Feat/victorbarny week5

week4/community-contributions/victor_barny/code-converter.ipynb

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+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "id": "3732a3e3",
+      "metadata": {},
+      "source": [
+        "# Code Converter - Python to Go\n",
+        "\n",
+        "Convert Python code to optimized Go code and run it.\n",
+        "Reference: `week4/community-contributions/tochi/code_converter.ipynb`."
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "25c8addd",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# imports\n",
+        "import os\n",
+        "import io\n",
+        "import sys\n",
+        "import json\n",
+        "import subprocess\n",
+        "from dotenv import load_dotenv\n",
+        "from openai import OpenAI\n",
+        "from IPython.display import Markdown, display\n",
+        "import gradio as gr"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "84e7192e",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# load env + client\n",
+        "load_dotenv(override=True)\n",
+        "openai_api_key = os.getenv(\"OPENAI_API_KEY\")\n",
+        "\n",
+        "if openai_api_key:\n",
+        "    print(f\"OpenAI API Key exists and begins {openai_api_key[:8]}\")\n",
+        "else:\n",
+        "    print(\"OpenAI API Key not set. Check your environment variables and try again\")\n",
+        "\n",
+        "openai = OpenAI()\n",
+        "OPENAI_MODEL = \"gpt-5-nano\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "83b88d76",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# compile + run commands for Go\n",
+        "compile_command = [\"go\", \"build\", \"-o\", \"main\", \"main.go\"]\n",
+        "run_command = [\"./main\"]"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "a78d8317",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# prompts for conversion\n",
+        "system_prompt = \"\"\"\n",
+        "Your task is to convert Python code into high performance Go code.\n",
+        "Respond only with Go code. Do not provide any explanation other than occasional comments.\n",
+        "The Go response needs to produce an identical output in the fastest possible time.\n",
+        "\"\"\"\n",
+        "\n",
+        "def user_prompt_for(python):\n",
+        "    return f\"\"\"\n",
+        "Port this Python code to Go with the fastest possible implementation that produces identical output in the least time.\n",
+        "\n",
+        "Your response will be written to a file called main.go and then compiled and executed; the compilation command is:\n",
+        "\n",
+        "{compile_command}\n",
+        "\n",
+        "Respond only with Go code.\n",
+        "Python code to port:\n",
+        "\n",
+        "```python\n",
+        "{python}\n",
+        "```\n",
+        "\"\"\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "c44604f3",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "def messages_for(python):\n",
+        "    return [\n",
+        "        {\"role\": \"system\", \"content\": system_prompt},\n",
+        "        {\"role\": \"user\", \"content\": user_prompt_for(python)},\n",
+        "    ]\n",
+        "\n",
+        "def write_output(code):\n",
+        "    with open(\"main.go\", \"w\", encoding=\"utf-8\") as f:\n",
+        "        f.write(code)\n",
+        "\n",
+        "def convert(python):\n",
+        "    response = openai.chat.completions.create(\n",
+        "        model=OPENAI_MODEL,\n",
+        "        messages=messages_for(python),\n",
+        "        reasoning_effort=\"high\",\n",
+        "    )\n",
+        "    reply = response.choices[0].message.content\n",
+        "    reply = reply.replace(\"```go\", \"\").replace(\"```\", \"\")\n",
+        "    return reply"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "31808299",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# sample python for testing\n",
+        "py_sample = \"\"\"\n",
+        "import time\n",
+        "\n",
+        "def calculate(iterations, param1, param2):\n",
+        "    result = 1.0\n",
+        "    for i in range(1, iterations+1):\n",
+        "        j = i * param1 - param2\n",
+        "        result -= (1/j)\n",
+        "        j = i * param1 + param2\n",
+        "        result += (1/j)\n",
+        "    return result\n",
+        "\n",
+        "start_time = time.time()\n",
+        "result = calculate(200_000_000, 4, 1) * 4\n",
+        "end_time = time.time()\n",
+        "\n",
+        "print(f\"Result: {result:.12f}\")\n",
+        "print(f\"Execution Time: {(end_time - start_time):.6f} seconds\")\n",
+        "\"\"\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "e53a923d",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "def run_python(code):\n",
+        "    globals_dict = {\"__builtins__\": __builtins__}\n",
+        "    buffer = io.StringIO()\n",
+        "    old_stdout = sys.stdout\n",
+        "    sys.stdout = buffer\n",
+        "\n",
+        "    try:\n",
+        "        exec(code, globals_dict)\n",
+        "        output = buffer.getvalue()\n",
+        "    except Exception as e:\n",
+        "        output = f\"Error: {e}\"\n",
+        "    finally:\n",
+        "        sys.stdout = old_stdout\n",
+        "\n",
+        "    return output\n",
+        "\n",
+        "\n",
+        "def run_go(code):\n",
+        "    write_output(code)\n",
+        "    try:\n",
+        "        subprocess.run(compile_command, check=True, text=True, capture_output=True)\n",
+        "        run_result = subprocess.run(run_command, check=True, text=True, capture_output=True)\n",
+        "        return run_result.stdout\n",
+        "    except subprocess.CalledProcessError as e:\n",
+        "        return f\"An error occurred:\\n{e.stderr}\""
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "id": "2b95de77",
+      "metadata": {},
+      "outputs": [],
+      "source": [
+        "# Gradio UI\n",
+        "with gr.Blocks(theme=gr.themes.Monochrome(), title=\"Port from Python to Go\") as ui:\n",
+        "    with gr.Row(equal_height=True):\n",
+        "        with gr.Column(scale=6):\n",
+        "            python = gr.Code(\n",
+        "                label=\"Python Original Code\",\n",
+        "                value=py_sample,\n",
+        "                language=\"python\",\n",
+        "                lines=30,\n",
+        "            )\n",
+        "        with gr.Column(scale=6):\n",
+        "            go = gr.Code(\n",
+        "                label=\"Go (generated)\", value=\"\", language=\"go\", lines=26\n",
+        "            )\n",
+        "    with gr.Row(elem_classes=[\"controls\"]):\n",
+        "        python_run = gr.Button(\"Run Python\", elem_classes=[\"run-btn\", \"py\"])\n",
+        "        port = gr.Button(\"Convert to Go\", elem_classes=[\"convert-btn\"])\n",
+        "        go_run = gr.Button(\"Run Go\", elem_classes=[\"run-btn\", \"go\"])\n",
+        "\n",
+        "    with gr.Row(equal_height=True):\n",
+        "        with gr.Column(scale=6):\n",
+        "            python_out = gr.TextArea(label=\"Python Result\", lines=10)\n",
+        "        with gr.Column(scale=6):\n",
+        "            go_out = gr.TextArea(label=\"Go output\", lines=10)\n",
+        "\n",
+        "    port.click(fn=convert, inputs=[python], outputs=[go])\n",
+        "    python_run.click(fn=run_python, inputs=[python], outputs=[python_out])\n",
+        "    go_run.click(fn=run_go, inputs=[go], outputs=[go_out])\n",
+        "\n",
+        "ui.launch(inbrowser=True)"
+      ]
+    }
+  ],
+  "metadata": {
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 5
+}

week5/community-contributions/victorbarny/medassist-rag/knowledge-base/diseases/conditions.md

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+# Common Cold
+The common cold is a viral infection of your nose and throat (upper respiratory tract). It's usually harmless, although it might not feel that way. Many types of viruses can cause a common cold.
+Symptoms: Runny or stuffy nose, sore throat, cough, congestion, slight body aches or a mild headache, sneezing, low-grade fever.
+Prevention: Wash your hands, disinfect your stuff, use tissues, don't share, take care of yourself.
+
+# Influenza (Flu)
+Influenza is a viral infection that attacks your respiratory system — your nose, throat and lungs. Influenza is commonly called the flu, but it's not the same as stomach "flu" viruses that cause diarrhea and vomiting.
+Symptoms: Fever, aching muscles, chills and sweats, headache, dry, persistent cough, shortness of breath, tiredness and weakness, runny or stuffy nose, sore throat, eye pain.
+Prevention: Annual flu vaccine, hand-washing, avoiding crowds.
+
+# Hypertension (High Blood Pressure)
+Hypertension is a condition in which the force of the blood against your artery walls is too high. Usually hypertension is defined as blood pressure above 140/90, and is considered severe if the pressure is above 180/120.
+Symptoms: Often has no symptoms. Over time, if untreated, it can cause health conditions, such as heart disease and stroke.
+Treatment: Eating a healthier diet with less salt, exercising regularly, and taking medications can help lower blood pressure.

week5/community-contributions/victorbarny/medassist-rag/knowledge-base/drugs/medications.md

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+# Paracetamol (Acetaminophen)
+Usage: Common medication used to treat pain and fever. It is typically used for mild to moderate pain relief.
+Side Effects: Nausea, stomach pain, loss of appetite, itching, rash, headache, dark urine, clay-colored stools, jaundice.
+Warning: Avoid taking more than the recommended dose as it can cause serious liver damage.
+
+# Ibuprofen
+Usage: Nonsteroidal anti-inflammatory drug (NSAID) used for treating pain, fever, and inflammation.
+Side Effects: Stomach pain, heartburn, nausea, vomiting, gas, constipation, diarrhea, dizziness, headache, nervousness, skin itching or rash, ringing in your ears.
+Warning: Should be taken with food or milk to prevent stomach upset.

week5/community-contributions/victorbarny/medassist-rag/knowledge-base/first-aid/procedures.md

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+# Cuts and Scrapes
+1. Wash your hands.
+2. Stop the bleeding with gentle pressure.
+3. Clean the wound with water.
+4. Apply an antibiotic or petroleum jelly.
+5. Cover the wound with a bandage.
+
+# Burns (Minor)
+1. Cool the burn. Hold the burned area under cool (not cold) running water.
+2. Remove rings or other tight items from the burned area.
+3. Don't break blisters.
+4. Apply lotion (aloe vera).
+5. Bandage the burn.