chore: import upstream snapshot with attribution
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This commit is contained in:
wehub-resource-sync
@@ -0,0 +1,45 @@
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module adkgo-quickstart
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go 1.25.0
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require (
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github.com/googleapis/mcp-toolbox-sdk-go/tbadk v0.6.0
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google.golang.org/adk v0.3.0
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google.golang.org/genai v1.45.0
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)
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require (
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cloud.google.com/go v0.123.0 // indirect
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cloud.google.com/go/auth v0.18.1 // indirect
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cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
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cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
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github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
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github.com/felixge/httpsnoop v1.0.4 // indirect
|
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github.com/go-logr/logr v1.4.3 // indirect
|
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github.com/go-logr/stdr v1.2.2 // indirect
|
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github.com/google/go-cmp v0.7.0 // indirect
|
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github.com/google/s2a-go v0.1.9 // indirect
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github.com/google/safehtml v0.1.0 // indirect
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github.com/google/uuid v1.6.0 // indirect
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github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
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github.com/googleapis/gax-go/v2 v2.16.0 // indirect
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github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 // indirect
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github.com/gorilla/websocket v1.5.3 // indirect
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go.opentelemetry.io/auto/sdk v1.2.1 // indirect
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go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
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go.opentelemetry.io/otel v1.43.0 // indirect
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go.opentelemetry.io/otel/metric v1.43.0 // indirect
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go.opentelemetry.io/otel/sdk v1.43.0 // indirect
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go.opentelemetry.io/otel/trace v1.43.0 // indirect
|
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golang.org/x/crypto v0.47.0 // indirect
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golang.org/x/net v0.49.0 // indirect
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golang.org/x/oauth2 v0.34.0 // indirect
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golang.org/x/sys v0.42.0 // indirect
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golang.org/x/text v0.33.0 // indirect
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google.golang.org/api v0.265.0 // indirect
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google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 // indirect
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google.golang.org/grpc v1.79.3 // indirect
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google.golang.org/protobuf v1.36.11 // indirect
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rsc.io/omap v1.2.0 // indirect
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rsc.io/ordered v1.1.1 // indirect
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)
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@@ -0,0 +1,134 @@
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cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
|
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cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
|
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cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
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cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
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cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
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cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
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cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
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cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
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cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
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cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
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cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
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cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
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cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
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cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
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cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
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cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
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cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
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github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
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github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5 h1:6xNmx7iTtyBRev0+D/Tv1FZd4SCg8axKApyNyRsAt/w=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5/go.mod h1:KdCmV+x/BuvyMxRnYBlmVaq4OLiKW6iRQfvC62cvdkI=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/envoyproxy/go-control-plane v0.14.0 h1:hbG2kr4RuFj222B6+7T83thSPqLjwBIfQawTkC++2HA=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0 h1:yg/JjO5E7ubRyKX3m07GF3reDNEnfOboJ0QySbH736g=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0/go.mod h1:ty89S1YCCVruQAm9OtKeEkQLTb+Lkz0k8v9W0Oxsv98=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0 h1:TvGH1wof4H33rezVKWSpqKz5NXWg5VPuZ0uONDT6eb4=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0/go.mod h1:HvYl7zwPa5mffgyeTUHA9zHIH36nmrm7oCbo4YKoSWA=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/jsonschema-go v0.3.0 h1:6AH2TxVNtk3IlvkkhjrtbUc4S8AvO0Xii0DxIygDg+Q=
|
||||
github.com/google/jsonschema-go v0.3.0/go.mod h1:r5quNTdLOYEz95Ru18zA0ydNbBuYoo9tgaYcxEYhJVE=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/safehtml v0.1.0 h1:EwLKo8qawTKfsi0orxcQAZzu07cICaBeFMegAU9eaT8=
|
||||
github.com/google/safehtml v0.1.0/go.mod h1:L4KWwDsUJdECRAEpZoBn3O64bQaywRscowZjJAzjHnU=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 h1:RgO6nEjldaORHgHVcTisxDsYHXLBki1/qIoyjdCVhuw=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2/go.mod h1:aIdj9c1UgMC9cCS6ZrT4x0TraBFg6R/Nt1CiOHOaMfk=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/tbadk v0.6.0 h1:ckkDvuMnNlG6NB+GOvzBk9nVqw2niz2IpnlrlUb4ONk=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/tbadk v0.6.0/go.mod h1:/CCFw4zUiRpPdr6DaiksLR0AblH1OMAFdfNfXbtqE20=
|
||||
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
|
||||
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0 h1:kWRNZMsfBHZ+uHjiH4y7Etn2FK26LAGkNFw7RHv1DhE=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0/go.mod h1:t/OGqzHBa5v6RHZwrDBJ2OirWc+4q/w2fTbLZwAKjTk=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.43.0 h1:mYIM03dnh5zfN7HautFE4ieIig9amkNANT+xcVxAj9I=
|
||||
go.opentelemetry.io/otel v1.43.0/go.mod h1:JuG+u74mvjvcm8vj8pI5XiHy1zDeoCS2LB1spIq7Ay0=
|
||||
go.opentelemetry.io/otel/metric v1.43.0 h1:d7638QeInOnuwOONPp4JAOGfbCEpYb+K6DVWvdxGzgM=
|
||||
go.opentelemetry.io/otel/metric v1.43.0/go.mod h1:RDnPtIxvqlgO8GRW18W6Z/4P462ldprJtfxHxyKd2PY=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0 h1:pi5mE86i5rTeLXqoF/hhiBtUNcrAGHLKQdhg4h4V9Dg=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0/go.mod h1:P+IkVU3iWukmiit/Yf9AWvpyRDlUeBaRg6Y+C58QHzg=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0 h1:S88dyqXjJkuBNLeMcVPRFXpRw2fuwdvfCGLEo89fDkw=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0/go.mod h1:C/RJtwSEJ5hzTiUz5pXF1kILHStzb9zFlIEe85bhj6A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0 h1:BkNrHpup+4k4w+ZZ86CZoHHEkohws8AY+WTX09nk+3A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0/go.mod h1:/QJhyVBUUswCphDVxq+8mld+AvhXZLhe+8WVFxiFff0=
|
||||
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
|
||||
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
|
||||
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
|
||||
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
|
||||
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
|
||||
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
|
||||
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
|
||||
golang.org/x/sys v0.42.0 h1:omrd2nAlyT5ESRdCLYdm3+fMfNFE/+Rf4bDIQImRJeo=
|
||||
golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
|
||||
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
|
||||
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
|
||||
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/adk v0.3.0 h1:gitgAKnET1F1+fFZc7VSAEo7cjK+D39mnRyqIRTzyzY=
|
||||
google.golang.org/adk v0.3.0/go.mod h1:iE1Kgc8JtYHiNxfdLa9dxcV4DqTn0D8q4eqhBi012Ak=
|
||||
google.golang.org/api v0.265.0 h1:FZvfUdI8nfmuNrE34aOWFPmLC+qRBEiNm3JdivTvAAU=
|
||||
google.golang.org/api v0.265.0/go.mod h1:uAvfEl3SLUj/7n6k+lJutcswVojHPp2Sp08jWCu8hLY=
|
||||
google.golang.org/genai v1.45.0 h1:s80ZpS42XW0zu/ogiOtenCio17nJ7reEFJjoCftukpA=
|
||||
google.golang.org/genai v1.45.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 h1:H86B94AW+VfJWDqFeEbBPhEtHzJwJfTbgE2lZa54ZAQ=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE=
|
||||
google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
rsc.io/omap v1.2.0 h1:c1M8jchnHbzmJALzGLclfH3xDWXrPxSUHXzH5C+8Kdw=
|
||||
rsc.io/omap v1.2.0/go.mod h1:C8pkI0AWexHopQtZX+qiUeJGzvc8HkdgnsWK4/mAa00=
|
||||
rsc.io/ordered v1.1.1 h1:1kZM6RkTmceJgsFH/8DLQvkCVEYomVDJfBRLT595Uak=
|
||||
rsc.io/ordered v1.1.1/go.mod h1:evAi8739bWVBRG9aaufsjVc202+6okf8u2QeVL84BCM=
|
||||
@@ -0,0 +1,132 @@
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"log"
|
||||
"os"
|
||||
"strings"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/tbadk"
|
||||
"google.golang.org/adk/agent"
|
||||
"google.golang.org/adk/agent/llmagent"
|
||||
"google.golang.org/adk/model/gemini"
|
||||
"google.golang.org/adk/runner"
|
||||
"google.golang.org/adk/session"
|
||||
"google.golang.org/adk/tool"
|
||||
"google.golang.org/genai"
|
||||
)
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`
|
||||
|
||||
var queriesAdk = []string{
|
||||
"Find hotels in Basel. ",
|
||||
"Find hotels with Basel in its name.",
|
||||
"Can you book the hotel Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it.",
|
||||
"Please book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
}
|
||||
|
||||
func main() {
|
||||
genaiKey := os.Getenv("GEMINI_API_KEY")
|
||||
toolboxURL := "http://localhost:5000"
|
||||
ctx := context.Background()
|
||||
|
||||
// Initialize the MCP Toolbox client.
|
||||
toolboxClient, err := tbadk.NewToolboxClient(toolboxURL)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create MCP Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
// Load the tools using the MCP Toolbox SDK.
|
||||
toolsetName := "my-toolset"
|
||||
mcpTools, err := toolboxClient.LoadToolset(toolsetName, ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load MCP toolset '%s': %v\nMake sure your Toolbox server is running.", toolsetName, err)
|
||||
}
|
||||
|
||||
// Set up the Gemini Model
|
||||
model, err := gemini.NewModel(ctx, "gemini-2.5-flash", &genai.ClientConfig{
|
||||
APIKey: genaiKey,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create model: %v", err)
|
||||
}
|
||||
|
||||
// Type Cast the ToolboxTools
|
||||
tools := make([]tool.Tool, len(mcpTools))
|
||||
for i := range mcpTools {
|
||||
tools[i] = &mcpTools[i]
|
||||
}
|
||||
|
||||
// Create an llm agent
|
||||
llmagent, err := llmagent.New(llmagent.Config{
|
||||
Name: "hotel_assistant",
|
||||
Model: model,
|
||||
Description: "Agent to answer questions about hotels.",
|
||||
Instruction: systemPrompt,
|
||||
Tools: tools,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create agent: %v", err)
|
||||
}
|
||||
|
||||
appName := "hotel_assistant"
|
||||
userID := "user-123"
|
||||
|
||||
// Create a session service
|
||||
sessionService := session.InMemoryService()
|
||||
resp, err := sessionService.Create(ctx, &session.CreateRequest{
|
||||
AppName: appName,
|
||||
UserID: userID,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create the session service: %v", err)
|
||||
}
|
||||
session := resp.Session
|
||||
|
||||
// Configure the runner
|
||||
r, err := runner.New(runner.Config{
|
||||
AppName: appName,
|
||||
Agent: llmagent,
|
||||
SessionService: sessionService,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create runner: %v", err)
|
||||
}
|
||||
|
||||
// Loop through queries to the llm agent
|
||||
for i, query := range queriesAdk {
|
||||
fmt.Printf("\n=== Query %d: %s ===\n", i+1, query)
|
||||
userMsg := genai.NewContentFromText(query, genai.RoleUser)
|
||||
|
||||
streamingMode := agent.StreamingModeSSE
|
||||
for event, err := range r.Run(ctx, userID, session.ID(), userMsg, agent.RunConfig{
|
||||
StreamingMode: streamingMode,
|
||||
}) {
|
||||
if err != nil {
|
||||
fmt.Printf("\nAGENT_ERROR: %v\n", err)
|
||||
} else {
|
||||
if event.LLMResponse.Content != nil {
|
||||
for _, p := range event.LLMResponse.Content.Parts {
|
||||
// if its running in streaming mode, don't print the non partial llmResponses
|
||||
if streamingMode != agent.StreamingModeSSE || event.LLMResponse.Partial {
|
||||
fmt.Print(p.Text)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
fmt.Println("\n" + strings.Repeat("-", 80) + "\n")
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,39 @@
|
||||
module genai-quickstart
|
||||
|
||||
go 1.24.6
|
||||
|
||||
require (
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2
|
||||
google.golang.org/genai v1.36.0
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go v0.123.0 // indirect
|
||||
cloud.google.com/go/auth v0.18.1 // indirect
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/google/go-cmp v0.7.0 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
|
||||
github.com/gorilla/websocket v1.5.3 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.41.0 // indirect
|
||||
golang.org/x/crypto v0.47.0 // indirect
|
||||
golang.org/x/net v0.49.0 // indirect
|
||||
golang.org/x/oauth2 v0.34.0 // indirect
|
||||
golang.org/x/sys v0.40.0 // indirect
|
||||
golang.org/x/text v0.33.0 // indirect
|
||||
google.golang.org/api v0.265.0 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 // indirect
|
||||
google.golang.org/grpc v1.79.3 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
)
|
||||
@@ -0,0 +1,118 @@
|
||||
cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
|
||||
cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
||||
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
||||
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
||||
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
||||
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
||||
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
||||
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
||||
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5 h1:6xNmx7iTtyBRev0+D/Tv1FZd4SCg8axKApyNyRsAt/w=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5/go.mod h1:KdCmV+x/BuvyMxRnYBlmVaq4OLiKW6iRQfvC62cvdkI=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/envoyproxy/go-control-plane v0.14.0 h1:hbG2kr4RuFj222B6+7T83thSPqLjwBIfQawTkC++2HA=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0 h1:yg/JjO5E7ubRyKX3m07GF3reDNEnfOboJ0QySbH736g=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0/go.mod h1:ty89S1YCCVruQAm9OtKeEkQLTb+Lkz0k8v9W0Oxsv98=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0 h1:TvGH1wof4H33rezVKWSpqKz5NXWg5VPuZ0uONDT6eb4=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0/go.mod h1:HvYl7zwPa5mffgyeTUHA9zHIH36nmrm7oCbo4YKoSWA=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 h1:RgO6nEjldaORHgHVcTisxDsYHXLBki1/qIoyjdCVhuw=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2/go.mod h1:aIdj9c1UgMC9cCS6ZrT4x0TraBFg6R/Nt1CiOHOaMfk=
|
||||
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
|
||||
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0 h1:kWRNZMsfBHZ+uHjiH4y7Etn2FK26LAGkNFw7RHv1DhE=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0/go.mod h1:t/OGqzHBa5v6RHZwrDBJ2OirWc+4q/w2fTbLZwAKjTk=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.41.0 h1:YlEwVsGAlCvczDILpUXpIpPSL/VPugt7zHThEMLce1c=
|
||||
go.opentelemetry.io/otel v1.41.0/go.mod h1:Yt4UwgEKeT05QbLwbyHXEwhnjxNO6D8L5PQP51/46dE=
|
||||
go.opentelemetry.io/otel/metric v1.41.0 h1:rFnDcs4gRzBcsO9tS8LCpgR0dxg4aaxWlJxCno7JlTQ=
|
||||
go.opentelemetry.io/otel/metric v1.41.0/go.mod h1:xPvCwd9pU0VN8tPZYzDZV/BMj9CM9vs00GuBjeKhJps=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0 h1:nMLYcjVsvdui1B/4FRkwjzoRVsMK8uL/cj0OyhKzt18=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0/go.mod h1:vDojkC4/jsTJsE+kh+LXYQlbL8CgrEcwmt1ENZszdJE=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0 h1:cXMVVFVgsIf2YL6QkRF4Urbr/aMInf+2WKg+sEJTtB8=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0/go.mod h1:xq9HEVH7qeX69/JnwEfp6fVq5wosJsY1mt4lLfYdVew=
|
||||
go.opentelemetry.io/otel/trace v1.41.0 h1:Vbk2co6bhj8L59ZJ6/xFTskY+tGAbOnCtQGVVa9TIN0=
|
||||
go.opentelemetry.io/otel/trace v1.41.0/go.mod h1:U1NU4ULCoxeDKc09yCWdWe+3QoyweJcISEVa1RBzOis=
|
||||
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
|
||||
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
|
||||
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
|
||||
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
|
||||
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
|
||||
golang.org/x/sys v0.40.0 h1:DBZZqJ2Rkml6QMQsZywtnjnnGvHza6BTfYFWY9kjEWQ=
|
||||
golang.org/x/sys v0.40.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
|
||||
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
|
||||
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/api v0.265.0 h1:FZvfUdI8nfmuNrE34aOWFPmLC+qRBEiNm3JdivTvAAU=
|
||||
google.golang.org/api v0.265.0/go.mod h1:uAvfEl3SLUj/7n6k+lJutcswVojHPp2Sp08jWCu8hLY=
|
||||
google.golang.org/genai v1.36.0 h1:sJCIjqTAmwrtAIaemtTiKkg2TO1RxnYEusTmEQ3nGxM=
|
||||
google.golang.org/genai v1.36.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 h1:H86B94AW+VfJWDqFeEbBPhEtHzJwJfTbgE2lZa54ZAQ=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE=
|
||||
google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
@@ -0,0 +1,174 @@
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"log"
|
||||
"os"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/core"
|
||||
"google.golang.org/genai"
|
||||
)
|
||||
|
||||
// ConvertToGenaiTool translates a ToolboxTool into the genai.FunctionDeclaration format.
|
||||
func ConvertToGenaiTool(toolboxTool *core.ToolboxTool) *genai.Tool {
|
||||
|
||||
inputschema, err := toolboxTool.InputSchema()
|
||||
if err != nil {
|
||||
return &genai.Tool{}
|
||||
}
|
||||
|
||||
var paramsSchema *genai.Schema
|
||||
_ = json.Unmarshal(inputschema, ¶msSchema)
|
||||
// First, create the function declaration.
|
||||
funcDeclaration := &genai.FunctionDeclaration{
|
||||
Name: toolboxTool.Name(),
|
||||
Description: toolboxTool.Description(),
|
||||
Parameters: paramsSchema,
|
||||
}
|
||||
|
||||
// Then, wrap the function declaration in a genai.Tool struct.
|
||||
return &genai.Tool{
|
||||
FunctionDeclarations: []*genai.FunctionDeclaration{funcDeclaration},
|
||||
}
|
||||
}
|
||||
|
||||
func printResponse(resp *genai.GenerateContentResponse) {
|
||||
for _, cand := range resp.Candidates {
|
||||
if cand.Content != nil {
|
||||
for _, part := range cand.Content.Parts {
|
||||
fmt.Println(part.Text)
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`
|
||||
|
||||
var queries = []string{
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the hotel Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it.",
|
||||
"Please book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
}
|
||||
|
||||
func main() {
|
||||
// Setup
|
||||
ctx := context.Background()
|
||||
apiKey := os.Getenv("GOOGLE_API_KEY")
|
||||
toolboxURL := "http://localhost:5000"
|
||||
|
||||
// Initialize the Google GenAI client using the explicit ClientConfig.
|
||||
client, err := genai.NewClient(ctx, &genai.ClientConfig{
|
||||
APIKey: apiKey,
|
||||
})
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Google GenAI client: %v", err)
|
||||
}
|
||||
|
||||
// Initialize the MCP Toolbox client.
|
||||
toolboxClient, err := core.NewToolboxClient(toolboxURL)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
// Load the tool using the MCP Toolbox SDK.
|
||||
tools, err := toolboxClient.LoadToolset("my-toolset", ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load tools: %v\nMake sure your Toolbox server is running and the tool is configured.", err)
|
||||
}
|
||||
|
||||
genAITools := make([]*genai.Tool, len(tools))
|
||||
toolsMap := make(map[string]*core.ToolboxTool, len(tools))
|
||||
|
||||
for i, tool := range tools {
|
||||
genAITools[i] = ConvertToGenaiTool(tool)
|
||||
toolsMap[tool.Name()] = tool
|
||||
}
|
||||
|
||||
// Set up the generative model with the available tool.
|
||||
modelName := "gemini-2.0-flash"
|
||||
|
||||
// Create the initial content prompt for the model.
|
||||
messageHistory := []*genai.Content{
|
||||
genai.NewContentFromText(systemPrompt, genai.RoleUser),
|
||||
}
|
||||
config := &genai.GenerateContentConfig{
|
||||
Tools: genAITools,
|
||||
ToolConfig: &genai.ToolConfig{
|
||||
FunctionCallingConfig: &genai.FunctionCallingConfig{
|
||||
Mode: genai.FunctionCallingConfigModeAny,
|
||||
},
|
||||
},
|
||||
}
|
||||
|
||||
for _, query := range queries {
|
||||
|
||||
messageHistory = append(messageHistory, genai.NewContentFromText(query, genai.RoleUser))
|
||||
|
||||
genContentResp, err := client.Models.GenerateContent(ctx, modelName, messageHistory, config)
|
||||
if err != nil {
|
||||
log.Fatalf("LLM call failed for query '%s': %v", query, err)
|
||||
}
|
||||
|
||||
if len(genContentResp.Candidates) > 0 && genContentResp.Candidates[0].Content != nil {
|
||||
messageHistory = append(messageHistory, genContentResp.Candidates[0].Content)
|
||||
}
|
||||
|
||||
functionCalls := genContentResp.FunctionCalls()
|
||||
|
||||
toolResponseParts := []*genai.Part{}
|
||||
|
||||
for _, fc := range functionCalls {
|
||||
|
||||
toolToInvoke, found := toolsMap[fc.Name]
|
||||
if !found {
|
||||
log.Fatalf("Tool '%s' not found in loaded tools map. Check toolset configuration.", fc.Name)
|
||||
}
|
||||
|
||||
toolResult, invokeErr := toolToInvoke.Invoke(ctx, fc.Args)
|
||||
if invokeErr != nil {
|
||||
log.Fatalf("Failed to execute tool '%s': %v", fc.Name, invokeErr)
|
||||
}
|
||||
|
||||
// Enhanced Tool Result Handling (retained to prevent nil issues)
|
||||
toolResultString := ""
|
||||
if toolResult != nil {
|
||||
jsonBytes, marshalErr := json.Marshal(toolResult)
|
||||
if marshalErr == nil {
|
||||
toolResultString = string(jsonBytes)
|
||||
} else {
|
||||
toolResultString = fmt.Sprintf("%v", toolResult)
|
||||
}
|
||||
}
|
||||
|
||||
responseMap := map[string]any{"result": toolResultString}
|
||||
|
||||
toolResponseParts = append(toolResponseParts, genai.NewPartFromFunctionResponse(fc.Name, responseMap))
|
||||
}
|
||||
// Add all accumulated tool responses for this turn to the message history.
|
||||
toolResponseContent := genai.NewContentFromParts(toolResponseParts, "function")
|
||||
messageHistory = append(messageHistory, toolResponseContent)
|
||||
|
||||
finalResponse, err := client.Models.GenerateContent(ctx, modelName, messageHistory, &genai.GenerateContentConfig{})
|
||||
if err != nil {
|
||||
log.Fatalf("Error calling GenerateContent (with function result): %v", err)
|
||||
}
|
||||
|
||||
printResponse(finalResponse)
|
||||
// Add the final textual response from the LLM to the history
|
||||
if len(finalResponse.Candidates) > 0 && finalResponse.Candidates[0].Content != nil {
|
||||
messageHistory = append(messageHistory, finalResponse.Candidates[0].Content)
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,55 @@
|
||||
module genkit-quickstart
|
||||
|
||||
go 1.25.0
|
||||
|
||||
require (
|
||||
github.com/firebase/genkit/go v1.4.0
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit v0.6.0
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go v0.123.0 // indirect
|
||||
cloud.google.com/go/auth v0.18.1 // indirect
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
github.com/bahlo/generic-list-go v0.2.0 // indirect
|
||||
github.com/buger/jsonparser v1.1.2 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/goccy/go-yaml v1.17.1 // indirect
|
||||
github.com/google/dotprompt/go v0.0.0-20251014011017-8d056e027254 // indirect
|
||||
github.com/google/go-cmp v0.7.0 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
|
||||
github.com/gorilla/websocket v1.5.3 // indirect
|
||||
github.com/invopop/jsonschema v0.13.0 // indirect
|
||||
github.com/mailru/easyjson v0.9.0 // indirect
|
||||
github.com/mbleigh/raymond v0.0.0-20250414171441-6b3a58ab9e0a // indirect
|
||||
github.com/wk8/go-ordered-map/v2 v2.1.8 // indirect
|
||||
github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb // indirect
|
||||
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 // indirect
|
||||
github.com/xeipuuv/gojsonschema v1.2.0 // indirect
|
||||
github.com/yosida95/uritemplate/v3 v3.0.2 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel v1.43.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.43.0 // indirect
|
||||
go.opentelemetry.io/otel/sdk v1.43.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.43.0 // indirect
|
||||
golang.org/x/crypto v0.47.0 // indirect
|
||||
golang.org/x/net v0.49.0 // indirect
|
||||
golang.org/x/oauth2 v0.34.0 // indirect
|
||||
golang.org/x/sys v0.42.0 // indirect
|
||||
golang.org/x/text v0.33.0 // indirect
|
||||
google.golang.org/api v0.265.0 // indirect
|
||||
google.golang.org/genai v1.41.0 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 // indirect
|
||||
google.golang.org/grpc v1.79.3 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
gopkg.in/yaml.v3 v3.0.1 // indirect
|
||||
)
|
||||
@@ -0,0 +1,162 @@
|
||||
cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
|
||||
cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
||||
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
||||
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
||||
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
||||
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
||||
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
||||
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
||||
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/bahlo/generic-list-go v0.2.0 h1:5sz/EEAK+ls5wF+NeqDpk5+iNdMDXrh3z3nPnH1Wvgk=
|
||||
github.com/bahlo/generic-list-go v0.2.0/go.mod h1:2KvAjgMlE5NNynlg/5iLrrCCZ2+5xWbdbCW3pNTGyYg=
|
||||
github.com/buger/jsonparser v1.1.2 h1:frqHqw7otoVbk5M8LlE/L7HTnIq2v9RX6EJ48i9AxJk=
|
||||
github.com/buger/jsonparser v1.1.2/go.mod h1:6RYKKt7H4d4+iWqouImQ9R2FZql3VbhNgx27UK13J/0=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5 h1:6xNmx7iTtyBRev0+D/Tv1FZd4SCg8axKApyNyRsAt/w=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5/go.mod h1:KdCmV+x/BuvyMxRnYBlmVaq4OLiKW6iRQfvC62cvdkI=
|
||||
github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/envoyproxy/go-control-plane v0.14.0 h1:hbG2kr4RuFj222B6+7T83thSPqLjwBIfQawTkC++2HA=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0 h1:yg/JjO5E7ubRyKX3m07GF3reDNEnfOboJ0QySbH736g=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0/go.mod h1:ty89S1YCCVruQAm9OtKeEkQLTb+Lkz0k8v9W0Oxsv98=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0 h1:TvGH1wof4H33rezVKWSpqKz5NXWg5VPuZ0uONDT6eb4=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0/go.mod h1:HvYl7zwPa5mffgyeTUHA9zHIH36nmrm7oCbo4YKoSWA=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/firebase/genkit/go v1.4.0 h1:CP1hNWk7z0hosyY53zMH6MFKFO1fMLtj58jGPllQo6I=
|
||||
github.com/firebase/genkit/go v1.4.0/go.mod h1:HX6m7QOaGc3MDNr/DrpQZrzPLzxeuLxrkTvfFtCYlGw=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/goccy/go-yaml v1.17.1 h1:LI34wktB2xEE3ONG/2Ar54+/HJVBriAGJ55PHls4YuY=
|
||||
github.com/goccy/go-yaml v1.17.1/go.mod h1:XBurs7gK8ATbW4ZPGKgcbrY1Br56PdM69F7LkFRi1kA=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/dotprompt/go v0.0.0-20251014011017-8d056e027254 h1:okN800+zMJOGHLJCgry+OGzhhtH6YrjQh1rluHmOacE=
|
||||
github.com/google/dotprompt/go v0.0.0-20251014011017-8d056e027254/go.mod h1:k8cjJAQWc//ac/bMnzItyOFbfT01tgRTZGgxELCuxEQ=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 h1:RgO6nEjldaORHgHVcTisxDsYHXLBki1/qIoyjdCVhuw=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2/go.mod h1:aIdj9c1UgMC9cCS6ZrT4x0TraBFg6R/Nt1CiOHOaMfk=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit v0.6.0 h1:rHsn35szMNM/XZ4yRm4XX6l3fSUUZh2IgO5Ny0Nmmlc=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit v0.6.0/go.mod h1:uBXIcLYu/cokhL4d1Yf1DdHMvD8GGKCJvcG4oWO5zRA=
|
||||
github.com/gorilla/websocket v1.5.3 h1:saDtZ6Pbx/0u+bgYQ3q96pZgCzfhKXGPqt7kZ72aNNg=
|
||||
github.com/gorilla/websocket v1.5.3/go.mod h1:YR8l580nyteQvAITg2hZ9XVh4b55+EU/adAjf1fMHhE=
|
||||
github.com/invopop/jsonschema v0.13.0 h1:KvpoAJWEjR3uD9Kbm2HWJmqsEaHt8lBUpd0qHcIi21E=
|
||||
github.com/invopop/jsonschema v0.13.0/go.mod h1:ffZ5Km5SWWRAIN6wbDXItl95euhFz2uON45H2qjYt+0=
|
||||
github.com/kr/pretty v0.3.1 h1:flRD4NNwYAUpkphVc1HcthR4KEIFJ65n8Mw5qdRn3LE=
|
||||
github.com/kr/pretty v0.3.1/go.mod h1:hoEshYVHaxMs3cyo3Yncou5ZscifuDolrwPKZanG3xk=
|
||||
github.com/kr/text v0.2.0 h1:5Nx0Ya0ZqY2ygV366QzturHI13Jq95ApcVaJBhpS+AY=
|
||||
github.com/kr/text v0.2.0/go.mod h1:eLer722TekiGuMkidMxC/pM04lWEeraHUUmBw8l2grE=
|
||||
github.com/mailru/easyjson v0.9.0 h1:PrnmzHw7262yW8sTBwxi1PdJA3Iw/EKBa8psRf7d9a4=
|
||||
github.com/mailru/easyjson v0.9.0/go.mod h1:1+xMtQp2MRNVL/V1bOzuP3aP8VNwRW55fQUto+XFtTU=
|
||||
github.com/mbleigh/raymond v0.0.0-20250414171441-6b3a58ab9e0a h1:v2cBA3xWKv2cIOVhnzX/gNgkNXqiHfUgJtA3r61Hf7A=
|
||||
github.com/mbleigh/raymond v0.0.0-20250414171441-6b3a58ab9e0a/go.mod h1:Y6ghKH+ZijXn5d9E7qGGZBmjitx7iitZdQiIW97EpTU=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ=
|
||||
github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME=
|
||||
github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
github.com/wk8/go-ordered-map/v2 v2.1.8 h1:5h/BUHu93oj4gIdvHHHGsScSTMijfx5PeYkE/fJgbpc=
|
||||
github.com/wk8/go-ordered-map/v2 v2.1.8/go.mod h1:5nJHM5DyteebpVlHnWMV0rPz6Zp7+xBAnxjb1X5vnTw=
|
||||
github.com/xeipuuv/gojsonpointer v0.0.0-20180127040702-4e3ac2762d5f/go.mod h1:N2zxlSyiKSe5eX1tZViRH5QA0qijqEDrYZiPEAiq3wU=
|
||||
github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb h1:zGWFAtiMcyryUHoUjUJX0/lt1H2+i2Ka2n+D3DImSNo=
|
||||
github.com/xeipuuv/gojsonpointer v0.0.0-20190905194746-02993c407bfb/go.mod h1:N2zxlSyiKSe5eX1tZViRH5QA0qijqEDrYZiPEAiq3wU=
|
||||
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415 h1:EzJWgHovont7NscjpAxXsDA8S8BMYve8Y5+7cuRE7R0=
|
||||
github.com/xeipuuv/gojsonreference v0.0.0-20180127040603-bd5ef7bd5415/go.mod h1:GwrjFmJcFw6At/Gs6z4yjiIwzuJ1/+UwLxMQDVQXShQ=
|
||||
github.com/xeipuuv/gojsonschema v1.2.0 h1:LhYJRs+L4fBtjZUfuSZIKGeVu0QRy8e5Xi7D17UxZ74=
|
||||
github.com/xeipuuv/gojsonschema v1.2.0/go.mod h1:anYRn/JVcOK2ZgGU+IjEV4nwlhoK5sQluxsYJ78Id3Y=
|
||||
github.com/yosida95/uritemplate/v3 v3.0.2 h1:Ed3Oyj9yrmi9087+NczuL5BwkIc4wvTb5zIM+UJPGz4=
|
||||
github.com/yosida95/uritemplate/v3 v3.0.2/go.mod h1:ILOh0sOhIJR3+L/8afwt/kE++YT040gmv5BQTMR2HP4=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0 h1:kWRNZMsfBHZ+uHjiH4y7Etn2FK26LAGkNFw7RHv1DhE=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0/go.mod h1:t/OGqzHBa5v6RHZwrDBJ2OirWc+4q/w2fTbLZwAKjTk=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.43.0 h1:mYIM03dnh5zfN7HautFE4ieIig9amkNANT+xcVxAj9I=
|
||||
go.opentelemetry.io/otel v1.43.0/go.mod h1:JuG+u74mvjvcm8vj8pI5XiHy1zDeoCS2LB1spIq7Ay0=
|
||||
go.opentelemetry.io/otel/metric v1.43.0 h1:d7638QeInOnuwOONPp4JAOGfbCEpYb+K6DVWvdxGzgM=
|
||||
go.opentelemetry.io/otel/metric v1.43.0/go.mod h1:RDnPtIxvqlgO8GRW18W6Z/4P462ldprJtfxHxyKd2PY=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0 h1:pi5mE86i5rTeLXqoF/hhiBtUNcrAGHLKQdhg4h4V9Dg=
|
||||
go.opentelemetry.io/otel/sdk v1.43.0/go.mod h1:P+IkVU3iWukmiit/Yf9AWvpyRDlUeBaRg6Y+C58QHzg=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0 h1:S88dyqXjJkuBNLeMcVPRFXpRw2fuwdvfCGLEo89fDkw=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.43.0/go.mod h1:C/RJtwSEJ5hzTiUz5pXF1kILHStzb9zFlIEe85bhj6A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0 h1:BkNrHpup+4k4w+ZZ86CZoHHEkohws8AY+WTX09nk+3A=
|
||||
go.opentelemetry.io/otel/trace v1.43.0/go.mod h1:/QJhyVBUUswCphDVxq+8mld+AvhXZLhe+8WVFxiFff0=
|
||||
go.uber.org/goleak v1.3.0 h1:2K3zAYmnTNqV73imy9J1T3WC+gmCePx2hEGkimedGto=
|
||||
go.uber.org/goleak v1.3.0/go.mod h1:CoHD4mav9JJNrW/WLlf7HGZPjdw8EucARQHekz1X6bE=
|
||||
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
|
||||
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
|
||||
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
|
||||
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
|
||||
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
|
||||
golang.org/x/sys v0.42.0 h1:omrd2nAlyT5ESRdCLYdm3+fMfNFE/+Rf4bDIQImRJeo=
|
||||
golang.org/x/sys v0.42.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
|
||||
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
|
||||
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/api v0.265.0 h1:FZvfUdI8nfmuNrE34aOWFPmLC+qRBEiNm3JdivTvAAU=
|
||||
google.golang.org/api v0.265.0/go.mod h1:uAvfEl3SLUj/7n6k+lJutcswVojHPp2Sp08jWCu8hLY=
|
||||
google.golang.org/genai v1.41.0 h1:ayXl75LjTmqTu0y94yr96d17gIb4zF8gWVzX2TgioEY=
|
||||
google.golang.org/genai v1.41.0/go.mod h1:A3kkl0nyBjyFlNjgxIwKq70julKbIxpSxqKO5gw/gmk=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 h1:H86B94AW+VfJWDqFeEbBPhEtHzJwJfTbgE2lZa54ZAQ=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE=
|
||||
google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0=
|
||||
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c h1:Hei/4ADfdWqJk1ZMxUNpqntNwaWcugrBjAiHlqqRiVk=
|
||||
gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c/go.mod h1:JHkPIbrfpd72SG/EVd6muEfDQjcINNoR0C8j2r3qZ4Q=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
@@ -0,0 +1,129 @@
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"fmt"
|
||||
"log"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/core"
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/tbgenkit"
|
||||
|
||||
"github.com/firebase/genkit/go/ai"
|
||||
"github.com/firebase/genkit/go/genkit"
|
||||
"github.com/firebase/genkit/go/plugins/googlegenai"
|
||||
)
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`
|
||||
|
||||
var queries = []string{
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the hotel Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
}
|
||||
|
||||
func main() {
|
||||
ctx := context.Background()
|
||||
|
||||
// Create Toolbox Client
|
||||
toolboxClient, err := core.NewToolboxClient("http://127.0.0.1:5000")
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
// Load the tools using the MCP Toolbox SDK.
|
||||
tools, err := toolboxClient.LoadToolset("my-toolset", ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load tools: %v\nMake sure your Toolbox server is running and the tool is configured.", err)
|
||||
}
|
||||
|
||||
// Initialize Genkit
|
||||
g := genkit.Init(ctx,
|
||||
genkit.WithPlugins(&googlegenai.GoogleAI{}),
|
||||
genkit.WithDefaultModel("googleai/gemini-2.0-flash"),
|
||||
)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to init genkit: %v\n", err)
|
||||
}
|
||||
|
||||
// Create a conversation history
|
||||
conversationHistory := []*ai.Message{
|
||||
ai.NewSystemTextMessage(systemPrompt),
|
||||
}
|
||||
|
||||
// Convert your tool to a Genkit tool.
|
||||
genkitTools := make([]ai.Tool, len(tools))
|
||||
for i, tool := range tools {
|
||||
newTool, err := tbgenkit.ToGenkitTool(tool, g)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to convert tool: %v\n", err)
|
||||
}
|
||||
genkitTools[i] = newTool
|
||||
}
|
||||
|
||||
toolRefs := make([]ai.ToolRef, len(genkitTools))
|
||||
|
||||
for i, tool := range genkitTools {
|
||||
toolRefs[i] = tool
|
||||
}
|
||||
|
||||
for _, query := range queries {
|
||||
conversationHistory = append(conversationHistory, ai.NewUserTextMessage(query))
|
||||
response, err := genkit.Generate(ctx, g,
|
||||
ai.WithMessages(conversationHistory...),
|
||||
ai.WithTools(toolRefs...),
|
||||
ai.WithReturnToolRequests(true),
|
||||
)
|
||||
|
||||
if err != nil {
|
||||
log.Fatalf("%v\n", err)
|
||||
}
|
||||
conversationHistory = append(conversationHistory, response.Message)
|
||||
|
||||
parts := []*ai.Part{}
|
||||
|
||||
for _, req := range response.ToolRequests() {
|
||||
tool := genkit.LookupTool(g, req.Name)
|
||||
if tool == nil {
|
||||
log.Fatalf("tool %q not found", req.Name)
|
||||
}
|
||||
|
||||
output, err := tool.RunRaw(ctx, req.Input)
|
||||
if err != nil {
|
||||
log.Fatalf("tool %q execution failed: %v", tool.Name(), err)
|
||||
}
|
||||
|
||||
parts = append(parts,
|
||||
ai.NewToolResponsePart(&ai.ToolResponse{
|
||||
Name: req.Name,
|
||||
Ref: req.Ref,
|
||||
Output: output,
|
||||
}))
|
||||
|
||||
}
|
||||
|
||||
if len(parts) > 0 {
|
||||
resp, err := genkit.Generate(ctx, g,
|
||||
ai.WithMessages(append(response.History(), ai.NewMessage(ai.RoleTool, nil, parts...))...),
|
||||
ai.WithTools(toolRefs...),
|
||||
)
|
||||
if err != nil {
|
||||
log.Fatal(err)
|
||||
}
|
||||
fmt.Println("\n", resp.Text())
|
||||
conversationHistory = append(conversationHistory, resp.Message)
|
||||
} else {
|
||||
fmt.Println("\n", response.Text())
|
||||
}
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,50 @@
|
||||
module langchan-quickstart
|
||||
|
||||
go 1.25.0
|
||||
|
||||
require (
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2
|
||||
github.com/tmc/langchaingo v0.1.14
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go v0.123.0 // indirect
|
||||
cloud.google.com/go/ai v0.7.0 // indirect
|
||||
cloud.google.com/go/aiplatform v1.109.0 // indirect
|
||||
cloud.google.com/go/auth v0.18.1 // indirect
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
cloud.google.com/go/iam v1.5.3 // indirect
|
||||
cloud.google.com/go/longrunning v0.7.0 // indirect
|
||||
cloud.google.com/go/vertexai v0.12.0 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/dlclark/regexp2 v1.10.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/google/generative-ai-go v0.15.1 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
|
||||
github.com/pkoukk/tiktoken-go v0.1.6 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.41.0 // indirect
|
||||
golang.org/x/crypto v0.51.0 // indirect
|
||||
golang.org/x/net v0.55.0 // indirect
|
||||
golang.org/x/oauth2 v0.34.0 // indirect
|
||||
golang.org/x/sync v0.20.0 // indirect
|
||||
golang.org/x/sys v0.45.0 // indirect
|
||||
golang.org/x/text v0.37.0 // indirect
|
||||
golang.org/x/time v0.14.0 // indirect
|
||||
google.golang.org/api v0.265.0 // indirect
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 // indirect
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 // indirect
|
||||
google.golang.org/grpc v1.79.3 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
)
|
||||
@@ -0,0 +1,136 @@
|
||||
cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
|
||||
cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/ai v0.7.0 h1:P6+b5p4gXlza5E+u7uvcgYlzZ7103ACg70YdZeC6oGE=
|
||||
cloud.google.com/go/ai v0.7.0/go.mod h1:7ozuEcraovh4ABsPbrec3o4LmFl9HigNI3D5haxYeQo=
|
||||
cloud.google.com/go/aiplatform v1.109.0 h1:A1on/tr2Y7EwhW4M1dtuVMWioxFD5oiacZ85MOi9HH8=
|
||||
cloud.google.com/go/aiplatform v1.109.0/go.mod h1:4rwKOMdubQOND81AlO3EckcskvEFCYSzXKfn42GMm8k=
|
||||
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
||||
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
||||
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
||||
cloud.google.com/go/longrunning v0.7.0 h1:FV0+SYF1RIj59gyoWDRi45GiYUMM3K1qO51qoboQT1E=
|
||||
cloud.google.com/go/longrunning v0.7.0/go.mod h1:ySn2yXmjbK9Ba0zsQqunhDkYi0+9rlXIwnoAf+h+TPY=
|
||||
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
||||
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
||||
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
||||
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
||||
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
||||
cloud.google.com/go/vertexai v0.12.0 h1:zTadEo/CtsoyRXNx3uGCncoWAP1H2HakGqwznt+iMo8=
|
||||
cloud.google.com/go/vertexai v0.12.0/go.mod h1:8u+d0TsvBfAAd2x5R6GMgbYhsLgo3J7lmP4bR8g2ig8=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5 h1:6xNmx7iTtyBRev0+D/Tv1FZd4SCg8axKApyNyRsAt/w=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5/go.mod h1:KdCmV+x/BuvyMxRnYBlmVaq4OLiKW6iRQfvC62cvdkI=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/dlclark/regexp2 v1.10.0 h1:+/GIL799phkJqYW+3YbOd8LCcbHzT0Pbo8zl70MHsq0=
|
||||
github.com/dlclark/regexp2 v1.10.0/go.mod h1:DHkYz0B9wPfa6wondMfaivmHpzrQ3v9q8cnmRbL6yW8=
|
||||
github.com/envoyproxy/go-control-plane v0.14.0 h1:hbG2kr4RuFj222B6+7T83thSPqLjwBIfQawTkC++2HA=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0 h1:yg/JjO5E7ubRyKX3m07GF3reDNEnfOboJ0QySbH736g=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0/go.mod h1:ty89S1YCCVruQAm9OtKeEkQLTb+Lkz0k8v9W0Oxsv98=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0 h1:TvGH1wof4H33rezVKWSpqKz5NXWg5VPuZ0uONDT6eb4=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0/go.mod h1:HvYl7zwPa5mffgyeTUHA9zHIH36nmrm7oCbo4YKoSWA=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/generative-ai-go v0.15.1 h1:n8aQUpvhPOlGVuM2DRkJ2jvx04zpp42B778AROJa+pQ=
|
||||
github.com/google/generative-ai-go v0.15.1/go.mod h1:AAucpWZjXsDKhQYWvCYuP6d0yB1kX998pJlOW1rAesw=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 h1:RgO6nEjldaORHgHVcTisxDsYHXLBki1/qIoyjdCVhuw=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2/go.mod h1:aIdj9c1UgMC9cCS6ZrT4x0TraBFg6R/Nt1CiOHOaMfk=
|
||||
github.com/pkoukk/tiktoken-go v0.1.6 h1:JF0TlJzhTbrI30wCvFuiw6FzP2+/bR+FIxUdgEAcUsw=
|
||||
github.com/pkoukk/tiktoken-go v0.1.6/go.mod h1:9NiV+i9mJKGj1rYOT+njbv+ZwA/zJxYdewGl6qVatpg=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/objx v0.5.2 h1:xuMeJ0Sdp5ZMRXx/aWO6RZxdr3beISkG5/G/aIRr3pY=
|
||||
github.com/stretchr/objx v0.5.2/go.mod h1:FRsXN1f5AsAjCGJKqEizvkpNtU+EGNCLh3NxZ/8L+MA=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
github.com/tmc/langchaingo v0.1.14 h1:o1qWBPigAIuFvrG6cjTFo0cZPFEZ47ZqpOYMjM15yZc=
|
||||
github.com/tmc/langchaingo v0.1.14/go.mod h1:aKKYXYoqhIDEv7WKdpnnCLRaqXic69cX9MnDUk72378=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0 h1:kWRNZMsfBHZ+uHjiH4y7Etn2FK26LAGkNFw7RHv1DhE=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0/go.mod h1:t/OGqzHBa5v6RHZwrDBJ2OirWc+4q/w2fTbLZwAKjTk=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.41.0 h1:YlEwVsGAlCvczDILpUXpIpPSL/VPugt7zHThEMLce1c=
|
||||
go.opentelemetry.io/otel v1.41.0/go.mod h1:Yt4UwgEKeT05QbLwbyHXEwhnjxNO6D8L5PQP51/46dE=
|
||||
go.opentelemetry.io/otel/metric v1.41.0 h1:rFnDcs4gRzBcsO9tS8LCpgR0dxg4aaxWlJxCno7JlTQ=
|
||||
go.opentelemetry.io/otel/metric v1.41.0/go.mod h1:xPvCwd9pU0VN8tPZYzDZV/BMj9CM9vs00GuBjeKhJps=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0 h1:nMLYcjVsvdui1B/4FRkwjzoRVsMK8uL/cj0OyhKzt18=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0/go.mod h1:vDojkC4/jsTJsE+kh+LXYQlbL8CgrEcwmt1ENZszdJE=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0 h1:cXMVVFVgsIf2YL6QkRF4Urbr/aMInf+2WKg+sEJTtB8=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0/go.mod h1:xq9HEVH7qeX69/JnwEfp6fVq5wosJsY1mt4lLfYdVew=
|
||||
go.opentelemetry.io/otel/trace v1.41.0 h1:Vbk2co6bhj8L59ZJ6/xFTskY+tGAbOnCtQGVVa9TIN0=
|
||||
go.opentelemetry.io/otel/trace v1.41.0/go.mod h1:U1NU4ULCoxeDKc09yCWdWe+3QoyweJcISEVa1RBzOis=
|
||||
golang.org/x/crypto v0.51.0 h1:IBPXwPfKxY7cWQZ38ZCIRPI50YLeevDLlLnyC5wRGTI=
|
||||
golang.org/x/crypto v0.51.0/go.mod h1:8AdwkbraGNABw2kOX6YFPs3WM22XqI4EXEd8g+x7Oc8=
|
||||
golang.org/x/net v0.55.0 h1:bcvxaJn3e1U6InsFWt1JUq1aSjnRxLzT2rtD2KfkDF8=
|
||||
golang.org/x/net v0.55.0/go.mod h1:L5U2KuzuOe1lY7Z+aWVIKK6qEeJXnXV9yzGA+WCHJww=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.20.0 h1:e0PTpb7pjO8GAtTs2dQ6jYa5BWYlMuX047Dco/pItO4=
|
||||
golang.org/x/sync v0.20.0/go.mod h1:9xrNwdLfx4jkKbNva9FpL6vEN7evnE43NNNJQ2LF3+0=
|
||||
golang.org/x/sys v0.45.0 h1:dO4czNzziLiiXplLQgBCEpCvXQ3dnkn0SdaZSYdQ+FY=
|
||||
golang.org/x/sys v0.45.0/go.mod h1:4GL1E5IUh+htKOUEOaiffhrAeqysfVGipDYzABqnCmw=
|
||||
golang.org/x/text v0.37.0 h1:Cqjiwd9eSg8e0QAkyCaQTNHFIIzWtidPahFWR83rTrc=
|
||||
golang.org/x/text v0.37.0/go.mod h1:a5sjxXGs9hsn/AJVwuElvCAo9v8QYLzvavO5z2PiM38=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/api v0.265.0 h1:FZvfUdI8nfmuNrE34aOWFPmLC+qRBEiNm3JdivTvAAU=
|
||||
google.golang.org/api v0.265.0/go.mod h1:uAvfEl3SLUj/7n6k+lJutcswVojHPp2Sp08jWCu8hLY=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 h1:H86B94AW+VfJWDqFeEbBPhEtHzJwJfTbgE2lZa54ZAQ=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE=
|
||||
google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v2 v2.4.0 h1:D8xgwECY7CYvx+Y2n4sBz93Jn9JRvxdiyyo8CTfuKaY=
|
||||
gopkg.in/yaml.v2 v2.4.0/go.mod h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo=
|
||||
sigs.k8s.io/yaml v1.3.0/go.mod h1:GeOyir5tyXNByN85N/dRIT9es5UQNerPYEKK56eTBm8=
|
||||
@@ -0,0 +1,149 @@
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"log"
|
||||
"os"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/core"
|
||||
"github.com/tmc/langchaingo/llms"
|
||||
"github.com/tmc/langchaingo/llms/googleai"
|
||||
)
|
||||
|
||||
// ConvertToLangchainTool converts a generic core.ToolboxTool into a LangChainGo llms.Tool.
|
||||
func ConvertToLangchainTool(toolboxTool *core.ToolboxTool) llms.Tool {
|
||||
|
||||
// Fetch the tool's input schema
|
||||
inputschema, err := toolboxTool.InputSchema()
|
||||
if err != nil {
|
||||
return llms.Tool{}
|
||||
}
|
||||
|
||||
var paramsSchema map[string]any
|
||||
_ = json.Unmarshal(inputschema, ¶msSchema)
|
||||
|
||||
// Convert into LangChain's llms.Tool
|
||||
return llms.Tool{
|
||||
Type: "function",
|
||||
Function: &llms.FunctionDefinition{
|
||||
Name: toolboxTool.Name(),
|
||||
Description: toolboxTool.Description(),
|
||||
Parameters: paramsSchema,
|
||||
},
|
||||
}
|
||||
}
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`
|
||||
|
||||
var queries = []string{
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the hotel Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it.",
|
||||
"Please book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
}
|
||||
|
||||
func main() {
|
||||
genaiKey := os.Getenv("GOOGLE_API_KEY")
|
||||
toolboxURL := "http://localhost:5000"
|
||||
ctx := context.Background()
|
||||
|
||||
// Initialize the Google AI client (LLM).
|
||||
llm, err := googleai.New(ctx, googleai.WithAPIKey(genaiKey), googleai.WithDefaultModel("gemini-2.0-flash"))
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Google AI client: %v", err)
|
||||
}
|
||||
|
||||
// Initialize the MCP Toolbox client.
|
||||
toolboxClient, err := core.NewToolboxClient(toolboxURL)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
// Load the tool using the MCP Toolbox SDK.
|
||||
tools, err := toolboxClient.LoadToolset("my-toolset", ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load tools: %v\nMake sure your Toolbox server is running and the tool is configured.", err)
|
||||
}
|
||||
|
||||
toolsMap := make(map[string]*core.ToolboxTool, len(tools))
|
||||
|
||||
langchainTools := make([]llms.Tool, len(tools))
|
||||
// Convert the loaded ToolboxTools into the format LangChainGo requires.
|
||||
for i, tool := range tools {
|
||||
langchainTools[i] = ConvertToLangchainTool(tool)
|
||||
toolsMap[tool.Name()] = tool
|
||||
}
|
||||
|
||||
// Start the conversation history.
|
||||
messageHistory := []llms.MessageContent{
|
||||
llms.TextParts(llms.ChatMessageTypeSystem, systemPrompt),
|
||||
}
|
||||
|
||||
for _, query := range queries {
|
||||
messageHistory = append(messageHistory, llms.TextParts(llms.ChatMessageTypeHuman, query))
|
||||
|
||||
// Make the first call to the LLM, making it aware of the tool.
|
||||
resp, err := llm.GenerateContent(ctx, messageHistory, llms.WithTools(langchainTools))
|
||||
if err != nil {
|
||||
log.Fatalf("LLM call failed: %v", err)
|
||||
}
|
||||
respChoice := resp.Choices[0]
|
||||
|
||||
assistantResponse := llms.TextParts(llms.ChatMessageTypeAI, respChoice.Content)
|
||||
for _, tc := range respChoice.ToolCalls {
|
||||
assistantResponse.Parts = append(assistantResponse.Parts, tc)
|
||||
}
|
||||
messageHistory = append(messageHistory, assistantResponse)
|
||||
|
||||
// Process each tool call requested by the model.
|
||||
for _, tc := range respChoice.ToolCalls {
|
||||
toolName := tc.FunctionCall.Name
|
||||
tool := toolsMap[toolName]
|
||||
var args map[string]any
|
||||
if err := json.Unmarshal([]byte(tc.FunctionCall.Arguments), &args); err != nil {
|
||||
log.Fatalf("Failed to unmarshal arguments for tool '%s': %v", toolName, err)
|
||||
}
|
||||
toolResult, err := tool.Invoke(ctx, args)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to execute tool '%s': %v", toolName, err)
|
||||
}
|
||||
if toolResult == "" || toolResult == nil {
|
||||
toolResult = "Operation completed successfully with no specific return value."
|
||||
}
|
||||
|
||||
// Create the tool call response message and add it to the history.
|
||||
toolResponse := llms.MessageContent{
|
||||
Role: llms.ChatMessageTypeTool,
|
||||
Parts: []llms.ContentPart{
|
||||
llms.ToolCallResponse{
|
||||
Name: toolName,
|
||||
Content: fmt.Sprintf("%v", toolResult),
|
||||
},
|
||||
},
|
||||
}
|
||||
messageHistory = append(messageHistory, toolResponse)
|
||||
}
|
||||
finalResp, err := llm.GenerateContent(ctx, messageHistory)
|
||||
if err != nil {
|
||||
log.Fatalf("Final LLM call failed after tool execution: %v", err)
|
||||
}
|
||||
|
||||
// Add the final textual response from the LLM to the history
|
||||
messageHistory = append(messageHistory, llms.TextParts(llms.ChatMessageTypeAI, finalResp.Choices[0].Content))
|
||||
|
||||
fmt.Println(finalResp.Choices[0].Content)
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,40 @@
|
||||
module openai-quickstart
|
||||
|
||||
go 1.24.6
|
||||
|
||||
require (
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2
|
||||
github.com/openai/openai-go/v3 v3.8.1
|
||||
)
|
||||
|
||||
require (
|
||||
cloud.google.com/go/auth v0.18.1 // indirect
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 // indirect
|
||||
cloud.google.com/go/compute/metadata v0.9.0 // indirect
|
||||
github.com/cespare/xxhash/v2 v2.3.0 // indirect
|
||||
github.com/felixge/httpsnoop v1.0.4 // indirect
|
||||
github.com/go-logr/logr v1.4.3 // indirect
|
||||
github.com/go-logr/stdr v1.2.2 // indirect
|
||||
github.com/google/s2a-go v0.1.9 // indirect
|
||||
github.com/google/uuid v1.6.0 // indirect
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 // indirect
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 // indirect
|
||||
github.com/tidwall/gjson v1.18.0 // indirect
|
||||
github.com/tidwall/match v1.1.1 // indirect
|
||||
github.com/tidwall/pretty v1.2.1 // indirect
|
||||
github.com/tidwall/sjson v1.2.5 // indirect
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 // indirect
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 // indirect
|
||||
go.opentelemetry.io/otel v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/metric v1.41.0 // indirect
|
||||
go.opentelemetry.io/otel/trace v1.41.0 // indirect
|
||||
golang.org/x/crypto v0.47.0 // indirect
|
||||
golang.org/x/net v0.49.0 // indirect
|
||||
golang.org/x/oauth2 v0.34.0 // indirect
|
||||
golang.org/x/sys v0.40.0 // indirect
|
||||
golang.org/x/text v0.33.0 // indirect
|
||||
google.golang.org/api v0.265.0 // indirect
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 // indirect
|
||||
google.golang.org/grpc v1.79.3 // indirect
|
||||
google.golang.org/protobuf v1.36.11 // indirect
|
||||
)
|
||||
@@ -0,0 +1,126 @@
|
||||
cel.dev/expr v0.25.1 h1:1KrZg61W6TWSxuNZ37Xy49ps13NUovb66QLprthtwi4=
|
||||
cel.dev/expr v0.25.1/go.mod h1:hrXvqGP6G6gyx8UAHSHJ5RGk//1Oj5nXQ2NI02Nrsg4=
|
||||
cloud.google.com/go v0.123.0 h1:2NAUJwPR47q+E35uaJeYoNhuNEM9kM8SjgRgdeOJUSE=
|
||||
cloud.google.com/go v0.123.0/go.mod h1:xBoMV08QcqUGuPW65Qfm1o9Y4zKZBpGS+7bImXLTAZU=
|
||||
cloud.google.com/go/auth v0.18.1 h1:IwTEx92GFUo2pJ6Qea0EU3zYvKnTAeRCODxfA/G5UWs=
|
||||
cloud.google.com/go/auth v0.18.1/go.mod h1:GfTYoS9G3CWpRA3Va9doKN9mjPGRS+v41jmZAhBzbrA=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8 h1:keo8NaayQZ6wimpNSmW5OPc283g65QNIiLpZnkHRbnc=
|
||||
cloud.google.com/go/auth/oauth2adapt v0.2.8/go.mod h1:XQ9y31RkqZCcwJWNSx2Xvric3RrU88hAYYbjDWYDL+c=
|
||||
cloud.google.com/go/compute/metadata v0.9.0 h1:pDUj4QMoPejqq20dK0Pg2N4yG9zIkYGdBtwLoEkH9Zs=
|
||||
cloud.google.com/go/compute/metadata v0.9.0/go.mod h1:E0bWwX5wTnLPedCKqk3pJmVgCBSM6qQI1yTBdEb3C10=
|
||||
cloud.google.com/go/iam v1.5.3 h1:+vMINPiDF2ognBJ97ABAYYwRgsaqxPbQDlMnbHMjolc=
|
||||
cloud.google.com/go/iam v1.5.3/go.mod h1:MR3v9oLkZCTlaqljW6Eb2d3HGDGK5/bDv93jhfISFvU=
|
||||
cloud.google.com/go/monitoring v1.24.3 h1:dde+gMNc0UhPZD1Azu6at2e79bfdztVDS5lvhOdsgaE=
|
||||
cloud.google.com/go/monitoring v1.24.3/go.mod h1:nYP6W0tm3N9H/bOw8am7t62YTzZY+zUeQ+Bi6+2eonI=
|
||||
cloud.google.com/go/secretmanager v1.16.0 h1:19QT7ZsLJ8FSP1k+4esQvuCD7npMJml6hYzilxVyT+k=
|
||||
cloud.google.com/go/secretmanager v1.16.0/go.mod h1://C/e4I8D26SDTz1f3TQcddhcmiC3rMEl0S1Cakvs3Q=
|
||||
cloud.google.com/go/storage v1.59.2 h1:gmOAuG1opU8YvycMNpP+DvHfT9BfzzK5Cy+arP+Nocw=
|
||||
cloud.google.com/go/storage v1.59.2/go.mod h1:cMWbtM+anpC74gn6qjLh+exqYcfmB9Hqe5z6adx+CLI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0 h1:sBEjpZlNHzK1voKq9695PJSX2o5NEXl7/OL3coiIY0c=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/detectors/gcp v1.30.0/go.mod h1:P4WPRUkOhJC13W//jWpyfJNDAIpvRbAUIYLX/4jtlE0=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0 h1:lhhYARPUu3LmHysQ/igznQphfzynnqI3D75oUyw1HXk=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/exporter/metric v0.54.0/go.mod h1:l9rva3ApbBpEJxSNYnwT9N4CDLrWgtq3u8736C5hyJw=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0 h1:s0WlVbf9qpvkh1c/uDAPElam0WrL7fHRIidgZJ7UqZI=
|
||||
github.com/GoogleCloudPlatform/opentelemetry-operations-go/internal/resourcemapping v0.54.0/go.mod h1:Mf6O40IAyB9zR/1J8nGDDPirZQQPbYJni8Yisy7NTMc=
|
||||
github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
|
||||
github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5 h1:6xNmx7iTtyBRev0+D/Tv1FZd4SCg8axKApyNyRsAt/w=
|
||||
github.com/cncf/xds/go v0.0.0-20251210132809-ee656c7534f5/go.mod h1:KdCmV+x/BuvyMxRnYBlmVaq4OLiKW6iRQfvC62cvdkI=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
|
||||
github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
|
||||
github.com/envoyproxy/go-control-plane v0.14.0 h1:hbG2kr4RuFj222B6+7T83thSPqLjwBIfQawTkC++2HA=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0 h1:yg/JjO5E7ubRyKX3m07GF3reDNEnfOboJ0QySbH736g=
|
||||
github.com/envoyproxy/go-control-plane/envoy v1.36.0/go.mod h1:ty89S1YCCVruQAm9OtKeEkQLTb+Lkz0k8v9W0Oxsv98=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0 h1:TvGH1wof4H33rezVKWSpqKz5NXWg5VPuZ0uONDT6eb4=
|
||||
github.com/envoyproxy/protoc-gen-validate v1.3.0/go.mod h1:HvYl7zwPa5mffgyeTUHA9zHIH36nmrm7oCbo4YKoSWA=
|
||||
github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
|
||||
github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3 h1:CVLmWDhDVRa6Mi/IgCgaopNosCaHz7zrMeF9MlZRkrs=
|
||||
github.com/go-jose/go-jose/v4 v4.1.3/go.mod h1:x4oUasVrzR7071A4TnHLGSPpNOm2a21K9Kf04k1rs08=
|
||||
github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
|
||||
github.com/go-logr/logr v1.4.3 h1:CjnDlHq8ikf6E492q6eKboGOC0T8CDaOvkHCIg8idEI=
|
||||
github.com/go-logr/logr v1.4.3/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
|
||||
github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
|
||||
github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
|
||||
github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek=
|
||||
github.com/golang/protobuf v1.5.4/go.mod h1:lnTiLA8Wa4RWRcIUkrtSVa5nRhsEGBg48fD6rSs7xps=
|
||||
github.com/google/go-cmp v0.7.0 h1:wk8382ETsv4JYUZwIsn6YpYiWiBsYLSJiTsyBybVuN8=
|
||||
github.com/google/go-cmp v0.7.0/go.mod h1:pXiqmnSA92OHEEa9HXL2W4E7lf9JzCmGVUdgjX3N/iU=
|
||||
github.com/google/s2a-go v0.1.9 h1:LGD7gtMgezd8a/Xak7mEWL0PjoTQFvpRudN895yqKW0=
|
||||
github.com/google/s2a-go v0.1.9/go.mod h1:YA0Ei2ZQL3acow2O62kdp9UlnvMmU7kA6Eutn0dXayM=
|
||||
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
|
||||
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11 h1:vAe81Msw+8tKUxi2Dqh/NZMz7475yUvmRIkXr4oN2ao=
|
||||
github.com/googleapis/enterprise-certificate-proxy v0.3.11/go.mod h1:RFV7MUdlb7AgEq2v7FmMCfeSMCllAzWxFgRdusoGks8=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0 h1:iHbQmKLLZrexmb0OSsNGTeSTS0HO4YvFOG8g5E4Zd0Y=
|
||||
github.com/googleapis/gax-go/v2 v2.16.0/go.mod h1:o1vfQjjNZn4+dPnRdl/4ZD7S9414Y4xA+a/6Icj6l14=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2 h1:RgO6nEjldaORHgHVcTisxDsYHXLBki1/qIoyjdCVhuw=
|
||||
github.com/googleapis/mcp-toolbox-sdk-go/core v0.6.2/go.mod h1:aIdj9c1UgMC9cCS6ZrT4x0TraBFg6R/Nt1CiOHOaMfk=
|
||||
github.com/openai/openai-go/v3 v3.8.1 h1:b+YWsmwqXnbpSHWQEntZAkKciBZ5CJXwL68j+l59UDg=
|
||||
github.com/openai/openai-go/v3 v3.8.1/go.mod h1:UOpNxkqC9OdNXNUfpNByKOtB4jAL0EssQXq5p8gO0Xs=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10 h1:GFCKgmp0tecUJ0sJuv4pzYCqS9+RGSn52M3FUwPs+uo=
|
||||
github.com/planetscale/vtprotobuf v0.6.1-0.20240319094008-0393e58bdf10/go.mod h1:t/avpk3KcrXxUnYOhZhMXJlSEyie6gQbtLq5NM3loB8=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2 h1:Jamvg5psRIccs7FGNTlIRMkT8wgtp5eCXdBlqhYGL6U=
|
||||
github.com/pmezard/go-difflib v1.0.1-0.20181226105442-5d4384ee4fb2/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0 h1:l+DolpxNWYgruGQVV0xsfeya3CsC7m8iBzDnMpsbLuo=
|
||||
github.com/spiffe/go-spiffe/v2 v2.6.0/go.mod h1:gm2SeUoMZEtpnzPNs2Csc0D/gX33k1xIx7lEzqblHEs=
|
||||
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
|
||||
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
|
||||
github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
|
||||
github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
|
||||
github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
|
||||
github.com/tidwall/match v1.1.1 h1:+Ho715JplO36QYgwN9PGYNhgZvoUSc9X2c80KVTi+GA=
|
||||
github.com/tidwall/match v1.1.1/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
|
||||
github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
|
||||
github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
|
||||
github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
|
||||
github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
|
||||
github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1 h1:jXsnJ4Lmnqd11kwkBV2LgLoFMZKizbCi5fNZ/ipaZ64=
|
||||
go.opentelemetry.io/auto/sdk v1.2.1/go.mod h1:KRTj+aOaElaLi+wW1kO/DZRXwkF4C5xPbEe3ZiIhN7Y=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0 h1:kWRNZMsfBHZ+uHjiH4y7Etn2FK26LAGkNFw7RHv1DhE=
|
||||
go.opentelemetry.io/contrib/detectors/gcp v1.39.0/go.mod h1:t/OGqzHBa5v6RHZwrDBJ2OirWc+4q/w2fTbLZwAKjTk=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0 h1:YH4g8lQroajqUwWbq/tr2QX1JFmEXaDLgG+ew9bLMWo=
|
||||
go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.63.0/go.mod h1:fvPi2qXDqFs8M4B4fmJhE92TyQs9Ydjlg3RvfUp+NbQ=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0 h1:RbKq8BG0FI8OiXhBfcRtqqHcZcka+gU3cskNuf05R18=
|
||||
go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.63.0/go.mod h1:h06DGIukJOevXaj/xrNjhi/2098RZzcLTbc0jDAUbsg=
|
||||
go.opentelemetry.io/otel v1.41.0 h1:YlEwVsGAlCvczDILpUXpIpPSL/VPugt7zHThEMLce1c=
|
||||
go.opentelemetry.io/otel v1.41.0/go.mod h1:Yt4UwgEKeT05QbLwbyHXEwhnjxNO6D8L5PQP51/46dE=
|
||||
go.opentelemetry.io/otel/metric v1.41.0 h1:rFnDcs4gRzBcsO9tS8LCpgR0dxg4aaxWlJxCno7JlTQ=
|
||||
go.opentelemetry.io/otel/metric v1.41.0/go.mod h1:xPvCwd9pU0VN8tPZYzDZV/BMj9CM9vs00GuBjeKhJps=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0 h1:nMLYcjVsvdui1B/4FRkwjzoRVsMK8uL/cj0OyhKzt18=
|
||||
go.opentelemetry.io/otel/sdk v1.39.0/go.mod h1:vDojkC4/jsTJsE+kh+LXYQlbL8CgrEcwmt1ENZszdJE=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0 h1:cXMVVFVgsIf2YL6QkRF4Urbr/aMInf+2WKg+sEJTtB8=
|
||||
go.opentelemetry.io/otel/sdk/metric v1.39.0/go.mod h1:xq9HEVH7qeX69/JnwEfp6fVq5wosJsY1mt4lLfYdVew=
|
||||
go.opentelemetry.io/otel/trace v1.41.0 h1:Vbk2co6bhj8L59ZJ6/xFTskY+tGAbOnCtQGVVa9TIN0=
|
||||
go.opentelemetry.io/otel/trace v1.41.0/go.mod h1:U1NU4ULCoxeDKc09yCWdWe+3QoyweJcISEVa1RBzOis=
|
||||
golang.org/x/crypto v0.47.0 h1:V6e3FRj+n4dbpw86FJ8Fv7XVOql7TEwpHapKoMJ/GO8=
|
||||
golang.org/x/crypto v0.47.0/go.mod h1:ff3Y9VzzKbwSSEzWqJsJVBnWmRwRSHt/6Op5n9bQc4A=
|
||||
golang.org/x/net v0.49.0 h1:eeHFmOGUTtaaPSGNmjBKpbng9MulQsJURQUAfUwY++o=
|
||||
golang.org/x/net v0.49.0/go.mod h1:/ysNB2EvaqvesRkuLAyjI1ycPZlQHM3q01F02UY/MV8=
|
||||
golang.org/x/oauth2 v0.34.0 h1:hqK/t4AKgbqWkdkcAeI8XLmbK+4m4G5YeQRrmiotGlw=
|
||||
golang.org/x/oauth2 v0.34.0/go.mod h1:lzm5WQJQwKZ3nwavOZ3IS5Aulzxi68dUSgRHujetwEA=
|
||||
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
|
||||
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
|
||||
golang.org/x/sys v0.40.0 h1:DBZZqJ2Rkml6QMQsZywtnjnnGvHza6BTfYFWY9kjEWQ=
|
||||
golang.org/x/sys v0.40.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
|
||||
golang.org/x/text v0.33.0 h1:B3njUFyqtHDUI5jMn1YIr5B0IE2U0qck04r6d4KPAxE=
|
||||
golang.org/x/text v0.33.0/go.mod h1:LuMebE6+rBincTi9+xWTY8TztLzKHc/9C1uBCG27+q8=
|
||||
golang.org/x/time v0.14.0 h1:MRx4UaLrDotUKUdCIqzPC48t1Y9hANFKIRpNx+Te8PI=
|
||||
golang.org/x/time v0.14.0/go.mod h1:eL/Oa2bBBK0TkX57Fyni+NgnyQQN4LitPmob2Hjnqw4=
|
||||
gonum.org/v1/gonum v0.16.0 h1:5+ul4Swaf3ESvrOnidPp4GZbzf0mxVQpDCYUQE7OJfk=
|
||||
gonum.org/v1/gonum v0.16.0/go.mod h1:fef3am4MQ93R2HHpKnLk4/Tbh/s0+wqD5nfa6Pnwy4E=
|
||||
google.golang.org/api v0.265.0 h1:FZvfUdI8nfmuNrE34aOWFPmLC+qRBEiNm3JdivTvAAU=
|
||||
google.golang.org/api v0.265.0/go.mod h1:uAvfEl3SLUj/7n6k+lJutcswVojHPp2Sp08jWCu8hLY=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217 h1:GvESR9BIyHUahIb0NcTum6itIWtdoglGX+rnGxm2934=
|
||||
google.golang.org/genproto v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:yJ2HH4EHEDTd3JiLmhds6NkJ17ITVYOdV3m3VKOnws0=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217 h1:fCvbg86sFXwdrl5LgVcTEvNC+2txB5mgROGmRL5mrls=
|
||||
google.golang.org/genproto/googleapis/api v0.0.0-20251202230838-ff82c1b0f217/go.mod h1:+rXWjjaukWZun3mLfjmVnQi18E1AsFbDN9QdJ5YXLto=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409 h1:H86B94AW+VfJWDqFeEbBPhEtHzJwJfTbgE2lZa54ZAQ=
|
||||
google.golang.org/genproto/googleapis/rpc v0.0.0-20260128011058-8636f8732409/go.mod h1:j9x/tPzZkyxcgEFkiKEEGxfvyumM01BEtsW8xzOahRQ=
|
||||
google.golang.org/grpc v1.79.3 h1:sybAEdRIEtvcD68Gx7dmnwjZKlyfuc61Dyo9pGXXkKE=
|
||||
google.golang.org/grpc v1.79.3/go.mod h1:KmT0Kjez+0dde/v2j9vzwoAScgEPx/Bw1CYChhHLrHQ=
|
||||
google.golang.org/protobuf v1.36.11 h1:fV6ZwhNocDyBLK0dj+fg8ektcVegBBuEolpbTQyBNVE=
|
||||
google.golang.org/protobuf v1.36.11/go.mod h1:HTf+CrKn2C3g5S8VImy6tdcUvCska2kB7j23XfzDpco=
|
||||
gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA=
|
||||
gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM=
|
||||
@@ -0,0 +1,143 @@
|
||||
package main
|
||||
|
||||
import (
|
||||
"context"
|
||||
"encoding/json"
|
||||
"fmt"
|
||||
"log"
|
||||
|
||||
"github.com/googleapis/mcp-toolbox-sdk-go/core"
|
||||
openai "github.com/openai/openai-go/v3"
|
||||
)
|
||||
|
||||
// ConvertToOpenAITool converts a ToolboxTool into the go-openai library's Tool format.
|
||||
func ConvertToOpenAITool(toolboxTool *core.ToolboxTool) openai.ChatCompletionToolUnionParam {
|
||||
// Get the input schema
|
||||
jsonSchemaBytes, err := toolboxTool.InputSchema()
|
||||
if err != nil {
|
||||
return openai.ChatCompletionToolUnionParam{}
|
||||
}
|
||||
|
||||
// Unmarshal the JSON bytes into FunctionParameters
|
||||
var paramsSchema openai.FunctionParameters
|
||||
if err := json.Unmarshal(jsonSchemaBytes, ¶msSchema); err != nil {
|
||||
return openai.ChatCompletionToolUnionParam{}
|
||||
}
|
||||
|
||||
// Create and return the final tool parameter struct.
|
||||
return openai.ChatCompletionToolUnionParam{
|
||||
OfFunction: &openai.ChatCompletionFunctionToolParam{
|
||||
Function: openai.FunctionDefinitionParam{
|
||||
Name: toolboxTool.Name(),
|
||||
Description: openai.String(toolboxTool.Description()),
|
||||
Parameters: paramsSchema,
|
||||
},
|
||||
},
|
||||
}
|
||||
}
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`
|
||||
|
||||
var queries = []string{
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the hotel Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
}
|
||||
|
||||
func main() {
|
||||
// Setup
|
||||
ctx := context.Background()
|
||||
toolboxURL := "http://localhost:5000"
|
||||
openAIClient := openai.NewClient()
|
||||
|
||||
// Initialize the MCP Toolbox client.
|
||||
toolboxClient, err := core.NewToolboxClient(toolboxURL)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to create Toolbox client: %v", err)
|
||||
}
|
||||
|
||||
// Load the tools using the MCP Toolbox SDK.
|
||||
tools, err := toolboxClient.LoadToolset("my-toolset", ctx)
|
||||
if err != nil {
|
||||
log.Fatalf("Failed to load tool : %v\nMake sure your Toolbox server is running and the tool is configured.", err)
|
||||
}
|
||||
|
||||
openAITools := make([]openai.ChatCompletionToolUnionParam, len(tools))
|
||||
toolsMap := make(map[string]*core.ToolboxTool, len(tools))
|
||||
|
||||
for i, tool := range tools {
|
||||
// Convert the Toolbox tool into the openAI FunctionDeclaration format.
|
||||
openAITools[i] = ConvertToOpenAITool(tool)
|
||||
// Add tool to a map for lookup later
|
||||
toolsMap[tool.Name()] = tool
|
||||
|
||||
}
|
||||
|
||||
params := openai.ChatCompletionNewParams{
|
||||
Messages: []openai.ChatCompletionMessageParamUnion{
|
||||
openai.SystemMessage(systemPrompt),
|
||||
},
|
||||
Tools: openAITools,
|
||||
Seed: openai.Int(0),
|
||||
Model: openai.ChatModelGPT4o,
|
||||
}
|
||||
|
||||
for _, query := range queries {
|
||||
|
||||
params.Messages = append(params.Messages, openai.UserMessage(query))
|
||||
|
||||
// Make initial chat completion request
|
||||
completion, err := openAIClient.Chat.Completions.New(ctx, params)
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
toolCalls := completion.Choices[0].Message.ToolCalls
|
||||
|
||||
// Return early if there are no tool calls
|
||||
if len(toolCalls) == 0 {
|
||||
log.Println("No function call")
|
||||
}
|
||||
|
||||
// If there was a function call, continue the conversation
|
||||
params.Messages = append(params.Messages, completion.Choices[0].Message.ToParam())
|
||||
for _, toolCall := range toolCalls {
|
||||
|
||||
toolName := toolCall.Function.Name
|
||||
toolToInvoke := toolsMap[toolName]
|
||||
|
||||
var args map[string]any
|
||||
err := json.Unmarshal([]byte(toolCall.Function.Arguments), &args)
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
result, err := toolToInvoke.Invoke(ctx, args)
|
||||
if err != nil {
|
||||
log.Fatal("Could not invoke tool", err)
|
||||
}
|
||||
|
||||
params.Messages = append(params.Messages, openai.ToolMessage(result.(string), toolCall.ID))
|
||||
}
|
||||
|
||||
completion, err = openAIClient.Chat.Completions.New(ctx, params)
|
||||
if err != nil {
|
||||
panic(err)
|
||||
}
|
||||
|
||||
params.Messages = append(params.Messages, openai.AssistantMessage(query))
|
||||
|
||||
fmt.Println("\n", completion.Choices[0].Message.Content)
|
||||
|
||||
}
|
||||
|
||||
}
|
||||
@@ -0,0 +1,80 @@
|
||||
// Copyright 2025 Google LLC
|
||||
//
|
||||
// Licensed under the Apache License, Version 2.0 (the "License");
|
||||
// you may not use this file except in compliance with the License.
|
||||
// You may obtain a copy of the License at
|
||||
//
|
||||
// http://www.apache.org/licenses/LICENSE-2.0
|
||||
//
|
||||
// Unless required by applicable law or agreed to in writing, software
|
||||
// distributed under the License is distributed on an "AS IS" BASIS,
|
||||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
// See the License for the specific language governing permissions and
|
||||
// limitations under the License.
|
||||
|
||||
package main
|
||||
|
||||
import (
|
||||
"bytes"
|
||||
"os"
|
||||
"os/exec"
|
||||
"path/filepath"
|
||||
"strings"
|
||||
"testing"
|
||||
)
|
||||
|
||||
var goldenKeywords = []string{"Hilton Basel", "Hyatt Regency", "book"}
|
||||
|
||||
func TestQuickstartSample(t *testing.T) {
|
||||
framework := os.Getenv("ORCH_NAME")
|
||||
if framework == "" {
|
||||
t.Skip("Skipping test: ORCH_NAME environment variable is not set.")
|
||||
}
|
||||
|
||||
t.Logf("--- Testing: %s ---", framework)
|
||||
|
||||
if framework == "openAI" {
|
||||
if os.Getenv("OPENAI_API_KEY") == "" {
|
||||
t.Skip("Skipping test: OPENAI_API_KEY environment variable is not set for openAI framework.")
|
||||
}
|
||||
} else {
|
||||
if os.Getenv("GOOGLE_API_KEY") == "" {
|
||||
t.Skipf("Skipping test for %s: GOOGLE_API_KEY environment variable is not set.", framework)
|
||||
}
|
||||
}
|
||||
|
||||
sampleDir := filepath.Join(".", framework)
|
||||
if _, err := os.Stat(sampleDir); os.IsNotExist(err) {
|
||||
t.Fatalf("Test setup failed: directory for framework '%s' not found.", framework)
|
||||
}
|
||||
|
||||
cmd := exec.Command("go", "run", ".")
|
||||
cmd.Dir = sampleDir
|
||||
var stdout, stderr bytes.Buffer
|
||||
cmd.Stdout = &stdout
|
||||
cmd.Stderr = &stderr
|
||||
|
||||
err := cmd.Run()
|
||||
actualOutput := stdout.String()
|
||||
|
||||
if err != nil {
|
||||
t.Fatalf("Script execution failed with error: %v\n--- STDERR ---\n%s", err, stderr.String())
|
||||
}
|
||||
if len(actualOutput) == 0 {
|
||||
t.Fatal("Script ran successfully but produced no output.")
|
||||
}
|
||||
|
||||
var missingKeywords []string
|
||||
outputLower := strings.ToLower(actualOutput)
|
||||
|
||||
for _, keyword := range goldenKeywords {
|
||||
kw := strings.TrimSpace(keyword)
|
||||
if kw != "" && !strings.Contains(outputLower, strings.ToLower(kw)) {
|
||||
missingKeywords = append(missingKeywords, kw)
|
||||
}
|
||||
}
|
||||
|
||||
if len(missingKeywords) > 0 {
|
||||
t.Fatalf("FAIL: The following keywords were missing from the output: [%s]", strings.Join(missingKeywords, ", "))
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,17 @@
|
||||
{
|
||||
"name": "adk",
|
||||
"version": "1.0.0",
|
||||
"description": "",
|
||||
"main": "quickstart.js",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"test": "node --test"
|
||||
},
|
||||
"keywords": [],
|
||||
"author": "",
|
||||
"license": "ISC",
|
||||
"dependencies": {
|
||||
"@google/adk": "^1.2.0",
|
||||
"@toolbox-sdk/adk": "^0.3.0"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,59 @@
|
||||
import { InMemoryRunner, LlmAgent, LogLevel } from '@google/adk';
|
||||
import { ToolboxClient } from '@toolbox-sdk/adk';
|
||||
|
||||
const prompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`;
|
||||
|
||||
const queries = [
|
||||
"Find hotels with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
];
|
||||
|
||||
process.env.GOOGLE_GENAI_API_KEY = process.env.GOOGLE_API_KEY || 'your-api-key'; // Replace it with your API key
|
||||
|
||||
export async function main() {
|
||||
const userId = 'test_user';
|
||||
const client = new ToolboxClient('http://127.0.0.1:5000');
|
||||
const tools = await client.loadToolset("my-toolset");
|
||||
|
||||
const rootAgent = new LlmAgent({
|
||||
name: 'hotel_agent',
|
||||
model: 'gemini-3-flash-preview',
|
||||
description: 'Agent for hotel bookings and administration.',
|
||||
instruction: prompt,
|
||||
tools: tools,
|
||||
});
|
||||
|
||||
const appName = rootAgent.name;
|
||||
const runner = new InMemoryRunner({ agent: rootAgent, appName, logLevel: LogLevel.ERROR, });
|
||||
const session = await runner.sessionService.createSession({ appName, userId });
|
||||
|
||||
for (const query of queries) {
|
||||
await runPrompt(runner, userId, session.id, query);
|
||||
}
|
||||
}
|
||||
|
||||
async function runPrompt(runner, userId, sessionId, prompt) {
|
||||
const content = { role: 'user', parts: [{ text: prompt }] };
|
||||
const stream = runner.runAsync({ userId, sessionId, newMessage: content });
|
||||
const responses = [];
|
||||
for await (const response of stream) {
|
||||
responses.push(response);
|
||||
}
|
||||
const accumulatedResponse = responses
|
||||
.flatMap((e) => e.content?.parts?.map((p) => p.text) ?? [])
|
||||
.join('');
|
||||
|
||||
console.log(`\nMODEL RESPONSE: ${accumulatedResponse}\n`);
|
||||
}
|
||||
|
||||
main();
|
||||
+819
@@ -0,0 +1,819 @@
|
||||
{
|
||||
"name": "genai",
|
||||
"version": "1.0.0",
|
||||
"lockfileVersion": 3,
|
||||
"requires": true,
|
||||
"packages": {
|
||||
"": {
|
||||
"name": "genai",
|
||||
"version": "1.0.0",
|
||||
"license": "ISC",
|
||||
"dependencies": {
|
||||
"@google/genai": "^2.8.0",
|
||||
"@toolbox-sdk/core": "^1.0.0"
|
||||
}
|
||||
},
|
||||
"node_modules/@google/genai": {
|
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"version": "2.8.0",
|
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"resolved": "https://registry.npmjs.org/@google/genai/-/genai-2.8.0.tgz",
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"integrity": "sha512-pc2ayxqO5+O7AvnHBqpNHIk7PAZkHZgL31tbyx0gJZBSS9qPYiQoqwK7oYOw/ePmG6QY4EMSu+304vD5QlhXAw==",
|
||||
"hasInstallScript": true,
|
||||
"license": "Apache-2.0",
|
||||
"dependencies": {
|
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"google-auth-library": "^10.3.0",
|
||||
"p-retry": "^4.6.2",
|
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"protobufjs": "^7.5.4",
|
||||
"ws": "^8.18.0"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=20.0.0"
|
||||
},
|
||||
"peerDependencies": {
|
||||
"@modelcontextprotocol/sdk": "^1.25.2"
|
||||
},
|
||||
"peerDependenciesMeta": {
|
||||
"@modelcontextprotocol/sdk": {
|
||||
"optional": true
|
||||
}
|
||||
}
|
||||
},
|
||||
"node_modules/@protobufjs/aspromise": {
|
||||
"version": "1.1.2",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/aspromise/-/aspromise-1.1.2.tgz",
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"integrity": "sha512-j+gKExEuLmKwvz3OgROXtrJ2UG2x8Ch2YZUxahh+s1F2HZ+wAceUNLkvy6zKCPVRkU++ZWQrdxsUeQXmcg4uoQ==",
|
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"license": "BSD-3-Clause"
|
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},
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"node_modules/@protobufjs/base64": {
|
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"version": "1.1.2",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/base64/-/base64-1.1.2.tgz",
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"license": "BSD-3-Clause"
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},
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"node_modules/@protobufjs/codegen": {
|
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"version": "2.0.5",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/codegen/-/codegen-2.0.5.tgz",
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|
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"license": "BSD-3-Clause"
|
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},
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"node_modules/@protobufjs/eventemitter": {
|
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"version": "1.1.1",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/eventemitter/-/eventemitter-1.1.1.tgz",
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"license": "BSD-3-Clause"
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},
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"node_modules/@protobufjs/fetch": {
|
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"version": "1.1.1",
|
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}
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|
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|
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|
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"version": "1.1.2",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/path/-/path-1.1.2.tgz",
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"license": "BSD-3-Clause"
|
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},
|
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"node_modules/@protobufjs/pool": {
|
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"version": "1.1.0",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/pool/-/pool-1.1.0.tgz",
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"license": "BSD-3-Clause"
|
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},
|
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"node_modules/@protobufjs/utf8": {
|
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"version": "1.1.1",
|
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"resolved": "https://registry.npmjs.org/@protobufjs/utf8/-/utf8-1.1.1.tgz",
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|
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"license": "BSD-3-Clause"
|
||||
},
|
||||
"node_modules/@toolbox-sdk/core": {
|
||||
"version": "1.0.0",
|
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"resolved": "https://registry.npmjs.org/@toolbox-sdk/core/-/core-1.0.0.tgz",
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|
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"license": "Apache-2.0",
|
||||
"dependencies": {
|
||||
"axios": "^1.13.5",
|
||||
"google-auth-library": "^10.0.0",
|
||||
"uuid": "^11.1.0"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">=20.0.0"
|
||||
},
|
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"peerDependencies": {
|
||||
"zod": "^3.24.4"
|
||||
}
|
||||
},
|
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"node_modules/@toolbox-sdk/core/node_modules/uuid": {
|
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"version": "11.1.0",
|
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"resolved": "https://registry.npmjs.org/uuid/-/uuid-11.1.0.tgz",
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"integrity": "sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A==",
|
||||
"funding": [
|
||||
"https://github.com/sponsors/broofa",
|
||||
"https://github.com/sponsors/ctavan"
|
||||
],
|
||||
"license": "MIT",
|
||||
"bin": {
|
||||
"uuid": "dist/esm/bin/uuid"
|
||||
}
|
||||
},
|
||||
"node_modules/@types/node": {
|
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"version": "25.9.3",
|
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"resolved": "https://registry.npmjs.org/@types/node/-/node-25.9.3.tgz",
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"dependencies": {
|
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"undici-types": ">=7.24.0 <7.24.7"
|
||||
}
|
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},
|
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|
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"license": "MIT"
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|
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|
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"engines": {
|
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"node": ">= 14"
|
||||
}
|
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},
|
||||
"node_modules/asynckit": {
|
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"version": "0.4.0",
|
||||
"resolved": "https://registry.npmjs.org/asynckit/-/asynckit-0.4.0.tgz",
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|
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"license": "MIT"
|
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},
|
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"node_modules/axios": {
|
||||
"version": "1.17.0",
|
||||
"resolved": "https://registry.npmjs.org/axios/-/axios-1.17.0.tgz",
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"license": "MIT",
|
||||
"dependencies": {
|
||||
"follow-redirects": "^1.16.0",
|
||||
"form-data": "^4.0.5",
|
||||
"https-proxy-agent": "^5.0.1",
|
||||
"proxy-from-env": "^2.1.0"
|
||||
}
|
||||
},
|
||||
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|
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"version": "6.0.2",
|
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"dependencies": {
|
||||
"debug": "4"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">= 6.0.0"
|
||||
}
|
||||
},
|
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|
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|
||||
"agent-base": "6",
|
||||
"debug": "4"
|
||||
},
|
||||
"engines": {
|
||||
"node": ">= 6"
|
||||
}
|
||||
},
|
||||
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|
||||
"funding": [
|
||||
{
|
||||
"type": "github",
|
||||
"url": "https://github.com/sponsors/feross"
|
||||
},
|
||||
{
|
||||
"type": "patreon",
|
||||
"url": "https://www.patreon.com/feross"
|
||||
},
|
||||
{
|
||||
"type": "consulting",
|
||||
"url": "https://feross.org/support"
|
||||
}
|
||||
]
|
||||
},
|
||||
"node_modules/bignumber.js": {
|
||||
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||||
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|
||||
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|
||||
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|
||||
}
|
||||
},
|
||||
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||||
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|
||||
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|
||||
"es-errors": "^1.3.0",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
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"funding": [
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{
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"type": "github",
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"url": "https://github.com/sponsors/feross"
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{
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"type": "patreon",
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"url": "https://www.patreon.com/feross"
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},
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{
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"type": "consulting",
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"url": "https://feross.org/support"
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}
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]
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},
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"license": "MIT",
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"bufferutil": "^4.0.1",
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"utf-8-validate": ">=5.0.2"
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},
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"peerDependenciesMeta": {
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"bufferutil": {
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"optional": true
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},
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"utf-8-validate": {
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"optional": true
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}
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}
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},
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"node_modules/zod": {
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"peer": true,
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"funding": {
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"url": "https://github.com/sponsors/colinhacks"
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}
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}
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}
|
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}
|
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@@ -0,0 +1,17 @@
|
||||
{
|
||||
"name": "genai",
|
||||
"version": "1.0.0",
|
||||
"description": "",
|
||||
"main": "quickstart.js",
|
||||
"type" : "module",
|
||||
"scripts": {
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||||
"test": "node --test"
|
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},
|
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"keywords": [],
|
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"author": "",
|
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"license": "ISC",
|
||||
"dependencies": {
|
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"@google/genai": "^2.8.0",
|
||||
"@toolbox-sdk/core": "^1.0.0"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,118 @@
|
||||
import { GoogleGenAI } from "@google/genai";
|
||||
import { ToolboxClient } from "@toolbox-sdk/core";
|
||||
|
||||
|
||||
const TOOLBOX_URL = "http://127.0.0.1:5000"; // Update if needed
|
||||
const GOOGLE_API_KEY = process.env.GOOGLE_API_KEY || 'your-api-key'; // Replace it with your API key
|
||||
|
||||
const prompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, you MUST use the available tools to find information. Mention its name, id,
|
||||
location and price tier. Always mention hotel id while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`;
|
||||
|
||||
const queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
];
|
||||
|
||||
function mapZodTypeToOpenAPIType(zodTypeName) {
|
||||
|
||||
const typeMap = {
|
||||
'ZodString': 'string',
|
||||
'ZodNumber': 'number',
|
||||
'ZodBoolean': 'boolean',
|
||||
'ZodArray': 'array',
|
||||
'ZodObject': 'object',
|
||||
};
|
||||
return typeMap[zodTypeName] || 'string';
|
||||
}
|
||||
|
||||
export async function main() {
|
||||
|
||||
const toolboxClient = new ToolboxClient(TOOLBOX_URL);
|
||||
const toolboxTools = await toolboxClient.loadToolset("my-toolset");
|
||||
|
||||
const geminiTools = [{
|
||||
functionDeclarations: toolboxTools.map(tool => {
|
||||
|
||||
const schema = tool.getParamSchema();
|
||||
const properties = {};
|
||||
const required = [];
|
||||
|
||||
|
||||
for (const [key, param] of Object.entries(schema.shape)) {
|
||||
properties[key] = {
|
||||
type: mapZodTypeToOpenAPIType(param.constructor.name),
|
||||
description: param.description || '',
|
||||
};
|
||||
required.push(key)
|
||||
}
|
||||
|
||||
return {
|
||||
name: tool.getName(),
|
||||
description: tool.getDescription(),
|
||||
parameters: { type: 'object', properties, required },
|
||||
};
|
||||
})
|
||||
}];
|
||||
|
||||
|
||||
const genAI = new GoogleGenAI({ apiKey: GOOGLE_API_KEY });
|
||||
|
||||
const chat = genAI.chats.create({
|
||||
model: "gemini-3-flash-preview",
|
||||
config: {
|
||||
systemInstruction: prompt,
|
||||
tools: geminiTools,
|
||||
}
|
||||
});
|
||||
|
||||
for (const query of queries) {
|
||||
|
||||
let currentResult = await chat.sendMessage({ message: query });
|
||||
|
||||
let finalResponseGiven = false
|
||||
while (!finalResponseGiven) {
|
||||
|
||||
const response = currentResult;
|
||||
const functionCalls = response.functionCalls || [];
|
||||
|
||||
if (functionCalls.length === 0) {
|
||||
console.log(response.text)
|
||||
finalResponseGiven = true;
|
||||
} else {
|
||||
const toolResponses = [];
|
||||
for (const call of functionCalls) {
|
||||
const toolName = call.name
|
||||
const toolToExecute = toolboxTools.find(t => t.getName() === toolName);
|
||||
|
||||
if (toolToExecute) {
|
||||
try {
|
||||
const functionResult = await toolToExecute(call.args);
|
||||
toolResponses.push({
|
||||
functionResponse: { name: call.name, response: { result: functionResult } }
|
||||
});
|
||||
} catch (e) {
|
||||
console.error(`Error executing tool '${toolName}':`, e);
|
||||
toolResponses.push({
|
||||
functionResponse: { name: call.name, response: { error: e.message } }
|
||||
});
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
currentResult = await chat.sendMessage({ message: toolResponses });
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
|
||||
main();
|
||||
+7218
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,18 @@
|
||||
{
|
||||
"name": "genkit",
|
||||
"version": "1.0.0",
|
||||
"description": "",
|
||||
"main": "quickstart.js",
|
||||
"type" : "module",
|
||||
"scripts": {
|
||||
"test": "node --test"
|
||||
},
|
||||
"keywords": [],
|
||||
"author": "",
|
||||
"license": "ISC",
|
||||
"dependencies": {
|
||||
"@genkit-ai/google-genai": "^1.33.0",
|
||||
"@toolbox-sdk/core": "^1.0.0",
|
||||
"genkit": "^1.18.0"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,88 @@
|
||||
import { ToolboxClient } from "@toolbox-sdk/core";
|
||||
import { genkit } from "genkit";
|
||||
import { googleAI } from '@genkit-ai/google-genai';
|
||||
|
||||
const GOOGLE_API_KEY = process.env.GOOGLE_API_KEY || 'your-api-key'; // Replace it with your API key
|
||||
|
||||
const systemPrompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`;
|
||||
|
||||
const queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
];
|
||||
|
||||
export async function main() {
|
||||
const toolboxClient = new ToolboxClient("http://127.0.0.1:5000");
|
||||
|
||||
const ai = genkit({
|
||||
plugins: [
|
||||
googleAI({
|
||||
apiKey: process.env.GEMINI_API_KEY || GOOGLE_API_KEY
|
||||
})
|
||||
],
|
||||
model: googleAI.model('gemini-3-flash-preview'),
|
||||
});
|
||||
|
||||
const toolboxTools = await toolboxClient.loadToolset("my-toolset");
|
||||
const toolMap = Object.fromEntries(
|
||||
toolboxTools.map((tool) => {
|
||||
const definedTool = ai.defineTool(
|
||||
{
|
||||
name: tool.getName(),
|
||||
description: tool.getDescription(),
|
||||
inputSchema: tool.getParamSchema(),
|
||||
},
|
||||
tool
|
||||
);
|
||||
return [tool.getName(), definedTool];
|
||||
})
|
||||
);
|
||||
const tools = Object.values(toolMap);
|
||||
|
||||
let conversationHistory = [{ role: "system", content: [{ text: systemPrompt }] }];
|
||||
|
||||
for (const query of queries) {
|
||||
conversationHistory.push({ role: "user", content: [{ text: query }] });
|
||||
let response = await ai.generate({
|
||||
messages: conversationHistory,
|
||||
tools: tools,
|
||||
});
|
||||
conversationHistory.push(response.message);
|
||||
|
||||
const toolRequests = response.toolRequests;
|
||||
if (toolRequests?.length > 0) {
|
||||
// Execute tools concurrently and collect their responses.
|
||||
const toolResponses = await Promise.all(
|
||||
toolRequests.map(async (call) => {
|
||||
try {
|
||||
const toolOutput = await toolMap[call.name].invoke(call.input);
|
||||
return { role: "tool", content: [{ toolResponse: { name: call.name, output: toolOutput } }] };
|
||||
} catch (e) {
|
||||
console.error(`Error executing tool ${call.name}:`, e);
|
||||
return { role: "tool", content: [{ toolResponse: { name: call.name, output: { error: e.message } } }] };
|
||||
}
|
||||
})
|
||||
);
|
||||
|
||||
conversationHistory.push(...toolResponses);
|
||||
|
||||
// Call the AI again with the tool results.
|
||||
response = await ai.generate({ messages: conversationHistory, tools });
|
||||
conversationHistory.push(response.message);
|
||||
}
|
||||
|
||||
console.log(response.text);
|
||||
}
|
||||
}
|
||||
|
||||
main();
|
||||
+1436
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,20 @@
|
||||
{
|
||||
"name": "langchain",
|
||||
"version": "1.0.0",
|
||||
"description": "",
|
||||
"main": "quickstart.js",
|
||||
"type": "module",
|
||||
"scripts": {
|
||||
"test": "node --test"
|
||||
},
|
||||
"keywords": [],
|
||||
"author": "",
|
||||
"license": "ISC",
|
||||
"dependencies": {
|
||||
"@langchain/core": "^1.1.26",
|
||||
"@langchain/google-genai": "^2.1.19",
|
||||
"@langchain/langgraph": "^1.0.0",
|
||||
"@toolbox-sdk/core": "^1.0.0",
|
||||
"langchain": "^1.2.25"
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,73 @@
|
||||
import { ChatGoogleGenerativeAI } from "@langchain/google-genai";
|
||||
import { ToolboxClient } from "@toolbox-sdk/core";
|
||||
import { tool } from "@langchain/core/tools";
|
||||
import { createReactAgent } from "@langchain/langgraph/prebuilt";
|
||||
import { MemorySaver } from "@langchain/langgraph";
|
||||
|
||||
const GOOGLE_API_KEY = process.env.GOOGLE_API_KEY || 'your-api-key'; // Replace it with your API key
|
||||
|
||||
const prompt = `
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking, and
|
||||
cancellations. When the user searches for a hotel, mention its name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
`;
|
||||
|
||||
const queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
];
|
||||
|
||||
export async function main() {
|
||||
const model = new ChatGoogleGenerativeAI({
|
||||
model: "gemini-3-flash-preview",
|
||||
});
|
||||
|
||||
const client = new ToolboxClient("http://127.0.0.1:5000");
|
||||
const toolboxTools = await client.loadToolset("my-toolset");
|
||||
|
||||
// Define the basics of the tool: name, description, schema and core logic
|
||||
const getTool = (toolboxTool) => tool(toolboxTool, {
|
||||
name: toolboxTool.getName(),
|
||||
description: toolboxTool.getDescription(),
|
||||
schema: toolboxTool.getParamSchema()
|
||||
});
|
||||
const tools = toolboxTools.map(getTool);
|
||||
|
||||
const agent = createReactAgent({
|
||||
llm: model,
|
||||
tools: tools,
|
||||
checkpointer: new MemorySaver(),
|
||||
systemPrompt: prompt,
|
||||
});
|
||||
|
||||
const langGraphConfig = {
|
||||
configurable: {
|
||||
thread_id: "test-thread",
|
||||
},
|
||||
};
|
||||
|
||||
for (const query of queries) {
|
||||
const agentOutput = await agent.invoke(
|
||||
{
|
||||
messages: [
|
||||
{
|
||||
role: "user",
|
||||
content: query,
|
||||
},
|
||||
],
|
||||
verbose: true,
|
||||
},
|
||||
langGraphConfig
|
||||
);
|
||||
const response = agentOutput.messages[agentOutput.messages.length - 1].content;
|
||||
console.log(response);
|
||||
}
|
||||
}
|
||||
|
||||
main();
|
||||
@@ -0,0 +1,67 @@
|
||||
// Copyright 2025 Google LLC
|
||||
//
|
||||
// Licensed under the Apache License, Version 2.0 (the "License");
|
||||
// you may not use this file except in compliance with the License.
|
||||
// You may obtain a copy of the License at
|
||||
//
|
||||
// http://www.apache.org/licenses/LICENSE-2.0
|
||||
//
|
||||
// Unless required by applicable law or agreed to in writing, software
|
||||
// distributed under the License is distributed on an "AS IS" BASIS,
|
||||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
// See the License for the specific language governing permissions and
|
||||
// limitations under the License.
|
||||
|
||||
import { describe, test, before, after } from "node:test";
|
||||
import assert from "node:assert/strict";
|
||||
import fs from "fs";
|
||||
import path from "path";
|
||||
import { fileURLToPath } from "url";
|
||||
|
||||
const ORCH_NAME = process.env.ORCH_NAME;
|
||||
const __dirname = path.dirname(fileURLToPath(import.meta.url));
|
||||
const orchDir = path.join(__dirname, ORCH_NAME);
|
||||
const quickstartPath = path.join(orchDir, "quickstart.js");
|
||||
|
||||
const { main: runAgent } = await import(quickstartPath);
|
||||
|
||||
const GOLDEN_KEYWORDS = ["Hilton Basel", "Hyatt Regency", "book"];
|
||||
|
||||
describe(`${ORCH_NAME} Quickstart Agent`, () => {
|
||||
let capturedOutput = [];
|
||||
let originalLog;
|
||||
|
||||
before(() => {
|
||||
originalLog = console.log;
|
||||
console.log = (msg) => {
|
||||
capturedOutput.push(msg);
|
||||
};
|
||||
});
|
||||
|
||||
after(() => {
|
||||
console.log = originalLog;
|
||||
});
|
||||
|
||||
test("outputContainsRequiredKeywords", async () => {
|
||||
capturedOutput = [];
|
||||
await runAgent();
|
||||
const actualOutput = capturedOutput.join("\n");
|
||||
|
||||
assert.ok(
|
||||
actualOutput.length > 0,
|
||||
"Assertion Failed: Script ran successfully but produced no output."
|
||||
);
|
||||
|
||||
const missingKeywords = [];
|
||||
for (const keyword of GOLDEN_KEYWORDS) {
|
||||
if (!actualOutput.toLowerCase().includes(keyword.toLowerCase())) {
|
||||
missingKeywords.push(keyword);
|
||||
}
|
||||
}
|
||||
|
||||
assert.ok(
|
||||
missingKeywords.length === 0,
|
||||
`Assertion Failed: The following keywords were missing from the output: [${missingKeywords.join(", ")}]`
|
||||
);
|
||||
});
|
||||
});
|
||||
@@ -0,0 +1,4 @@
|
||||
# This file makes the 'quickstart' directory a Python package.
|
||||
|
||||
# You can include any package-level initialization logic here if needed.
|
||||
# For now, this file is empty.
|
||||
@@ -0,0 +1,57 @@
|
||||
# [START quickstart]
|
||||
import asyncio
|
||||
|
||||
from google.adk import Agent
|
||||
from google.adk.apps import App
|
||||
from google.adk.runners import InMemoryRunner
|
||||
from google.adk.tools.toolbox_toolset import ToolboxToolset
|
||||
from google.genai.types import Content, Part
|
||||
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
# TODO(developer): update the TOOLBOX_URL to your toolbox endpoint
|
||||
toolset = ToolboxToolset(
|
||||
server_url="http://127.0.0.1:5000",
|
||||
)
|
||||
|
||||
root_agent = Agent(
|
||||
name='hotel_assistant',
|
||||
model='gemini-2.5-flash',
|
||||
instruction=prompt,
|
||||
tools=[toolset],
|
||||
)
|
||||
|
||||
app = App(root_agent=root_agent, name="my_agent")
|
||||
# [END quickstart]
|
||||
|
||||
queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
]
|
||||
|
||||
async def main():
|
||||
runner = InMemoryRunner(app=app)
|
||||
session = await runner.session_service.create_session(
|
||||
app_name=app.name, user_id="test_user"
|
||||
)
|
||||
|
||||
for query in queries:
|
||||
print(f"\nUser: {query}")
|
||||
user_message = Content(parts=[Part.from_text(text=query)])
|
||||
|
||||
async for event in runner.run_async(user_id="test_user", session_id=session.id, new_message=user_message):
|
||||
if event.is_final_response() and event.content and event.content.parts:
|
||||
print(f"Agent: {event.content.parts[0].text}")
|
||||
|
||||
if __name__ == "__main__":
|
||||
asyncio.run(main())
|
||||
@@ -0,0 +1,2 @@
|
||||
google-adk[toolbox]==1.28.1
|
||||
pytest==9.0.3
|
||||
@@ -0,0 +1,111 @@
|
||||
import asyncio
|
||||
import os
|
||||
|
||||
from google import genai
|
||||
from google.genai.types import (
|
||||
Content,
|
||||
FunctionDeclaration,
|
||||
GenerateContentConfig,
|
||||
Part,
|
||||
Tool,
|
||||
)
|
||||
|
||||
from toolbox_core import ToolboxClient
|
||||
|
||||
project = os.environ.get("GCP_PROJECT") or "project-id"
|
||||
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel id while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Please book the hotel Hilton Basel for me.",
|
||||
"This is too expensive. Please cancel it.",
|
||||
"Please book Hyatt Regency for me",
|
||||
"My check in dates for my booking would be from April 10, 2024 to April 19, 2024.",
|
||||
]
|
||||
|
||||
async def main():
|
||||
async with ToolboxClient("http://127.0.0.1:5000") as toolbox_client:
|
||||
|
||||
# The toolbox_tools list contains Python callables (functions/methods) designed for LLM tool-use
|
||||
# integration. While this example uses Google's genai client, these callables can be adapted for
|
||||
# various function-calling or agent frameworks. For easier integration with supported frameworks
|
||||
# (https://github.com/googleapis/mcp-toolbox-python-sdk/tree/main/packages), use the
|
||||
# provided wrapper packages, which handle framework-specific boilerplate.
|
||||
toolbox_tools = await toolbox_client.load_toolset("my-toolset")
|
||||
tool_map = {tool.__name__: tool for tool in toolbox_tools}
|
||||
genai_client = genai.Client(
|
||||
vertexai=True, project=project, location="us-central1"
|
||||
)
|
||||
|
||||
genai_tools = [
|
||||
Tool(
|
||||
function_declarations=[
|
||||
FunctionDeclaration.from_callable_with_api_option(callable=tool)
|
||||
]
|
||||
)
|
||||
for tool in toolbox_tools
|
||||
]
|
||||
history = []
|
||||
for query in queries:
|
||||
print(f"\n[INPUT] User: {query}")
|
||||
user_prompt_content = Content(
|
||||
role="user",
|
||||
parts=[Part.from_text(text=query)],
|
||||
)
|
||||
history.append(user_prompt_content)
|
||||
|
||||
response = genai_client.models.generate_content(
|
||||
model="gemini-2.5-flash",
|
||||
contents=history,
|
||||
config=GenerateContentConfig(
|
||||
system_instruction=prompt,
|
||||
tools=genai_tools,
|
||||
),
|
||||
)
|
||||
history.append(response.candidates[0].content)
|
||||
function_response_parts = []
|
||||
|
||||
if response.function_calls:
|
||||
for function_call in response.function_calls:
|
||||
fn_name = function_call.name
|
||||
print(f"[TOOL CALL] Model requested tool '{fn_name}' with args: {function_call.args}")
|
||||
|
||||
if fn_name in tool_map:
|
||||
function_result = await tool_map[fn_name](**function_call.args)
|
||||
else:
|
||||
raise ValueError(f"Function name {fn_name} not present.")
|
||||
|
||||
function_response = {"result": function_result}
|
||||
function_response_part = Part.from_function_response(
|
||||
name=function_call.name,
|
||||
response=function_response,
|
||||
)
|
||||
function_response_parts.append(function_response_part)
|
||||
|
||||
if function_response_parts:
|
||||
tool_response_content = Content(role="tool", parts=function_response_parts)
|
||||
history.append(tool_response_content)
|
||||
|
||||
response2 = genai_client.models.generate_content(
|
||||
model="gemini-2.5-flash",
|
||||
contents=history,
|
||||
config=GenerateContentConfig(
|
||||
tools=genai_tools,
|
||||
),
|
||||
)
|
||||
final_model_response_content = response2.candidates[0].content
|
||||
history.append(final_model_response_content)
|
||||
print(f"[OUTPUT] AI: {response2.text}")
|
||||
else:
|
||||
print(f"[OUTPUT] AI: {response.text}")
|
||||
|
||||
asyncio.run(main())
|
||||
@@ -0,0 +1,3 @@
|
||||
google-genai==2.3.0
|
||||
toolbox-core==1.0.0
|
||||
pytest==9.0.3
|
||||
@@ -0,0 +1,47 @@
|
||||
import asyncio
|
||||
|
||||
from langgraph.prebuilt import create_react_agent
|
||||
|
||||
# TODO(developer): replace this with another import if needed
|
||||
from langchain_google_genai import ChatGoogleGenerativeAI
|
||||
# from langchain_anthropic import ChatAnthropic
|
||||
|
||||
from langgraph.checkpoint.memory import MemorySaver
|
||||
from toolbox_langchain import ToolboxClient
|
||||
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
]
|
||||
|
||||
async def main():
|
||||
# TODO(developer): replace this with another model if needed
|
||||
model = ChatGoogleGenerativeAI(model="gemini-2.5-flash")
|
||||
# model = ChatAnthropic(model="claude-3-5-sonnet-20240620")
|
||||
|
||||
# Load the tools from the Toolbox server
|
||||
async with ToolboxClient("http://127.0.0.1:5000") as client:
|
||||
tools = await client.aload_toolset()
|
||||
|
||||
agent = create_react_agent(model, tools, checkpointer=MemorySaver())
|
||||
|
||||
config = {"configurable": {"thread_id": "thread-1"}}
|
||||
for query in queries:
|
||||
inputs = {"messages": [("user", prompt + query)]}
|
||||
print(f"\n[INPUT] User: {query}")
|
||||
response = agent.invoke(inputs, stream_mode="values", config=config)
|
||||
print(f"[OUTPUT] AI: {response['messages'][-1].content}")
|
||||
|
||||
asyncio.run(main())
|
||||
@@ -0,0 +1,5 @@
|
||||
langchain==1.3.9
|
||||
langchain-google-genai==4.2.1
|
||||
langgraph==1.2.4
|
||||
toolbox-langchain==1.0.0
|
||||
pytest==9.0.3
|
||||
@@ -0,0 +1,62 @@
|
||||
import asyncio
|
||||
import os
|
||||
|
||||
from llama_index.core.agent.workflow import AgentWorkflow
|
||||
from llama_index.core.workflow import Context
|
||||
|
||||
# TODO(developer): replace this with another import if needed
|
||||
from llama_index.llms.google_genai import GoogleGenAI
|
||||
# from llama_index.llms.anthropic import Anthropic
|
||||
|
||||
from toolbox_llamaindex import ToolboxClient
|
||||
|
||||
project = os.environ.get("GCP_PROJECT") or "project-id"
|
||||
|
||||
prompt = """
|
||||
You're a helpful hotel assistant. You handle hotel searching, booking and
|
||||
cancellations. When the user searches for a hotel, mention it's name, id,
|
||||
location and price tier. Always mention hotel ids while performing any
|
||||
searches. This is very important for any operations. For any bookings or
|
||||
cancellations, please provide the appropriate confirmation. Be sure to
|
||||
update checkin or checkout dates if mentioned by the user.
|
||||
Don't ask for confirmations from the user.
|
||||
"""
|
||||
|
||||
queries = [
|
||||
"Find hotels in Basel with Basel in its name.",
|
||||
"Can you book the Hilton Basel for me?",
|
||||
"Oh wait, this is too expensive. Please cancel it and book the Hyatt Regency instead.",
|
||||
"My check in dates would be from April 10, 2024 to April 19, 2024.",
|
||||
]
|
||||
|
||||
async def main():
|
||||
# TODO(developer): replace this with another model if needed
|
||||
llm = GoogleGenAI(
|
||||
model="gemini-2.5-flash",
|
||||
vertexai_config={"project": project, "location": "us-central1"},
|
||||
)
|
||||
# llm = GoogleGenAI(
|
||||
# api_key=os.getenv("GOOGLE_API_KEY"),
|
||||
# model="gemini-2.5-flash",
|
||||
# )
|
||||
# llm = Anthropic(
|
||||
# model="claude-3-7-sonnet-latest",
|
||||
# api_key=os.getenv("ANTHROPIC_API_KEY")
|
||||
# )
|
||||
|
||||
# Load the tools from the Toolbox server
|
||||
async with ToolboxClient("http://127.0.0.1:5000") as client:
|
||||
tools = await client.aload_toolset()
|
||||
|
||||
agent = AgentWorkflow.from_tools_or_functions(
|
||||
tools,
|
||||
llm=llm,
|
||||
system_prompt=prompt,
|
||||
)
|
||||
ctx = Context(agent)
|
||||
for query in queries:
|
||||
response = await agent.run(user_msg=query, ctx=ctx)
|
||||
print(f"---- {query} ----")
|
||||
print(str(response))
|
||||
|
||||
asyncio.run(main())
|
||||
@@ -0,0 +1,4 @@
|
||||
llama-index==0.14.18
|
||||
llama-index-llms-google-genai==0.8.7
|
||||
toolbox-llamaindex==0.6.0
|
||||
pytest==9.0.3
|
||||
@@ -0,0 +1,58 @@
|
||||
# Copyright 2025 Google LLC
|
||||
#
|
||||
# Licensed under the Apache License, Version 2.0 (the "License");
|
||||
# you may not use this file except in compliance with the License.
|
||||
# You may obtain a copy of the License at
|
||||
#
|
||||
# http://www.apache.org/licenses/LICENSE-2.0
|
||||
#
|
||||
# Unless required by applicable law or agreed to in writing, software
|
||||
# distributed under the License is distributed on an "AS IS" BASIS,
|
||||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
# See the License for the specific language governing permissions and
|
||||
# limitations under the License.
|
||||
|
||||
import os
|
||||
import pytest
|
||||
from pathlib import Path
|
||||
import asyncio
|
||||
import sys
|
||||
import importlib.util
|
||||
|
||||
ORCH_NAME = os.environ.get("ORCH_NAME")
|
||||
module_path = f"python.{ORCH_NAME}.quickstart"
|
||||
quickstart = importlib.import_module(module_path)
|
||||
|
||||
|
||||
GOLDEN_KEYWORDS = ["Hilton Basel", "Hyatt Regency", "book"]
|
||||
|
||||
# --- Execution Tests ---
|
||||
class TestExecution:
|
||||
"""Test framework execution and output validation."""
|
||||
|
||||
_cached_output = None
|
||||
|
||||
@pytest.fixture(scope="function")
|
||||
def script_output(self, capsys):
|
||||
"""Run the quickstart function and return its output."""
|
||||
if TestExecution._cached_output is None:
|
||||
asyncio.run(quickstart.main())
|
||||
out, err = capsys.readouterr()
|
||||
TestExecution._cached_output = (out, err)
|
||||
|
||||
class Output:
|
||||
def __init__(self, out, err):
|
||||
self.out = out
|
||||
self.err = err
|
||||
|
||||
return Output(*TestExecution._cached_output)
|
||||
|
||||
def test_script_runs_without_errors(self, script_output):
|
||||
"""Test that the script runs and produces no stderr."""
|
||||
assert script_output.err == "", f"Script produced stderr: {script_output.err}"
|
||||
|
||||
def test_keywords_in_output(self, script_output):
|
||||
"""Test that expected keywords are present in the script's output."""
|
||||
output = script_output.out
|
||||
missing_keywords = [kw for kw in GOLDEN_KEYWORDS if kw.lower() not in output.lower()]
|
||||
assert not missing_keywords, f"Missing keywords in output: {missing_keywords}"
|
||||
@@ -0,0 +1,17 @@
|
||||
<!-- This file has been used in local_quickstart.md, local_quickstart_go.md & local_quickstart_js.md -->
|
||||
<!-- [START cloud_setup] -->
|
||||
If you plan to use **Google Cloud’s Vertex AI** with your agent (e.g., using
|
||||
`vertexai=True` or a Google GenAI model), follow these one-time setup steps for
|
||||
local development:
|
||||
|
||||
1. [Install the Google Cloud CLI](https://cloud.google.com/sdk/docs/install)
|
||||
1. [Set up Application Default Credentials
|
||||
(ADC)](https://cloud.google.com/docs/authentication/set-up-adc-local-dev-environment)
|
||||
1. Set your project and enable Vertex AI
|
||||
|
||||
```bash
|
||||
gcloud config set project YOUR_PROJECT_ID
|
||||
gcloud services enable aiplatform.googleapis.com
|
||||
```
|
||||
|
||||
<!-- [END cloud_setup] -->
|
||||
@@ -0,0 +1,173 @@
|
||||
<!-- This file has been used in local_quickstart.md, local_quickstart_go.md & local_quickstart_js.md -->
|
||||
<!-- [START configure_toolbox] -->
|
||||
|
||||
In this section, we will download Toolbox, configure our tools in a
|
||||
`tools.yaml`, and then run the Toolbox server.
|
||||
|
||||
1. Download the latest version of Toolbox as a binary:
|
||||
|
||||
{{< notice tip >}}
|
||||
Select the
|
||||
[correct binary](https://github.com/googleapis/mcp-toolbox/releases)
|
||||
corresponding to your OS and CPU architecture.
|
||||
{{< /notice >}}
|
||||
<!-- {x-release-please-start-version} -->
|
||||
|
||||
```bash
|
||||
export OS="linux/amd64" # one of linux/amd64, darwin/arm64, darwin/amd64, windows/amd64, or windows/arm64
|
||||
curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.6.0/$OS/toolbox
|
||||
```
|
||||
|
||||
<!-- {x-release-please-end} -->
|
||||
|
||||
1. [Optional] Verify the downloaded binary's authenticity and integrity:
|
||||
|
||||
We recommend verifying the digital signature of the downloaded binary before running it.
|
||||
|
||||
{{< tabpane persist=header >}}
|
||||
{{< tab header="Linux" lang="bash" >}}
|
||||
|
||||
# 1. Download the detached GPG signature file (.asc)
|
||||
|
||||
<!-- {x-release-please-start-version} -->
|
||||
curl -O https://storage.googleapis.com/mcp-toolbox-for-databases/v1.6.0/$OS/toolbox.asc
|
||||
<!-- {x-release-please-end} -->
|
||||
|
||||
# 2. Import Google's public GPG signing key
|
||||
|
||||
curl -fsSL https://dl.google.com/linux/linux_signing_key.pub | gpg --import
|
||||
|
||||
# 3. Verify the signature against the downloaded binary
|
||||
|
||||
gpg --verify toolbox.asc toolbox
|
||||
{{< /tab >}}
|
||||
{{< tab header="macOS" lang="bash" >}}
|
||||
|
||||
# Verify the code signature
|
||||
|
||||
codesign -v --verbose=4 toolbox
|
||||
|
||||
{{< /tab >}}
|
||||
{{< tab header="Windows" lang="powershell" >}}
|
||||
|
||||
# Verify the Authenticode digital signature
|
||||
|
||||
Get-AuthenticodeSignature .\toolbox.exe | Format-List
|
||||
|
||||
{{< /tab >}}
|
||||
{{< /tabpane >}}
|
||||
|
||||
1. Make the binary executable (on Linux and macOS):
|
||||
|
||||
```bash
|
||||
chmod +x toolbox
|
||||
```
|
||||
|
||||
1. Write the following into a `tools.yaml` file. Be sure to update any fields
|
||||
such as `user`, `password`, or `database` that you may have customized in the
|
||||
previous step.
|
||||
|
||||
{{< notice tip >}}
|
||||
In practice, use environment variable replacement with the format ${ENV_NAME}
|
||||
instead of hardcoding your secrets into the configuration file.
|
||||
{{< /notice >}}
|
||||
|
||||
```yaml
|
||||
kind: source
|
||||
name: my-pg-source
|
||||
type: postgres
|
||||
host: 127.0.0.1
|
||||
port: 5432
|
||||
database: toolbox_db
|
||||
user: toolbox_user
|
||||
password: my-password
|
||||
---
|
||||
kind: tool
|
||||
name: search-hotels-by-name
|
||||
type: postgres-sql
|
||||
source: my-pg-source
|
||||
description: Search for hotels based on name.
|
||||
parameters:
|
||||
- name: name
|
||||
type: string
|
||||
description: The name of the hotel.
|
||||
statement: SELECT * FROM hotels WHERE name ILIKE '%' || $1 || '%';
|
||||
---
|
||||
kind: tool
|
||||
name: search-hotels-by-location
|
||||
type: postgres-sql
|
||||
source: my-pg-source
|
||||
description: Search for hotels based on location.
|
||||
parameters:
|
||||
- name: location
|
||||
type: string
|
||||
description: The location of the hotel.
|
||||
statement: SELECT * FROM hotels WHERE location ILIKE '%' || $1 || '%';
|
||||
---
|
||||
kind: tool
|
||||
name: book-hotel
|
||||
type: postgres-sql
|
||||
source: my-pg-source
|
||||
description: >-
|
||||
Book a hotel by its ID. If the hotel is successfully booked, returns a NULL, raises an error if not.
|
||||
parameters:
|
||||
- name: hotel_id
|
||||
type: string
|
||||
description: The ID of the hotel to book.
|
||||
statement: UPDATE hotels SET booked = B'1' WHERE id = $1;
|
||||
---
|
||||
kind: tool
|
||||
name: update-hotel
|
||||
type: postgres-sql
|
||||
source: my-pg-source
|
||||
description: >-
|
||||
Update a hotel's check-in and check-out dates by its ID. Returns a message
|
||||
indicating whether the hotel was successfully updated or not.
|
||||
parameters:
|
||||
- name: hotel_id
|
||||
type: string
|
||||
description: The ID of the hotel to update.
|
||||
- name: checkin_date
|
||||
type: string
|
||||
description: The new check-in date of the hotel.
|
||||
- name: checkout_date
|
||||
type: string
|
||||
description: The new check-out date of the hotel.
|
||||
statement: >-
|
||||
UPDATE hotels SET checkin_date = CAST($2 as date), checkout_date = CAST($3
|
||||
as date) WHERE id = $1;
|
||||
---
|
||||
kind: tool
|
||||
name: cancel-hotel
|
||||
type: postgres-sql
|
||||
source: my-pg-source
|
||||
description: Cancel a hotel by its ID.
|
||||
parameters:
|
||||
- name: hotel_id
|
||||
type: string
|
||||
description: The ID of the hotel to cancel.
|
||||
statement: UPDATE hotels SET booked = B'0' WHERE id = $1;
|
||||
---
|
||||
kind: toolset
|
||||
name: my-toolset
|
||||
tools:
|
||||
- search-hotels-by-name
|
||||
- search-hotels-by-location
|
||||
- book-hotel
|
||||
- update-hotel
|
||||
- cancel-hotel
|
||||
```
|
||||
|
||||
For more info on tools, check out the `Resources` section of the docs.
|
||||
|
||||
1. Run the Toolbox server, pointing to the `tools.yaml` file created earlier:
|
||||
|
||||
```bash
|
||||
./toolbox --config "tools.yaml"
|
||||
```
|
||||
|
||||
{{< notice note >}}
|
||||
Toolbox enables dynamic reloading by default. To disable, use the
|
||||
`--disable-reload` flag.
|
||||
{{< /notice >}}
|
||||
<!-- [END configure_toolbox] -->
|
||||
@@ -0,0 +1,119 @@
|
||||
<!-- This file has been used in local_quickstart.md, local_quickstart_go.md & local_quickstart_js.md -->
|
||||
<!-- [START database_setup] -->
|
||||
In this section, we will create a database, insert some data that needs to be
|
||||
accessed by our agent, and create a database user for Toolbox to connect with.
|
||||
|
||||
1. Connect to postgres using the `psql` command:
|
||||
|
||||
```bash
|
||||
psql -h 127.0.0.1 -U postgres
|
||||
```
|
||||
|
||||
Here, `postgres` denotes the default postgres superuser.
|
||||
|
||||
{{< notice info >}}
|
||||
|
||||
#### **Having trouble connecting?**
|
||||
|
||||
* **Password Prompt:** If you are prompted for a password for the `postgres`
|
||||
user and do not know it (or a blank password doesn't work), your PostgreSQL
|
||||
installation might require a password or a different authentication method.
|
||||
* **`FATAL: role "postgres" does not exist`:** This error means the default
|
||||
`postgres` superuser role isn't available under that name on your system.
|
||||
* **`Connection refused`:** Ensure your PostgreSQL server is actually running.
|
||||
You can typically check with `sudo systemctl status postgresql` and start it
|
||||
with `sudo systemctl start postgresql` on Linux systems.
|
||||
|
||||
<br/>
|
||||
|
||||
#### **Common Solution**
|
||||
|
||||
For password issues or if the `postgres` role seems inaccessible directly, try
|
||||
switching to the `postgres` operating system user first. This user often has
|
||||
permission to connect without a password for local connections (this is called
|
||||
peer authentication).
|
||||
|
||||
```bash
|
||||
sudo -i -u postgres
|
||||
psql -h 127.0.0.1
|
||||
```
|
||||
|
||||
Once you are in the `psql` shell using this method, you can proceed with the
|
||||
database creation steps below. Afterwards, type `\q` to exit `psql`, and then
|
||||
`exit` to return to your normal user shell.
|
||||
|
||||
If desired, once connected to `psql` as the `postgres` OS user, you can set a
|
||||
password for the `postgres` *database* user using: `ALTER USER postgres WITH
|
||||
PASSWORD 'your_chosen_password';`. This would allow direct connection with `-U
|
||||
postgres` and a password next time.
|
||||
{{< /notice >}}
|
||||
|
||||
1. Create a new database and a new user:
|
||||
|
||||
{{< notice tip >}}
|
||||
For a real application, it's best to follow the principle of least permission
|
||||
and only grant the privileges your application needs.
|
||||
{{< /notice >}}
|
||||
|
||||
```sql
|
||||
CREATE USER toolbox_user WITH PASSWORD 'my-password';
|
||||
|
||||
CREATE DATABASE toolbox_db;
|
||||
GRANT ALL PRIVILEGES ON DATABASE toolbox_db TO toolbox_user;
|
||||
|
||||
ALTER DATABASE toolbox_db OWNER TO toolbox_user;
|
||||
```
|
||||
|
||||
1. End the database session:
|
||||
|
||||
```bash
|
||||
\q
|
||||
```
|
||||
|
||||
(If you used `sudo -i -u postgres` and then `psql`, remember you might also
|
||||
need to type `exit` after `\q` to leave the `postgres` user's shell
|
||||
session.)
|
||||
|
||||
1. Connect to your database with your new user:
|
||||
|
||||
```bash
|
||||
psql -h 127.0.0.1 -U toolbox_user -d toolbox_db
|
||||
```
|
||||
|
||||
1. Create a table using the following command:
|
||||
|
||||
```sql
|
||||
CREATE TABLE hotels(
|
||||
id INTEGER NOT NULL PRIMARY KEY,
|
||||
name VARCHAR NOT NULL,
|
||||
location VARCHAR NOT NULL,
|
||||
price_tier VARCHAR NOT NULL,
|
||||
checkin_date DATE NOT NULL,
|
||||
checkout_date DATE NOT NULL,
|
||||
booked BIT NOT NULL
|
||||
);
|
||||
```
|
||||
|
||||
1. Insert data into the table.
|
||||
|
||||
```sql
|
||||
INSERT INTO hotels(id, name, location, price_tier, checkin_date, checkout_date, booked)
|
||||
VALUES
|
||||
(1, 'Hilton Basel', 'Basel', 'Luxury', '2024-04-22', '2024-04-20', B'0'),
|
||||
(2, 'Marriott Zurich', 'Zurich', 'Upscale', '2024-04-14', '2024-04-21', B'0'),
|
||||
(3, 'Hyatt Regency Basel', 'Basel', 'Upper Upscale', '2024-04-02', '2024-04-20', B'0'),
|
||||
(4, 'Radisson Blu Lucerne', 'Lucerne', 'Midscale', '2024-04-24', '2024-04-05', B'0'),
|
||||
(5, 'Best Western Bern', 'Bern', 'Upper Midscale', '2024-04-23', '2024-04-01', B'0'),
|
||||
(6, 'InterContinental Geneva', 'Geneva', 'Luxury', '2024-04-23', '2024-04-28', B'0'),
|
||||
(7, 'Sheraton Zurich', 'Zurich', 'Upper Upscale', '2024-04-27', '2024-04-02', B'0'),
|
||||
(8, 'Holiday Inn Basel', 'Basel', 'Upper Midscale', '2024-04-24', '2024-04-09', B'0'),
|
||||
(9, 'Courtyard Zurich', 'Zurich', 'Upscale', '2024-04-03', '2024-04-13', B'0'),
|
||||
(10, 'Comfort Inn Bern', 'Bern', 'Midscale', '2024-04-04', '2024-04-16', B'0');
|
||||
```
|
||||
|
||||
1. End the database session:
|
||||
|
||||
```bash
|
||||
\q
|
||||
```
|
||||
<!-- [END database_setup] -->
|
||||
Reference in New Issue
Block a user