 Xem trên ai.google.dev
|
 Chạy trong Google Colab
|
 Xem nguồn trên GitHub
|
Nếu muốn dùng thử PaLM API một cách nhanh chóng, bạn có thể sử dụng các lệnh curl để gọi các phương thức trong API REST. Các ví dụ sau đây cho thấy lệnh gọi cho từng phương thức API. Đối với mỗi lệnh curl, bạn phải chỉ định tên mô hình và khoá API. Xem trang nhận khoá API nếu bạn chưa có khoá.
"""
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'] = ""
Tạo văn bản
Sử dụng phương thức generate_text để tạo phản hồi từ mô hình đã cung cấp thông báo đầu vào.
!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"
}
]
}
]
}
Ví dụ sau đây chỉ định các giá trị cho tất cả tham số của phương thức 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"
}
]
}
]
}
Các giá trị thông số có ý nghĩa như sau:
safetySettings: Giảm ngưỡng an toàn về tính độc hại để chỉ chặn các đầu ra độc hại có khả năng xảy ra caostopSequences: Sử dụng trình tự dừng để tạo chỉ 1 tiêu đề bằng cách dừng cho ra ở thực thể tiếp theo củaTitle.temperature: Đặt nhiệt độ thành 1 khi tạo phản hồi.candidate_count: Chỉ trả về 3 câu trả lời đề xuất.maxOutputTokens: Trả về tối đa 800 mã thông báo.topP: Chỉ xem xét 80% mã thông báo hàng đầu mà mô hình trả về.topK: Xem xét 10 mã thông báo hàng đầu khi lấy mẫu.
Tìm hiểu thêm về các tham số này trong tài liệu tham khảo API cho phương thức generateText.
Tạo thông báo
Sử dụng phương thức generateMessage để tạo phản hồi từ mô hình do mô hình cung cấp MessagePrompt.
!curl https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:generateMessage?key=$PALM_API_KEY \
-H 'Content-Type: application/json' \
-X POST \
-d '{ \
"prompt": {"messages": [{"content":"hi"}]} \
}'
{
"candidates": [
{
"author": "1",
"content": "Hi! How can I help you today?"
}
],
"messages": [
{
"author": "0",
"content": "hi"
}
]
}
Ví dụ sau đây cho thấy một lệnh gọi chứa các giá trị khác nhau cho các thông số.
!curl https://generativelanguage.googleapis.com/v1beta2/models/chat-bison-001:generateMessage?key=$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"
}
]
}
Các giá trị thông số có ý nghĩa như sau:
temperature: Đặt nhiệt độ là 0,1 khi tạo phản hồi.candidate_count: Chỉ trả về 1 câu trả lời của ứng viên.topP: Chỉ xem xét 80% mã thông báo hàng đầu mà mô hình trả về.topK: Xem xét 10 mã thông báo hàng đầu khi lấy mẫu.
Tìm hiểu thêm về các tham số này trong tài liệu tham khảo API cho phương thức generateMessage.
Nhúng văn bản
Sử dụng phương thức embedText để tạo một bản nhúng từ mô hình dựa trên thông báo đầu vào.
!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
]
}
}
Đếm mã thông báo
Sử dụng phương thức countMessageTokens để chạy trình tạo mã thông báo của mô hình trên chuỗi lời nhắc thông báo và lấy số lượng mã thông báo.
!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
}
Mua mô hình
Sử dụng phương thức get để lấy thông tin về một mô hình cụ thể, chẳng hạn như phiên bản, tên hiển thị, giới hạn của mã thông báo đầu vào, v.v.
curl https://generativelanguage.googleapis.com/v1beta2/models/text-bison-001?key=$PALM_API_KEY
{
"name": "models/text-bison-001",
"version": "001",
"displayName": "Text Bison",
"description": "Model targeted for text generation.",
"inputTokenLimit": 8196,
"outputTokenLimit": 1024,
"supportedGenerationMethods": [
"generateText"
],
"temperature": 0.7,
"topP": 0.95,
"topK": 40
}
Mô hình danh sách
Sử dụng phương thức list để liệt kê tất cả mô hình có sẵn thông qua PaLM API.
curl https://generativelanguage.googleapis.com/v1beta2/models?key=$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"
]
}
]
}