diff --git a/ai/gen-ai-agents/oci-adk-projects/README.md b/ai/gen-ai-agents/oci-adk-projects/README.md
deleted file mode 100644
index 7fc9d9fd1..000000000
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@@ -1,35 +0,0 @@
-# OCI Weather Assistant API
-
-A FastAPI-based service that integrates with Oracle Cloud Infrastructure's Generative AI Agent and uses OpenWeather API to provide real-time weather forecasts. The agent invokes the `get_weather` tool automatically when weather-related questions are asked.
-
-## Features
-
-- FastAPI backend with async support
-- OCI Generative AI Agent integration
-- Weather tool using OpenWeather API
-- `.env` configuration for secrets
-
-## Setup
-
-1. Clone the repo & install dependencies:
-
-```bash
-git clone https://github.com/your-username/oci-weather-assistant.git
-cd oci-weather-assistant
-pip install -r requirements.txt
-
-## Create a .env file in the root directory:
-
-OCI_AI_AGENT_ENDPOINT_ID=ocid1.generativeaiendpoint.oc1..example
-OCI_CONFIG_PROFILE=DEFAULT
-OCI_REGION=us-chicago-1
-OPENWEATHER_API_KEY=your_openweather_api_key
-
-## Run the app
-
-uvicorn main:app --reload --port 8000
-
-## UI
-
-To test the API via a simple UI, use the frontend from this repository:
-🔗 https://github.com/ralungei/oci-genai-agent-blackbelt
diff --git a/ai/gen-ai-agents/oci-adk-projects/example.env b/ai/gen-ai-agents/oci-adk-projects/example.env
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index a482a7f35..000000000
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-OCI_AI_AGENT_ENDPOINT_ID=ocid1.generativeaiendpoint.oc1..example
-OCI_CONFIG_PROFILE=DEFAULT
-OCI_REGION=us-chicago-1
-OPENWEATHER_API_KEY=your_openweather_api_key
diff --git a/ai/gen-ai-agents/oci-adk-projects/main.py b/ai/gen-ai-agents/oci-adk-projects/main.py
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index cc8486c50..000000000
--- a/ai/gen-ai-agents/oci-adk-projects/main.py
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-from __future__ import annotations
-
-import os
-from typing import Dict, Optional
-
-import requests
-from dotenv import load_dotenv
-from oci.addons.adk import Agent, AgentClient, tool
-from fastapi import FastAPI
-from fastapi.middleware.cors import CORSMiddleware
-from pydantic import BaseModel
-
-# ---------------------------------------------------------------------------
-# Environment setup
-# ---------------------------------------------------------------------------
-
-load_dotenv(dotenv_path=os.path.join(os.path.dirname(__file__), ".env"))
-
-OCI_AI_AGENT_ENDPOINT_ID = os.getenv("OCI_AI_AGENT_ENDPOINT_ID")
-OCI_CONFIG_PROFILE = os.getenv("OCI_CONFIG_PROFILE", "DEFAULT")
-OCI_REGION = os.getenv("OCI_REGION", "us-chicago-1")
-OPENWEATHER_API_KEY = os.getenv("OPENWEATHER_API_KEY", "")
-
-
-# ---------------------------------------------------------------------------
-# Tool definition
-# ---------------------------------------------------------------------------
-
-@tool
-def get_weather(location: str, units: str = "metric") -> Dict[str, str]:
-    """Return the current weather for *location* using OpenWeatherMap.
-
-    Args:
-        location: City name (e.g. "Seattle" or "Seattle,US").
-        units:   Measurement system – "metric" (°C), "imperial" (°F), or
-                  "standard" (Kelvin). Defaults to "metric".
-
-    Returns:
-        A dict ready for the agent response, containing temperature, unit,
-        humidity, wind speed and a short description.
-    """
-
-    base_url = "https://api.openweathermap.org/data/2.5/weather"
-    params = {
-        "q": location,
-        "appid": OPENWEATHER_API_KEY,
-        "units": units,
-    }
-
-    try:
-        resp = requests.get(base_url, params=params, timeout=10)
-        resp.raise_for_status()
-    except requests.RequestException as exc:
-        raise RuntimeError(f"Weather service unavailable: {exc}") from exc
-
-    data = resp.json()
-
-    main = data["main"]
-    weather = data["weather"][0]
-    wind = data.get("wind", {})
-
-    unit_symbol = {"metric": "°C", "imperial": "°F", "standard": "K"}.get(units, "°?")
-
-    return {
-        "location": location,
-        "temperature": main["temp"],
-        "unit": unit_symbol,
-        "description": weather["description"],
-        "humidity_percent": main.get("humidity"),
-        "wind_speed_mps": wind.get("speed"),
-    }
-
-
-# ---------------------------------------------------------------------------
-# FastAPI setup
-# ---------------------------------------------------------------------------
-app = FastAPI()
-app.add_middleware(
-    CORSMiddleware,
-    allow_origins=["*"],
-    allow_credentials=True,
-    allow_methods=["*"],
-    allow_headers=["*"],
-)
-
-# ---------------------------------------------------------------------------
-# Agent setup (reuse from main)
-# ---------------------------------------------------------------------------
-if not OCI_AI_AGENT_ENDPOINT_ID:
-    raise SystemExit("OCI_AI_AGENT_ENDPOINT_ID is not set. Check your .env file.")
-
-client = AgentClient(
-    auth_type="api_key",
-    profile=OCI_CONFIG_PROFILE,
-    region=OCI_REGION,
-)
-
-agent = Agent(
-    client=client,
-    agent_endpoint_id=OCI_AI_AGENT_ENDPOINT_ID,
-    instructions=(
-        "You are a helpful assistant that answers weather questions. "
-        "Always invoke the get_weather tool when the user asks about the forecast."
-    ),
-    tools=[get_weather],
-)
-
-agent.setup()
-
-# ---------------------------------------------------------------------------
-# API request/response models
-# ---------------------------------------------------------------------------
-class ChatRequest(BaseModel):
-    question: str
-    execute_functions: Optional[bool] = True
-    session_id: Optional[str] = None
-
-# ---------------------------------------------------------------------------
-# /chat endpoint
-# ---------------------------------------------------------------------------
-@app.post("/chat")
-async def chat(request: ChatRequest):
-    try:
-        response = await agent.run_async(request.question)
-        return {
-            "answer": response.final_output,
-            "session_id": request.session_id or "session123"
-        }
-    except Exception as e:
-        return {"answer": str(e), "session_id": request.session_id or "session123"}
-
-
-if __name__ == "__main__":
-    main()
diff --git a/ai/gen-ai-agents/oci-adk-projects/requirements.txt b/ai/gen-ai-agents/oci-adk-projects/requirements.txt
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index 72231d7f9..000000000
--- a/ai/gen-ai-agents/oci-adk-projects/requirements.txt
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-fastapi==0.111.0
-uvicorn==0.29.0
-requests==2.31.0
-python-dotenv==1.0.1
-oci==2.114.1
\ No newline at end of file