From 539c783ea29f1a9e0a6130a9864b55e29b683a22 Mon Sep 17 00:00:00 2001
From: ncoop57 <nc@answer.ai>
Date: Wed, 25 Sep 2024 13:20:35 -0500
Subject: [PATCH] Update index

---
 nbs/00_core.ipynb |  4 +---
 nbs/index.ipynb   | 43 ++++++++++++++++++++++++++-----------------
 2 files changed, 27 insertions(+), 20 deletions(-)

diff --git a/nbs/00_core.ipynb b/nbs/00_core.ipynb
index 1f0a845..d83dfa0 100644
--- a/nbs/00_core.ipynb
+++ b/nbs/00_core.ipynb
@@ -185,7 +185,7 @@
     "Create an english and german translation pair that is similar to the examples and would be appropriate for the following persona: {persona}\n",
     "\"\"\"\n",
     "\n",
-    "# Generate tiny programs\n",
+    "# Generate translations\n",
     "fast_data = FastData()\n",
     "translations = fast_data.generate(\n",
     "    prompt_template=prompt_template,\n",
@@ -228,8 +228,6 @@
     }
    ],
    "source": [
-    "from typing import Literal\n",
-    "\n",
     "class TranslationCritique():\n",
     "    \"\"\"\n",
     "    A critique of the translation.\n",
diff --git a/nbs/index.ipynb b/nbs/index.ipynb
index a85556f..cd9b0e7 100644
--- a/nbs/index.ipynb
+++ b/nbs/index.ipynb
@@ -8,7 +8,7 @@
     "\n",
     "> Easiest and fastest way to 1B synthetic tokens\n",
     "\n",
-    "Minimalist library that wraps around `instructor` to make generating synthetic data easy."
+    "Minimalist library that wraps around `claudette` to make generating synthetic data easy."
    ]
   },
   {
@@ -122,20 +122,36 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "First you need to define the structure of the data you want to generate. `instructor`, which is the library that fastdata uses to generate data, requires you to define the schema of the data you want to generate. This is done using pydantic models."
+    "First you need to define the structure of the data you want to generate. `claudette`, which is the library that fastdata uses to generate data, requires you to define the schema of the data you want to generate. This is done using pydantic models."
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "__main__.Translation(english='Hello, how are you today?', german='Hallo, wie geht es Ihnen heute?')"
+      ]
+     },
+     "execution_count": null,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "from pydantic import BaseModel, Field\n",
+    "from fastcore.utils import *\n",
+    "\n",
+    "class Translation():\n",
+    "    \"\"\"Translation from an English phrase to a German phrase\"\"\"\n",
+    "    def __init__(self, english: str, german: str): store_attr()\n",
+    "    \n",
+    "    __repr__ = basic_repr([\"english\", \"german\"])\n",
+    "    def __str__(self): return \"The translation has been created.\"\n",
     "\n",
-    "class Translation(BaseModel):\n",
-    "    english: str = Field(description=\"An english phrase\")\n",
-    "    german: str = Field(description=\"An equivalent german phrase that is a translation of the english phrase\")"
+    "Translation(\"Hello, how are you today?\", \"Hallo, wie geht es Ihnen heute?\")"
    ]
   },
   {
@@ -179,7 +195,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 2/2 [00:00<00:00,  2.21it/s]"
+      "100%|████████████████████████████████████████████████████████████| 2/2 [00:01<00:00,  1.55it/s]"
      ]
     },
     {
@@ -187,8 +203,7 @@
      "output_type": "stream",
      "text": [
       "Translations:\n",
-      "[   {'english': 'Otters are cute', 'german': 'Otter sind süß'},\n",
-      "    {'english': 'I love programming', 'german': 'Ich liebe das Programmieren'}]\n"
+      "[__main__.Translation(english='I love programming', german='Ich liebe das Programmieren'), __main__.Translation(english='Otters are cute', german='Otter sind niedlich')]\n"
      ]
     },
     {
@@ -202,11 +217,6 @@
    "source": [
     "from fastdata.core import FastData\n",
     "\n",
-    "import pprint\n",
-    "\n",
-    "# Create a pretty printer object with custom settings\n",
-    "pp = pprint.PrettyPrinter(indent=4, width=100, compact=False)\n",
-    "\n",
     "fast_data = FastData()\n",
     "translations = fast_data.generate(\n",
     "    prompt_template=prompt_template,\n",
@@ -215,9 +225,8 @@
     "    model=\"claude-3-haiku-20240307\"\n",
     ")\n",
     "\n",
-    "# Pretty print the translations\n",
     "print(\"Translations:\")\n",
-    "pp.pprint(translations)"
+    "print(translations)"
    ]
   },
   {