From 481e60da59bef63ce6fd548b654e2a2e6ebe0714 Mon Sep 17 00:00:00 2001 From: Dorotea Poljak Date: Wed, 23 Oct 2024 16:55:47 +0200 Subject: [PATCH] Added completed tasks Added completed tasks for Week2 Day2 --- week2/day2.ipynb | 611 ++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 555 insertions(+), 56 deletions(-) diff --git a/week2/day2.ipynb b/week2/day2.ipynb index 8b690bf..01abde9 100644 --- a/week2/day2.ipynb +++ b/week2/day2.ipynb @@ -14,7 +14,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "c44c5494-950d-4d2f-8d4f-b87b57c5b330", "metadata": {}, "outputs": [], @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "d1715421-cead-400b-99af-986388a97aff", "metadata": {}, "outputs": [], @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "337d5dfc-0181-4e3b-8ab9-e78e0c3f657b", "metadata": {}, "outputs": [], @@ -58,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "22586021-1795-4929-8079-63f5bb4edd4c", "metadata": {}, "outputs": [], @@ -74,19 +74,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "b16e6021-6dc4-4397-985a-6679d6c8ffd5", "metadata": {}, "outputs": [], "source": [ "# A generic system message - no more snarky adversarial AIs!\n", "\n", - "system_message = \"You are a helpful assistant\"" + "system_message = \"You are a helpful assistant that responds in markdown\"" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "02ef9b69-ef31-427d-86d0-b8c799e1c1b1", "metadata": {}, "outputs": [], @@ -107,10 +107,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "aef7d314-2b13-436b-b02d-8de3b72b193f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "\"Today's date is October 3, 2023.\"" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "message_gpt(\"What is today's date?\")" ] @@ -125,7 +136,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "bc664b7a-c01d-4fea-a1de-ae22cdd5141a", "metadata": {}, "outputs": [], @@ -139,72 +150,265 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "083ea451-d3a0-4d13-b599-93ed49b975e4", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shout has been called with input hello\n" + ] + }, + { + "data": { + "text/plain": [ + "'HELLO'" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "shout(\"hello\")" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "08f1f15a-122e-4502-b112-6ee2817dda32", - "metadata": {}, - "outputs": [], + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7860\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shout has been called with input hello\n", + "Created dataset file at: .gradio\\flagged\\dataset1.csv\n" + ] + } + ], "source": [ "gr.Interface(fn=shout, inputs=\"textbox\", outputs=\"textbox\").launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "c9a359a4-685c-4c99-891c-bb4d1cb7f426", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7863\n", + "* Running on public URL: https://1b149f8be167f11821.gradio.live\n", + "\n", + "This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from the terminal in the working directory to deploy to Hugging Face Spaces (https://huggingface.co/spaces)\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shout has been called with input wow, this is cool! \n" + ] + } + ], "source": [ - "gr.Interface(fn=shout, inputs=\"textbox\", outputs=\"textbox\", allow_flagging=\"never\").launch(share=True)" + "gr.Interface(fn=shout, inputs=\"textbox\", outputs=\"textbox\", flagging_mode=\"never\").launch(share=True)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "3cc67b26-dd5f-406d-88f6-2306ee2950c0", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7865\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Shout has been called with input hello again :)\n" + ] + } + ], "source": [ "view = gr.Interface(\n", " fn=shout,\n", " inputs=[gr.Textbox(label=\"Your message:\", lines=6)],\n", " outputs=[gr.Textbox(label=\"Response:\", lines=8)],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "f235288e-63a2-4341-935b-1441f9be969b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7866\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "view = gr.Interface(\n", " fn=message_gpt,\n", " inputs=[gr.Textbox(label=\"Your message:\", lines=6)],\n", " outputs=[gr.Textbox(label=\"Response:\", lines=8)],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "af9a3262-e626-4e4b-80b0-aca152405e63", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7867\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "system_message = \"You are a helpful assistant that responds in markdown\"\n", "\n", @@ -212,14 +416,14 @@ " fn=message_gpt,\n", " inputs=[gr.Textbox(label=\"Your message:\")],\n", " outputs=[gr.Markdown(label=\"Response:\")],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "88c04ebf-0671-4fea-95c9-bc1565d4bb4f", "metadata": {}, "outputs": [], @@ -244,23 +448,53 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "0bb1f789-ff11-4cba-ac67-11b815e29d09", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7868\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "view = gr.Interface(\n", " fn=stream_gpt,\n", " inputs=[gr.Textbox(label=\"Your message:\")],\n", " outputs=[gr.Markdown(label=\"Response:\")],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "bbc8e930-ba2a-4194-8f7c-044659150626", "metadata": {}, "outputs": [], @@ -284,23 +518,195 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "a0066ffd-196e-4eaf-ad1e-d492958b62af", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7869\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "view = gr.Interface(\n", " fn=stream_claude,\n", " inputs=[gr.Textbox(label=\"Your message:\")],\n", " outputs=[gr.Markdown(label=\"Response:\")],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 186, + "id": "1f3906c9-2bb2-40ca-acc9-c3e8a7c4c61c", + "metadata": {}, + "outputs": [], + "source": [ + "def chat_gemini(prompt):\n", + " gemini = google.generativeai.GenerativeModel(\n", + " model_name='gemini-1.5-flash',\n", + " system_instruction=system_message\n", + " )\n", + " response = gemini.generate_content(prompt)\n", + " return(response.text)" + ] + }, + { + "cell_type": "code", + "execution_count": 187, + "id": "a14cddc3-7a1e-4c09-98f4-ee6b33486922", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'Hello! 👋 How can I help you today? 😊 \\n'" + ] + }, + "execution_count": 187, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "chat_gemini(\"Hello\")" + ] + }, + { + "cell_type": "code", + "execution_count": 87, + "id": "6d74e2de-1fcd-49d4-9991-bffa7f5099ec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7879\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 87, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gr.Interface(fn=chat_gemini, inputs=\"textbox\", outputs=\"textbox\").launch()" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "223465b1-6699-4d34-b1a9-38306edc4ca7", + "metadata": {}, + "outputs": [], + "source": [ + "def stream_gemini(prompt):\n", + " gemini = google.generativeai.GenerativeModel(\n", + " model_name='gemini-1.5-flash',\n", + " system_instruction=system_message\n", + " )\n", + " stream = gemini.generate_content(prompt, stream=True)\n", + " result = \"\"\n", + " for chunk in stream:\n", + " result += chunk.text or \"\"\n", + " yield result" + ] + }, + { + "cell_type": "code", + "execution_count": 223, + "id": "28dc9075-013b-43eb-a1ae-59097c781b86", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7897\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 223, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "view = gr.Interface(\n", + " fn=stream_gemini,\n", + " inputs=[gr.Textbox(label=\"Your message:\")],\n", + " outputs=[gr.Markdown(label=\"Response:\")],\n", + " flagging_mode=\"never\"\n", + ")\n", + "view.launch()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "id": "0087623a-4e31-470b-b2e6-d8d16fc7bcf5", "metadata": {}, "outputs": [], @@ -308,26 +714,67 @@ "def stream_model(prompt, model):\n", " if model==\"GPT\":\n", " result = stream_gpt(prompt)\n", + " elif model==\"Gemini\":\n", + " result = stream_gemini(prompt)\n", " elif model==\"Claude\":\n", " result = stream_claude(prompt)\n", " else:\n", " raise ValueError(\"Unknown model\")\n", - " for chunk in result:\n", - " yield chunk" + " for reply in result:\n", + " yield reply" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "8d8ce810-997c-4b6a-bc4f-1fc847ac8855", - "metadata": {}, - "outputs": [], + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7860\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Using existing dataset file at: .gradio\\flagged\\dataset2.csv\n" + ] + } + ], "source": [ "view = gr.Interface(\n", " fn=stream_model,\n", - " inputs=[gr.Textbox(label=\"Your message:\"), gr.Dropdown([\"GPT\", \"Claude\"], label=\"Select model\")],\n", + " inputs=[gr.Textbox(label=\"Your message:\"), gr.Dropdown([\"GPT\", \"Claude\", \"Gemini\"], label=\"Select model\")],\n", " outputs=[gr.Markdown(label=\"Response:\")],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"auto\"\n", ")\n", "view.launch()" ] @@ -344,7 +791,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "1626eb2e-eee8-4183-bda5-1591b58ae3cf", "metadata": {}, "outputs": [], @@ -372,50 +819,102 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "c701ec17-ecd5-4000-9f68-34634c8ed49d", "metadata": {}, "outputs": [], "source": [ - "system_prompt = \"You are an assistant that analyzes the contents of a company website landing page \\\n", - "and creates a short brochure about the company for prospective customers, investors and recruits. Respond in markdown.\"" + "serious_system_prompt = \"You are an assistant that analyzes the contents of a company website landing page \\\n", + "and creates a short brochure about the company for prospective customers, investors and recruits. Use a serious tone in your respose. \\\n", + "Respond in markdown.\"" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, + "id": "67969d54-2ab5-4133-8d3d-83f08e63755d", + "metadata": {}, + "outputs": [], + "source": [ + "funny_system_prompt = \"You are an assistant that analyzes the contents of a company website landing page \\\n", + "and creates a short brochure about the company for prospective customers, investors and recruits. Use a funny tone in your response. \\\n", + "Respond in markdown.\"" + ] + }, + { + "cell_type": "code", + "execution_count": 27, "id": "5def90e0-4343-4f58-9d4a-0e36e445efa4", "metadata": {}, "outputs": [], "source": [ - "def stream_brochure(company_name, url, model):\n", + "def stream_brochure(company_name, url, model, mode):\n", " prompt = f\"Please generate a company brochure for {company_name}. Here is their landing page:\\n\"\n", " prompt += Website(url).get_contents()\n", " if model==\"GPT\":\n", " result = stream_gpt(prompt)\n", " elif model==\"Claude\":\n", " result = stream_claude(prompt)\n", + " elif model==\"Gemini\":\n", + " result = stream_gemini(prompt)\n", + " else:\n", + " raise ValueError(\"Unknown model\")\n", + " if mode==\"Funny\":\n", + " system_prompt = funny_system_prompt\n", + " elif mode==\"Serious\":\n", + " system_prompt = serious_system_prompt\n", " else:\n", " raise ValueError(\"Unknown model\")\n", - " for chunk in result:\n", - " yield chunk" + " for reply in result:\n", + " yield reply" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "66399365-5d67-4984-9d47-93ed26c0bd3d", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "* Running on local URL: http://127.0.0.1:7864\n", + "\n", + "To create a public link, set `share=True` in `launch()`.\n" + ] + }, + { + "data": { + "text/html": [ + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "view = gr.Interface(\n", " fn=stream_brochure,\n", " inputs=[\n", " gr.Textbox(label=\"Company name:\"),\n", " gr.Textbox(label=\"Landing page URL:\"),\n", - " gr.Dropdown([\"GPT\", \"Claude\"], label=\"Select model\")],\n", + " gr.Dropdown([\"GPT\", \"Claude\", \"Gemini\"], label=\"Select model\"),\n", + " gr.Dropdown([\"Funny\", \"Serious\"], label=\"Select mode\")],\n", " outputs=[gr.Markdown(label=\"Brochure:\")],\n", - " allow_flagging=\"never\"\n", + " flagging_mode=\"never\"\n", ")\n", "view.launch()" ] @@ -445,7 +944,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.10" + "version": "3.12.0" } }, "nbformat": 4,