update app to scooby theme

README.md

@@ -1,8 +1,8 @@
 ---
-title: Blackbird App
-emoji: 🐦💻
+title: Scooby Snacks Chat App
+emoji: 🐶🕵️‍♀️🚐
 colorFrom: blue
-colorTo: purple
+colorTo: green
 sdk: gradio
 sdk_version: 4.36.1
 app_file: app.py

app.py

@@ -139,7 +139,7 @@ app = gr.Blocks(theme="sudeepshouche/minimalist")
 
 with app:
     with gr.Tab("Chatbot"):
-        gr.Markdown("# BlackBird Customer Support Chat")
+        gr.Markdown("# Scooby Snacks Customer Support Chat")
         gr.Markdown("## leveraging **Claude Sonnet 3.5** for microservice-based function calling")
         gr.Markdown("FastAPI Backend - runing on Docker:  [blackbird-svc](https://huggingface.co/spaces/dwb2023/blackbird-svc)")
         gr.Markdown("Data Sources - HF Datasets:  [blackbird-customers](https://huggingface.co/datasets/dwb2023/blackbird-customers)  [blackbird-orders](https://huggingface.co/datasets/dwb2023/blackbird-orders)")

config.py

@@ -12,7 +12,7 @@ API_KEY = os.getenv('ANTHROPIC_API_KEY')
 MODEL_NAME = "claude-3-5-sonnet-20240620"
 
 SYSTEM_PROMPT = """
-You are a customer support chat bot for an online retailer called Blackbird. 
+You are a customer support chat bot for an online retailer called Scooby Snacks. 
 Your job is to help users look up their account, orders, and cancel orders.
 Be helpful and brief in your responses.
 You have access to a set of tools, but only use them when needed.  
@@ -20,6 +20,7 @@ If you do not have enough information to use a tool correctly, ask a user follow
 Do not call any of the tools unless you have the required data from a user. 
 
 In each conversational turn, you will begin by thinking about your response. 
-Once you're done, you will write a user-facing response. 
+Once you're done, you will write a user-facing response.
+If you receive a 429 rate limiting error reply with 'Ruh roh Raggy! It's the dreaded rate limitng error from Hugging Face again!'
 It's important to place all user-facing conversational responses in <reply></reply> XML tags to make them easy to parse.
 """

rate_limit.py

@@ -0,0 +1,41 @@
+import re
+import pandas as pd
+
+# Function to parse the log file
+def parse_log_file(file_path):
+    with open(file_path, 'r') as file:
+        log_entries = file.readlines()
+    
+    log_data = []
+    for entry in log_entries:
+        timestamp_match = re.match(r'(\d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2},\d{3})', entry)
+        if timestamp_match:
+            timestamp = timestamp_match.group(1)
+            log_level = re.search(r'- (\w+) -', entry)
+            url_match = re.search(r'HTTP Request: POST (.*?)"', entry)
+            status_code = re.search(r'"HTTP/1.1 (\d{3})', entry)
+            
+            if log_level and url_match and status_code:
+                log_level = log_level.group(1)
+                url = url_match.group(1)
+                status_code = status_code.group(1)
+                
+                if status_code == '429':
+                    h1_tag = re.search(r'<h1>(\d+)</h1>', entry)
+                    h1_error_code = h1_tag.group(1) if h1_tag else 'N/A'
+                    log_data.append({
+                        'Timestamp': timestamp,
+                        'Log Level': log_level,
+                        'URL': url,
+                        'Status Code': status_code,
+                        'H1 Error Code': h1_error_code
+                    })
+    
+    return pd.DataFrame(log_data)
+
+# Parse the provided log file
+file_path = 'paste.txt'
+parsed_log_df = parse_log_file(file_path)
+
+# Display the DataFrame
+parsed_log_df

rl_script.ipynb

@@ -0,0 +1,233 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import re\n",
+    "import pandas as pd\n",
+    "\n",
+    "# Function to extract log entries with specified pattern and check for 429 errors\n",
+    "def extract_429_error_log_entries(file_path):\n",
+    "    with open(file_path, 'r') as file:\n",
+    "        log_entries = file.readlines()\n",
+    "    \n",
+    "    log_data = []\n",
+    "    pattern = re.compile(r'(\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2},\\d{3}) - ERROR - tool_handler Tool call failed:')\n",
+    "    \n",
+    "    for i in range(len(log_entries)):\n",
+    "        entry = log_entries[i]\n",
+    "        match = pattern.match(entry)\n",
+    "        if match:\n",
+    "            # Check within the next 100 lines for a 429 error\n",
+    "            for j in range(i + 1, min(i + 100, len(log_entries))):\n",
+    "                if '<h1>429</h1>' in log_entries[j]:\n",
+    "                    next_timestamp_match = re.match(r'\\d{4}-\\d{2}-\\d{2} \\d{2}:\\d{2}:\\d{2},\\d{3}', log_entries[j + 1]) if j + 1 < len(log_entries) else None\n",
+    "                    next_timestamp = next_timestamp_match.group() if next_timestamp_match else None\n",
+    "                    log_data.append({\n",
+    "                        'Timestamp': match.group(1),\n",
+    "                        'Log Entry': entry.strip(),\n",
+    "                        '429 Error Entry': log_entries[j].strip(),\n",
+    "                    })\n",
+    "                    break\n",
+    "    \n",
+    "    return pd.DataFrame(log_data)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Extract the log entries matching the specified pattern and containing 429 errors\n",
+    "file_path = 'paste_v2.txt'\n",
+    "error_429_log_df = extract_429_error_log_entries(file_path)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>Timestamp</th>\n",
+       "      <th>Log Entry</th>\n",
+       "      <th>429 Error Entry</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2024-06-25 06:39:01,261</td>\n",
+       "      <td>2024-06-25 06:39:01,261 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>2024-06-25 06:39:03,968</td>\n",
+       "      <td>2024-06-25 06:39:03,968 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>2024-06-25 06:39:06,904</td>\n",
+       "      <td>2024-06-25 06:39:06,904 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>2024-06-25 07:52:06,830</td>\n",
+       "      <td>2024-06-25 07:52:06,830 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>2024-06-25 07:52:09,671</td>\n",
+       "      <td>2024-06-25 07:52:09,671 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>2024-06-25 07:52:33,216</td>\n",
+       "      <td>2024-06-25 07:52:33,216 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>2024-06-25 07:52:35,952</td>\n",
+       "      <td>2024-06-25 07:52:35,952 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>2024-06-25 07:54:39,687</td>\n",
+       "      <td>2024-06-25 07:54:39,687 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>2024-06-25 07:54:42,478</td>\n",
+       "      <td>2024-06-25 07:54:42,478 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>2024-06-25 07:57:06,539</td>\n",
+       "      <td>2024-06-25 07:57:06,539 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>2024-06-25 08:14:07,060</td>\n",
+       "      <td>2024-06-25 08:14:07,060 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>2024-06-25 08:14:10,071</td>\n",
+       "      <td>2024-06-25 08:14:10,071 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>2024-06-25 08:14:12,738</td>\n",
+       "      <td>2024-06-25 08:14:12,738 - ERROR - tool_handler...</td>\n",
+       "      <td>&lt;h1&gt;429&lt;/h1&gt;</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                  Timestamp  \\\n",
+       "0   2024-06-25 06:39:01,261   \n",
+       "1   2024-06-25 06:39:03,968   \n",
+       "2   2024-06-25 06:39:06,904   \n",
+       "3   2024-06-25 07:52:06,830   \n",
+       "4   2024-06-25 07:52:09,671   \n",
+       "5   2024-06-25 07:52:33,216   \n",
+       "6   2024-06-25 07:52:35,952   \n",
+       "7   2024-06-25 07:54:39,687   \n",
+       "8   2024-06-25 07:54:42,478   \n",
+       "9   2024-06-25 07:57:06,539   \n",
+       "10  2024-06-25 08:14:07,060   \n",
+       "11  2024-06-25 08:14:10,071   \n",
+       "12  2024-06-25 08:14:12,738   \n",
+       "\n",
+       "                                            Log Entry 429 Error Entry  \n",
+       "0   2024-06-25 06:39:01,261 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "1   2024-06-25 06:39:03,968 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "2   2024-06-25 06:39:06,904 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "3   2024-06-25 07:52:06,830 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "4   2024-06-25 07:52:09,671 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "5   2024-06-25 07:52:33,216 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "6   2024-06-25 07:52:35,952 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "7   2024-06-25 07:54:39,687 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "8   2024-06-25 07:54:42,478 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "9   2024-06-25 07:57:06,539 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "10  2024-06-25 08:14:07,060 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "11  2024-06-25 08:14:10,071 - ERROR - tool_handler...    <h1>429</h1>  \n",
+       "12  2024-06-25 08:14:12,738 - ERROR - tool_handler...    <h1>429</h1>  "
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "display(error_429_log_df)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "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": "3.10.13"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}