diff --git a/go.mod b/go.mod index 2a6e7bba1..fb22c38f2 100644 --- a/go.mod +++ b/go.mod @@ -4,10 +4,13 @@ go 1.23.2 require ( buf.build/gen/go/grpc-ecosystem/grpc-gateway/protocolbuffers/go v1.35.2-20240617172850-a48fcebcf8f1.1 + github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.7.1 + github.com/Azure/azure-sdk-for-go/sdk/azcore v1.14.0 github.com/Masterminds/semver/v3 v3.3.1 github.com/Masterminds/sprig/v3 v3.3.0 github.com/NYTimes/gziphandler v1.1.1 github.com/bufbuild/buf v1.47.2 + github.com/conduitio-labs/conduit-connector-weaviate v0.1.2-0.20241125183412-ae12206633d7 github.com/conduitio/conduit-commons v0.5.0 github.com/conduitio/conduit-connector-file v0.9.0 github.com/conduitio/conduit-connector-generator v0.9.1 @@ -47,6 +50,7 @@ require ( github.com/tetratelabs/wazero v1.8.2 github.com/twmb/franz-go/pkg/sr v1.2.0 github.com/twmb/go-cache v1.2.1 + github.com/weaviate/weaviate-go-client/v4 v4.16.1 go.uber.org/mock v0.5.0 golang.org/x/exp v0.0.0-20241108190413-2d47ceb2692f golang.org/x/tools v0.28.0 @@ -78,6 +82,7 @@ require ( github.com/Antonboom/errname v1.0.0 // indirect github.com/Antonboom/nilnil v1.0.0 // indirect github.com/Antonboom/testifylint v1.5.2 // indirect + github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 // indirect github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 // indirect github.com/BurntSushi/toml v1.4.1-0.20240526193622-a339e1f7089c // indirect github.com/Crocmagnon/fatcontext v0.5.3 // indirect @@ -95,6 +100,7 @@ require ( github.com/antlr4-go/antlr/v4 v4.13.1 // indirect github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516 // indirect github.com/apache/thrift v0.14.2 // indirect + github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 // indirect github.com/ashanbrown/forbidigo v1.6.0 // indirect github.com/ashanbrown/makezero v1.1.1 // indirect github.com/aws/aws-sdk-go-v2 v1.32.4 // indirect @@ -171,6 +177,15 @@ require ( github.com/go-critic/go-critic v0.11.5 // indirect github.com/go-logr/logr v1.4.2 // indirect github.com/go-logr/stdr v1.2.2 // indirect + github.com/go-openapi/analysis v0.21.2 // indirect + github.com/go-openapi/errors v0.22.0 // indirect + github.com/go-openapi/jsonpointer v0.19.5 // indirect + github.com/go-openapi/jsonreference v0.20.0 // indirect + github.com/go-openapi/loads v0.21.1 // indirect + github.com/go-openapi/spec v0.20.4 // indirect + github.com/go-openapi/strfmt v0.23.0 // indirect + github.com/go-openapi/swag v0.22.3 // indirect + github.com/go-openapi/validate v0.21.0 // indirect github.com/go-sourcemap/sourcemap v2.1.3+incompatible // indirect github.com/go-task/slim-sprig/v3 v3.0.0 // indirect github.com/go-toolsmith/astcast v1.1.0 // indirect @@ -224,6 +239,7 @@ require ( github.com/jgautheron/goconst v1.7.1 // indirect github.com/jingyugao/rowserrcheck v1.1.1 // indirect github.com/jjti/go-spancheck v0.6.2 // indirect + github.com/josharian/intern v1.0.0 // indirect github.com/json-iterator/go v1.1.12 // indirect github.com/julz/importas v0.1.0 // indirect github.com/karamaru-alpha/copyloopvar v1.1.0 // indirect @@ -242,6 +258,7 @@ require ( github.com/leonklingele/grouper v1.1.2 // indirect github.com/macabu/inamedparam v0.1.3 // indirect github.com/magiconair/properties v1.8.7 // indirect + github.com/mailru/easyjson v0.7.7 // indirect github.com/maratori/testableexamples v1.0.0 // indirect github.com/maratori/testpackage v1.1.1 // indirect github.com/matoous/godox v0.0.0-20240105082147-c5b5e0e7c0c0 // indirect @@ -274,6 +291,7 @@ require ( github.com/nunnatsa/ginkgolinter v0.18.3 // indirect github.com/nxadm/tail v1.4.11 // indirect github.com/oklog/run v1.1.0 // indirect + github.com/oklog/ulid v1.3.1 // indirect github.com/olekukonko/tablewriter v0.0.5 // indirect github.com/onsi/ginkgo/v2 v2.21.0 // indirect github.com/opencontainers/go-digest v1.0.0 // indirect @@ -340,6 +358,7 @@ require ( github.com/uudashr/gocognit v1.1.3 // indirect github.com/uudashr/iface v1.2.1 // indirect github.com/vbatts/tar-split v0.11.6 // indirect + github.com/weaviate/weaviate v1.27.0 // indirect github.com/xen0n/gosmopolitan v1.2.2 // indirect github.com/xitongsys/parquet-go v1.6.2 // indirect github.com/xitongsys/parquet-go-source v0.0.0-20211228015320-b4f792c43cd0 // indirect @@ -353,6 +372,7 @@ require ( go.lsp.dev/pkg v0.0.0-20210717090340-384b27a52fb2 // indirect go.lsp.dev/protocol v0.12.0 // indirect go.lsp.dev/uri v0.3.0 // indirect + go.mongodb.org/mongo-driver v1.14.0 // indirect go.opencensus.io v0.24.0 // indirect go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.57.0 // indirect go.opentelemetry.io/otel v1.32.0 // indirect @@ -367,6 +387,7 @@ require ( golang.org/x/exp/typeparams v0.0.0-20241108190413-2d47ceb2692f // indirect golang.org/x/mod v0.22.0 // indirect golang.org/x/net v0.32.0 // indirect + golang.org/x/oauth2 v0.24.0 // indirect golang.org/x/sync v0.10.0 // indirect golang.org/x/sys v0.28.0 // indirect golang.org/x/term v0.27.0 // indirect diff --git a/go.sum b/go.sum index f2c681393..8f572784c 100644 --- a/go.sum +++ b/go.sum @@ -63,6 +63,14 @@ github.com/Antonboom/nilnil v1.0.0/go.mod h1:fDJ1FSFoLN6yoG65ANb1WihItf6qt9PJVTn github.com/Antonboom/testifylint v1.5.2 h1:4s3Xhuv5AvdIgbd8wOOEeo0uZG7PbDKQyKY5lGoQazk= github.com/Antonboom/testifylint v1.5.2/go.mod h1:vxy8VJ0bc6NavlYqjZfmp6EfqXMtBgQ4+mhCojwC1P8= github.com/Azure/azure-pipeline-go v0.2.3/go.mod h1:x841ezTBIMG6O3lAcl8ATHnsOPVl2bqk7S3ta6S6u4k= +github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.7.1 h1:6njivKrpo02SQ3CsaGKIFh0c5ZhQyzjVhBmLIl84h4Q= +github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.7.1/go.mod h1:W+7E7pJtvdzscy/I4tqL5C0/weLsa32wyTbHbPdkkv0= +github.com/Azure/azure-sdk-for-go/sdk/azcore v1.14.0 h1:nyQWyZvwGTvunIMxi1Y9uXkcyr+I7TeNrr/foo4Kpk8= +github.com/Azure/azure-sdk-for-go/sdk/azcore v1.14.0/go.mod h1:l38EPgmsp71HHLq9j7De57JcKOWPyhrsW1Awm1JS6K0= +github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.7.0 h1:tfLQ34V6F7tVSwoTf/4lH5sE0o6eCJuNDTmH09nDpbc= +github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.7.0/go.mod h1:9kIvujWAA58nmPmWB1m23fyWic1kYZMxD9CxaWn4Qpg= +github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0 h1:ywEEhmNahHBihViHepv3xPBn1663uRv2t2q/ESv9seY= +github.com/Azure/azure-sdk-for-go/sdk/internal v1.10.0/go.mod h1:iZDifYGJTIgIIkYRNWPENUnqx6bJ2xnSDFI2tjwZNuY= github.com/Azure/azure-storage-blob-go v0.14.0/go.mod h1:SMqIBi+SuiQH32bvyjngEewEeXoPfKMgWlBDaYf6fck= github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 h1:L/gRVlceqvL25UVaW/CKtUDjefjrs0SPonmDGUVOYP0= github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E= @@ -72,6 +80,8 @@ github.com/Azure/go-autorest/autorest/date v0.3.0/go.mod h1:BI0uouVdmngYNUzGWeSY github.com/Azure/go-autorest/autorest/mocks v0.4.1/go.mod h1:LTp+uSrOhSkaKrUy935gNZuuIPPVsHlr9DSOxSayd+k= github.com/Azure/go-autorest/logger v0.2.1/go.mod h1:T9E3cAhj2VqvPOtCYAvby9aBXkZmbF5NWuPV8+WeEW8= github.com/Azure/go-autorest/tracing v0.6.0/go.mod h1:+vhtPC754Xsa23ID7GlGsrdKBpUA79WCAKPPZVC2DeU= +github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 h1:XHOnouVk1mxXfQidrMEnLlPk9UMeRtyBTnEFtxkV0kU= +github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/toml v1.4.1-0.20240526193622-a339e1f7089c h1:pxW6RcqyfI9/kWtOwnv/G+AzdKuy2ZrqINhenH4HyNs= github.com/BurntSushi/toml v1.4.1-0.20240526193622-a339e1f7089c/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho= @@ -98,6 +108,8 @@ github.com/NYTimes/gziphandler v1.1.1 h1:ZUDjpQae29j0ryrS0u/B8HZfJBtBQHjqw2rQ2cq github.com/NYTimes/gziphandler v1.1.1/go.mod h1:n/CVRwUEOgIxrgPvAQhUUr9oeUtvrhMomdKFjzJNB0c= github.com/OpenPeeDeeP/depguard/v2 v2.2.0 h1:vDfG60vDtIuf0MEOhmLlLLSzqaRM8EMcgJPdp74zmpA= github.com/OpenPeeDeeP/depguard/v2 v2.2.0/go.mod h1:CIzddKRvLBC4Au5aYP/i3nyaWQ+ClszLIuVocRiCYFQ= +github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0= +github.com/PuerkitoBio/urlesc v0.0.0-20170810143723-de5bf2ad4578/go.mod h1:uGdkoq3SwY9Y+13GIhn11/XLaGBb4BfwItxLd5jeuXE= github.com/alecthomas/assert/v2 v2.2.2 h1:Z/iVC0xZfWTaFNE6bA3z07T86hd45Xe2eLt6WVy2bbk= github.com/alecthomas/assert/v2 v2.2.2/go.mod h1:pXcQ2Asjp247dahGEmsZ6ru0UVwnkhktn7S0bBDLxvQ= github.com/alecthomas/go-check-sumtype v0.2.0 h1:Bo+e4DFf3rs7ME9w/0SU/g6nmzJaphduP8Cjiz0gbwY= @@ -117,6 +129,9 @@ github.com/apache/arrow/go/arrow v0.0.0-20200730104253-651201b0f516/go.mod h1:QN github.com/apache/thrift v0.0.0-20181112125854-24918abba929/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= github.com/apache/thrift v0.14.2 h1:hY4rAyg7Eqbb27GB6gkhUKrRAuc8xRjlNtJq+LseKeY= github.com/apache/thrift v0.14.2/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ= +github.com/asaskevich/govalidator v0.0.0-20200907205600-7a23bdc65eef/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= +github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2 h1:DklsrG3dyBCFEj5IhUbnKptjxatkF07cF2ak3yi77so= +github.com/asaskevich/govalidator v0.0.0-20230301143203-a9d515a09cc2/go.mod h1:WaHUgvxTVq04UNunO+XhnAqY/wQc+bxr74GqbsZ/Jqw= github.com/ashanbrown/forbidigo v1.6.0 h1:D3aewfM37Yb3pxHujIPSpTf6oQk9sc9WZi8gerOIVIY= github.com/ashanbrown/forbidigo v1.6.0/go.mod h1:Y8j9jy9ZYAEHXdu723cUlraTqbzjKF1MUyfOKL+AjcU= github.com/ashanbrown/makezero v1.1.1 h1:iCQ87C0V0vSyO+M9E/FZYbu65auqH0lnsOkf5FcB28s= @@ -222,6 +237,8 @@ github.com/ckaznocha/intrange v0.2.1/go.mod h1:7NEhVyf8fzZO5Ds7CRaqPEm52Ut83hsTi github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= github.com/cncf/udpa/go v0.0.0-20191209042840-269d4d468f6f/go.mod h1:M8M6+tZqaGXZJjfX53e64911xZQV5JYwmTeXPW+k8Sc= github.com/colinmarc/hdfs/v2 v2.1.1/go.mod h1:M3x+k8UKKmxtFu++uAZ0OtDU8jR3jnaZIAc6yK4Ue0c= +github.com/conduitio-labs/conduit-connector-weaviate v0.1.2-0.20241125183412-ae12206633d7 h1:DnugxVjYVSCX2pvLlQAlTK2AEopieV0LjUKtnAedStE= +github.com/conduitio-labs/conduit-connector-weaviate v0.1.2-0.20241125183412-ae12206633d7/go.mod h1:rIJkVcS9cfFcy5rrimYu3wzaQJypkmXDNMmWqJKbGeg= github.com/conduitio/conduit-commons v0.5.0 h1:28UIuOIo+6WvBZ4EU54KfPhSf44I1/Y65zQ9dC0Ps1E= github.com/conduitio/conduit-commons v0.5.0/go.mod h1:xyT6XpGvj79gdtsn3qaD2KxadhsAYS+mmBOdln08Wio= github.com/conduitio/conduit-connector-file v0.9.0 h1:bp6mU5hMbWS5QK9hh3Vt+AigXSPFfc62lzHZKJZkscg= @@ -270,6 +287,7 @@ github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSV github.com/cpuguy83/go-md2man/v2 v2.0.4/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o= github.com/cpuguy83/go-md2man/v2 v2.0.5 h1:ZtcqGrnekaHpVLArFSe4HK5DoKx1T0rq2DwVB0alcyc= github.com/cpuguy83/go-md2man/v2 v2.0.5/go.mod h1:tgQtvFlXSQOSOSIRvRPT7W67SCa46tRHOmNcaadrF8o= +github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E= github.com/creack/pty v1.1.18 h1:n56/Zwd5o6whRC5PMGretI4IdRLlmBXYNjScPaBgsbY= github.com/creack/pty v1.1.18/go.mod h1:MOBLtS5ELjhRRrroQr9kyvTxUAFNvYEK993ew/Vr4O4= github.com/curioswitch/go-reassign v0.2.0 h1:G9UZyOcpk/d7Gd6mqYgd8XYWFMw/znxwGDUstnC9DIo= @@ -354,11 +372,39 @@ github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY= github.com/go-logr/logr v1.4.2/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/go-openapi/analysis v0.21.2 h1:hXFrOYFHUAMQdu6zwAiKKJHJQ8kqZs1ux/ru1P1wLJU= +github.com/go-openapi/analysis v0.21.2/go.mod h1:HZwRk4RRisyG8vx2Oe6aqeSQcoxRp47Xkp3+K6q+LdY= +github.com/go-openapi/errors v0.19.8/go.mod h1:cM//ZKUKyO06HSwqAelJ5NsEMMcpa6VpXe8DOa1Mi1M= +github.com/go-openapi/errors v0.19.9/go.mod h1:cM//ZKUKyO06HSwqAelJ5NsEMMcpa6VpXe8DOa1Mi1M= +github.com/go-openapi/errors v0.22.0 h1:c4xY/OLxUBSTiepAg3j/MHuAv5mJhnf53LLMWFB+u/w= +github.com/go-openapi/errors v0.22.0/go.mod h1:J3DmZScxCDufmIMsdOuDHxJbdOGC0xtUynjIx092vXE= +github.com/go-openapi/jsonpointer v0.19.3/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg= +github.com/go-openapi/jsonpointer v0.19.5 h1:gZr+CIYByUqjcgeLXnQu2gHYQC9o73G2XUeOFYEICuY= +github.com/go-openapi/jsonpointer v0.19.5/go.mod h1:Pl9vOtqEWErmShwVjC8pYs9cog34VGT37dQOVbmoatg= +github.com/go-openapi/jsonreference v0.19.6/go.mod h1:diGHMEHg2IqXZGKxqyvWdfWU/aim5Dprw5bqpKkTvns= +github.com/go-openapi/jsonreference v0.20.0 h1:MYlu0sBgChmCfJxxUKZ8g1cPWFOB37YSZqewK7OKeyA= +github.com/go-openapi/jsonreference v0.20.0/go.mod h1:Ag74Ico3lPc+zR+qjn4XBUmXymS4zJbYVCZmcgkasdo= +github.com/go-openapi/loads v0.21.1 h1:Wb3nVZpdEzDTcly8S4HMkey6fjARRzb7iEaySimlDW0= 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h1:mkjARE7Yr8qU23YcGMSALbIxTQ9r9QBVahQOBRfU460= github.com/timonwong/loggercheck v0.10.1 h1:uVZYClxQFpw55eh+PIoqM7uAOHMrhVcDoWDery9R8Lg= @@ -895,6 +1002,13 @@ github.com/uudashr/iface v1.2.1 h1:vHHyzAUmWZ64Olq6NZT3vg/z1Ws56kyPdBOd5kTXDF8= github.com/uudashr/iface v1.2.1/go.mod h1:4QvspiRd3JLPAEXBQ9AiZpLbJlrWWgRChOKDJEuQTdg= github.com/vbatts/tar-split v0.11.6 h1:4SjTW5+PU11n6fZenf2IPoV8/tz3AaYHMWjf23envGs= github.com/vbatts/tar-split v0.11.6/go.mod h1:dqKNtesIOr2j2Qv3W/cHjnvk9I8+G7oAkFDFN6TCBEI= +github.com/weaviate/weaviate v1.27.0 h1:ovFnKER+HRpT5PPuR1ysbKgit0NSpHbBLcsjWR1UyWI= +github.com/weaviate/weaviate v1.27.0/go.mod h1:ppTWDzt/atYk1KhyYzxVD8XckmaCaOYnnmelD5M4LK4= +github.com/weaviate/weaviate-go-client/v4 v4.16.1 h1:jkDYuRCYly6zG2ngqTpv6z8azzbqiMUXcmaJHJmAV0Q= +github.com/weaviate/weaviate-go-client/v4 v4.16.1/go.mod h1:XmoRpzNpWrTW5/TE07dUtxy5kMZbG3uAG/3b69nuwFk= +github.com/xdg-go/pbkdf2 v1.0.0/go.mod h1:jrpuAogTd400dnrH08LKmI/xc1MbPOebTwRqcT5RDeI= +github.com/xdg-go/scram v1.0.2/go.mod h1:1WAq6h33pAW+iRreB34OORO2Nf7qel3VV3fjBj+hCSs= +github.com/xdg-go/stringprep v1.0.2/go.mod h1:8F9zXuvzgwmyT5DUm4GUfZGDdT3W+LCvS6+da4O5kxM= github.com/xen0n/gosmopolitan v1.2.2 h1:/p2KTnMzwRexIW8GlKawsTWOxn7UHA+jCMF/V8HHtvU= github.com/xen0n/gosmopolitan v1.2.2/go.mod h1:7XX7Mj61uLYrj0qmeN0zi7XDon9JRAEhYQqAPLVNTeg= github.com/xitongsys/parquet-go v1.5.1/go.mod h1:xUxwM8ELydxh4edHGegYq1pA8NnMKDx0K/GyB0o2bww= @@ -910,6 +1024,7 @@ github.com/yeya24/promlinter v0.3.0 h1:JVDbMp08lVCP7Y6NP3qHroGAO6z2yGKQtS5Jsjqto github.com/yeya24/promlinter v0.3.0/go.mod h1:cDfJQQYv9uYciW60QT0eeHlFodotkYZlL+YcPQN+mW4= github.com/ykadowak/zerologlint v0.1.5 h1:Gy/fMz1dFQN9JZTPjv1hxEk+sRWm05row04Yoolgdiw= github.com/ykadowak/zerologlint v0.1.5/go.mod h1:KaUskqF3e/v59oPmdq1U1DnKcuHokl2/K1U4pmIELKg= +github.com/youmark/pkcs8 v0.0.0-20181117223130-1be2e3e5546d/go.mod h1:rHwXgn7JulP+udvsHwJoVG1YGAP6VLg4y9I5dyZdqmA= github.com/yuin/goldmark v1.1.25/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= github.com/yuin/goldmark v1.1.32/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74= @@ -933,6 +1048,10 @@ go.lsp.dev/protocol v0.12.0 h1:tNprUI9klQW5FAFVM4Sa+AbPFuVQByWhP1ttNUAjIWg= go.lsp.dev/protocol v0.12.0/go.mod h1:Qb11/HgZQ72qQbeyPfJbu3hZBH23s1sr4st8czGeDMQ= go.lsp.dev/uri v0.3.0 h1:KcZJmh6nFIBeJzTugn5JTU6OOyG0lDOo3R9KwTxTYbo= go.lsp.dev/uri v0.3.0/go.mod h1:P5sbO1IQR+qySTWOCnhnK7phBx+W3zbLqSMDJNTw88I= +go.mongodb.org/mongo-driver v1.7.3/go.mod h1:NqaYOwnXWr5Pm7AOpO5QFxKJ503nbMse/R79oO62zWg= +go.mongodb.org/mongo-driver v1.7.5/go.mod h1:VXEWRZ6URJIkUq2SCAyapmhH0ZLRBP+FT4xhp5Zvxng= +go.mongodb.org/mongo-driver v1.14.0 h1:P98w8egYRjYe3XDjxhYJagTokP/H6HzlsnojRgZRd80= +go.mongodb.org/mongo-driver v1.14.0/go.mod h1:Vzb0Mk/pa7e6cWw85R4F/endUC3u0U9jGcNU603k65c= go.opencensus.io v0.21.0/go.mod h1:mSImk1erAIZhrmZN+AvHh14ztQfjbGwt4TtuofqLduU= go.opencensus.io v0.22.0/go.mod h1:+kGneAE2xo2IficOXnaByMWTGM9T73dGwxeWcUqIpI8= go.opencensus.io v0.22.2/go.mod h1:yxeiOL68Rb0Xd1ddK5vPZ/oVn4vY4Ynel7k9FzqtOIw= @@ -970,10 +1089,13 @@ go.uber.org/zap v1.27.0/go.mod h1:GB2qFLM7cTU87MWRP2mPIjqfIDnGu+VIO4V/SdhGo2E= go.uber.org/zap/exp v0.3.0 h1:6JYzdifzYkGmTdRR59oYH+Ng7k49H9qVpWwNSsGJj3U= go.uber.org/zap/exp v0.3.0/go.mod h1:5I384qq7XGxYyByIhHm6jg5CHkGY0nsTfbDLgDDlgJQ= golang.org/x/crypto v0.0.0-20180723164146-c126467f60eb/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= +golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= +golang.org/x/crypto v0.0.0-20190422162423-af44ce270edf/go.mod h1:WFFai1msRO1wXaEeE5yQxYXgSfI8pQAWXbQop6sCtWE= golang.org/x/crypto v0.0.0-20190510104115-cbcb75029529/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20190605123033-f99c8df09eb5/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= golang.org/x/crypto v0.0.0-20191011191535-87dc89f01550/go.mod h1:yigFU9vqHzYiE8UmvKecakEJjdnWj3jj499lnFckfCI= +golang.org/x/crypto v0.0.0-20200302210943-78000ba7a073/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/crypto v0.0.0-20201002170205-7f63de1d35b0/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= golang.org/x/crypto v0.0.0-20210513164829-c07d793c2f9a/go.mod h1:P+XmwS30IXTQdn5tA2iutPOUgjI07+tq3H3K9MVA1s8= @@ -1050,6 +1172,7 @@ golang.org/x/net v0.0.0-20201021035429-f5854403a974/go.mod h1:sp8m0HH+o8qH0wwXwY golang.org/x/net v0.0.0-20201110031124-69a78807bb2b/go.mod h1:sp8m0HH+o8qH0wwXwYZr8TS3Oi6o0r6Gce1SSxlDquU= golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= golang.org/x/net v0.0.0-20210405180319-a5a99cb37ef4/go.mod h1:p54w0d4576C0XHj96bSt6lcn1PtDYWL6XObtHCRCNQM= +golang.org/x/net v0.0.0-20210421230115-4e50805a0758/go.mod h1:72T/g9IO56b78aLF+1Kcs5dz7/ng1VjMUvfKvpfy+jM= golang.org/x/net v0.0.0-20211015210444-4f30a5c0130f/go.mod h1:9nx3DQGgdP8bBQD5qxJ1jj9UTztislL4KSBs9R2vV5Y= golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c= golang.org/x/net v0.2.0/go.mod h1:KqCZLdyyvdV855qA2rE3GC2aiw5xGR5TEjj8smXukLY= @@ -1065,10 +1188,13 @@ golang.org/x/oauth2 v0.0.0-20190226205417-e64efc72b421/go.mod h1:gOpvHmFTYa4Iltr golang.org/x/oauth2 v0.0.0-20190604053449-0f29369cfe45/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20191202225959-858c2ad4c8b6/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= golang.org/x/oauth2 v0.0.0-20200107190931-bf48bf16ab8d/go.mod h1:gOpvHmFTYa4IltrdGE7lF6nIHvwfUNPOp7c8zoXwtLw= +golang.org/x/oauth2 v0.24.0 h1:KTBBxWqUa0ykRPLtV69rRto9TLXcqYkeswu48x/gvNE= +golang.org/x/oauth2 v0.24.0/go.mod h1:XYTD2NtWslqkgxebSiOHnXEap4TF09sJSc7H1sXbhtI= golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20181221193216-37e7f081c4d4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20190227155943-e225da77a7e6/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= +golang.org/x/sync v0.0.0-20190412183630-56d357773e84/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20190911185100-cd5d95a43a6e/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= golang.org/x/sync v0.0.0-20200625203802-6e8e738ad208/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM= @@ -1081,11 +1207,16 @@ golang.org/x/sync v0.4.0/go.mod h1:FU7BRWz2tNW+3quACPkgCx/L+uEAv1htQ0V83Z9Rj+Y= golang.org/x/sync v0.10.0 h1:3NQrjDixjgGwUOCaF8w2+VYHv0Ve/vGYSbdkTa98gmQ= golang.org/x/sync v0.10.0/go.mod h1:Czt+wKu1gCyEFDUtn0jG5QVvpJ6rzVqr5aXyt9drQfk= golang.org/x/sys v0.0.0-20180830151530-49385e6e1522/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20180905080454-ebe1bf3edb33/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= golang.org/x/sys v0.0.0-20190312061237-fead79001313/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190403152447-81d4e9dc473e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190419153524-e8e3143a4f4a/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190422165155-953cdadca894/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190502145724-3ef323f4f1fd/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190507160741-ecd444e8653b/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20190531175056-4c3a928424d2/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190606165138-5da285871e9c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190624142023-c5567b49c5d0/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= @@ -1106,6 +1237,7 @@ golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7w golang.org/x/sys v0.0.0-20210119212857-b64e53b001e4/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210124154548-22da62e12c0c/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210330210617-4fbd30eecc44/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20210420072515-93ed5bcd2bfe/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210423082822-04245dca01da/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= golang.org/x/sys v0.0.0-20210510120138-977fb7262007/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= @@ -1147,6 +1279,7 @@ golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= golang.org/x/text v0.3.2/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk= golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= +golang.org/x/text v0.3.5/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.6/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ= golang.org/x/text v0.4.0/go.mod h1:mrYo+phRRbMaCq/xk9113O4dZlRixOauAjOtrjsXDZ8= @@ -1168,9 +1301,13 @@ golang.org/x/tools v0.0.0-20190311212946-11955173bddd/go.mod h1:LCzVGOaR6xXOjkQ3 golang.org/x/tools v0.0.0-20190312151545-0bb0c0a6e846/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= golang.org/x/tools v0.0.0-20190312170243-e65039ee4138/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= golang.org/x/tools v0.0.0-20190321232350-e250d351ecad/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= +golang.org/x/tools v0.0.0-20190329151228-23e29df326fe/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= +golang.org/x/tools v0.0.0-20190416151739-9c9e1878f421/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= +golang.org/x/tools v0.0.0-20190420181800-aa740d480789/go.mod h1:LCzVGOaR6xXOjkQ3onu1FJEFr0SW1gC7cKk1uF8kGRs= golang.org/x/tools v0.0.0-20190425150028-36563e24a262/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= golang.org/x/tools v0.0.0-20190506145303-2d16b83fe98c/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= golang.org/x/tools v0.0.0-20190524140312-2c0ae7006135/go.mod h1:RgjU9mgBXZiqYHBnxXauZ1Gv1EHHAz9KjViQ78xBX0Q= +golang.org/x/tools v0.0.0-20190531172133-b3315ee88b7d/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20190606124116-d0a3d012864b/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20190621195816-6e04913cbbac/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= golang.org/x/tools v0.0.0-20190628153133-6cdbf07be9d0/go.mod h1:/rFqwRUd4F7ZHNgwSSTFct+R/Kf4OFW1sUzUTQQTgfc= @@ -1279,6 +1416,7 @@ google.golang.org/protobuf v1.35.2 h1:8Ar7bF+apOIoThw1EdZl0p1oWvMqTHmpA2fRTyZO8i google.golang.org/protobuf v1.35.2/go.mod h1:9fA7Ob0pmnwhb644+1+CVWFRbNajQ6iRojtC/QF5bRE= gopkg.in/check.v1 v0.0.0-20161208181325-20d25e280405/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= gopkg.in/check.v1 v1.0.0-20180628173108-788fd7840127/go.mod h1:Co6ibVJAznAaIkqp8huTwlJQCZ016jof/cbN4VW5Yz0= +gopkg.in/check.v1 v1.0.0-20200227125254-8fa46927fb4f/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/errgo.v2 v2.1.0/go.mod h1:hNsd1EY+bozCKY1Ytp96fpM3vjJbqLJn88ws8XvfDNI= @@ -1298,6 +1436,9 @@ gopkg.in/yaml.v2 v2.2.8/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= 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 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gopkg.in/yaml.v3 v3.0.0-20200605160147-a5ece683394c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gopkg.in/yaml.v3 v3.0.0-20200615113413-eeeca48fe776/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= +gopkg.in/yaml.v3 v3.0.0-20210107192922-496545a6307b/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gotest.tools/v3 v3.0.3 h1:4AuOwCGf4lLR9u3YOe2awrHygurzhO/HeQ6laiA6Sx0= diff --git a/pkg/plugin/connector/builtin/registry.go b/pkg/plugin/connector/builtin/registry.go index efd36f709..c5ce8c260 100644 --- a/pkg/plugin/connector/builtin/registry.go +++ b/pkg/plugin/connector/builtin/registry.go @@ -18,6 +18,7 @@ import ( "context" "runtime/debug" + weaviate "github.com/conduitio-labs/conduit-connector-weaviate" file "github.com/conduitio/conduit-connector-file" generator "github.com/conduitio/conduit-connector-generator" kafka "github.com/conduitio/conduit-connector-kafka" @@ -38,12 +39,13 @@ import ( // The key of the map is the import path of the module // containing the connector implementation. var DefaultBuiltinConnectors = map[string]sdk.Connector{ - "github.com/conduitio/conduit-connector-file": file.Connector, - "github.com/conduitio/conduit-connector-generator": generator.Connector, - "github.com/conduitio/conduit-connector-kafka": kafka.Connector, - "github.com/conduitio/conduit-connector-log": connLog.Connector, - "github.com/conduitio/conduit-connector-postgres": postgres.Connector, - "github.com/conduitio/conduit-connector-s3": s3.Connector, + "github.com/conduitio/conduit-connector-file": file.Connector, + "github.com/conduitio/conduit-connector-generator": generator.Connector, + "github.com/conduitio/conduit-connector-kafka": kafka.Connector, + "github.com/conduitio/conduit-connector-log": connLog.Connector, + "github.com/conduitio/conduit-connector-postgres": postgres.Connector, + "github.com/conduitio/conduit-connector-s3": s3.Connector, + "github.com/conduitio-labs/conduit-connector-weaviate": weaviate.Connector, } type blueprint struct { diff --git a/pkg/plugin/processor/builtin/impl/ai/openai/embedding.go b/pkg/plugin/processor/builtin/impl/ai/openai/embedding.go new file mode 100644 index 000000000..22820d81f --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/openai/embedding.go @@ -0,0 +1,163 @@ +// Copyright © 2024 Meroxa, Inc. +// +// 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. + +//go:generate paramgen -output=embedding_config_paramgen.go embeddingProcConfig + +package openai + +import ( + "context" + "fmt" + + "github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai" + "github.com/Azure/azure-sdk-for-go/sdk/azcore" + "github.com/conduitio/conduit-commons/config" + "github.com/conduitio/conduit-commons/lang" + "github.com/conduitio/conduit-commons/opencdc" + sdk "github.com/conduitio/conduit-processor-sdk" + "github.com/conduitio/conduit/pkg/foundation/cerrors" + "github.com/conduitio/conduit/pkg/foundation/log" +) + +const EmbeddingMetadataBase64 = "openai.embedding.base64" + +type embeddingProcConfig struct { + APIKey string `json:"apiKey" validate:"required"` + Endpoint string `json:"endpoint" default:"https://api.openai.com/v1"` + Model string `json:"model" validate:"required,inclusion=text-embedding-3-large|text-embedding-3-small|text-embedding-ada-002"` + InputField string `json:"inputField" validate:"regex=^\\.(Payload|Key).*" default:".Payload.After"` +} + +type embeddingProcessor struct { + sdk.UnimplementedProcessor + + cfg embeddingProcConfig + + inputFieldRefResolver sdk.ReferenceResolver + + client *azopenai.Client + logger log.CtxLogger +} + +func NewEmbeddingProcessor(log log.CtxLogger) sdk.Processor { + return &embeddingProcessor{ + logger: log.WithComponent("openai.embedding"), + } +} + +func (p *embeddingProcessor) Specification() (sdk.Specification, error) { + return sdk.Specification{ + Name: "openai.embedding", + Summary: "Generate OpenAI embeddings.", + Description: "", + Version: "v0.1.0", + Author: "Meroxa, Inc.", + Parameters: embeddingProcConfig{}.Parameters(), + }, nil +} + +func (p *embeddingProcessor) Configure(ctx context.Context, c config.Config) error { + cfg := embeddingProcConfig{} + err := sdk.ParseConfig(ctx, c, &cfg, embeddingProcConfig{}.Parameters()) + if err != nil { + return cerrors.Errorf("failed to parse configuration: %w", err) + } + + inputResolver, err := sdk.NewReferenceResolver(cfg.InputField) + if err != nil { + return cerrors.Errorf(`failed to create a field resolver for %v parameter: %w`, cfg.InputField, err) + } + p.inputFieldRefResolver = inputResolver + + p.cfg = cfg + return nil +} + +func (p *embeddingProcessor) Open(ctx context.Context) error { + keyCredential := azcore.NewKeyCredential(p.cfg.APIKey) + + // NOTE: this constructor creates a client that connects to the public OpenAI endpoint. + // To connect to an Azure OpenAI endpoint, use azopenai.NewClient() or azopenai.NewClientWithyKeyCredential. + client, err := azopenai.NewClientForOpenAI("https://api.openai.com/v1", keyCredential, nil) + if err != nil { + return cerrors.Errorf("failed to create OpenAI client: %w", err) + } + + p.client = client + return nil +} + +func (p *embeddingProcessor) Process(ctx context.Context, records []opencdc.Record) []sdk.ProcessedRecord { + out := make([]sdk.ProcessedRecord, 0, len(records)) + + // Prepare request (batch all embedding inputs) + var embeddingInputs []string + for _, record := range records { + inRef, err := p.inputFieldRefResolver.Resolve(&record) + if err != nil { + out = append(out, sdk.ErrorRecord{Error: fmt.Errorf("failed to resolve reference %v: %w", p.cfg.InputField, err)}) + continue + } + + embeddingInputs = append(embeddingInputs, p.getEmbeddingInput(inRef.Get())) + } + + // Execute request (get embeddings) + embeddings, err := p.client.GetEmbeddings( + ctx, + azopenai.EmbeddingsOptions{ + Input: embeddingInputs, + EncodingFormat: lang.Ptr(azopenai.EmbeddingEncodingFormatBase64), + DeploymentName: &p.cfg.Model, + }, + nil, + ) + // If the request failed, declare processing for all records as failed + if err != nil { + for range len(records) { + out = append(out, sdk.ErrorRecord{Error: err}) + } + + return out + } + + p.logger.Trace(ctx). + Any("embedding_input", embeddingInputs). + Any("embedding_output", embeddings). + Msg("got embeddings") + + for i, record := range records { + // todo this is huge + record.Metadata[EmbeddingMetadataBase64] = embeddings.Data[i].EmbeddingBase64 + // todo add more metadata related to the embeddings + out = append(out, sdk.SingleRecord(record)) + } + + return out +} + +func (p *embeddingProcessor) Teardown(context.Context) error { + return nil +} + +func (p *embeddingProcessor) getEmbeddingInput(val any) string { + switch v := val.(type) { + case opencdc.RawData: + return string(v) + case opencdc.StructuredData: + return string(v.Bytes()) + default: + return fmt.Sprintf("%v", v) + } +} diff --git a/pkg/plugin/processor/builtin/impl/ai/openai/embedding_config_paramgen.go b/pkg/plugin/processor/builtin/impl/ai/openai/embedding_config_paramgen.go new file mode 100644 index 000000000..678dab366 --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/openai/embedding_config_paramgen.go @@ -0,0 +1,53 @@ +// Code generated by paramgen. DO NOT EDIT. +// Source: github.com/ConduitIO/conduit-commons/tree/main/paramgen + +package openai + +import ( + "regexp" + + "github.com/conduitio/conduit-commons/config" +) + +const ( + embeddingProcConfigApiKey = "apiKey" + embeddingProcConfigEndpoint = "endpoint" + embeddingProcConfigInputField = "inputField" + embeddingProcConfigModel = "model" +) + +func (embeddingProcConfig) Parameters() map[string]config.Parameter { + return map[string]config.Parameter{ + embeddingProcConfigApiKey: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + }, + }, + embeddingProcConfigEndpoint: { + Default: "https://api.openai.com/v1", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{}, + }, + embeddingProcConfigInputField: { + Default: ".Payload.After", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRegex{Regex: regexp.MustCompile("^\\.(Payload|Key).*")}, + }, + }, + embeddingProcConfigModel: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + config.ValidationInclusion{List: []string{"text-embedding-3-large", "text-embedding-3-small", "text-embedding-ada-002"}}, + }, + }, + } +} diff --git a/pkg/plugin/processor/builtin/impl/ai/openai/prompt.go b/pkg/plugin/processor/builtin/impl/ai/openai/prompt.go new file mode 100644 index 000000000..fc6a82f7c --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/openai/prompt.go @@ -0,0 +1,193 @@ +// Copyright © 2024 Meroxa, Inc. +// +// 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. + +//go:generate paramgen -output=prompt_config_paramgen.go promptProcConfig + +package openai + +import ( + "context" + "fmt" + + "github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai" + "github.com/Azure/azure-sdk-for-go/sdk/azcore" + "github.com/conduitio/conduit-commons/config" + "github.com/conduitio/conduit-commons/lang" + "github.com/conduitio/conduit-commons/opencdc" + sdk "github.com/conduitio/conduit-processor-sdk" + "github.com/conduitio/conduit/pkg/foundation/cerrors" + "github.com/conduitio/conduit/pkg/foundation/log" +) + +const MetadataPromptContext = "weaviate.context" + +type promptProcConfig struct { + APIKey string `json:"apiKey" validate:"required"` + Endpoint string `json:"endpoint" default:"https://api.openai.com/v1"` + Prompt string `json:"prompt" validate:"required"` + InputField string `json:"inputField" validate:"regex=^\\.(Payload|Key).*" default:".Payload.After"` + OutputField string `json:"outputField" validate:"regex=^\\.(Payload|Key).*" default:".Payload.After"` +} + +type promptProcessor struct { + sdk.UnimplementedProcessor + + cfg promptProcConfig + + inputFieldRefResolver sdk.ReferenceResolver + outputFieldRefResolver sdk.ReferenceResolver + + client *azopenai.Client + logger log.CtxLogger +} + +func NewPromptProcessor(log log.CtxLogger) sdk.Processor { + return &promptProcessor{ + logger: log.WithComponent("openai.prompt"), + } +} + +func (p *promptProcessor) Specification() (sdk.Specification, error) { + return sdk.Specification{ + Name: "openai.prompt", + Summary: "Generate OpenAI prompts.", + Description: "", + Version: "v0.1.0", + Author: "Meroxa, Inc.", + Parameters: promptProcConfig{}.Parameters(), + }, nil +} + +func (p *promptProcessor) Configure(ctx context.Context, c config.Config) error { + cfg := promptProcConfig{} + err := sdk.ParseConfig(ctx, c, &cfg, promptProcConfig{}.Parameters()) + if err != nil { + return cerrors.Errorf("failed to parse configuration: %w", err) + } + + inputResolver, err := sdk.NewReferenceResolver(cfg.InputField) + if err != nil { + return cerrors.Errorf(`failed to create a field resolver for %v parameter: %w`, cfg.InputField, err) + } + p.inputFieldRefResolver = inputResolver + + outputResolver, err := sdk.NewReferenceResolver(cfg.OutputField) + if err != nil { + return cerrors.Errorf(`failed to create a field resolver for %v parameter: %w`, cfg.OutputField, err) + } + p.outputFieldRefResolver = outputResolver + + p.cfg = cfg + return nil +} + +func (p *promptProcessor) Open(ctx context.Context) error { + keyCredential := azcore.NewKeyCredential(p.cfg.APIKey) + + // NOTE: this constructor creates a client that connects to the public OpenAI endpoint. + // To connect to an Azure OpenAI endpoint, use azopenai.NewClient() or azopenai.NewClientWithyKeyCredential. + client, err := azopenai.NewClientForOpenAI("https://api.openai.com/v1", keyCredential, nil) + if err != nil { + return cerrors.Errorf("failed to create OpenAI client: %w", err) + } + + p.client = client + return nil +} + +func (p *promptProcessor) Process(ctx context.Context, records []opencdc.Record) []sdk.ProcessedRecord { + out := make([]sdk.ProcessedRecord, 0, len(records)) + + for _, rec := range records { + out = append(out, p.processRecord(ctx, rec)) + } + + return out +} + +func (p *promptProcessor) Teardown(ctx context.Context) error { + return nil +} + +func (p *promptProcessor) processRecord(ctx context.Context, rec opencdc.Record) sdk.ProcessedRecord { + inRef, err := p.inputFieldRefResolver.Resolve(&rec) + if err != nil { + return sdk.ErrorRecord{ + Error: fmt.Errorf("failed to resolve reference %v: %w", p.cfg.InputField, err), + } + } + + var messages []azopenai.ChatRequestMessageClassification + promptCtx, ok := rec.Metadata[MetadataPromptContext] + if ok { + messages = append( + messages, + &azopenai.ChatRequestSystemMessage{ + Content: azopenai.NewChatRequestSystemMessageContent( + "Here's the context about the request that's going to be made: " + promptCtx, + ), + }, + ) + } + messages = append( + messages, + &azopenai.ChatRequestUserMessage{ + Content: azopenai.NewChatRequestUserMessageContent(p.cfg.Prompt + ": " + p.getPromptInput(inRef.Get())), + }, + ) + + resp, err := p.client.GetChatCompletions( + ctx, + azopenai.ChatCompletionsOptions{ + // This is a conversation in progress. + // NOTE: all messages count against token usage for this API. + Messages: messages, + DeploymentName: lang.Ptr("gpt-4o"), + }, + nil, + ) + if err != nil { + return sdk.ErrorRecord{ + Error: fmt.Errorf("failed to get chat completions: %w", err), + } + } + + if resp.Choices[0].Message != nil && resp.Choices[0].Message.Content != nil { + outRef, err := p.outputFieldRefResolver.Resolve(&rec) + if err != nil { + return sdk.ErrorRecord{ + Error: fmt.Errorf("failed to resolve reference %v: %w", p.cfg.OutputField, err), + } + } + err = outRef.Set(*resp.Choices[0].Message.Content) + if err != nil { + return sdk.ErrorRecord{ + Error: fmt.Errorf("failed to set chat completion content for %v: %w", p.cfg.OutputField, err), + } + } + } + + return sdk.SingleRecord(rec) +} + +func (p *promptProcessor) getPromptInput(val any) string { + switch v := val.(type) { + case opencdc.RawData: + return string(v) + case opencdc.StructuredData: + return string(v.Bytes()) + default: + return fmt.Sprintf("%v", v) + } +} diff --git a/pkg/plugin/processor/builtin/impl/ai/openai/prompt_config_paramgen.go b/pkg/plugin/processor/builtin/impl/ai/openai/prompt_config_paramgen.go new file mode 100644 index 000000000..a46c6c2f5 --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/openai/prompt_config_paramgen.go @@ -0,0 +1,61 @@ +// Code generated by paramgen. DO NOT EDIT. +// Source: github.com/ConduitIO/conduit-commons/tree/main/paramgen + +package openai + +import ( + "regexp" + + "github.com/conduitio/conduit-commons/config" +) + +const ( + promptProcConfigApiKey = "apiKey" + promptProcConfigEndpoint = "endpoint" + promptProcConfigInputField = "inputField" + promptProcConfigOutputField = "outputField" + promptProcConfigPrompt = "prompt" +) + +func (promptProcConfig) Parameters() map[string]config.Parameter { + return map[string]config.Parameter{ + promptProcConfigApiKey: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + }, + }, + promptProcConfigEndpoint: { + Default: "https://api.openai.com/v1", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{}, + }, + promptProcConfigInputField: { + Default: ".Payload.After", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRegex{Regex: regexp.MustCompile("^\\.(Payload|Key).*")}, + }, + }, + promptProcConfigOutputField: { + Default: ".Payload.After", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRegex{Regex: regexp.MustCompile("^\\.(Payload|Key).*")}, + }, + }, + promptProcConfigPrompt: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + }, + }, + } +} diff --git a/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context.go b/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context.go new file mode 100644 index 000000000..df6f5a055 --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context.go @@ -0,0 +1,189 @@ +// Copyright © 2024 Meroxa, Inc. +// +// 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. + +//go:generate paramgen -output=get_context_config_paramgen.go getContextConfig + +package weaviate + +import ( + "context" + "encoding/base64" + "encoding/binary" + "fmt" + "math" + "strings" + + "github.com/conduitio/conduit-commons/config" + "github.com/conduitio/conduit-commons/opencdc" + sdk "github.com/conduitio/conduit-processor-sdk" + "github.com/conduitio/conduit/pkg/foundation/cerrors" + "github.com/conduitio/conduit/pkg/foundation/log" + "github.com/weaviate/weaviate-go-client/v4/weaviate" + "github.com/weaviate/weaviate-go-client/v4/weaviate/graphql" +) + +type getContextConfig struct { + Endpoint string `json:"endpoint" default:"localhost:18080"` + Scheme string `json:"scheme" default:"http"` + ClassName string `json:"className" validate:"required"` + ContextField string `json:"contextField" validate:"required"` +} + +type getContextProcessor struct { + sdk.UnimplementedProcessor + cfg getContextConfig + client *weaviate.Client + logger log.CtxLogger +} + +func NewGetContextProcessor(logger log.CtxLogger) sdk.Processor { + return &getContextProcessor{ + logger: logger.WithComponent("weaviate.getContextProcessor"), + } +} + +func (p *getContextProcessor) Specification() (sdk.Specification, error) { + return sdk.Specification{ + Name: "weaviate.getContext", + Summary: "Get context from Weaviate", + Description: "Get context from Weaviate", + Version: "v0.1.0", + Author: "Meroxa, Inc.", + Parameters: getContextConfig{}.Parameters(), + }, nil +} + +func (p *getContextProcessor) Configure(ctx context.Context, c config.Config) error { + cfg := getContextConfig{} + err := sdk.ParseConfig(ctx, c, &cfg, getContextConfig{}.Parameters()) + if err != nil { + return cerrors.Errorf("failed to parse configuration: %w", err) + } + + p.cfg = cfg + return nil +} + +func (p *getContextProcessor) Open(ctx context.Context) error { + // Configure Weaviate client + cfg := weaviate.Config{ + Host: p.cfg.Endpoint, // Replace with your Weaviate instance URL + Scheme: p.cfg.Scheme, + } + client, err := weaviate.NewClient(cfg) + if err != nil { + return cerrors.Errorf("Failed to create Weaviate client: %v", err) + } + + p.client = client + return nil +} + +func (p *getContextProcessor) Process(ctx context.Context, records []opencdc.Record) []sdk.ProcessedRecord { + out := make([]sdk.ProcessedRecord, 0, len(records)) + + for _, record := range records { + out = append(out, p.setContext(ctx, record)) + } + + return out +} + +func (p *getContextProcessor) Teardown(ctx context.Context) error { + return nil +} + +func (p *getContextProcessor) setContext(ctx context.Context, rec opencdc.Record) sdk.ProcessedRecord { + embeddings, err := p.decodeEmbeddings(rec.Metadata["openai.embedding.base64"]) + if err != nil { + return sdk.ErrorRecord{Error: cerrors.Errorf("failed to decode embeddings: %w", err)} + } + + textContext, err := p.getContext(ctx, embeddings) + if err != nil { + return sdk.ErrorRecord{Error: cerrors.Errorf("failed to perform vector search: %w", err)} + } + + rec.Metadata["weaviate.context"] = textContext + + return sdk.SingleRecord(rec) +} + +func (p *getContextProcessor) decodeEmbeddings(base64Str string) ([]float32, error) { + // Decode the base64 string + decodedBytes, err := base64.StdEncoding.DecodeString(base64Str) + if err != nil { + return nil, err + } + + // Convert byte slice to float32 slice + embeddings := make([]float32, len(decodedBytes)/4) + + for i := 0; i < len(embeddings); i++ { + // Convert 4 bytes to a single float32 + bits := binary.LittleEndian.Uint32(decodedBytes[i*4 : (i+1)*4]) + embeddings[i] = math.Float32frombits(bits) + } + + return embeddings, nil +} + +func (p *getContextProcessor) getContext(ctx context.Context, targetEmbedding []float32) (string, error) { + // Prepare the GraphQL query for vector search + fields := []graphql.Field{ + {Name: p.cfg.ContextField}, + {Name: "_additional { distance }"}, + } + + result, err := p.client.GraphQL(). + Get(). + WithClassName(p.cfg.ClassName). + WithFields(fields...). + WithNearVector( + p.client.GraphQL().NearVectorArgBuilder().WithVector(targetEmbedding), + ). + WithLimit(5). + Do(ctx) + if err != nil { + return "", fmt.Errorf("vector search failed: %v", err) + } + + // Process and print the results + if result.Errors != nil { + errs := make([]string, 0) + for _, resultErr := range result.Errors { + errs = append(errs, resultErr.Message) + } + return "", cerrors.Errorf("vector search failed: %v", strings.Join(errs, ", ")) + } + + data := result.Data["Get"].(map[string]interface{})[p.cfg.ClassName].([]interface{}) + + sb := strings.Builder{} + p.logger.Info(ctx).Msg("found closest texts") + fmt.Println("Top 5 Closest Texts:") + for _, item := range data { + itemMap := item.(map[string]interface{}) + text := itemMap[p.cfg.ContextField].(string) + + sb.WriteString(text) + sb.WriteRune('\n') + sb.WriteRune('\n') + } + + p.logger.Info(ctx). + Str("context", sb.String()). + Msg("context built") + return sb.String(), nil +} diff --git a/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context_config_paramgen.go b/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context_config_paramgen.go new file mode 100644 index 000000000..533be74ac --- /dev/null +++ b/pkg/plugin/processor/builtin/impl/ai/weaviate/get_context_config_paramgen.go @@ -0,0 +1,48 @@ +// Code generated by paramgen. DO NOT EDIT. +// Source: github.com/ConduitIO/conduit-commons/tree/main/paramgen + +package weaviate + +import ( + "github.com/conduitio/conduit-commons/config" +) + +const ( + getContextConfigClassName = "className" + getContextConfigContextField = "contextField" + getContextConfigEndpoint = "endpoint" + getContextConfigScheme = "scheme" +) + +func (getContextConfig) Parameters() map[string]config.Parameter { + return map[string]config.Parameter{ + getContextConfigClassName: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + }, + }, + getContextConfigContextField: { + Default: "", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{ + config.ValidationRequired{}, + }, + }, + getContextConfigEndpoint: { + Default: "localhost:18080", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{}, + }, + getContextConfigScheme: { + Default: "http", + Description: "", + Type: config.ParameterTypeString, + Validations: []config.Validation{}, + }, + } +} diff --git a/pkg/plugin/processor/builtin/registry.go b/pkg/plugin/processor/builtin/registry.go index b6e6a18f5..85cb6754b 100644 --- a/pkg/plugin/processor/builtin/registry.go +++ b/pkg/plugin/processor/builtin/registry.go @@ -26,6 +26,8 @@ import ( "github.com/conduitio/conduit/pkg/foundation/log" "github.com/conduitio/conduit/pkg/plugin" "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl" + "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl/ai/openai" + "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl/ai/weaviate" "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl/avro" "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl/base64" "github.com/conduitio/conduit/pkg/plugin/processor/builtin/impl/custom" @@ -38,23 +40,35 @@ import ( ) var DefaultBuiltinProcessors = map[string]ProcessorPluginConstructor{ - "avro.decode": avro.NewDecodeProcessor, - "avro.encode": avro.NewEncodeProcessor, - "base64.decode": base64.NewDecodeProcessor, - "base64.encode": base64.NewEncodeProcessor, - "custom.javascript": custom.NewJavascriptProcessor, - "error": impl.NewErrorProcessor, - "filter": impl.NewFilterProcessor, - "field.convert": field.NewConvertProcessor, - "field.exclude": field.NewExcludeProcessor, - "field.rename": field.NewRenameProcessor, - "field.set": field.NewSetProcessor, - "json.decode": json.NewDecodeProcessor, - "json.encode": json.NewEncodeProcessor, + "avro.decode": avro.NewDecodeProcessor, + "avro.encode": avro.NewEncodeProcessor, + + "base64.decode": base64.NewDecodeProcessor, + "base64.encode": base64.NewEncodeProcessor, + + "custom.javascript": custom.NewJavascriptProcessor, + "error": impl.NewErrorProcessor, + + "filter": impl.NewFilterProcessor, + + "field.convert": field.NewConvertProcessor, + "field.exclude": field.NewExcludeProcessor, + "field.rename": field.NewRenameProcessor, + "field.set": field.NewSetProcessor, + + "json.decode": json.NewDecodeProcessor, + "json.encode": json.NewEncodeProcessor, + "unwrap.debezium": unwrap.NewDebeziumProcessor, "unwrap.kafkaconnect": unwrap.NewKafkaConnectProcessor, "unwrap.opencdc": unwrap.NewOpenCDCProcessor, - "webhook.http": webhook.NewHTTPProcessor, + + "webhook.http": webhook.NewHTTPProcessor, + + "openai.embedding": openai.NewEmbeddingProcessor, + "openai.prompt": openai.NewPromptProcessor, + + "weaviate.getContext": weaviate.NewGetContextProcessor, } type schemaRegistryProcessor interface {