临时保存

lightrag/api/lightrag_ollama.py

@@ -472,10 +472,25 @@ def create_app(args):
             )
 
             if request.stream:
-                result = ""
+                from fastapi.responses import StreamingResponse
-                async for chunk in response:
+                import json
-                    result += chunk
+
-                return QueryResponse(response=result)
+                async def stream_generator():
+                    async for chunk in response:
+                        yield f"data: {json.dumps({'response': chunk})}\n\n"
+
+                return StreamingResponse(
+                    stream_generator(),
+                    media_type="text/event-stream",
+                    headers={
+                        "Cache-Control": "no-cache",
+                        "Connection": "keep-alive",
+                        "Content-Type": "text/event-stream",
+                        "Access-Control-Allow-Origin": "*",
+                        "Access-Control-Allow-Methods": "POST, OPTIONS",
+                        "Access-Control-Allow-Headers": "Content-Type"
+                    }
+                )
             else:
                 return QueryResponse(response=response)
         except Exception as e:
@@ -484,7 +499,7 @@ def create_app(args):
     @app.post("/query/stream", dependencies=[Depends(optional_api_key)])
     async def query_text_stream(request: QueryRequest):
         try:
-            response = rag.query(
+            response = await rag.aquery(  # 使用 aquery 而不是 query,并添加 await
                 request.query,
                 param=QueryParam(
                     mode=request.mode,
@@ -493,11 +508,24 @@ def create_app(args):
                 ),
             )
 
+            from fastapi.responses import StreamingResponse
+
             async def stream_generator():
                 async for chunk in response:
-                    yield chunk
+                    yield f"data: {chunk}\n\n"
 
-            return stream_generator()
+            return StreamingResponse(
+                stream_generator(),
+                media_type="text/event-stream",
+                headers={
+                    "Cache-Control": "no-cache",
+                    "Connection": "keep-alive",
+                    "Content-Type": "text/event-stream",
+                    "Access-Control-Allow-Origin": "*",
+                    "Access-Control-Allow-Methods": "POST, OPTIONS",
+                    "Access-Control-Allow-Headers": "Content-Type"
+                }
+            )
         except Exception as e:
             raise HTTPException(status_code=500, detail=str(e))
 
@@ -659,20 +687,48 @@ def create_app(args):
             cleaned_query, mode = parse_query_mode(query)
             
             # 调用RAG进行查询
+            query_param = QueryParam(
+                mode=mode,  # 使用解析出的模式,如果没有前缀则为默认的 hybrid
+                stream=request.stream,
+                only_need_context=False
+            )
+            
             if request.stream:
-                response = await rag.aquery(
+                from fastapi.responses import StreamingResponse
+                import json
+                
+                response = await rag.aquery(  # 需要 await 来获取异步生成器
                     cleaned_query,
-                    param=QueryParam(
+                    param=query_param
-                        mode=mode,
-                        stream=True,
-                        only_need_context=False
-                    ),
                 )
 
                 async def stream_generator():
                     try:
-                        async for chunk in response:
+                        # 确保 response 是异步生成器
-                            yield {
+                        if isinstance(response, str):
+                            data = {
+                                'model': LIGHTRAG_MODEL,
+                                'created_at': LIGHTRAG_CREATED_AT,
+                                'message': {
+                                    'role': 'assistant',
+                                    'content': response
+                                },
+                                'done': True
+                            }
+                            yield f"data: {json.dumps(data)}\n\n"
+                        else:
+                            async for chunk in response:
+                                data = {
+                                    "model": LIGHTRAG_MODEL,
+                                    "created_at": LIGHTRAG_CREATED_AT,
+                                    "message": {
+                                        "role": "assistant",
+                                        "content": chunk
+                                    },
+                                    "done": False
+                                }
+                                yield f"data: {json.dumps(data)}\n\n"
+                            data = {
                                 "model": LIGHTRAG_MODEL,
                                 "created_at": LIGHTRAG_CREATED_AT,
                                 "message": {
@@ -681,7 +737,10 @@ def create_app(args):
                                 },
                                 "done": False
                             }
-                        yield {
+                            yield f"data: {json.dumps(data)}\n\n"
+                            
+                        # 发送完成标记
+                        data = {
                             "model": LIGHTRAG_MODEL,
                             "created_at": LIGHTRAG_CREATED_AT,
                             "message": {
@@ -690,30 +749,41 @@ def create_app(args):
                             },
                             "done": True
                         }
+                        yield f"data: {json.dumps(data)}\n\n"
                     except Exception as e:
                         logging.error(f"Error in stream_generator: {str(e)}")
                         raise
-                from fastapi.responses import StreamingResponse
+                
-                import json
                 return StreamingResponse(
-                    (f"data: {json.dumps(chunk)}\n\n" async for chunk in stream_generator()),
+                    stream_generator(),
-                    media_type="text/event-stream"
+                    media_type="text/event-stream",
+                    headers={
+                        "Cache-Control": "no-cache",
+                        "Connection": "keep-alive",
+                        "Content-Type": "text/event-stream",
+                        "Access-Control-Allow-Origin": "*",
+                        "Access-Control-Allow-Methods": "POST, OPTIONS",
+                        "Access-Control-Allow-Headers": "Content-Type"
+                    }
                 )
             else:
-                response = await rag.aquery(
+                # 非流式响应
+                response_text = await rag.aquery(
                     cleaned_query,
-                    param=QueryParam(
+                    param=query_param
-                        mode=mode,
-                        stream=False,
-                        only_need_context=False
-                    ),
                 )
+                
+                # 确保响应不为空
+                if not response_text:
+                    response_text = "No response generated"
+                    
+                # 构造并返回响应
                 return OllamaChatResponse(
                     model=LIGHTRAG_MODEL,
                     created_at=LIGHTRAG_CREATED_AT,
                     message=OllamaMessage(
                         role="assistant",
-                        content=response
+                        content=str(response_text)  # 确保转换为字符串
                     ),
                     done=True
                 )