diff --git a/analysis.ipynb b/analysis.ipynb index 4330647..7675067 100644 --- a/analysis.ipynb +++ b/analysis.ipynb @@ -2,11 +2,11 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "metadata": { "ExecuteTime": { - "end_time": "2025-08-13T09:04:47.365323Z", - "start_time": "2025-08-13T09:04:46.211866Z" + "end_time": "2025-09-29T18:17:56.534291268Z", + "start_time": "2025-09-29T18:17:56.490560986Z" } }, "outputs": [], @@ -19,6 +19,13 @@ "import numpy as np" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, @@ -27,10 +34,7 @@ "end_time": "2025-08-13T09:05:06.879965Z", "start_time": "2025-08-13T09:05:06.803852Z" }, - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } + "collapsed": false }, "outputs": [], "source": [ @@ -39,44 +43,24 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { + "ExecuteTime": { + "end_time": "2025-08-19T09:25:33.132235159Z", + "start_time": "2025-08-19T09:25:33.104903712Z" + }, "scrolled": true }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - " totalPrice totalPriceLow totalPriceHigh \\\n", - "0 145 145 145 \n", - "\n", - " ZusatzInfo complete confidence \\\n", - "0 Bitte bestätigen Sie, dass die Oberlichten als... False 0.8 \n", - "\n", - " missverständliche Aspekte \\\n", - "0 Der Ausdruck \"Oberlichten\" ist nicht eindeutig... \n", - "\n", - " Zu erbringende Leistungen: \\\n", - "0 4 Altbau‑Doppelfenster (je 25 €), 2 Neubaufens... \n", - "\n", - " Rechenweg \\\n", - "0 4×25 € + 2×15 € + 1×15 € = 100 € + 30 € + 15 €... \n", - "\n", - " Kommentare \n", - "0 Die Kosten basieren ausschließlich auf den in ... \n", - "Index(['id', 'product_id', 'product_name', 'price', 'currency', 'duration',\n", - " 'requirements_textual', 'street', 'zipcode', 'city', 'country',\n", - " 'coordinate', 'comment_price', 'comment_key', 'comment_important',\n", - " 'comment_restrict', 'comment_other', 'inquired',\n", - " 'quotation_info_request', 'quotation_state', 'quotation_ts',\n", - " 'quotation_comment', 'completed', 'customer_id', 'name', 'response',\n", - " 'n_Images', 'resp_totalPrice', 'resp_totalPriceLow',\n", - " 'resp_totalPriceHigh', 'resp_ZusatzInfo', 'resp_complete',\n", - " 'resp_confidence', 'resp_missverständliche Aspekte',\n", - " 'resp_Zu erbringende Leistungen', 'resp_Rechenweg', 'resp_Kommentare',\n", - " 'resp_Zu erbringen Leistungen', 'diff_price'],\n", - " dtype='object')\n" + "ename": "ImportError", + "evalue": "cannot import name 'data_expanded' from 'extractResponse' (/var/huggingface/extractResponse.py)", + "output_type": "error", + "traceback": [ + "\u001B[31m---------------------------------------------------------------------------\u001B[39m", + "\u001B[31mImportError\u001B[39m Traceback (most recent call last)", + "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[3]\u001B[39m\u001B[32m, line 2\u001B[39m\n\u001B[32m 1\u001B[39m \u001B[38;5;66;03m#Get Data\u001B[39;00m\n\u001B[32m----> \u001B[39m\u001B[32m2\u001B[39m \u001B[38;5;28;01mfrom\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[34;01mextractResponse\u001B[39;00m\u001B[38;5;250m \u001B[39m\u001B[38;5;28;01mimport\u001B[39;00m data_expanded\n\u001B[32m 3\u001B[39m \u001B[38;5;28mprint\u001B[39m(data_expanded.columns)\n\u001B[32m 4\u001B[39m columns=[\u001B[33m\"\u001B[39m\u001B[33mprice\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_totalPrice\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mdiff_price\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mduration\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mrequirements_textual\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33minquired\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_ZusatzInfo\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_complete\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_confidence\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mcomment_price\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mcomment_important\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mcomment_important\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_missverständliche Aspekte\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_Zu erbringende Leistungen\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_Rechenweg\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresp_Kommentare\u001B[39m\u001B[33m\"\u001B[39m,\u001B[33m\"\u001B[39m\u001B[33mresponse\u001B[39m\u001B[33m\"\u001B[39m ]\n", + "\u001B[31mImportError\u001B[39m: cannot import name 'data_expanded' from 'extractResponse' (/var/huggingface/extractResponse.py)" ] } ], @@ -159,11 +143,27 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 1, "metadata": { + "ExecuteTime": { + "end_time": "2025-08-18T12:02:05.433859201Z", + "start_time": "2025-08-18T12:02:05.301566171Z" + }, "scrolled": true }, - "outputs": [], + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'data' is not defined", + "output_type": "error", + "traceback": [ + "\u001B[31m---------------------------------------------------------------------------\u001B[39m", + "\u001B[31mNameError\u001B[39m Traceback (most recent call last)", + "\u001B[36mCell\u001B[39m\u001B[36m \u001B[39m\u001B[32mIn[1]\u001B[39m\u001B[32m, line 1\u001B[39m\n\u001B[32m----> \u001B[39m\u001B[32m1\u001B[39m outliers = \u001B[43mdata\u001B[49m.loc[( \u001B[38;5;28mabs\u001B[39m(data[\u001B[33m\"\u001B[39m\u001B[33mdiff_price\u001B[39m\u001B[33m\"\u001B[39m]) <\u001B[32m10\u001B[39m)]\n\u001B[32m 3\u001B[39m \u001B[38;5;28;01mif\u001B[39;00m (\u001B[38;5;28;01mFalse\u001B[39;00m):\n\u001B[32m 4\u001B[39m \u001B[38;5;28;01mfor\u001B[39;00m o \u001B[38;5;129;01min\u001B[39;00m outliers.index:\n\u001B[32m 5\u001B[39m \u001B[38;5;66;03m#print(data_expanded.iloc[0])\u001B[39;00m\n\u001B[32m 6\u001B[39m \u001B[38;5;66;03m#print(data_expanded.iloc[columns,o])\u001B[39;00m\n", + "\u001B[31mNameError\u001B[39m: name 'data' is not defined" + ] + } + ], "source": [ "\n", "\n", @@ -349,7 +349,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.11" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/client.py b/client.py index 6c59c88..f2291a7 100644 --- a/client.py +++ b/client.py @@ -4,7 +4,7 @@ client = Client(host='http://localhost:11434') -def askGPT(systemprompt,userprompt): +def askGPT(systemprompt,userprompt,format="json"): messages = [{ 'role': 'system', @@ -17,6 +17,7 @@ def askGPT(systemprompt,userprompt): # 1) First call: let the model decide to call the tool resp: ChatResponse = client.chat( model='gpt-oss', # be explicit about the tag + format="json", messages=messages, ) diff --git a/dataMining.ipynb b/dataMining.ipynb index 23a29bb..7487f88 100644 --- a/dataMining.ipynb +++ b/dataMining.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 156, + "execution_count": 1, "id": "83c66bad-e9bb-4ea7-9f6b-be842df821f0", "metadata": {}, "outputs": [], @@ -27,7 +27,7 @@ }, { "cell_type": "code", - "execution_count": 170, + "execution_count": 2, "id": "d78b8f4a-f140-463f-8369-163f520dca4b", "metadata": {}, "outputs": [ @@ -35,7 +35,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_3060060/2985588999.py:27: SettingWithCopyWarning: \n", + "/tmp/ipykernel_3260376/2893397658.py:27: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", @@ -93,57 +93,8 @@ " \n", " \n", " 3\n", - " 503\n", - " 0.04\n", - " Poolreinigung\n", - " 0.81\n", - " \n", - " \n", - " 4\n", - " 474\n", - " 0.04\n", - " Wintergartenreinigung\n", - " 0.85\n", - " \n", - " \n", - " 5\n", - " 456\n", - " 0.04\n", - " Baureinigung\n", - " 0.88\n", - " \n", - " \n", - " 6\n", - " 418\n", - " 0.03\n", - " Polsterreinigung\n", - " 0.91\n", - " \n", - " \n", - " 7\n", - " 158\n", - " 0.01\n", - " Messie-Reinigung\n", - " 0.93\n", - " \n", - " \n", - " 8\n", - " 133\n", - " 0.01\n", - " Frühjahrsputz\n", - " 0.94\n", - " \n", - " \n", - " 9\n", - " 116\n", - " 0.01\n", - " Treppenhaus-Reinigung\n", - " 0.95\n", - " \n", - " \n", - " 10\n", - " 682\n", - " 0.05\n", + " 2940\n", + " 0.23\n", " Sonstige\n", " 1.00\n", " \n", @@ -152,21 +103,14 @@ "" ], "text/plain": [ - " freq relFreq name cumRelFreq\n", - "0 5169 0.41 Umzugsreinigung 0.41\n", - "1 2448 0.19 Intensivreinigung 0.60\n", - "2 2124 0.17 Fensterreinigung 0.77\n", - "3 503 0.04 Poolreinigung 0.81\n", - "4 474 0.04 Wintergartenreinigung 0.85\n", - "5 456 0.04 Baureinigung 0.88\n", - "6 418 0.03 Polsterreinigung 0.91\n", - "7 158 0.01 Messie-Reinigung 0.93\n", - "8 133 0.01 Frühjahrsputz 0.94\n", - "9 116 0.01 Treppenhaus-Reinigung 0.95\n", - "10 682 0.05 Sonstige 1.00" + " freq relFreq name cumRelFreq\n", + "0 5169 0.41 Umzugsreinigung 0.41\n", + "1 2448 0.19 Intensivreinigung 0.60\n", + "2 2124 0.17 Fensterreinigung 0.77\n", + "3 2940 0.23 Sonstige 1.00" ] }, - "execution_count": 170, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } @@ -194,7 +138,7 @@ "\n", "products[[\"cumRelFreq\",\"relFreq\"]] = round(products[[\"cumRelFreq\",\"relFreq\"]], 2)\n", "\n", - "shortened = products.head(10)\n", + "shortened = products.head(3)\n", "othersFreq = sum(products[\"freq\"]) - sum(shortened[\"freq\"]) \n", "othersRelFreq = round( othersFreq / sum(products[\"freq\"]) , 2)\n", "othersCumRelFreq = 1\n", @@ -209,25 +153,530 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, + "id": "dacfc0f3-b4bc-4a32-8545-28cf941e7452", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "comment_price 3618\n", + "comment_important 3078\n", + "comment_other 88\n", + "dtype: int64" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "trainSampleSize = round(len(data.loc[data[\"product_name\"]==\"Umzugsreinigung\"])*0.7)\n", + "umzugTrainingData = data.loc[data[\"product_name\"]==\"Umzugsreinigung\"].sample(n=trainSampleSize, random_state=43).reset_index(drop=True)\n", + "umzugTrainingData.keys()\n", + "keys = ['comment_price', 'comment_important','comment_other']\n", + "umzugTrainingData = umzugTrainingData[keys]\n", + "\n", + "#für jeden Key die nicht leeren Felder zählen\n", + "(lambda x: umzugTrainingData[x].notna())([*keys]).apply(sum)\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 128, "id": "4286aa50-1ef5-45a0-a90b-c65534e1ec3a", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "3419" + ] + }, + "execution_count": 128, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#explore comment_price\n", + "comment_price = umzugTrainingData.loc[umzugTrainingData[\"comment_price\"].notna(),\"comment_price\"]\n", + "\n", + "#textOutlier = comment_price.apply(lambda x: x[0:29])!=\"Steckbrief - das Wichtigste z\"\n", + "\n", + "words = list(map(nltk.word_tokenize, comment_price))\n", + "\n", + "#allWords = [w for sublist in words for w in sublist]\n", + "words = np.concatenate(words).tolist()\n", + "words = [w for w in words if len(w)>1]\n", + "\n", + "#normalization\n", + "words = [w.lower() for w in words] #lowercase\n", + "\n", + "\n", + "\n", + "#words\n", + "uniqWords = pd.Series(words).value_counts()\n", + "uniqWords = pd.DataFrame(uniqWords)\n", + "len(uniqWords)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "id": "5eba42a5-2489-413f-bd89-2cf4133e0f21", + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#Wordcloud\n", + "from wordcloud import WordCloud\n", + "import matplotlib.pyplot as plt\n", + "\n", + "combinedText = \" \".join(comment_price.astype(str))\n", + "\n", + "\n", + "wordcloud = WordCloud(max_font_size=30,stopwords=[\" \",\"z.B.\", \"z.B\"]).generate(combinedText)\n", + "plt.figure(figsize=(10, 5))\n", + "plt.imshow(wordcloud, interpolation=\"bilinear\")\n", + "plt.axis(\"off\")\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1eeff554-35cb-487c-8bc7-5e8cb69169a0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b75a7485-d1ff-4999-b27c-754d641111f1", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "43230e34-bf06-4a3e-9e6e-4b3d0c9e5657", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b8b0605b-d1cc-4b3e-a1b3-cbf7c1839ccf", "metadata": {}, "outputs": [], "source": [ - "#data\n", + "#Split into blocks\n", "\n", - "booking = \n", - "#images = os.listdir(\"/Users/antonwirsing/Nextcloud/share_anton/ExtraSauber-quotations-training-data-2025-05-09\")\n", + "def printSpaced(txt):\n", + " \"\"\"prints a seperator between each item\"\"\"\n", + " for t in txt:\n", + " print(t)\n", + " print('---------------------\\n')\n", + "\n", + "def classifyLine(line):\n", + " if line[0:3]=='\\t◦\\t':\n", + " return(\"item\")\n", + " #elif line[0:1]=='\\r':\n", + " # return(\"empty\")\n", + " elif (len(line) <= 1):\n", + " return(\"empty\")\n", + " else:\n", + " return(\"title\")\n", + "\n", + "\n", + "i=0\n", + "text=comment_price[i]\n", + "\n", + "blocks = text.split('\\n\\r\\n')\n", + "\n", + "#printSpaced(lines)\n", + "#list(map(classifyLine,lines))\n", + "#text\n", + "#lines\n", + "\n", + "#classifyLine(lines[3])\n", + "#lines[3]\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "91acd504-39c9-4a44-b8d0-d96768c8202c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "def classifyBlock(block):\n", + " lines=block.split('\\n')\n", + " print(type(lines))\n", + " if type(lines)==\"str\":\n", + " return('singleLine')\n", + "classifyBlock(blocks[0]) " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "348a5c28-c61c-44de-95a8-995119347d53", + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'classifyBlock' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mNameError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[28]\u001b[39m\u001b[32m, line 29\u001b[39m\n\u001b[32m 26\u001b[39m \u001b[38;5;66;03m#print(blocks[i])\u001b[39;00m\n\u001b[32m 28\u001b[39m \u001b[38;5;28;01mfor\u001b[39;00m b \u001b[38;5;129;01min\u001b[39;00m blocks:\n\u001b[32m---> \u001b[39m\u001b[32m29\u001b[39m \u001b[43mclassifyBlock\u001b[49m(b)\n\u001b[32m 32\u001b[39m \u001b[38;5;66;03m#blocks[2]\u001b[39;00m\n\u001b[32m 33\u001b[39m \u001b[38;5;66;03m#printSpaced(lines)\u001b[39;00m\n", + "\u001b[31mNameError\u001b[39m: name 'classifyBlock' is not defined" + ] + } + ], + "source": [ + "i=4\n", + "\n", + "\n", + "def validateBlock(block):\n", + " lines=block.split('\\n')\n", + " printSpaced(lines)\n", + " if len(lines) <= 1:\n", + " return('empty')\n", + " if type(lines)==\"str\":\n", + " return('singleLine')\n", + " \n", + " if classifyLine(lines[0])!=\"title\":\n", + " raise Exception(\"block has no title\")\n", + " \n", + " \n", + " for l in lines[1:]:\n", + " #print(classifyLine(l))\n", + " if classifyLine(l)!=\"item\" or classifyLine(l)!=\"empty\":\n", + " #print(l)\n", + " raise Exception(f\"item {l} not recognized\")\n", "\n", "\n", "\n", "\n", + "lines = blocks[i].split('\\n')\n", + "#print(blocks[i])\n", "\n", - "df = filtered.sample(n=1000, random_state=43).reset_index(drop=True)\n", - "#print(df.columns)\n", + "for b in blocks:\n", + " classifyBlock(b)\n", "\n", "\n", - "#df.to_csv(\"./windowQuotationsSample.csv\", index=False,sep=\";\")\n" + "#blocks[2]\n", + "#printSpaced(lines)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d463491b-9aa9-4d15-8012-4e2f6449b441", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "025d29ed-f6c6-4eaa-8d0c-92760945cc02", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package punkt_tab to /home/anton/nltk_data...\n", + "[nltk_data] Package punkt_tab is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "'Spülbecken)\\r\\n\\t◦\\tAbwaschbare Wandflächen reinigen\\r\\n\\t◦\\tSpinnweben entfernen\\r\\n\\t◦\\tHartnäckiger Schmutz\\r\\n\\r\\n\\r\\nFENSTERREINIGUNG\\r\\nDie zu verrichtenden Arbeiten sind:\\r\\n\\t◦\\tFensterreinigung von Innen und Außen mit Rahmen\\r\\n\\t◦\\tReinigung der Außen- und Innenseite des Glases\\r\\n\\t◦\\tReinigung der Fensterrahmen, Griffe und Beschläge\\r\\n\\r\\n\\r\\n\\r\\n\\r\\nOptional dazu buchbar (Kontaktieren Sie uns bei Interesse bevor Sie das Angebot annehmen):\\r\\n\\t\\r\\n\\t◦\\tBehandlung von Wandflecken mit Wandradierer 30 € pro Raum\\r\\n\\t◦\\tPolstermöbel shampoonieren und/oder mit Geruchsvernichter behandeln\\r\\n\\t◦\\tReinigung von Balkon oder Terrasse\\r\\n\\t◦\\tAbnahmegarantie\\r\\n\\t◦\\tEntrümpelung\\r\\n\\t◦\\tRasenmähen und/oder Hecke schneiden'" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#Tokenizing\n", + "import nltk\n", + "\n", + "text=comment_price[0]\n", + "#text.replace(\"\\n\",\" \")\n", + "#text\n", + "nltk.download(\"punkt_tab\")\n", + "\n", + "sentences = nltk.sent_tokenize(text)\n", + "#print(sentences[1])\n", + "sentences[1]\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "bb1f189a-5ff7-46c8-be13-0e0e0cd3d557", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package stopwords to /home/anton/nltk_data...\n", + "[nltk_data] Package stopwords is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "['Steckbrief',\n", + " '-',\n", + " 'Wichtigste',\n", + " 'Auftrag',\n", + " ':',\n", + " 'Umzugsreinigung',\n", + " '57m2',\n", + " 'leere',\n", + " 'Wohnung',\n", + " 'Möbel',\n", + " ',',\n", + " 'inclusive',\n", + " 'Küche',\n", + " '(',\n", + " 'Front',\n", + " ')',\n", + " ',',\n", + " 'Fenster',\n", + " 'Die',\n", + " 'verrichtenden',\n", + " 'Arbeiten',\n", + " ':',\n", + " 'Gründliche',\n", + " 'Reinigung',\n", + " 'Bads',\n", + " '/',\n", + " 'Sanitärräume',\n", + " '◦',\n", + " 'Badewanne/Dusche',\n", + " '◦',\n", + " 'Badezimmerfliesen',\n", + " 'Decke',\n", + " '◦',\n", + " 'Waschbecken',\n", + " '◦',\n", + " 'WC',\n", + " '(',\n", + " 'innen',\n", + " 'außen',\n", + " ')',\n", + " '◦',\n", + " 'Armaturen',\n", + " '◦',\n", + " 'Duschkabine',\n", + " '/',\n", + " 'Duschglas',\n", + " '/',\n", + " 'Badewannenglas',\n", + " '◦',\n", + " 'Böden',\n", + " 'saugen',\n", + " '◦',\n", + " 'Böden',\n", + " 'feucht',\n", + " 'wischen',\n", + " '◦',\n", + " 'Hartnäckiger',\n", + " 'Schmutz',\n", + " 'Gründliche',\n", + " 'Reinigung',\n", + " 'restlichen',\n", + " 'Räume',\n", + " '◦',\n", + " 'Böden',\n", + " 'saugen',\n", + " '◦',\n", + " 'Böden',\n", + " 'feucht',\n", + " 'wischen',\n", + " ',',\n", + " 'staubbindend',\n", + " ',',\n", + " 'mehrfach',\n", + " '◦',\n", + " 'Heizkörper',\n", + " '◦',\n", + " 'Fensterbänke',\n", + " '◦',\n", + " 'Türen',\n", + " 'Türrahmen',\n", + " '◦',\n", + " 'Fußleisten',\n", + " '◦',\n", + " 'Lichtschalter',\n", + " '◦',\n", + " 'Steckdosen',\n", + " 'Küchenreinigung',\n", + " '◦',\n", + " 'Küchenmöbel',\n", + " 'Außen',\n", + " 'reinigen',\n", + " '(',\n", + " 'Innen',\n", + " 'leer',\n", + " ')',\n", + " '◦',\n", + " 'Armaturen',\n", + " 'Installationen',\n", + " '(',\n", + " 'z.B',\n", + " '.',\n", + " 'Spülbecken',\n", + " ')',\n", + " '◦',\n", + " 'Abwaschbare',\n", + " 'Wandflächen',\n", + " 'reinigen',\n", + " '◦',\n", + " 'Spinnweben',\n", + " 'entfernen',\n", + " '◦',\n", + " 'Hartnäckiger',\n", + " 'Schmutz',\n", + " 'FENSTERREINIGUNG',\n", + " 'Die',\n", + " 'verrichtenden',\n", + " 'Arbeiten',\n", + " ':',\n", + " '◦',\n", + " 'Fensterreinigung',\n", + " 'Innen',\n", + " 'Außen',\n", + " 'Rahmen',\n", + " '◦',\n", + " 'Reinigung',\n", + " 'Außen-',\n", + " 'Innenseite',\n", + " 'Glases',\n", + " '◦',\n", + " 'Reinigung',\n", + " 'Fensterrahmen',\n", + " ',',\n", + " 'Griffe',\n", + " 'Beschläge',\n", + " 'Optional',\n", + " 'buchbar',\n", + " '(',\n", + " 'Kontaktieren',\n", + " 'Sie',\n", + " 'Interesse',\n", + " 'bevor',\n", + " 'Sie',\n", + " 'Angebot',\n", + " 'annehmen',\n", + " ')',\n", + " ':',\n", + " '◦',\n", + " 'Behandlung',\n", + " 'Wandflecken',\n", + " 'Wandradierer',\n", + " '30',\n", + " '€',\n", + " 'pro',\n", + " 'Raum',\n", + " '◦',\n", + " 'Polstermöbel',\n", + " 'shampoonieren',\n", + " 'und/oder',\n", + " 'Geruchsvernichter',\n", + " 'behandeln',\n", + " '◦',\n", + " 'Reinigung',\n", + " 'Balkon',\n", + " 'Terrasse',\n", + " '◦',\n", + " 'Abnahmegarantie',\n", + " '◦',\n", + " 'Entrümpelung',\n", + " '◦',\n", + " 'Rasenmähen',\n", + " 'und/oder',\n", + " 'Hecke',\n", + " 'schneiden']" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#stop words\n", + "words = nltk.word_tokenize(text)\n", + "from nltk.corpus import stopwords\n", + "nltk.download('stopwords')\n", + "\n", + "stop_words = stopwords.words('german')\n", + "#print(len(pd.unique(words)))\n", + "\n", + "cleanWords = [word for word in words if word not in stop_words]\n", + "cleanWords" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "3ee0973a-75a7-4494-b19b-8f619d7539bc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Steckbrief - Wichtigste Auftrag : Umzugsreinigung 57m2 leere Wohnung Möbel , inclusive Küche ( Front ) , Fenster Die verrichtenden Arbeiten : Gründliche Reinigung Bads / Sanitärräume ◦ Badewanne/Dusche ◦ Badezimmerfliesen Decke ◦ Waschbecken ◦ WC ( innen außen ) ◦ Armaturen ◦ Duschkabine / Duschglas / Badewannenglas ◦ Böden saugen ◦ Böden feucht wischen ◦ Hartnäckiger Schmutz Gründliche Reinigung restlichen Räume ◦ Böden saugen ◦ Böden feucht wischen , staubbindend , mehrfach ◦ Heizkörper ◦ Fensterbänke ◦ Türen Türrahmen ◦ Fußleisten ◦ Lichtschalter ◦ Steckdosen Küchenreinigung ◦ Küchenmöbel Außen reinigen ( Innen leer ) ◦ Armaturen Installationen ( z.B . Spülbecken ) ◦ Abwaschbare Wandflächen reinigen ◦ Spinnweben entfernen ◦ Hartnäckiger Schmutz FENSTERREINIGUNG Die verrichtenden Arbeiten : ◦ Fensterreinigung Innen Außen Rahmen ◦ Reinigung Außen- Innenseite Glases ◦ Reinigung Fensterrahmen , Griffe Beschläge Optional buchbar ( Kontaktieren Sie Interesse bevor Sie Angebot annehmen ) : ◦ Behandlung Wandflecken Wandradierer 30 € pro Raum ◦ Polstermöbel shampoonieren und/oder Geruchsvernichter behandeln ◦ Reinigung Balkon Terrasse ◦ Abnahmegarantie ◦ Entrümpelung ◦ Rasenmähen und/oder Hecke schneiden\n" + ] + } + ], + "source": [ + "print(*cleanWords)" ] } ], diff --git a/durationEstimate.ipynb b/durationEstimate.ipynb index 2427816..76bc790 100644 --- a/durationEstimate.ipynb +++ b/durationEstimate.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "ce5cf325-1b49-462b-b5cc-2564a3ae356b", "metadata": {}, "outputs": [ @@ -168,10 +168,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "d5281345-9528-49ff-8e34-741ddeebbbba", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "0 260.0\n", + "1 245.0\n", + "2 270.0\n", + "3 430.0\n", + "4 135.0\n", + " ... \n", + "992 240.0\n", + "994 360.0\n", + "995 320.0\n", + "997 340.0\n", + "998 82.0\n", + "Name: diff_duration, Length: 638, dtype: float64" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "data_expanded[\"diff_duration\"]" ] @@ -184,7 +206,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -200,7 +222,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "584ab790-e5b7-4d52-af05-39f8d2f1692d", "metadata": {}, "outputs": [ @@ -210,7 +232,7 @@ "'role=\\'assistant\\' content=\\'{\"duration\":\"25\",\"ZusatzInfo\":\"Bitte geben Sie an, ob zusätzlich Fensterreinigung, Teppichreinigung, Bodenpflege, etc. erforderlich sind, sowie die genaue Aufteilung der 50\\\\u202fqm auf die einzelnen Räume.\",\"complete\":\"0\",\"confidence\":\"0.3\",\"missverständliche Aspekte\":\"Nicht spezifiziert, ob die 50\\\\u202fqm die gesamte Raumfläche oder die zu reinigende Bodenfläche umfasst; fehlende Angaben zu Fenstern, Bodenbelag, etc.\",\"Zu erbringende Leistungen:\":\"Reinigung aller Räume (Boden, Oberflächen), Grundreinigung.\",\"Rechenweg\":\"Annahme 5 Minuten pro 10\\\\u202fqm → 50\\\\u202fqm / 10 = 5 Einheiten × 5\\\\u202fMinuten = 25\\\\u202fMinuten.\",\"Kommentare\":\"Beschreibung unvollständig; weitere Angaben zu Fenstern, Bodenbelag und spezifischen Anforderungen nötig.\"}\\' thinking=\\'We need to respond only in JSON with specified fields: duration, ZusatzInfo, complete, confidence, missverständliche Aspekte, Zu erbringende Leistungen:, Rechenweg, Kommentare.\\\\n\\\\nThe user gave description: \"50qm Alle Räume bitte reinigen Küche und Wohnzimmer Abstellraum Schlafzimmer Badezimmer Wc Am 28.6.23\". It\\\\\\'s not specifying which specific tasks or details; only that total area is 50 qm and all rooms to be cleaned. We must interpret. But tasks are \"reinigungsaufträge zur Endreinigung\" for end cleaning after occupant moved out. The example durations given: windows, balcony, etc. But user didn\\\\\\'t mention windows, floor area? There\\\\\\'s mention of 50 qm total area. So we can assume floor cleaning area maybe 50 qm. But we don\\\\\\'t have tasks like windows, etc. So we need to interpret.\\\\n\\\\nWe must check if description is complete: It lists rooms but not details. We only have area 50qm, not each room area. So it\\\\\\'s incomplete. Should ask for more info. But per instruction: If no extra info needed, leave field empty. But we do need extra info: like details of windows, floor area, etc. So we should set ZusatzInfo empty? Wait \"Gibt es zusätzliche Informationen die du vom Kunden anfordern möchtest? Lass das feld leer, wenn nicht.\" So we can ask additional info. But the field \"ZusatzInfo\" is for extra info that we need? It says \"Gibt es zusätzliche Informationen die du vom Kunden anfordern möchtest? Lass das Feld leer, wenn nicht.\" So we should fill \"ZusatzInfo\" with the question we want to ask: like \"Bitte geben Sie an, ob zusätzliche Leistungen wie Fensterreinigung, Teppichreinigung etc. erforderlich sind.\" So we need to provide a question.\\\\n\\\\nWe must provide \"complete\" as 1 if description complete else 0. It\\\\\\'s incomplete, so 0.\\\\n\\\\nConfidence: how confident we are in interpretation? Maybe 0.3.\\\\n\\\\nMissverständliche Aspekte: likely lack of detail on area per room, whether windows included, floor area.\\\\n\\\\nZu erbringende Leistungen: we can list generic: Reinigung aller Räume (floor, surfaces), but we need to estimate duration based on area? They gave 50qm. Example durations: windows 20 min, balcony 20, altbau window 30, etc. For floor cleaning: Not specified. We might estimate 10 min per 10 sqm? Not given. But we can approximate? But no instructions for floor cleaning duration. The schema demands \"duration\": \"quoted integer\". So we must produce integer minutes. We could guess maybe 5 min per 10 sqm => 25 min. But uncertain. Since incomplete, we might leave duration as \"?\" But must provide integer. We can compute maybe 10 min per 10 sqm => 50sqm -> 50 min? Or 1 min per sqm? Not defined. Maybe safe: 5 min per 10sqm => 25 min. But mention uncertain. Provide explanation.\\\\n\\\\nRechenweg: explain calculation.\\\\n\\\\nKommentare: maybe note we need more info.\\\\n\\\\nSo produce JSON:\\\\n\\\\n{\\\\n \"duration\": \"25\",\\\\n \"ZusatzInfo\": \"Bitte geben Sie an, ob zusätzlich Fensterreinigung, Teppichreinigung, Bodenpflege, etc. erforderlich sind, sowie die genaue Aufteilung der 50 qm auf die einzelnen Räume.\",\\\\n \"complete\": \"0\",\\\\n \"confidence\": \"0.3\",\\\\n \"missverständliche Aspekte\": \"Nicht spezifiziert, ob die 50 qm die gesamte Raumfläche oder die zu reinigende Bodenfläche umfasst; fehlende Angaben zu Fenstern, Bodenbelag, etc.\",\\\\n \"Zu erbringende Leistungen:\": \"Reinigung aller Räume (Boden, Oberflächen), Grundreinigung.\",\\\\n \"Rechenweg\": \"Annahme 5 Minuten pro 10 qm → 50 qm / 10 = 5 Einheiten × 5 Minuten = 25 Minuten.\",\\\\n \"Kommentare\": \"Beschreibung unvollständig; weitere Angaben zu Fenstern, Bodenbelag und spezifischen Anforderungen nötig.\"\\\\n}\\\\n\\\\nMake sure JSON string quoting correct.\\' images=None tool_calls=None'" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -237,10 +259,972 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "e8ba7982-709d-4f89-8bdf-b66d9e1f1610", "metadata": {}, "outputs": [], + "source": [ + "import pandas as pd\n", + "from client import askGPT" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "61b4ddd4-1184-40d1-a511-05d2a87ddbb8", + "metadata": {}, + "outputs": [], + "source": [ + "systemprompt = \"\"\"Du bist ein Sachbearbeiter einer Reinigungsagentur. Deine Aufgabe ist es aus Kundenanfragen verschiedene Informationen zu extrahieren, und als json auszugeben.\n", + "Response Schema:\n", + "{\n", + "\"TürenAnzahl\": \"integer\",\n", + "\"TürenAlleInfos\": \"string\",\n", + "\"FensterAnzahl\": \"integer\",\n", + "\"FensterAlleInfos\": \"string\",\n", + "\"ZimmerAnzahl\": \"integer\",\n", + "\"ZimmerAlleInfos\": \"string\",\n", + "\"BäderAnzahl\": \"integer\",\n", + "\"BäderAlleInfos\": \"string\",\n", + "\"BödenQuadratmeter\": \"integer\",\n", + "\"BödenAlleInfos\": \"string\",\n", + "\"AlleRestlichenInfos\": \"string\"\n", + "}\n", + "\n", + "\"\"\"\n", + "\n", + "#print(askGPT(\"you are a pirate\",\"who are you?\"))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "41008085-c778-4b82-b7ba-0bf3349b770f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "9217c0c3-9f52-40ad-86fa-e636fe7ae632", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "############### content ###############\n", + "\n", + "############### Message ###############\n", + "role='assistant' content='' thinking='We got a garbled JSON. We need to produce the JSON with required fields: TürenAnzahl, TürenAlleInfos, FensterAnzahl, FensterAlleInfos, ZimmerAnzahl, ZimmerAlleInfos, BäderAnzahl, BäderAlleInfos, BödenQuadratmeter, BödenAlleInfos, AlleRestlichenInfos. We have info from the user: \":\\n\\n-30.50\\n\\n \\t\\t\\n \\t\\t\\t\\t\\n \\t\\t\\t\\n \\t\\t\\t \\t\\t\\t \\t \\n \\t\\t\\t \\t\\t\\t \\n \\t\\t\\t \\t\\t\\t \\n \\t\\t\\t \\t\\t\\t \\t\\t \\t\\t\\n \\t\\t\\t \\t\\t\\t \\t\\t\\t\\t\\n \\t\\t\\t ' images=None tool_calls=None\n", + "role='assistant' content='' thinking='We got a garbled JSON. We need to produce the JSON with required fields: TürenAnzahl, TürenAlleInfos, FensterAnzahl, FensterAlleInfos, ZimmerAnzahl, ZimmerAlleInfos, BäderAnzahl, BäderAlleInfos, BödenQuadratmeter, BödenAlleInfos, AlleRestlichenInfos. We have info from the user: \":\\n\\n-30.50\\n\\n \\t\\t\\n \\t\\t\\t\\t\\n \\t\\t\\t\\n \\t\\t\\t \\t\\t\\t \\t \\n \\t\\t\\t \\t\\t\\t \\n \\t\\t\\t \\t\\t\\t \\n \\t\\t\\t \\t\\t\\t \\t\\t \\t\\t\\n \\t\\t\\t \\t\\t\\t \\t\\t\\t\\t\\n \\t\\t\\t ' images=None tool_calls=None\n" + ] + } + ], + "source": [ + "data_expanded.iloc[1,][\"comment_price\"]\n", + "data_expanded.iloc[1,][\"comment_important\"]\n", + "print(askGPT(systemprompt,data_expanded.iloc[1,][\"comment_price\"]))\n", + "#data_expanded.iloc[1,\"comment_important\"]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59def062-71fe-4f35-8b26-d4ec85648077", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "66a22af7-56e0-455f-85c2-639715a1753c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 356405\n", + "1 489098\n", + "2 359596\n", + "3 726707\n", + "4 305492\n", + " ... \n", + "992 880539\n", + "994 828383\n", + "995 502682\n", + "997 518834\n", + "998 436146\n", + "Name: id, Length: 638, dtype: int64" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_expanded[\"id\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "a998ea28-9d5d-41e3-91c3-c03ebc0cd5df", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "1 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "2 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "3 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "4 75m2 Wohnung, fast leer Entsorgung von einigen...\n", + " ... \n", + "992 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "994 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "995 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "997 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "998 Steckbrief - das Wichtigste zum Auftrag:\\r\\n\\r...\n", + "Name: comment_price, Length: 638, dtype: object" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_expanded[\"comment_price\"].apply(str)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6bc1349e-9f3a-4bc3-8ac7-673f5eddb1bb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eca4469b-1163-4b49-b676-0a277e4132ac", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ac4cb4c9-0f24-49f2-9add-6a3dc1780f40", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "54f5bce3-340b-4f77-9bd9-e8790e3ddc9d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7e6eaa4d-78ed-4c4a-b344-b99c5f94672a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2563985-02bd-48e4-a8ef-741df6072a36", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2db4d470-2782-41e8-aafe-1bc3ad878145", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8d4686e9-458a-4afe-881d-6bc1595dbc51", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e0586771-9a4b-4950-b01a-848811c32622", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "f46a97a0-b24f-4386-b291-6dbb074821c5", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "str" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "type(data_expanded[\"comment_price\"].apply(str)[1])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "49c0f9a1-0ab6-4710-80d3-6d55e5e8643b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "b5dac00a-30f7-4d75-af7e-4478f0e559d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'356405'" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_expanded[\"id\"].apply(str)[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "65f39a66-fa91-470e-94cc-e895cda8edb7", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c7ef7ebf-8031-425a-916f-bbdb5a9b6923", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a93de35-3de2-4946-b2a9-502f93bc643d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 79, + "id": "9b2e3e49-cb0a-4ebb-a642-66aa9409c202", + "metadata": {}, + "outputs": [], + "source": [ + "import chromadb\n", + "\n", + "chroma_client = chromadb.Client()\n", + "collection = chroma_client.get_or_create_collection(name=\"umzug3\", metadata={\n", + " \"description\": \"my first Chroma collection\"\n", + " })" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f95b04b7-8de9-4732-9d3d-5240ad7bf692", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "276442b3-2039-40cd-9979-b33c9f70185f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b0a66dd-b908-4900-9dbc-d3fc7b5b1c8c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09994a6c-4c42-4114-af44-dda99c70a48f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4fdba09-39ae-4336-a998-1ef7b65ff1fc", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b927ff63-aa4e-4850-aaca-45e4f2030ca0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9f246e61-f5bc-4c4c-b2f1-dc631293cf08", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 100, + "id": "989b5fd3-c70b-42e6-95e5-f3a959c4630c", + "metadata": {}, + "outputs": [], + "source": [ + "for id in data_expanded[\"id\"][1:100]:\n", + "\n", + " \n", + " collection.upsert(\n", + " ids=str(i),\n", + " documents=str(data_expanded[\"comment_price\"][data_expanded[\"id\"]==id]),\n", + " metadatas={\"duration\":str(data_expanded[\"duration\"][data_expanded[\"id\"]==id])}\n", + " )" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3fcf9a74-74de-4895-a26f-37eafd3cfc1f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "e96d3057-1b32-4413-99b9-7b98aad4b4e6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0 420.0\n", + "1 270.0\n", + "2 900.0\n", + "3 570.0\n", + "4 420.0\n", + " ... \n", + "992 360.0\n", + "994 630.0\n", + "995 540.0\n", + "997 420.0\n", + "998 210.0\n", + "Name: duration, Length: 638, dtype: object" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_expanded[\"duration\"].apply(str)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6b4b8bff-6e12-435a-9beb-6d8573bae712", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e1e81d53-6edd-4692-8163-26a83e1167f0", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c3ac66ff-453b-48c1-bab7-01daac105f48", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "258aa999-b789-4cc1-b286-f2dfce26528b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4cbd86aa-bcff-4098-ad13-a4d554251451", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "22630c18-d057-4c3f-a710-f374a032ae71", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "27488ff5-55fc-4705-a14c-ff2619df2a45", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "93cc8833-3aa4-42ec-b264-3d3b9683bb84", + "metadata": {}, + "outputs": [], + "source": [ + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "id": "c9b8b9b8-2c26-495c-abcd-c0bc02f4c0c6", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b689bb94-9079-4e84-b405-4ee7b5c25e9b", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 99, + "id": "0c2e8149-7301-4747-871a-5c00de49510b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "dict_keys(['ids', 'embeddings', 'documents', 'uris', 'included', 'data', 'metadatas', 'distances'])\n", + "\n", + "\n", + "\n", + "{'ids': [['489098']], 'embeddings': None, 'documents': [['13 Steckbrief - das Wichtigste zum Auftrag:\\\\r\\\\n\\\\r...\\nName: comment_price, dtype: object']], 'uris': None, 'included': ['metadatas', 'documents', 'distances'], 'data': None, 'metadatas': [[{'duration': '13 390.0\\nName: duration, dtype: float64'}]], 'distances': [[1.7552826404571533]]}\n", + "\n", + "\n", + "\n", + "[['489098']]\n" + ] + } + ], + "source": [ + "results = collection.query(\n", + " query_texts=[\"Garten\"], # Chroma will embed this for you\n", + " n_results=10 # how many results to return\n", + ")\n", + "\n", + "\n", + "\n", + "print(results.keys())\n", + "print(\"\\n\\n\")\n", + "print(results)\n", + "print(\"\\n\\n\")\n", + "\n", + "print(results['ids'])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8fd4700d-d3bf-4eac-a2f5-a6149c7919ae", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46d51bb7-eba7-4911-9025-70c3d29f21e4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "416b0c4a-611d-47ba-a82e-b10f04061595", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2d76a397-df73-4e9a-8ca5-f3ce933a62b4", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "723624ff-9bb8-42ed-8897-2bc590cf2a01", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2dfc6205-8a70-4044-8fc4-b1bd7d072b81", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7bd9d1a3-9d22-4813-a007-ed0d6efdf59d", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f4ae564-e445-46fe-92ee-145edde82701", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a2317a3e-7fa3-4ef6-9fcb-c1ac1f71541a", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0039ed9f-8724-4ecd-b6d7-e0426330e9fb", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": 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"1729a35a-b648-469a-9786-6d1f8391012f", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7c9d08f0-ead7-4875-ae26-4d82d1ce579c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "82203057-6cb8-4bfb-abf7-303265951225", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a22694b1-f7b5-4f05-8ead-e5b9dfd9d2ae", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "47ba531a-0a50-45f6-a297-f7751066e74c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e81a871f-8fe8-4613-81a2-d653d35e7ccb", + "metadata": {}, + "outputs": [], "source": [] }, { @@ -308,7 +1292,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.11" + "version": "3.12.3" } }, "nbformat": 4, diff --git a/main.py b/main.py index c9edaec..2a7e87f 100644 --- a/main.py +++ b/main.py @@ -124,7 +124,7 @@ for i in index: print(quotation["duration"]) - data.to_csv("./intensivQuotationsSampleWithResponse.csv", index=False,sep=";") + #data.to_csv("./intensivQuotationsSampleWithResponse.csv", index=False,sep=";") data = pd.read_csv("./umzugQuotationsSample.csv", on_bad_lines='skip',sep=";") @@ -139,7 +139,7 @@ for i in index: print(quotation["duration"]) - data.to_csv("./umzugQuotationsSampleWithResponse.csv", index=False,sep=";") + #data.to_csv("./umzugQuotationsSampleWithResponse.csv", index=False,sep=";") #print(data) #print(systemprompt)