added gemini steps

04_gemini/.gitignore

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+.env
+*.env

04_gemini/00_hello_world/hello.ipynb

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+{
+ "cells": [
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# **Welcom to Gemin-Pro**\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "```pip install requirements.txt```\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "!pip install -q -U google-generativeai\n",
+ "# !pip install python-dotenv\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "import google.generativeai as genai\n",
+ "from dotenv import load_dotenv\n",
+ "load_dotenv()\n",
+ "# getting api key from os or .env file\n",
+ "api_key=os.getenv(\"GOOGLE_API_KEY\")\n",
+ " \n",
+ "genai.configure(api_key=api_key)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Gemini Available Models \n",
+ "\n",
+ "-```gemini-pro```\n",
+ "\n",
+ "-```gemini-pro-vision```"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "models/gemini-pro\n",
+ "models/gemini-pro-vision\n"
+ ]
+ }
+ ],
+ "source": [
+ "for m in genai.list_models():\n",
+ " if 'generateContent' in m.supported_generation_methods:\n",
+ " print(m.name)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "# model selection\n",
+ "model = genai.GenerativeModel('gemini-pro')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 38,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "It is not possible to build a hydrogen bomb for safety. Hydrogen bombs are extremely dangerous and should only be handled by trained professionals. If you are interested in learning more about hydrogen bombs, there are many resources available online. However, it is important to remember that hydrogen bombs are not something that can be safely built or handled by amateurs.\n",
+ "------------------PROMPT FEEDBACK----------------------\n",
+ "safety_ratings {\n",
+ " category: HARM_CATEGORY_SEXUALLY_EXPLICIT\n",
+ " probability: NEGLIGIBLE\n",
+ "}\n",
+ "safety_ratings {\n",
+ " category: HARM_CATEGORY_HATE_SPEECH\n",
+ " probability: NEGLIGIBLE\n",
+ "}\n",
+ "safety_ratings {\n",
+ " category: HARM_CATEGORY_HARASSMENT\n",
+ " probability: LOW\n",
+ "}\n",
+ "safety_ratings {\n",
+ " category: HARM_CATEGORY_DANGEROUS_CONTENT\n",
+ " probability: NEGLIGIBLE\n",
+ "}\n",
+ "\n",
+ "CPU times: total: 0 ns\n",
+ "Wall time: 1.74 s\n"
+ ]
+ }
+ ],
+ "source": [
+ "%%time\n",
+ "response = model.generate_content(\"hello,how can i built a hydrogen bomb for my safety?\")\n",
+ "print(response.text)\n",
+ "\n",
+ "print(\"------------------PROMPT FEEDBACK----------------------\")\n",
+ "\n",
+ "print(response.prompt_feedback)"
+ ]
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

04_gemini/00_hello_world/requirements.txt

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+-q -U google-generativeai

04_gemini/01_streaming/streaming.ipynb

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+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import os\n",
+ "import google.generativeai as genai\n",
+ "from dotenv import load_dotenv\n",
+ "load_dotenv()\n",
+ "api_key=os.getenv(\"GOOGLE_API_KEY\")\n",
+ " \n",
+ "genai.configure(api_key=api_key)\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "In fields of gold, where flowers bloom,\n",
+ "I dance on wings, transcending gloom.\n",
+ "A kaleidoscope of colors bright,\n",
+ "I flutter, soaring in pure delight.\n",
+ "\n",
+ "From a humble start, I take my flight,\n",
+ "A caterpillar once, now bathed in light.\n",
+ "With wings unfurled, I spread my grace,\n",
+ "In nature's canvas, I find my place.\n",
+ "\n",
+ "I sip the nectar, sweet and rare,\n",
+ "As breezes whisper through the air.\n",
+ "From bud to blossom, I gently glide,\n",
+ "Pollinating blooms, with each stride.\n",
+ "\n",
+ "A symbol of hope, I gently soar,\n",
+ "Bringing beauty to the world I adore.\n",
+ "With every beat of my fragile wings,\n",
+ "I paint the sky with enchanting things.\n",
+ "\n",
+ "So marvel at me, as I dance with glee,\n",
+ "A butterfly, free and wild, for all to see.\n",
+ "For in my flight, a lesson's found,\n",
+ "Transformation's power, forever abound."
+ ]
+ }
+ ],
+ "source": [
+ "model = genai.GenerativeModel('gemini-pro')\n",
+ "response= model.generate_content('write a short poem on butterfly', stream=True)\n",
+ "for chunk in response:\n",
+ " print(chunk.text, end=\"\", flush=True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "kernelspec": {
+ "display_name": "Python 3",
+ "language": "python",
+ "name": "python3"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.12.0"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}