🍕 Add some examples

.gitignore

@@ -3,4 +3,5 @@ __pycache__
 .pytest_cache
 qnabot.egg-info
 dist
-build
+build
+**.pickle

examples/example.ipynb

@@ -0,0 +1,70 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Using model: gpt-3.5-turbo\n",
+      "Creating index...\n"
+     ]
+    }
+   ],
+   "source": [
+    "from qnabot.QnABot import QnABot\n",
+    "import os, sys\n",
+    "\n",
+    "os.environ[\"OPENAI_API_KEY\"] = \"you api key\"\n",
+    "\n",
+    "bot = QnABot(directory=\"./files\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The first roster of the Avengers in comics included Iron Man, Thor, Hulk, Ant-Man, and the Wasp.\n",
+      "SOURCES: files/facts.txt\n",
+      "Vision is an android superhero who was created by Ultron but ultimately joined the Avengers and became an important member of the team.\n",
+      "SOURCES: files/facts.txt\n"
+     ]
+    }
+   ],
+   "source": [
+    "bot.print_answer(\"what was the first roster of angers in comics?\")\n",
+    "bot.print_answer(\"Who is Vision?\")"
+   ]
+  }
+ ],
+ "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": "3.10.0"
+  },
+  "orig_nbformat": 4
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

examples/files/facts.txt

@@ -0,0 +1,20 @@
+The Avengers first appeared in Marvel Comics in September 1963 with "The Avengers #1."
+The original Avengers lineup included Iron Man, Thor, Hulk, Ant-Man, and the Wasp.
+Captain America joined the team in "The Avengers #4" (March 1964) after being discovered frozen in ice.
+The Avengers were created by writer Stan Lee and artist Jack Kirby, two comic book legends.
+The team's battle cry, "Avengers Assemble!", was first used in "The Avengers #10" (November 1964).
+The Avengers have had numerous lineup changes over the years, with many Marvel characters joining and leaving the team.
+The Avengers' primary headquarters is the Avengers Mansion, located in New York City, but they have had other bases such as the Avengers Tower and the Hydrobase.
+Jarvis, the loyal butler, has been a supporting character in the comics, often assisting the team and maintaining the mansion.
+The Avengers have had various sub-teams and spin-offs, including the West Coast Avengers, Secret Avengers, and Young Avengers.
+The 2012 film "The Avengers," directed by Joss Whedon, was the first Marvel Cinematic Universe movie to feature the superhero team.
+In the MCU, the team was initially formed by Nick Fury, director of S.H.I.E.L.D., as part of his "Avengers Initiative."
+The MCU Avengers lineup included Iron Man, Captain America, Thor, Hulk, Black Widow, and Hawkeye.
+"The Avengers" (2012) was the first Marvel film to gross over $1 billion at the box office.
+The MCU Avengers have appeared in four main films: "The Avengers" (2012), "Avengers: Age of Ultron" (2015), "Avengers: Infinity War" (2018), and "Avengers: Endgame" (2019).
+"Avengers: Endgame" (2019) became the highest-grossing film of all time, overtaking "Avatar" (2009).
+The Avengers often face world-threatening villains, such as Loki, Ultron, and Thanos.
+The Vision, an android superhero, was created by Ultron but ultimately joined the Avengers and became an important member of the team.
+In the comics, Scarlet Witch and Quicksilver, who are siblings, initially were members of the villainous Brotherhood of Mutants before joining the Avengers.
+The Avengers have crossed over with other superhero teams, such as the X-Men and the Fantastic Four, in various comic book storylines.
+The Avengers have appeared in numerous animated TV series, including "The Avengers: Earth's Mightiest Heroes" (2010-2012) and "Avengers Assemble" (2013-2019).

qnabot/__init__.py

@@ -0,0 +1 @@
+from .QnABot import QnABot

requirements.txt

@@ -1,42 +1,70 @@
 aiohttp==3.8.4
 aiosignal==1.3.1
+anyio==3.6.2
 appnope==0.1.3
+argilla==1.6.0
 asttokens==2.2.1
 async-timeout==4.0.2
 attrs==22.2.0
 backcall==0.2.0
+backoff==2.2.1
 black==23.3.0
+bleach==6.0.0
 certifi==2022.12.7
 charset-normalizer==3.1.0
 click==8.1.3
 comm==0.1.3
+commonmark==0.9.1
 dataclasses-json==0.5.7
 debugpy==1.6.7
 decorator==5.1.1
+Deprecated==1.2.13
+docutils==0.19
+et-xmlfile==1.1.0
 executing==1.2.0
 faiss-cpu==1.7.3
 frozenlist==1.3.3
+h11==0.14.0
+httpcore==0.16.3
+httpx==0.23.3
 idna==3.4
+importlib-metadata==6.3.0
 ipykernel==6.22.0
 ipython==8.12.0
+jaraco.classes==3.2.3
 jedi==0.18.2
+joblib==1.2.0
 jupyter_client==8.1.0
 jupyter_core==5.3.0
+keyring==23.13.1
 langchain==0.0.137
+lxml==4.9.2
+Markdown==3.4.3
+markdown-it-py==2.2.0
 marshmallow==3.19.0
 marshmallow-enum==1.5.1
 matplotlib-inline==0.1.6
+mdurl==0.1.2
+monotonic==1.6
+more-itertools==9.1.0
+msg-parser==1.2.0
 multidict==6.0.4
 mypy-extensions==1.0.0
 nest-asyncio==1.5.6
-numpy==1.24.2
+nltk==3.8.1
+numpy==1.23.5
+olefile==0.46
 openai==0.27.4
 openapi-schema-pydantic==1.2.4
+openpyxl==3.1.2
 packaging==23.0
+pandas==1.5.3
 parso==0.8.3
 pathspec==0.11.1
 pexpect==4.8.0
 pickleshare==0.7.5
+Pillow==9.5.0
+pkginfo==1.9.6
 platformdirs==3.2.0
 prompt-toolkit==3.0.38
 psutil==5.9.4
@@ -44,20 +72,39 @@ ptyprocess==0.7.0
 pure-eval==0.2.2
 pydantic==1.10.7
 Pygments==2.15.0
+pypandoc==1.11
 python-dateutil==2.8.2
+python-docx==0.8.11
+python-magic==0.4.27
+python-pptx==0.6.21
+pytz==2023.3
 PyYAML==6.0
 pyzmq==25.0.2
+qnabot==0.0.2
+readme-renderer==37.3
+regex==2023.3.23
 requests==2.28.2
+requests-toolbelt==0.10.1
+rfc3986==1.5.0
+rich==13.0.1
 six==1.16.0
+sniffio==1.3.0
 SQLAlchemy==1.4.47
 stack-data==0.6.2
 tenacity==8.2.2
+tiktoken==0.3.3
 tomli==2.0.1
 tornado==6.2
 tqdm==4.65.0
 traitlets==5.9.0
+twine==4.0.2
 typing-inspect==0.8.0
 typing_extensions==4.5.0
+unstructured==0.5.11
 urllib3==1.26.15
 wcwidth==0.2.6
+webencodings==0.5.1
+wrapt==1.14.1
+XlsxWriter==3.0.9
 yarl==1.8.2
+zipp==3.15.0

setup.py

@@ -1,8 +1,10 @@
 from setuptools import setup, find_packages
 
+VERSION = "0.0.3"
+
 setup(
     name="qnabot",
-    version="0.0.1",
+    version=VERSION,
     packages=find_packages(),
     install_requires=[
         # List your package's dependencies here, e.g.,