Langraph issue and Gemini Client Fixed

Dockerfile

@@ -0,0 +1,15 @@
+FROM python:3.12-slim as builder
+
+WORKDIR /app
+COPY pyproject.toml .
+RUN pip install -e .
+
+FROM python:3.12-slim as runtime
+
+WORKDIR /app
+COPY --from=builder /usr/local/lib/python3.12/site-packages /usr/local/lib/python3.12/site-packages
+COPY --from=builder /usr/local/bin /usr/local/bin
+COPY src/ ./src/
+
+EXPOSE 8000
+CMD ["uvicorn", "src.api.app:create_app", "--host", "0.0.0.0", "--port", "8000", "--factory"]

agent_system/README.md

@@ -59,19 +59,20 @@ A self-optimizing blog generation agent that creates SEO-optimized content using
 
    ```bash
    git clone <repository-url>
-   cd gemini-with-search
+   cd agent_system
    ```
 
 2. **Create virtual environment**
 
    ```bash
-   python -m venv venv
-   source venv/bin/activate  # On Windows: venv\Scripts\activate
+   python -m venv .venv
+   source .venv/bin/activate  # On Windows: venv\Scripts\activate
    ```
 
 3. **Install dependencies**
 
    ```bash
+   pip install -r requirements.txt
    pip install -e .
    ```
 
@@ -93,7 +94,7 @@ Create a `.env` file with the following variables:
 
 ```env
 GOOGLE_API_KEY=your_google_api_key_here
-GEMINI_MODEL=gemini-1.5-pro-latest
+GEMINI_MODEL=gemini-2.5-flash
 LANGSMITH_API_KEY=your_langsmith_api_key_here
 LANGSMITH_PROJECT=gemini-search-blog-agent
 MAX_CONCURRENT_REQUESTS=10

agent_system/requirements.txt

@@ -6,6 +6,7 @@ anyio==4.9.0
 attrs==25.3.0
 babel==2.17.0
 beautifulsoup4==4.13.4
+black==25.1.0
 cachetools==5.5.2
 certifi==2025.7.14
 charset-normalizer==3.4.2
@@ -21,6 +22,8 @@ google-api-core==2.25.1
 google-api-python-client==2.176.0
 google-auth==2.40.3
 google-auth-httplib2==0.2.0
+google-custom-search==3.0.0
+google-genai==1.26.0
 google-generativeai==0.8.5
 googleapis-common-protos==1.70.0
 greenlet==3.2.3
@@ -55,9 +58,13 @@ multidict==6.6.3
 mypy_extensions==1.1.0
 numpy==2.3.1
 openai==1.97.0
+-e git+ssh://git@github.com/solve-ease/OptiBlogAi.git@98832b544e26ab25cf2140ab04fcd78e8fdbd151#egg=optiblogai&subdirectory=agent_system
 orjson==3.11.0
 ormsgpack==1.10.0
 packaging==25.0
+pathspec==0.12.1
+platformdirs==4.3.8
+playwright==1.53.0
 propcache==0.3.2
 proto-plus==1.26.1
 protobuf==5.29.5
@@ -66,6 +73,7 @@ pyasn1_modules==0.4.2
 pydantic==2.11.7
 pydantic-settings==2.10.1
 pydantic_core==2.33.2
+pyee==13.0.0
 pyparsing==3.2.3
 python-dateutil==2.9.0.post0
 python-dotenv==1.1.1
@@ -81,7 +89,7 @@ soupsieve==2.7
 SQLAlchemy==2.0.41
 starlette==0.47.1
 structlog==25.4.0
-tenacity==9.1.2
+tenacity==8.5.0
 tiktoken==0.9.0
 tld==0.13.1
 tqdm==4.67.1

agent_system/smoke_test.py

@@ -0,0 +1,9 @@
+import asyncio
+from src.agents.graph import get_blog_generation_graph
+
+async def smoke():
+    g = await get_blog_generation_graph()
+    result = await g.run_blog_generation("AI trends 2025")
+    print("✅ SUCCESS" if result["success"] else "❌ FAILED", result["final_score"])
+
+asyncio.run(smoke())

agent_system/src/__init__.py

@@ -1 +1 @@
-"""Gemini-with-Search Blog Agent."""
+"""Gemini-with-Search Blog Agent."""

agent_system/src/agents/__init__.py

@@ -1 +1 @@
-"""LangGraph agent modules."""
+"""LangGraph agent modules."""