Upload folder using huggingface_hub

README.md

@@ -1,12 +1,6 @@
 ---
-title: Test
-emoji: 📊
-colorFrom: yellow
-colorTo: blue
+title: test
+app_file: chatbot.py
 sdk: gradio
-sdk_version: 5.22.0
-app_file: app.py
-pinned: false
+sdk_version: 4.44.1
 ---
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

chatbot.py

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+import gradio as gr
+from transformers import pipeline
+
+# Load a free LLM
+chatbot = pipeline("text-generation", model="mistralai/Mistral-7B-Instruct-v0.1")
+
+def chat(message):
+    response = chatbot(message, max_length=200)[0]["generated_text"]
+    return response
+
+# Gradio Web Interface
+demo = gr.Interface(fn=chat, inputs="text", outputs="text")
+demo.launch()

flagged/log.csv

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+message,output,flag,username,timestamp
+What is the Capital of France ?,"The capital of France is **Paris**. 
+
+It’s a very popular and important city! 😊 
+
+Do you want to know more about Paris, like its history, famous landmarks, or something else?",,,2025-03-19 08:54:31.458071

test.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting ollama\n",
+      "  Using cached ollama-0.4.7-py3-none-any.whl.metadata (4.7 kB)\n",
+      "Collecting httpx<0.29,>=0.27 (from ollama)\n",
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+      "  Using cached annotated_types-0.7.0-py3-none-any.whl.metadata (15 kB)\n",
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+      "  Using cached sniffio-1.3.1-py3-none-any.whl.metadata (3.9 kB)\n",
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+      "Using cached sniffio-1.3.1-py3-none-any.whl (10 kB)\n",
+      "Installing collected packages: sniffio, pydantic-core, h11, annotated-types, pydantic, httpcore, anyio, httpx, ollama\n",
+      "Successfully installed annotated-types-0.7.0 anyio-4.9.0 h11-0.14.0 httpcore-1.0.7 httpx-0.28.1 ollama-0.4.7 pydantic-2.10.6 pydantic-core-2.27.2 sniffio-1.3.1\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install ollama"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Installing collected packages: tqdm, safetensors, regex, pyyaml, faiss-cpu, huggingface-hub, tokenizers, transformers, sentence-transformers\n",
+      "Successfully installed faiss-cpu-1.10.0 huggingface-hub-0.29.3 pyyaml-6.0.2 regex-2024.11.6 safetensors-0.5.3 sentence-transformers-3.4.1 tokenizers-0.21.1 tqdm-4.67.1 transformers-4.49.0\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install sentence-transformers faiss-cpu"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The capital of Italy is **Rome**. \n",
+      "\n",
+      "It’s a common misconception that it’s Florence, but Rome is the official capital. 😊\n"
+     ]
+    }
+   ],
+   "source": [
+    "import ollama\n",
+    "\n",
+    "def get_chatbot_response(model_name, messages):\n",
+    "    response = ollama.chat(model=model_name, messages=messages)\n",
+    "    return response['message']['content']\n",
+    "\n",
+    "# Example Usage\n",
+    "model_name = \"gemma3:1b\"  # Can be replaced with 'gemma', 'llama3', etc.\n",
+    "messages = [{'role': 'user', 'content': \"What's the capital of Italy?\"}]\n",
+    "response = get_chatbot_response(model_name, messages)\n",
+    "print(response)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
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+      "Downloading ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl (209 kB)\n",
+      "Downloading tensorboard-2.19.0-py3-none-any.whl (5.5 MB)\n",
+      "   ---------------------------------------- 0.0/5.5 MB ? eta -:--:--\n",
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+      "   ---------------------------------------- 5.5/5.5 MB 14.0 MB/s eta 0:00:00\n",
+      "Installing collected packages: ml-dtypes, tensorboard, tensorflow, tf_keras\n",
+      "  Attempting uninstall: ml-dtypes\n",
+      "    Found existing installation: ml-dtypes 0.4.1\n",
+      "    Uninstalling ml-dtypes-0.4.1:\n",
+      "      Successfully uninstalled ml-dtypes-0.4.1\n",
+      "  Attempting uninstall: tensorboard\n",
+      "    Found existing installation: tensorboard 2.18.0\n",
+      "    Uninstalling tensorboard-2.18.0:\n",
+      "      Successfully uninstalled tensorboard-2.18.0\n",
+      "  Attempting uninstall: tensorflow\n",
+      "    Found existing installation: tensorflow 2.18.0\n",
+      "    Uninstalling tensorflow-2.18.0:\n",
+      "      Successfully uninstalled tensorflow-2.18.0\n",
+      "  Rolling back uninstall of tensorflow\n",
+      "  Moving to c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages\\tensorflow-2.18.0.dist-info\\\n",
+      "   from C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~ensorflow-2.18.0.dist-info\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "  WARNING: Failed to remove contents in a temporary directory 'C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~l_dtypes'.\n",
+      "  You can safely remove it manually.\n",
+      "ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'C:\\\\Users\\\\alokd\\\\miniconda3\\\\envs\\\\chat\\\\Lib\\\\site-packages\\\\tensorflow\\\\compiler\\\\mlir\\\\lite\\\\python\\\\_pywrap_converter_api.pyd'\n",
+      "Consider using the `--user` option or check the permissions.\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "!pip install tf_keras"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Collecting tf-keras\n",
+      "  Using cached tf_keras-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
+      "Collecting tensorflow<2.20,>=2.19 (from tf-keras)\n",
+      "  Using cached tensorflow-2.19.0-cp39-cp39-win_amd64.whl.metadata (4.1 kB)\n",
+      "Requirement already satisfied: absl-py>=1.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.1.0)\n",
+      "Requirement already satisfied: astunparse>=1.6.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.6.3)\n",
+      "Requirement already satisfied: flatbuffers>=24.3.25 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (25.2.10)\n",
+      "Requirement already satisfied: gast!=0.5.0,!=0.5.1,!=0.5.2,>=0.2.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.6.0)\n",
+      "Requirement already satisfied: google-pasta>=0.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.2.0)\n",
+      "Requirement already satisfied: libclang>=13.0.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (18.1.1)\n",
+      "Requirement already satisfied: opt-einsum>=2.3.2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.4.0)\n",
+      "Requirement already satisfied: packaging in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (24.2)\n",
+      "Requirement already satisfied: protobuf!=4.21.0,!=4.21.1,!=4.21.2,!=4.21.3,!=4.21.4,!=4.21.5,<6.0.0dev,>=3.20.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (5.29.3)\n",
+      "Requirement already satisfied: requests<3,>=2.21.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.32.3)\n",
+      "Requirement already satisfied: setuptools in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (75.8.0)\n",
+      "Requirement already satisfied: six>=1.12.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.17.0)\n",
+      "Requirement already satisfied: termcolor>=1.1.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.5.0)\n",
+      "Requirement already satisfied: typing-extensions>=3.6.6 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (4.12.2)\n",
+      "Requirement already satisfied: wrapt>=1.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.17.2)\n",
+      "Requirement already satisfied: grpcio<2.0,>=1.24.3 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (1.70.0)\n",
+      "Collecting tensorboard~=2.19.0 (from tensorflow<2.20,>=2.19->tf-keras)\n",
+      "  Using cached tensorboard-2.19.0-py3-none-any.whl.metadata (1.8 kB)\n",
+      "Requirement already satisfied: keras>=3.5.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.9.0)\n",
+      "Requirement already satisfied: numpy<2.2.0,>=1.26.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (2.0.2)\n",
+      "Requirement already satisfied: h5py>=3.11.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (3.13.0)\n",
+      "Collecting ml-dtypes<1.0.0,>=0.5.1 (from tensorflow<2.20,>=2.19->tf-keras)\n",
+      "  Using cached ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl.metadata (22 kB)\n",
+      "Requirement already satisfied: tensorflow-io-gcs-filesystem>=0.23.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorflow<2.20,>=2.19->tf-keras) (0.31.0)\n",
+      "Requirement already satisfied: wheel<1.0,>=0.23.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from astunparse>=1.6.0->tensorflow<2.20,>=2.19->tf-keras) (0.45.1)\n",
+      "Requirement already satisfied: rich in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (13.9.4)\n",
+      "Requirement already satisfied: namex in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.0.8)\n",
+      "Requirement already satisfied: optree in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.14.1)\n",
+      "Requirement already satisfied: charset-normalizer<4,>=2 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (3.4.1)\n",
+      "Requirement already satisfied: idna<4,>=2.5 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (3.10)\n",
+      "Requirement already satisfied: urllib3<3,>=1.21.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (2.3.0)\n",
+      "Requirement already satisfied: certifi>=2017.4.17 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from requests<3,>=2.21.0->tensorflow<2.20,>=2.19->tf-keras) (2025.1.31)\n",
+      "Requirement already satisfied: markdown>=2.6.8 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.7)\n",
+      "Requirement already satisfied: tensorboard-data-server<0.8.0,>=0.7.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (0.7.2)\n",
+      "Requirement already satisfied: werkzeug>=1.0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.1.3)\n",
+      "Requirement already satisfied: importlib-metadata>=4.4 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (8.6.1)\n",
+      "Requirement already satisfied: MarkupSafe>=2.1.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from werkzeug>=1.0.1->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.0.2)\n",
+      "Requirement already satisfied: markdown-it-py>=2.2.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (3.0.0)\n",
+      "Requirement already satisfied: pygments<3.0.0,>=2.13.0 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (2.19.1)\n",
+      "Requirement already satisfied: zipp>=3.20 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from importlib-metadata>=4.4->markdown>=2.6.8->tensorboard~=2.19.0->tensorflow<2.20,>=2.19->tf-keras) (3.21.0)\n",
+      "Requirement already satisfied: mdurl~=0.1 in c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages (from markdown-it-py>=2.2.0->rich->keras>=3.5.0->tensorflow<2.20,>=2.19->tf-keras) (0.1.2)\n",
+      "Using cached tf_keras-2.19.0-py3-none-any.whl (1.7 MB)\n",
+      "Using cached tensorflow-2.19.0-cp39-cp39-win_amd64.whl (375.7 MB)\n",
+      "Using cached ml_dtypes-0.5.1-cp39-cp39-win_amd64.whl (209 kB)\n",
+      "Using cached tensorboard-2.19.0-py3-none-any.whl (5.5 MB)\n",
+      "Installing collected packages: ml-dtypes, tensorboard, tensorflow, tf-keras\n",
+      "  Attempting uninstall: ml-dtypes\n",
+      "    Found existing installation: ml-dtypes 0.4.1\n",
+      "    Uninstalling ml-dtypes-0.4.1:\n",
+      "      Successfully uninstalled ml-dtypes-0.4.1\n",
+      "  Attempting uninstall: tensorboard\n",
+      "    Found existing installation: tensorboard 2.18.0\n",
+      "    Uninstalling tensorboard-2.18.0:\n",
+      "      Successfully uninstalled tensorboard-2.18.0\n",
+      "  Attempting uninstall: tensorflow\n",
+      "    Found existing installation: tensorflow 2.18.0\n",
+      "    Uninstalling tensorflow-2.18.0:\n",
+      "      Successfully uninstalled tensorflow-2.18.0\n",
+      "  Rolling back uninstall of tensorflow\n",
+      "  Moving to c:\\users\\alokd\\miniconda3\\envs\\chat\\lib\\site-packages\\tensorflow-2.18.0.dist-info\\\n",
+      "   from C:\\Users\\alokd\\miniconda3\\envs\\chat\\Lib\\site-packages\\~ensorflow-2.18.0.dist-info\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'c:\\\\Users\\\\alokd\\\\miniconda3\\\\envs\\\\chat\\\\Lib\\\\site-packages\\\\tensorflow\\\\compiler\\\\mlir\\\\lite\\\\python\\\\_pywrap_converter_api.pyd'\n",
+      "Consider using the `--user` option or check the permissions.\n",
+      "\n"
+     ]
+    }
+   ],
+   "source": [
+    "pip install tf-keras"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "chat",
+   "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": "3.9.21"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}