upload

Dockerfile

@@ -0,0 +1,16 @@
+# Use the official Python 3.10.9 image
+FROM python:3.10.9
+
+# Copy the current directory contents into the container at .
+COPY . .
+
+# Set the working directory to /
+WORKDIR /
+
+# Install requirements.txt 
+RUN pip install --no-cache-dir --upgrade -r /requirements.txt
+
+# Start the FastAPI app on port 7860, the default port expected by Spaces
+CMD ["gunicorn", "writing_api:app", "--host", "0.0.0.0", "--port", "7860", "--workers", "4", "--worker-class", "uvicorn.workers.UvicornWorker", "--bind", "0.0.0.0:8300", "--timeout", "60"]
+
+#gunicorn writing_api:app --workers 4 --worker-class uvicorn.workers.UvicornWorker --bind 0.0.0.0:8300 --reload --preload --timeout 60

README.md

@@ -1,10 +1 @@
----
-title: Gemini Gate
-emoji: 💻
-colorFrom: indigo
-colorTo: green
-sdk: docker
-pinned: false
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# test_project_ielts

app.py

@@ -0,0 +1,28 @@
+from pydantic import BaseModel
+from fastapi import HTTPException
+import os
+import traceback
+from fastapi.middleware.cors import CORSMiddleware
+from gemini import complete_gemini_async
+
+class GenItem(BaseModel):
+    chat:list
+    key:str
+    params:dict
+    
+app = FastAPI()
+origins = ["*"]
+app.add_middleware(
+    CORSMiddleware,
+    allow_origins=origins,
+    allow_credentials=True,
+    allow_methods=["GET", "POST", "PUT", "DELETE", "OPTIONS"],
+    allow_headers=["*"],
+)
+@app.post("/complete")
+async def complete(item: GenItem):
+    try:
+        result = await complete_gemini_async(item.chat, item.key, item.params)
+    except Exception as e:
+        raise HTTPException(status_code=500, detail="An error occurred: {}".format(traceback.format_exc()))
+

gemini.py

@@ -0,0 +1,36 @@
+import requests
+import os
+import httpx
+import asyncio
+
+GEMINI_URL = "https://generativelanguage.googleapis.com/v1beta/models/gemini-pro:generateContent"
+
+async def complete_gemini_async(chat, key, params={}):
+    data = {
+        "contents": chat,
+        "generationConfig": {
+            "stopSequences": ["Title"],
+            "temperature": 1.0 if "temp" not in params else params["temp"],
+            "maxOutputTokens": 2048 if "max_length" not in params else params["max_length"],
+            "topP": 0.8 if "top_p" not in params else params["top_p"],
+            "topK": 10 if "top_k" not in params else params["top_k"]
+        }
+    }
+    params = {'key': key}
+    headers = {"Content-Type": "application/json"}
+    result = None
+    try:
+        async with httpx.AsyncClient() as client:
+            result = await client.post(GEMINI_URL, params=params, json=data, headers=headers, timeout=60)
+        result.raise_for_status()  
+        result = result.json()["candidates"][0]["content"]["parts"][0]["text"]
+        return {"response":result}
+    except requests.RequestException as e:
+        if e.status_code == 429:
+            await asyncio.sleep(60)
+        #rint(f"Error making Gemini API request: {e}")
+        async with httpx.AsyncClient() as client:
+            result = await client.post(GEMINI_URL, params=params, json=data, headers=headers, timeout=60)
+        result.raise_for_status()  
+        result = result.json()["candidates"][0]["content"]["parts"][0]["text"]
+        return {"response":result}

requirements.txt

@@ -0,0 +1,4 @@
+langchain==0.1.13
+fastapi==0.110.0
+gunicorn==21.2.0
+passlib==1.7.4