 Afficher sur ai.google.dev
|
 Essayer un notebook Colab
|
 Afficher le notebook sur GitHub
|
Si vous voulez essayer rapidement l'API PaLM, vous pouvez utiliser des commandes curl pour appeler les méthodes dans l'API REST. Les exemples suivants affiche les appels pour chaque méthode API. Pour chaque commande curl, vous devez spécifier le nom du modèle et votre clé API. Consultez la page Obtenir une clé API. si vous n'en avez pas.
"""
Add your API key and run this cell to set the PALM_API_KEY variable if
running in Colab.
(In a terminal you can just run PALM_API_KEY=<your API key>)
"""
import os
os.environ['PALM_API_KEY'] = ""
Générer du texte
Utiliser la méthode generate_text
pour générer une réponse du modèle à partir d'un message d'entrée.
!curl https://generativelanguage.googleapis.com/v1beta2/models/text-bison-001:generateText?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": { \
"text": "Write a story about a magic backpack." \
} \
}'
{
"candidates": [
{
"output": "Once upon a time, there was a young girl named Lily who loved to explore. She would spend hours wandering through the forest near her house, looking for new and exciting things. One day, Lily was exploring a particularly dense part of the forest when she came across a strange backpack. It was sitting on a rock, and it looked like it had been abandoned.\n\nLily picked up the backpack and examined it. It was made of a strange, silvery material that she had never seen before. There were no zippers or buttons, but the backpack seemed to be open. Lily reached inside, and she was surprised to find that it was full of all sorts of amazing things.\n\nThere were books that could tell her anything she wanted to know, tools that could fix anything she broke, and clothes that could keep her warm or cool no matter what the weather. Lily was amazed by the backpack's contents, and she knew that she had found something truly special.\n\nLily decided to take the backpack home with her, and she quickly discovered that it was even more magical than she had thought. The backpack could transport her to any place she wanted to go, and it could provide her with anything she needed. Lily used the backpack to travel the world, and she had many amazing adventures.\n\nOne day, Lily was using the backpack to explore a new planet when she came across a group of people who were in trouble. The people were being held captive by a cruel wizard, and Lily knew that she had to help them. She used the backpack to create a distraction, and then she rescued the people and led them to safety.\n\nThe people were so grateful to Lily for saving them, and they told her that she was a true hero. Lily was happy to have helped, and she knew that she would continue to use the backpack to help others in need.\n\nLily's magic backpack continued to accompany her on many more adventures. She used it to help people in need, to explore new worlds, and to learn about all sorts of amazing things. Lily's backpack was a constant source of joy and inspiration, and she was grateful for the many ways that it had enriched her life.",
"safetyRatings": [
{
"category": "HARM_CATEGORY_DEROGATORY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_TOXICITY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_VIOLENCE",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_SEXUAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_MEDICAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_DANGEROUS",
"probability": "NEGLIGIBLE"
}
]
}
]
}
L'exemple suivant spécifie des valeurs pour tous les paramètres de
la méthode generate_text.
!curl https://generativelanguage.googleapis.com/v1beta2/models/text-bison-001:generateText?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": { \
"text": "Give an example of a title for a story about a magic backpack. \
Title: " \
}, \
"safetySettings": [ \
{ \
"category": "HARM_CATEGORY_TOXICITY", \
"threshold": "BLOCK_ONLY_HIGH" \
} \
], \
"stopSequences": [ \
"Title" \
], \
"temperature": 1.0, \
"candidate_count": 3, \
"maxOutputTokens": 800, \
"topP": 0.8, \
"topK": 10 \
}'
{
"candidates": [
{
"output": "The Backpack of Holding",
"safetyRatings": [
{
"category": "HARM_CATEGORY_DEROGATORY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_TOXICITY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_VIOLENCE",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_SEXUAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_MEDICAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_DANGEROUS",
"probability": "NEGLIGIBLE"
}
]
},
{
"output": "The Backpack of Holding",
"safetyRatings": [
{
"category": "HARM_CATEGORY_DEROGATORY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_TOXICITY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_VIOLENCE",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_SEXUAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_MEDICAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_DANGEROUS",
"probability": "NEGLIGIBLE"
}
]
},
{
"output": "The Backpack of Holding",
"safetyRatings": [
{
"category": "HARM_CATEGORY_DEROGATORY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_TOXICITY",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_VIOLENCE",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_SEXUAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_MEDICAL",
"probability": "NEGLIGIBLE"
},
{
"category": "HARM_CATEGORY_DANGEROUS",
"probability": "NEGLIGIBLE"
}
]
}
]
}
Les valeurs de paramètres ont la signification suivante:
safetySettings: abaisser le seuil de sécurité de la toxicité pour ne bloquer que les éléments toxiques très probables sortiesstopSequences: utilisez la séquence d'arrêt pour ne générer qu'un seul titre en arrêtant la sortie au niveau de la instance suivante deTitle.temperature: définit la température sur 1,0 lors de la génération de réponses.candidate_count: ne renvoie que trois réponses candidates.maxOutputTokens: renvoie un maximum de 800 jetons.topP: ne prend en compte que les 80% supérieurs des jetons renvoyés par le modèle.topK: prenez en compte les 10 premiers jetons lors de l'échantillonnage.
En savoir plus sur ces paramètres dans la documentation de référence de l'API
pour generateText
.
Générer un message
Utilisez le generateMessage
pour générer une réponse du modèle
en fonction d'une entrée MessagePrompt.
!curl https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:generateMessage?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": {"messages": [{"content":"hi"}]} \
}'
{
"candidates": [
{
"author": "1",
"content": "Hi! How can I help you today?"
}
],
"messages": [
{
"author": "0",
"content": "hi"
}
]
}
L'exemple suivant présente un appel avec différentes valeurs pour les paramètres.
!curl https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:generateMessage?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": {"messages": [{"content":"hi"}]}, \
"temperature": 0.1, \
"candidate_count": 1, \
"topP": 0.8, \
"topK": 10}'
{
"candidates": [
{
"author": "1",
"content": "Hi! How can I help you today?"
}
],
"messages": [
{
"author": "0",
"content": "hi"
}
]
}
Les valeurs de paramètres ont la signification suivante:
temperature: définit la température sur 0,1 lors de la génération de réponses.candidate_count: ne renvoie qu'une seule réponse candidate.topP: ne prend en compte que les 80% supérieurs des jetons renvoyés par le modèle.topK: prenez en compte les 10 premiers jetons lors de l'échantillonnage.
En savoir plus sur ces paramètres dans la documentation de référence de l'API
pour generateMessage
.
Intégrer du texte
Utilisez la méthode embedText pour
générer une représentation vectorielle continue à partir du modèle
à partir d'un message d'entrée.
!curl https://generativelanguage.googleapis.com/v1beta2/models/embedding-gecko-001:embedText?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{"text": "say something nice!"}'
{
"embedding": {
"value": [
0.0011238843,
-0.040586308,
-0.013174802,
0.015497498,
0.04383781,
0.012527679,
0.017876161,
0.031339817,
-0.0042566974,
-0.024129443,
-0.023050068,
-0.015625203,
0.03501345,
-0.006033779,
-0.011984176,
-0.033368077,
-0.040653296,
0.022117265,
-0.02034076,
-0.040752005,
-0.12748374,
0.029760985,
0.00084632,
-0.017502416,
-0.03893842,
-0.07151896,
0.0609997,
-0.0046266303,
-0.044301335,
-0.022592714,
0.023920823,
0.0020489343,
-0.0048049283,
-0.038431767,
0.007275116,
0.018562535,
0.017131427,
-0.00043720857,
0.02810143,
0.053296003,
0.031831037,
-0.067091785,
0.015640317,
-0.0036152988,
-0.04691379,
-0.044070054,
-0.022364588,
-0.0083763655,
-0.0490714,
-0.007302964,
0.006516001,
-0.004685413,
0.03979989,
-0.014196505,
0.01065721,
-0.0073698894,
-0.036348466,
-0.008763353,
-0.01892632,
-0.054501593,
0.032021806,
-0.007242739,
0.0220439,
-0.07687204,
-0.0740849,
0.01748987,
-0.027381063,
-0.015533608,
-0.013165218,
-0.04867313,
0.041797243,
0.017989235,
-0.00982055,
0.03691631,
0.010164966,
-0.03985747,
0.024958102,
0.015761184,
0.02152081,
-0.06986678,
-0.012039569,
0.00056548475,
-0.030969337,
-0.07435745,
-0.028182292,
0.012739926,
0.042157806,
0.023305222,
-0.03230193,
-0.0033747193,
-0.061240233,
0.021881713,
0.009969781,
-0.010255637,
-0.0049942187,
-0.034989387,
0.020215971,
-0.020086009,
0.0010875552,
0.017283859,
0.0008415358,
-0.052446693,
0.019897413,
0.010148648,
0.039659496,
0.010298634,
0.033420425,
0.043799188,
-0.072159335,
-0.06268149,
-0.06190123,
0.049205165,
-0.054376606,
-0.016845694,
0.0365771,
-0.037944548,
0.006270467,
-0.013075792,
0.099409916,
0.030545607,
-0.0732958,
-0.033732962,
0.0044321134,
-0.0013212749,
0.031492565,
-0.014452682,
0.058129285,
-0.020901497,
0.00432678,
-0.014602101,
0.028027585,
0.04006542,
0.03904733,
-0.041794587,
-0.023020804,
0.05953402,
0.00020820377,
-0.04229413,
0.0012092285,
0.035000943,
-0.06702403,
-0.012794849,
0.0036005897,
0.023782397,
0.014083849,
-0.0036575894,
0.028294614,
-0.021102497,
-0.011178294,
-0.0742226,
-0.01762662,
-0.034421157,
0.00959854,
0.030744651,
0.03575221,
0.03232364,
0.012205379,
0.0849699,
-0.04682018,
-0.027969383,
0.008350599,
-0.002548684,
0.011669425,
-0.028728798,
0.0085435,
0.0021975278,
0.03761783,
-0.03241707,
0.023464072,
0.040996246,
-0.001109026,
-0.13223213,
-0.020976847,
0.015984828,
0.09512107,
-0.010276377,
0.014994116,
0.032845948,
-0.034293175,
0.02430849,
-0.009919951,
-0.072498284,
0.026591707,
0.0015673019,
-0.045289494,
0.021523945,
0.01088207,
0.006588061,
-0.048151653,
0.05282844,
0.008129585,
0.027846182,
0.018659458,
-0.022406245,
-0.043990742,
0.017680017,
0.013181173,
-0.14280352,
0.0021016353,
0.045783103,
0.0037692375,
-0.039056912,
0.0116640935,
0.013924913,
0.020162055,
-0.034111485,
-0.080292016,
0.03685934,
-0.0071554463,
-0.011398124,
-0.0021998466,
-0.04018377,
0.10160932,
0.021735929,
-0.018394442,
-0.0042295344,
-0.025801938,
-0.036239583,
-0.044041224,
-0.045289584,
0.0014948259,
0.010338574,
0.024361573,
-0.031958524,
0.024407288,
-0.011137719,
0.0043831025,
0.014189889,
0.024169667,
0.0022451929,
-0.035389382,
0.024017807,
0.01553733,
-0.0473291,
0.026909798,
0.055664524,
0.03976394,
-0.010415778,
-0.06393292,
0.01792164,
0.029561834,
0.07391933,
0.0022118469,
0.008295304,
-0.05163188,
0.010020474,
-0.012885397,
0.019830104,
0.028650315,
-0.013769379,
0.0338601,
-0.06765002,
0.040466607,
-0.010720626,
0.012154494,
0.013327016,
-0.010665587,
0.037299912,
0.04323995,
-0.0009342932,
0.033894684,
-0.0042288457,
-0.0052715484,
0.14659505,
-0.063753605,
-0.04746297,
-0.035064638,
-0.0011817935,
0.05915483,
0.031045768,
-0.040024273,
0.017579468,
0.05911642,
0.05578586,
0.014392062,
0.034441307,
0.0051881303,
0.038473494,
0.023593616,
0.034369726,
-0.012554688,
-0.026979957,
-0.008302676,
0.045971826,
0.016231172,
0.0104582505,
-0.03975078,
0.016210284,
-0.0496326,
-0.0055911625,
0.013650961,
-0.0144314915,
0.004787867,
0.036809307,
0.012353121,
0.015239806,
0.049226765,
-0.028741457,
-0.061572257,
0.039226513,
0.016116843,
-0.024787322,
-0.02130387,
-0.03779633,
-0.06941293,
-0.049595475,
0.029587833,
0.033705294,
0.032990646,
-0.05216195,
0.029583171,
-0.0056521366,
0.021131132,
-0.0056709587,
-0.044883735,
0.025333345,
0.024979891,
-0.003277763,
-0.09892439,
0.03376726,
-0.05836421,
0.004832982,
0.1255239,
-0.008487428,
0.021888541,
-0.021681873,
-0.012966817,
-0.028696185,
0.012639684,
-0.05412777,
0.01192876,
0.034647945,
-0.056298435,
0.024278637,
0.00871971,
0.090212576,
0.006437413,
0.037434887,
0.00019946751,
-0.13568601,
0.028605944,
-0.02006474,
-0.025272185,
-0.083530694,
-0.04269899,
0.014648017,
-0.0010991616,
-0.031067085,
-0.050440468,
0.00091479445,
0.0015937795,
0.045591757,
-0.006403704,
0.014939055,
0.02255195,
0.027493088,
-0.0012262427,
0.023612592,
-0.003841696,
0.04333225,
0.020669367,
0.033022266,
0.017286869,
0.017276619,
-0.009199664,
0.015230595,
-0.06797182,
0.014121894,
0.013572196,
-0.029916016,
0.0040522343,
-0.029725965,
-0.0102597,
-0.013439138,
-0.08198655,
-0.0070174187,
0.004431028,
0.011755264,
0.0072572646,
0.037631817,
-0.0051535456,
-0.0081493175,
-0.015169597,
0.0055189617,
-0.005826631,
-0.020261835,
0.083080135,
0.064882986,
-0.010988733,
-0.026083246,
-0.015315506,
-0.0015296342,
0.0059038294,
-0.016090974,
-0.02000143,
0.074654035,
-0.008555022,
0.016888265,
-0.016842794,
-0.044189937,
0.019509379,
-0.019198475,
-0.003341484,
-0.03456671,
-0.0052166893,
-0.023366041,
-0.005331629,
0.023549462,
0.0015763871,
-0.025385149,
0.019852458,
-0.031065127,
0.0017880594,
-0.0026873888,
0.030643448,
-0.031892557,
-0.079189695,
-0.026351755,
0.0007078425,
-0.01158725,
0.051290438,
0.038942136,
-0.017992912,
0.028203778,
0.025912454,
0.015449621,
-0.0447461,
0.035019837,
0.000101277845,
-0.043222122,
0.008197146,
-0.0072293375,
-0.0016813442,
-0.003254859,
-0.046821237,
-0.010909567,
0.12034104,
0.047507685,
0.0004942198,
-0.0061685564,
-0.041621834,
0.0016361383,
-0.029424895,
-0.027021525,
0.029043453,
-0.036468945,
-0.018375812,
-0.03730402,
-0.04374344,
-0.017010607,
-0.02513565,
0.0403428,
0.038378354,
0.05564215,
0.047473494,
-0.0016713048,
-0.0083524,
-0.04078778,
0.006816706,
0.026119364,
-0.033208948,
-0.028723165,
-0.028907888,
0.03388191,
-0.027172018,
-0.0056449105,
0.0076403813,
-0.017191296,
0.0103864325,
0.039782897,
-0.024052272,
-0.000900677,
-0.008114914,
0.009936376,
0.057062533,
0.015691994,
0.06488037,
0.05861413,
0.020779617,
-0.0247915,
-0.03869506,
-0.0018747158,
-0.018278932,
-0.08014962,
0.054706935,
-0.0061153383,
0.0060715703,
-0.027196469,
0.011381146,
0.043631904,
0.04475186,
0.040986426,
0.004848564,
-0.0066069923,
0.021026906,
-0.021832775,
0.044528317,
-0.0024687534,
-0.022941994,
0.063197434,
0.028125852,
0.023551032,
-0.0058099683,
-0.012617737,
-0.012245235,
0.026610427,
-0.009620305,
-0.009891919,
-0.044978708,
0.01857481,
-0.045637384,
0.04385301,
0.022688234,
-0.03197118,
-0.017255962,
-0.0971544,
-0.034807537,
0.050930932,
-0.004510808,
0.018908406,
0.04590128,
-0.0431137,
0.030199846,
0.07177168,
0.034885082,
0.031304233,
0.015819319,
-0.044044714,
-0.035496857,
0.01251333,
-0.011556127,
0.050805565,
0.022510093,
0.024378778,
-0.008928189,
-0.035410564,
0.07907622,
0.0077974293,
0.08509954,
0.057877623,
-0.02150467,
-0.031975858,
0.031035855,
0.008521942,
0.0045759548,
0.018532533,
-0.013495335,
0.027427813,
0.06354547,
0.03725446,
-0.014155721,
-0.07390833,
-0.07398356,
0.049747474,
0.05974928,
0.03418353,
-0.04185207,
-0.048303224,
-0.02520631,
-0.032343563,
-0.008572907,
-0.04996052,
-0.020948416,
-0.017813088,
0.018417805,
-0.05610268,
0.07127963,
0.044351287,
-0.008157627,
0.025784992,
-0.010244056,
-0.049246937,
-0.053404044,
-0.004473588,
0.021395257,
0.012865255,
0.008757349,
0.025809702,
0.024504552,
-0.008121683,
-0.010630886,
-0.0282137,
0.0131343175,
0.025023215,
-0.054416455,
-0.00987844,
-0.05275506,
-0.046944536,
0.012130432,
-0.054224152,
-0.04411418,
-0.056159925,
-0.0301649,
-0.009835849,
-0.03362433,
-0.049971923,
-0.008385748,
-0.019473836,
0.023564048,
0.008061396,
0.0053569255,
0.019741505,
0.025652621,
-0.040649947,
0.028353963,
0.033970434,
0.027768575,
0.04150317,
0.07797273,
0.0059470637,
0.016306393,
0.048800167,
0.04042705,
-0.0005679075,
-0.018945955,
-0.0018624268,
-0.050942365,
0.050798208,
0.021266282,
-0.0017024949,
0.03493305,
0.014065046,
-0.029225372,
-0.028919723,
-0.014542683,
-0.0010159526,
0.0031558631,
0.026344743,
-0.015071228,
-0.025507499,
0.021337807,
-0.0067190765,
-0.04575622,
-0.047282696,
0.03300356,
-0.032847676,
0.04183392,
0.002707342,
0.048737124,
0.026989447,
0.005501418,
0.0005985079,
-0.013466379,
-0.011694075,
-0.020797541,
0.013499941,
-0.0013224268,
-0.06625725,
-0.028281163,
0.03480317,
0.015610069,
-0.028201189,
-0.055121798,
-0.013768992,
-0.013169174,
0.04281197,
-0.022435848,
0.04519679,
-0.011604503,
0.03215822,
0.019064883,
0.028547175,
0.0070973705,
0.030223792,
-0.096697725,
0.037206784,
0.014219172,
0.025670564,
0.007972781,
0.039132267,
-0.01641151,
-0.053440955,
-0.014801056,
0.009477607,
-0.037399042,
0.017024228,
1.1309146e-06,
0.017277671,
-0.014029856,
0.034332614,
0.008504508,
-0.009390249,
-0.0020580885,
-0.04837862,
-0.008487879,
-0.0509186,
-0.01001286,
-0.015390811,
-0.02409495,
-0.01521604,
-0.03393024,
0.0037305295,
0.0003564763,
-0.026124911,
-0.0011751048,
-0.0892414,
-0.025555352,
0.028373795,
-0.023148732,
0.037046663,
-0.030026339,
0.034503758,
0.06984921,
0.020804616,
0.028130436,
-0.06043828,
-0.017702322,
0.02253427,
0.0023957205,
-0.015689885,
-0.015208743,
-0.005363971,
0.030644067,
-0.017427318,
-0.011243967,
0.012137882,
0.0005420408,
0.025897957,
-0.0152362455,
-0.029343305,
-0.02368195,
0.049701642,
0.07361216,
-0.038200952,
-0.06681024,
-0.03334393,
0.02077101,
-0.02953543,
-0.035056386,
0.00046944866,
-0.0034510305,
-0.030171316,
0.013363371,
0.048995305,
-0.003263969,
-0.021443684,
0.01924834,
-0.004079115,
0.04140935,
-0.10210643,
-0.047827926,
0.013966705,
0.0073507936,
-0.013666492,
0.030878609,
0.019740991,
-0.005346492,
-0.04305278,
-0.0082011735,
-0.0664176,
-0.051891983,
0.00014011975,
0.042076,
0.039630715,
-0.027207172,
0.062501706,
-0.014362662,
0.007815066,
-0.009666608,
0.03339132,
-0.00015506323,
0.025511535,
0.028007986,
-0.001376217,
0.0070980764,
-0.017834678,
-0.04638408,
-0.03356212
]
}
}
Compter les jetons de message
Utilisez le
countMessageTokens
pour exécuter la fonction de tokenisation d'un modèle sur un message
d'une chaîne de requête et d'obtenir le nombre de jetons.
!curl https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:countMessageTokens?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": { \
"messages": [ \
{"content":"How many tokens?"}, \
{"content":"For this whole conversation?"} \
] \
} \
}'
{
"tokenCount": 23
}
Obtenir le modèle
Utilisez la méthode get pour obtenir des informations sur un modèle spécifique :
la version, le nom à afficher, la limite de jetons d'entrée, etc.
curl https://generativelanguage.googleapis.com/v1beta2/models/text-bison-001?key=$PALM_API_KEY
{
"name": "models/text-bison-001",
"version": "001",
"displayName": "Text Bison",
"description": "Model targeted for text generation.",
"inputTokenLimit": 8196,
"outputTokenLimit": 1024,
"supportedGenerationMethods": [
"generateText"
],
"temperature": 0.7,
"topP": 0.95,
"topK": 40
}
Répertorier les modèles
Utilisez la méthode list pour répertorier tous les modèles disponibles via la
l'API PaLM.
curl https://generativelanguage.googleapis.com/v1beta2/models?key=$PALM_API_KEY
{
"models": [
{
"name": "models/chat-bison-001",
"version": "001",
"displayName": "Chat Bison",
"description": "Chat-optimized generative language model.",
"inputTokenLimit": 4096,
"outputTokenLimit": 1024,
"supportedGenerationMethods": [
"generateMessage",
"countMessageTokens"
],
"temperature": 0.25,
"topP": 0.95,
"topK": 40
},
{
"name": "models/text-bison-001",
"version": "001",
"displayName": "Text Bison",
"description": "Model targeted for text generation.",
"inputTokenLimit": 8196,
"outputTokenLimit": 1024,
"supportedGenerationMethods": [
"generateText"
],
"temperature": 0.7,
"topP": 0.95,
"topK": 40
},
{
"name": "models/embedding-gecko-001",
"version": "001",
"displayName": "Embedding Gecko",
"description": "Obtain a distributed representation of a text.",
"inputTokenLimit": 1024,
"outputTokenLimit": 1,
"supportedGenerationMethods": [
"embedText"
]
}
]
}