{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"# PINECONE_API_KEY = 7b886e48-e3d3-4644-bf8d-74b94d49c18c\n",
"# PINECONE_ENV = gcp-starter"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/Users/aakashbhatnagar/Documents/masters/LLM/myenv/lib/python3.10/site-packages/pinecone/index.py:4: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
" from tqdm.autonotebook import tqdm\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Downloading model\n",
"\n",
"\n",
"Models downloaded\n"
]
}
],
"source": [
"from rag import fetch_top_k"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Pseudophakia is the loss of:\n",
"A. Accommodation\n",
"B. Conversion\n",
"C. Saccadic eye movements\n",
"D. Contrast sensitivity"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Running on local URL: http://127.0.0.1:7861\n"
]
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...\n",
"To disable this warning, you can either:\n",
"\t- Avoid using `tokenizers` before the fork if possible\n",
"\t- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Running on public URL: https://49a86c835b55baa011.gradio.live\n",
"\n",
"This share link expires in 72 hours. For free permanent hosting and GPU upgrades, run `gradio deploy` from Terminal to deploy to Spaces (https://huggingface.co/spaces)\n"
]
},
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/plain": []
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import gradio as gr\n",
"\n",
"gr.ChatInterface(fetch_top_k).launch(share=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"huggingface/tokenizers: The current process just got forked, after parallelism has already been used. Disabling parallelism to avoid deadlocks...\n",
"To disable this warning, you can either:\n",
"\t- Avoid using `tokenizers` before the fork if possible\n",
"\t- Explicitly set the environment variable TOKENIZERS_PARALLELISM=(true | false)\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"Need \u001b[32m'write'\u001b[0m access token to create a Spaces repo.\n",
"\n",
" _| _| _| _| _|_|_| _|_|_| _|_|_| _| _| _|_|_| _|_|_|_| _|_| _|_|_| _|_|_|_|\n",
" _| _| _| _| _| _| _| _|_| _| _| _| _| _| _| _|\n",
" _|_|_|_| _| _| _| _|_| _| _|_| _| _| _| _| _| _|_| _|_|_| _|_|_|_| _| _|_|_|\n",
" _| _| _| _| _| _| _| _| _| _| _|_| _| _| _| _| _| _| _|\n",
" _| _| _|_| _|_|_| _|_|_| _|_|_| _| _| _|_|_| _| _| _| _|_|_| _|_|_|_|\n",
" \n",
" To login, `huggingface_hub` requires a token generated from https://huggingface.co/settings/tokens .\n",
"Token: \n",
"\u001b[31mAborted.\u001b[0m\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"['side of scotoma, the seotoma\\n‘moves in opposite direction (ce.\\n‘towards the fixation point). The\\nobjects tend to appear and,\\ndisappear in the most discon-\\ncerting way, hence called |\\n“Jack-in-box phenomenon”.\\n\\n5. Pin-cushion effect due to |\\napherical aberrations. In this\\ncondition the straight lines\\nhecome curves and linear becomes «', \"2. Inflteating tumors !\\n2. Burns '\\n4. Radiotherapy or Cryotherapy of lid *\\n‘umors ,\\n», Skin\\n=\\n1, Peoria !\\n2 Generalized alopecia, :\\n©. Systemie:\\n1. Myxoedema, P\\n2. Leprosy. ;\\n3. Syphilis :\\n4. SLE. ;\\n4. Following Removal :\\n1 Iatrogenie trichiasis. !\\n2 Trichotillomania, :\\nPotiosis\\nWhitening of eye lashes is known as polioss.\\nCauses: ‘\\na. Local :\", 'ab Dacryocystorhinostomy ia a\\nprocedure in which we make a\\nfistula between the lacrimal sae and\\nthe middle mestus of nose.\\nCrocodile tears are a complication\\nof VII nerve palay. It occurs due to\\nfaulty regeneration of parasym-\\npathetic fibres which now supply\\nthe lacrimal glands instead of\\nsalivary glands\\n|. b Tear formation occurs at six weeks']\n",
"['componed predominantly of eos\\nmon\\ni. Mle form: Both inbal nd pal\\nbea conunetes sree\\n+ Comal Changes in VEC!\\nb. Macrocroion ;\\n© Plague ie he desiccated mucus\\nvette epihlal macrelne\\nd. Subepithelial scarring: Wt is\\nsenate tag\\n. Preudogerantomn: Ie renemblea\\necw seni hihi sled\\n‘oar hone the sae Tet\\nStd Cupiarbow\\n{ Kerstocmus may be abated. &', 'A Laminar dot ign\\nB, Nasal abifting of vessla\\nC. Bayonettingsign\\nD, Allofthe above\\n‘\\n\\nzz PI\\nA. ants B. Adak\\nC. Cornealopacties D. Allofthe above\\n\\x0c\\neviwofOpiaiigy\\nA. Autorfractonute\\n3. Automated porinet\\n€. Goldana perimeter\\nD. Kinetiperinetry\\n| The following investigation i\\n@ fi\\n= ff\\n¢\\n[ 7_ /\\n\\\\ |\\nA. Listes perimetry\\n1. Goldmann perimete', 'D. Selermalacnperirans\\n¥ )\\n| a\\nue I\\n\\x0c\\neins of Otte\\nB. Groce dosoy\\n©. Kenzer\\nD Keronlada\\nith ey hich rnin woken\\not the eyeball The presence\\ntneeeaed TOP contin\\nfart apy\\nA Normal Bosan\\n Powaie ari\\nRanda\\nD. Poe\\n4. Thediagnossi\\n\"i in\\ni ee a\\nA sus haenoras\\n1 Poseraesaptnoma\\n© Bruna aapyione\\nD Pater']\n",
"['componed predominantly of eos\\nmon\\ni. Mle form: Both inbal nd pal\\nbea conunetes sree\\n+ Comal Changes in VEC!\\nb. Macrocroion ;\\n© Plague ie he desiccated mucus\\nvette epihlal macrelne\\nd. Subepithelial scarring: Wt is\\nsenate tag\\n. Preudogerantomn: Ie renemblea\\necw seni hihi sled\\n‘oar hone the sae Tet\\nStd Cupiarbow\\n{ Kerstocmus may be abated. &', 'A Laminar dot ign\\nB, Nasal abifting of vessla\\nC. Bayonettingsign\\nD, Allofthe above\\n‘\\n\\nzz PI\\nA. ants B. Adak\\nC. Cornealopacties D. Allofthe above\\n\\x0c\\neviwofOpiaiigy\\nA. Autorfractonute\\n3. Automated porinet\\n€. Goldana perimeter\\nD. Kinetiperinetry\\n| The following investigation i\\n@ fi\\n= ff\\n¢\\n[ 7_ /\\n\\\\ |\\nA. Listes perimetry\\n1. Goldmann perimete', 'D. Selermalacnperirans\\n¥ )\\n| a\\nue I\\n\\x0c\\neins of Otte\\nB. Groce dosoy\\n©. Kenzer\\nD Keronlada\\nith ey hich rnin woken\\not the eyeball The presence\\ntneeeaed TOP contin\\nfart apy\\nA Normal Bosan\\n Powaie ari\\nRanda\\nD. Poe\\n4. Thediagnossi\\n\"i in\\ni ee a\\nA sus haenoras\\n1 Poseraesaptnoma\\n© Bruna aapyione\\nD Pater']\n",
"['. Preuopyoeyanca\\nD. Propionabacterium\\n57. All are risk factors for catarac\\nexcept\\n‘A. Dishetes mellitus\\nB. Hypertension\\n. Sioking\\nD, Recurrent diarehoea', 'catarat is retinal pathologies. Retinal\\ndegenerations and other fundal\\nchanges is a feature of pathological\\n‘myopia but not of hypermetropia,\\n\\nfd Refractive index is maximum atthe\\ncontre ofthe lens where the nucles\\nis hard compared tothe cortex\\n\\n5. a Endophytic retinoblastoma (which\\n‘rows towards the vitreous) may lead\\nto dislocation of the lens.', 'te i meno\\ntw Tn cs ales\\nPour avin ener ose Ti\\nBaran Cone dna, eons Ie\\nSheil melanme,retblawa |\\nfd eur hypuony at h\\nIroc pean or psrtion ef\\nee\\n\\n:\\n\\nClinical Features:\\n\\n4. Pontos: Opacin in the vious i\\nIon ns fotera, fe meus ie to\\nAiprios of pigs a a\\nPion piel celle Ti rot in\\n‘Repmatopenan Rand inv ane\\nSteutatne RD (ve to proce af']\n"
]
}
],
"source": [
"!gradio deploy"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['side of scotoma, the seotoma\\n‘moves in opposite direction (ce.\\n‘towards the fixation point). The\\nobjects tend to appear and,\\ndisappear in the most discon-\\ncerting way, hence called |\\n“Jack-in-box phenomenon”.\\n\\n5. Pin-cushion effect due to |\\napherical aberrations. In this\\ncondition the straight lines\\nhecome curves and linear becomes «', 'D. Selermalacnperirans\\n¥ )\\n| a\\nue I\\n\\x0c\\neins of Otte\\nB. Groce dosoy\\n©. Kenzer\\nD Keronlada\\nith ey hich rnin woken\\not the eyeball The presence\\ntneeeaed TOP contin\\nfart apy\\nA Normal Bosan\\n Powaie ari\\nRanda\\nD. Poe\\n4. Thediagnossi\\n\"i in\\ni ee a\\nA sus haenoras\\n1 Poseraesaptnoma\\n© Bruna aapyione\\nD Pater', \"2. Soro-nogative arthropathies :\\n\\x0c\\nog\\n\\n+ Reiter's syndrome.\\n+ Ankylosing spondylitis\\n+ Poriti arthritis\\n+ aka,\\n\\n| Taftanamatory bowel disease.\\n\\n| Puch’ hetroehromi cyl\\n\\n. Viral (HSV, HZ0) keratouveits\\n\\nPosner Schloeeman syndrome\\n\\n‘auses of Panuveitis\\nSympathetic ophehalmiti\\n\\n- Saroidot\\n\\n- Syphilis\\n\\n. Vogt Koyanagi Harada syndrome\\n\\n Tuberculoi\"]\n"
]
}
],
"source": [
"a = fetch_top_k(\"What is the meaning of life?\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"str"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"type(a)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"'side of scotoma, the seotoma\\n‘moves in opposite direction (ce.\\n‘towards the fixation point). The\\nobjects tend to appear and,\\ndisappear in the most discon-\\ncerting way, hence called |\\n“Jack-in-box phenomenon”.\\n\\n5. Pin-cushion effect due to |\\napherical aberrations. In this\\ncondition the straight lines\\nhecome curves and linear becomes «\\nD. Selermalacnperirans\\n¥ )\\n| a\\nue I\\n\\x0c\\neins of Otte\\nB. Groce dosoy\\n©. Kenzer\\nD Keronlada\\nith ey hich rnin woken\\not the eyeball The presence\\ntneeeaed TOP contin\\nfart apy\\nA Normal Bosan\\n Powaie ari\\nRanda\\nD. Poe\\n4. Thediagnossi\\n\"i in\\ni ee a\\nA sus haenoras\\n1 Poseraesaptnoma\\n© Bruna aapyione\\nD Pater\\n2. Soro-nogative arthropathies :\\n\\x0c\\nog\\n\\n+ Reiter\\'s syndrome.\\n+ Ankylosing spondylitis\\n+ Poriti arthritis\\n+ aka,\\n\\n| Taftanamatory bowel disease.\\n\\n| Puch’ hetroehromi cyl\\n\\n. Viral (HSV, HZ0) keratouveits\\n\\nPosner Schloeeman syndrome\\n\\n‘auses of Panuveitis\\nSympathetic ophehalmiti\\n\\n- Saroidot\\n\\n- Syphilis\\n\\n. Vogt Koyanagi Harada syndrome\\n\\n Tuberculoi'"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"a"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "myenv",
"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": "3.10.9"
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}