missing, user_msg, s.history)
         | 
| 157 | 
            +
                p_out      = await spark_generate(s, p_prompt, user_msg)
         | 
| 158 | 
            +
                if not p_out.startswith("#PARAMETERS:"):
         | 
| 159 | 
             
                    return "Üzgünüm, anlayamadım."
         | 
| 160 | 
            +
                if bad := _process_params(s, intent_cfg, p_out):
         | 
| 161 | 
             
                    return bad
         | 
| 162 | 
            +
             | 
| 163 | 
             
                missing = _missing(s, intent_cfg)
         | 
| 164 | 
             
                if missing:
         | 
| 165 | 
             
                    s.awaiting["missing"] = missing
         | 
| 166 | 
             
                    cap = next(p for p in intent_cfg["parameters"] if p["name"] == missing[0])["caption"]
         | 
| 167 | 
             
                    return f"{cap} nedir?"
         | 
| 168 | 
            +
             | 
| 169 | 
             
                s.awaiting = None
         | 
| 170 | 
             
                return await _call_api(s, intent_cfg)
         | 
| 171 |  | 
| 172 | 
            +
            def _process_params(s, intent_cfg, p_out):
         | 
| 173 | 
             
                try:
         | 
| 174 | 
            +
                    data = json.loads(p_out[len("#PARAMETERS:"):])
         | 
| 175 | 
             
                except json.JSONDecodeError:
         | 
| 176 | 
             
                    return "Parametreleri çözemedim."
         | 
| 177 | 
             
                for pair in data.get("extracted", []):
         | 
|  | |
| 201 | 
             
                except Exception:
         | 
| 202 | 
             
                    return intent_cfg["fallback_error_prompt"]
         | 
| 203 |  | 
| 204 | 
            +
                summary_prompt = api["response_prompt"].replace(
         | 
| 205 | 
             
                    "{{api_response}}", json.dumps(api_json, ensure_ascii=False)
         | 
| 206 | 
             
                )
         | 
| 207 | 
            +
                return await spark_generate(s, summary_prompt, "")
         | 

