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The Basics of the Agents SDK #1723

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The Basics of the Agents SDK #1723

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1995485
initial commit
jhall-openai Mar 14, 2025
c4dea4a
initial commit
jhall-openai Mar 16, 2025
db6b766
removing print-> revoking key
jhall-openai Mar 16, 2025
a07ba41
most of script converted to notebook style
jhall-openai Mar 17, 2025
b66b72c
added images, improved guide description for first few sections
jhall-openai Mar 18, 2025
7d73195
improved formatting
jhall-openai Mar 18, 2025
493ebf5
UI interaction improvements. Some prompt updates. Using prefix correctly
jhall-openai Mar 18, 2025
bfd45d4
updated registry and author files
jhall-openai Mar 18, 2025
dbd487d
content clean up + formatting
jhall-openai Mar 19, 2025
956f41f
more clean up
jhall-openai Mar 19, 2025
45967cc
pushing optimizations
jhall-openai Mar 24, 2025
098dca9
clean up + optimization + diagram changes
jhall-openai Mar 24, 2025
7ae6d27
removed image
jhall-openai Mar 24, 2025
0f28df3
cleaned up logs + verified data enrichment time
jhall-openai Mar 24, 2025
1140290
resolving conflicts in registry.yaml
jhall-openai Mar 24, 2025
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5 changes: 5 additions & 0 deletions authors.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -257,3 +257,8 @@ thli-openai:
name: "Thomas Li"
website: "https://www.linkedin.com/in/thli/"
avatar: "https://avatars.githubusercontent.com/u/189043632?v=4"

jhall-openai:
name: "Josh Hall"
website: "https://www.linkedin.com/in/jhall14/"
avatar: "https://avatars.githubusercontent.com/u/198997750?v=4"
635 changes: 635 additions & 0 deletions examples/agents_sdk/basics_of_agents_sdk/basics_of_agent_sdk.ipynb
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Data Prep takes 45min to run, around 1k rows to process. This might be a bit long for anyone to wait while looking into the cookbook

Error ValueError: Expected a non-empty value for vector_store_id but received None
The CB doesn't set or create the vector store, and you need to manually add the key to a store for it to work

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The upload_cache.json files exist in your example, because of this they are blocking the file upload. Blocking a new filestore to be used. It also leads to error missmatch on missing files due to not having the right IDs being generated

deleting all caches allows to upload the files into the vector store - takes 8min

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Ran into this issue twice, which has to do with the history being persistent
image

Where if I run the prompt without any history it works

image

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Ah looks like I never pushed my update to optimize the API calls 😨. It now takes ~3 mins!

I removed the cached files.

I don't understand the last screenshot so we can chat through this tomorrow.

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35 changes: 35 additions & 0 deletions examples/agents_sdk/basics_of_agents_sdk/data/raw/Golf_Shot_Data_0.csv
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Original file line number Diff line number Diff line change
@@ -0,0 +1,35 @@
Date,Player,Club Name,Club Type,Club Speed,Attack Angle,Club Path,Club Face,Face to Path,Ball Speed,Smash Factor,Launch Angle,Launch Direction,Backspin,Sidespin,Spin Rate,Spin Rate Type,Spin Axis,Apex Height,Carry Distance,Carry Deviation Angle,Carry Deviation Distance,Total Distance,Total Deviation Angle,Total Deviation Distance,Note,Tag,Air Density,Temperature,Air Pressure,Relative Humidity
1/4/25 17:01:39,Brian,,7 Iron,74.0202231860161,2.68,5.99,10.18,4.19,100.3937049153983,1.3563010295592393,20.670000076293945,9.109999656677246,3501.38671875,-366.1570434570313,3520.47998046875,Measured,5.96999979019165,22.769027884048228,143.3070751580835,11.920000076293944,29.5931744194761,156.28827598402495,12.010000228881836,32.524058308632675,,,1.1509776,69.998,97.22,0
1/4/25 17:02:08,Brian,,7 Iron,75.8545109772682,-3.13,3.87,5.76,1.89,100.17000616237785,1.320554372730666,18.059999465942383,5.21999979019165,3549.349365234375,61.95412063598633,3549.889892578125,Measured,-1.0,19.22572114945501,140.02623535724888,5.179999828338623,12.631233441803602,154.1666635761976,5.110000133514404,13.735783091726148,,,1.1509776,69.998,97.22,0
1/4/25 17:02:52,Jason,,7 Iron,75.74266416072845,-4.96,7.18,5.95,-1.2299999999999995,87.15103739980805,1.1506201737883242,12.739999771118164,5.789999961853027,2423.862548828125,1189.5369873046875,2700.02001953125,Estimated,-26.13999938964844,6.791338429445773,91.80883042258029,0.9200000166893004,1.4654418142094272,122.10192292311784,-0.3499999940395355,-0.7545931515845936,,,1.1509776,69.998,97.22,0
1/4/25 17:03:49,Herald,,7 Iron,75.98872715711593,4.53,5.91,5.2,-0.71,96.94882091799718,1.2758316206237237,14.489999771118164,5.010000228881836,4544.12060546875,-699.406982421875,4597.6298828125,Measured,8.75,13.976377259529386,124.94531574845314,8.289999961853027,18.011809755657623,138.9107534961522,8.550000190734863,20.65835394510032,,,1.1509776,69.998,97.22,0
1/4/25 17:04:58,Jason,,7 Iron,77.08482595920563,7.36,3.77,3.15,-0.6200000000000001,102.56352735367,1.3305281042983486,,3.059999942779541,1918.6400146484373,0.0,1918.6400146484373,Measured,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0
1/4/25 17:05:42,Brian,,7 Iron,34.29223395109177,0.0,0.0,0.0,0.0,41.40569199501488,1.207436414147543,17.260000228881836,-2.190000057220459,3052.550048828125,0.0,3052.550048828125,Estimated,-0.0,2.00131232544193,23.61111060021221,-2.2100000381469727,-0.9076989933126144,29.046367786003657,-2.2100000381469727,-1.1154855114247653,,,1.1509776,69.998,97.22,0
1/4/25 17:08:56,Jason,,7 Iron,75.7650335240364,-4.19,6.9,10.15,3.25,98.76074241790592,1.3035134787681992,19.32999992370605,9.199999809265137,5117.85595703125,573.155029296875,5149.85009765625,Measured,-6.389999866485596,21.795712743955846,133.79264307310586,7.320000171661377,17.03849461556524,143.50393422348498,7.090000152587891,17.71653575886785,,,1.1509776,69.998,97.22,0
1/4/25 17:09:17,Brian,,7 Iron,76.39137569665908,2.79,3.26,6.68,3.42,104.35308324489417,1.36603225551622,15.020000457763672,5.889999866485596,3443.570556640625,-523.865234375,3483.18994140625,Measured,8.649999618530273,16.46981625908836,143.90856579234605,9.100000381469728,22.747155118092905,159.72222097474332,9.34000015258789,25.92956955803038,,,1.1509776,69.998,97.22,0
1/4/25 17:09:48,Jason,,7 Iron,76.34663697004319,0.35,2.09,6.56,4.47,102.6306412461936,1.3442719328483803,14.199999809265137,5.650000095367432,5386.2978515625,-1082.1553955078125,5493.93017578125,Measured,11.359999656677246,16.611985065994418,135.00655446690325,10.56999969482422,24.770340079121297,146.5879149589182,10.880000114440918,27.66841481934489,,,1.1509776,69.998,97.22,0
1/4/25 17:10:26,Lauren,,7 Iron,77.77827622175218,4.0,8.51,9.9,1.3900000000000006,99.7002515808872,1.2818521626351511,17.15999984741211,9.199999809265137,4462.1337890625,-68.5388412475586,4462.66015625,Measured,0.8799999952316284,18.76640349390209,135.8595798237502,10.130000114440918,23.895450299926097,147.85651035350566,10.09000015258789,25.907698877976827,,,1.1509776,69.998,97.22,0
1/4/25 17:11:02,Brian,,7 Iron,78.15855539798736,-0.86,0.0,8.39,8.39,101.8924481610784,1.303663401175173,19.26000022888184,6.889999866485596,3065.061767578125,844.2586059570312,3179.2099609375,Measured,-15.399999618530272,20.822397603863465,151.7607177263617,1.8899999856948853,4.997812817669285,160.95799261908542,1.590000033378601,4.472878428676722,,,1.1509776,69.998,97.22,0
1/4/25 17:11:34,Brian,,7 Iron,74.75841217517853,-7.65,5.18,12.54,7.359999999999999,101.0871497166745,1.3521842796741168,20.13999938964844,10.949999809265137,5946.2509765625,-999.3291015625,6029.64013671875,Measured,9.539999961853027,24.27821536053716,135.586176507014,16.34000015258789,38.13429345026316,143.70077660167226,16.459999084472656,40.71522142774165,,,1.1509776,69.998,97.22,0
1/4/25 17:12:19,Herald,,7 Iron,77.06245659589769,2.03,8.51,12.66,4.15,102.42931663509262,1.329172740653914,19.489999771118164,11.460000038146973,5727.10986328125,-377.3823547363281,5739.52978515625,Measured,3.7699999809265137,24.35476795547902,139.04199009188414,14.270000457763672,34.262903569947184,147.76901928968437,14.260000228881836,36.40638665782808,,,1.1509776,69.998,97.22,0
1/4/25 17:14:29,Brian,,7 Iron,69.5016117978096,-2.54,2.27,16.1,13.830000000000002,91.22226083919668,1.3125200765785927,21.96999931335449,13.510000228881836,2902.048583984375,-1132.044921875,3115.030029296875,Measured,21.309999465942383,18.274276689416183,122.7690276834428,20.6200008392334,43.23053110735418,137.79527163505554,21.209999084472656,49.85782900688946,,,1.1509776,69.998,97.22,0
1/4/25 17:15:13,Jason,,7 Iron,72.34252093791963,-0.88,6.2,11.71,5.510000000000001,98.8502133858792,1.3664192525265608,21.020000457763672,10.399999618530272,3060.2841796875,906.4973754882812,3191.719970703125,Measured,-16.5,21.773839978000524,140.04811229500774,5.510000228881836,13.451443392012266,155.11810177853113,4.940000057220459,13.342081648137423,,,1.1509776,69.998,97.22,0
1/4/25 17:15:53,Brian,,7 Iron,70.77666550636292,-1.14,8.74,11.95,3.209999999999999,79.03096466295028,1.1166245837880748,10.029999732971191,10.90999984741211,1329.18798828125,-763.39111328125,1532.81005859375,Estimated,29.8700008392334,2.8871391394590944,57.98337591403424,13.56999969482422,13.604548581895983,95.15529269308443,14.59000015258789,23.982939277845617,,,1.1509776,69.998,97.22,0
1/4/25 17:16:35,Lauren,,7 Iron,75.60844798088073,-1.91,10.53,15.5,4.970000000000001,100.66213488578796,1.3313609467455625,21.75,14.050000190734863,3610.933837890625,54.833946228027344,3611.35009765625,Measured,-0.8700000047683716,24.71566025013476,144.29133711066245,14.84000015258789,36.964127588376414,156.51792542524345,14.699999809265137,39.73097199057338,,,1.1509776,69.998,97.22,0
1/4/25 17:19:35,Jason,,7 Iron,72.23067412137985,-4.34,3.57,7.95,4.380000000000001,95.71850764270675,1.325178102060308,17.229999542236328,6.980000019073486,5281.81787109375,18.43709754943848,5281.85009765625,Measured,-0.2000000029802322,17.661853843979543,125.86394688775545,7.360000133514404,16.130795687437057,136.417316582495,7.309999942779541,17.355642421261223,,,1.1509776,69.998,97.22,0
1/4/25 17:19:52,Jason,,7 Iron,72.49910648107527,-1.61,3.62,3.62,0.0,106.1202564609639,1.4637457151098114,17.81999969482422,3.430000066757202,2836.89111328125,1011.8453979492188,3011.93994140625,Measured,-19.6299991607666,20.01312195073069,159.23009834206096,-3.109999895095825,-8.639544913159682,169.236653059721,-3.470000028610229,-10.25809256909713,,,1.1509776,69.998,97.22,0
1/4/25 17:20:10,Jason,,7 Iron,72.83464693069459,-0.42,3.71,8.62,4.909999999999999,101.1318894672786,1.3885134853953518,18.6299991607666,7.550000190734863,3741.154541015625,491.8680114746094,3773.35009765625,Measured,-7.489999771118164,20.713035859988626,142.0822336390138,5.300000190734863,13.134295586316284,155.18371590459356,5.039999961853027,13.626421347851306,,,1.1509776,69.998,97.22,0
1/4/25 17:20:39,Jason,,7 Iron,78.42698775768281,-0.16,7.31,5.66,-1.6499999999999997,107.86507260158396,1.3753565664775562,20.65999984741211,5.559999942779541,3755.84765625,-218.5339508056641,3762.199951171875,Measured,3.3299999237060547,27.44969341749697,158.27864345251328,7.380000114440918,20.34120718235522,170.30838938890702,7.420000076293945,22.00349984872787,,,1.1509776,69.998,97.22,0
1/4/25 17:21:10,Brian,,7 Iron,78.15855539798736,-1.22,3.08,8.78,5.699999999999999,103.70436966098714,1.3268460392201364,19.170000076293945,7.599999904632568,3519.8486328125,75.57413482666016,3520.659912109375,Measured,-1.2300000190734863,22.561240779276204,149.19071987415555,7.659999847412109,19.89282590977996,162.90463958648434,7.570000171661377,21.456693215255427,,,1.1509776,69.998,97.22,0
1/4/25 17:21:44,Jason,,7 Iron,79.76914955615996,1.31,5.92,7.58,1.66,100.79635413760025,1.2636007115336798,16.489999771118164,6.96999979019165,5189.10693359375,556.3875732421875,5218.85009765625,Measured,-6.119999885559082,19.07261595957129,135.34558025330898,4.96999979019165,11.723534513675418,146.0629852632046,4.760000228881836,12.117234914313258,,,1.1509776,69.998,97.22,0
1/4/25 17:21:47,Herald,,7 Iron,0.0,0.0,0.0,0.0,0.0,68.15944846335015,inf,,-3.9700000286102295,2198.419921875,0.0,2198.419921875,Estimated,-0.0,,,,,,,,,,1.1509776,69.998,97.22,0
1/4/25 17:23:23,Lauren,,7 Iron,77.26378086566925,-5.61,11.67,15.48,3.810000000000001,104.12938449187368,1.3477127746688056,22.26000022888184,14.18000030517578,4497.3525390625,-15.698784828186035,4497.3798828125,Measured,0.2000000029802322,28.41207217461169,147.55029997373822,15.710000038146973,39.949691306519526,157.3381353754521,15.59000015258789,42.27908873321712,,,1.1509776,69.998,97.22,0
1/4/25 17:26:45,Brian,,7 Iron,80.3731223654747,-2.1,4.78,8.31,3.53,108.44667229296738,1.3492902739280914,19.290000915527344,7.420000076293945,3568.644287109375,344.2499694824219,3585.2099609375,Measured,-5.510000228881836,25.40463569051326,159.28476565563687,5.829999923706055,16.163603793419156,173.32677268549196,5.610000133514404,16.94006925466806,,,1.1509776,69.998,97.22,0
1/4/25 17:27:09,Lauren,,7 Iron,78.8520056605339,-3.03,5.14,11.55,6.410000000000001,101.62401819068872,1.2887943348986035,20.450000762939453,10.130000114440918,2752.31591796875,17.293537139892578,2752.3701171875,Measured,-0.3600000143051147,22.123795889678604,148.9391934951782,10.619999885559082,27.44969341749697,165.2012174347401,10.529999732971191,30.194662967836848,,,1.1509776,69.998,97.22,0
1/4/25 17:27:30,Herald,,7 Iron,78.51646521091462,-1.22,7.83,5.65,-2.18,107.21635901767696,1.3655270742215322,15.399999618530272,5.619999885559082,5683.70947265625,371.5337524414063,5695.83984375,Measured,-3.740000009536743,21.259842493461065,146.11766926399469,4.389999866485596,11.187663220229751,155.99299572952987,4.260000228881836,11.581364663818476,,,1.1509776,69.998,97.22,0
1/4/25 17:28:08,Brian,,7 Iron,80.64155472517012,-4.62,1.85,12.35,10.5,107.79795870906035,1.33675446953423,19.76000022888184,10.380000114440918,4219.5859375,5.891656398773193,4219.58984375,Measured,-0.0799999982118606,26.64041985026597,160.40025586034062,11.229999542236328,31.22265793691577,167.56342609627245,11.170000076293944,32.46937847964614,,,1.1509776,69.998,97.22,0
1/4/25 17:28:22,Brian,,7 Iron,0.0,0.0,0.0,0.0,0.0,101.55691283140004,inf,16.780000686645508,-6.110000133514404,6115.06005859375,0.0,6115.06005859375,Estimated,-0.0,20.60367411611378,135.27995778363947,-6.599999904632568,-15.551180947982516,144.28039029817592,-6.559999942779541,-16.480751599115138,,,1.1509776,69.998,97.22,0
1/4/25 17:28:34,Jason,,7 Iron,79.9928431892395,3.29,3.95,8.92,4.97,105.18074729798263,1.3148769702954048,11.369999885559082,7.820000171661377,4643.08349609375,-1079.6251220703125,4766.9501953125,Measured,13.09000015258789,12.915573141517484,135.20340518869762,12.949999809265137,30.30402262580992,150.73271858547923,13.399999618530272,34.93000833027213,,,1.1509776,69.998,97.22,0
1/4/25 17:29:03,Jason,,7 Iron,71.96224176168442,-7.01,11.32,8.92,-2.4000000000000004,81.37974610363835,1.1308673008428731,8.890000343322754,8.739999771118164,1790.3812255859375,-561.4146118164062,1876.3399658203125,Estimated,17.40999984741211,2.777777656321973,61.70165851856473,10.640000343322754,11.395450325001775,100.01092992466693,11.350000381469728,19.68503880500793,,,1.1509776,69.998,97.22,0
1/4/25 17:29:41,Brian,,7 Iron,75.58607861757278,-4.27,5.51,16.62,11.11,100.30422541419011,1.327019832867354,22.809999465942383,14.34000015258789,3475.936279296875,-348.1699523925781,3493.330078125,Measured,5.71999979019165,25.59055002932996,144.3460211114525,17.670000076293945,43.82108327273727,156.51792542524345,17.700000762939453,47.5831114091784,,,1.1509776,69.998,97.22,0
1/4/25 17:30:34,Lauren,,7 Iron,72.34252093791963,-3.83,9.82,8.35,-1.4700000000000006,93.54867667120016,1.293135426556098,15.779999732971191,8.09000015258789,4527.4580078125,81.39838409423828,4528.18994140625,Measured,-1.0299999713897705,14.31539783118069,120.38495042775868,8.149999618530273,17.060367381520564,133.6286077579498,8.0600004196167,18.744530727946767,,,1.1509776,69.998,97.22,0
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