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Updating to use the latest OpenAI packages, including using the official OpenAI go package (#31)
* Updating to use the latest OpenAI packages, including using the official OpenAI client. * Updating the Go version to just be "n-1". * Update to latest of openai and azure. * Don't carry over the nil! Co-authored-by: Pat Altimore <17440249+PatAltimore@users.noreply.github.com> * Update mongo-vcore-vector-search-go/src/utils.go Co-authored-by: Pat Altimore <17440249+PatAltimore@users.noreply.github.com> --------- Co-authored-by: ripark <ripark@microsoft.com> Co-authored-by: Pat Altimore <17440249+PatAltimore@users.noreply.github.com>
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Lines changed: 116 additions & 94 deletions

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‎mongo-vcore-vector-search-go/README.md‎

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@@ -23,7 +23,7 @@ Before running this project, you need:
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4. **Azure CLI** installed and configured
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### Development Environment
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- **Go 1.21 or higher**
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- **Go 1.24 or higher**
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- **Git** (for cloning the repository)
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- **Visual Studio Code** (recommended) or another Go IDE
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@@ -387,4 +387,4 @@ If you encounter issues:
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1. Check the troubleshooting section above
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2. Review Azure resource configurations
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3. Verify environment variable settings
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4. Check Azure service status and quotas
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4. Check Azure service status and quotas

‎mongo-vcore-vector-search-go/go.mod‎

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@@ -3,30 +3,34 @@ module cosmos-db-vector-samples
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go 1.24.0
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require (
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github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.4.1
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github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1
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github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0
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github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0
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github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1
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github.com/joho/godotenv v1.5.1
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github.com/openai/openai-go/v3 v3.12.0
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go.mongodb.org/mongo-driver v1.17.6
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)
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require (
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github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0 // indirect
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github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 // indirect
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github.com/golang-jwt/jwt/v5 v5.2.2 // indirect
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github.com/golang/snappy v0.0.4 // indirect
14+
github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 // indirect
15+
github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 // indirect
16+
github.com/golang-jwt/jwt/v5 v5.3.0 // indirect
17+
github.com/golang/snappy v1.0.0 // indirect
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github.com/google/uuid v1.6.0 // indirect
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github.com/klauspost/compress v1.16.7 // indirect
19+
github.com/klauspost/compress v1.18.2 // indirect
2020
github.com/kylelemons/godebug v1.1.0 // indirect
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github.com/montanaflynn/stats v0.7.1 // indirect
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github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c // indirect
23+
github.com/tidwall/gjson v1.18.0 // indirect
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github.com/tidwall/match v1.2.0 // indirect
25+
github.com/tidwall/pretty v1.2.1 // indirect
26+
github.com/tidwall/sjson v1.2.5 // indirect
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github.com/xdg-go/pbkdf2 v1.0.0 // indirect
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github.com/xdg-go/scram v1.1.2 // indirect
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github.com/xdg-go/scram v1.2.0 // indirect
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github.com/xdg-go/stringprep v1.0.4 // indirect
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github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 // indirect
27-
golang.org/x/crypto v0.45.0 // indirect
28-
golang.org/x/net v0.47.0 // indirect
29-
golang.org/x/sync v0.18.0 // indirect
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golang.org/x/sys v0.38.0 // indirect
31-
golang.org/x/text v0.31.0 // indirect
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golang.org/x/crypto v0.46.0 // indirect
32+
golang.org/x/net v0.48.0 // indirect
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golang.org/x/sync v0.19.0 // indirect
34+
golang.org/x/sys v0.39.0 // indirect
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golang.org/x/text v0.32.0 // indirect
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)

‎mongo-vcore-vector-search-go/go.sum‎

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github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.4.1 h1:NaLDBhytGN10OHov6RDWWmrN+lAlEfgJ0AcjGtXbSqg=
2-
github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai v0.4.1/go.mod h1:VXAmay6g9K3DQcHfedhb8tvpTlsTtvAdkecDmJKH8+0=
3-
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1 h1:E+OJmp2tPvt1W+amx48v1eqbjDYsgN+RzP4q16yV5eM=
4-
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.11.1/go.mod h1:a6xsAQUZg+VsS3TJ05SRp524Hs4pZ/AeFSr5ENf0Yjo=
5-
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0 h1:U2rTu3Ef+7w9FHKIAXM6ZyqF3UOWJZ12zIm8zECAFfg=
6-
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.6.0/go.mod h1:9kIvujWAA58nmPmWB1m23fyWic1kYZMxD9CxaWn4Qpg=
7-
github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0 h1:jBQA3cKT4L2rWMpgE7Yt3Hwh2aUj8KXjIGLxjHeYNNo=
8-
github.com/Azure/azure-sdk-for-go/sdk/internal v1.8.0/go.mod h1:4OG6tQ9EOP/MT0NMjDlRzWoVFxfu9rN9B2X+tlSVktg=
9-
github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 h1:XHOnouVk1mxXfQidrMEnLlPk9UMeRtyBTnEFtxkV0kU=
10-
github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
1+
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0 h1:JXg2dwJUmPB9JmtVmdEB16APJ7jurfbY5jnfXpJoRMc=
2+
github.com/Azure/azure-sdk-for-go/sdk/azcore v1.20.0/go.mod h1:YD5h/ldMsG0XiIw7PdyNhLxaM317eFh5yNLccNfGdyw=
3+
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1 h1:Hk5QBxZQC1jb2Fwj6mpzme37xbCDdNTxU7O9eb5+LB4=
4+
github.com/Azure/azure-sdk-for-go/sdk/azidentity v1.13.1/go.mod h1:IYus9qsFobWIc2YVwe/WPjcnyCkPKtnHAqUYeebc8z0=
5+
github.com/Azure/azure-sdk-for-go/sdk/azidentity/cache v0.3.2 h1:yz1bePFlP5Vws5+8ez6T3HWXPmwOK7Yvq8QxDBD3SKY=
6+
github.com/Azure/azure-sdk-for-go/sdk/azidentity/cache v0.3.2/go.mod h1:Pa9ZNPuoNu/GztvBSKk9J1cDJW6vk/n0zLtV4mgd8N8=
7+
github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2 h1:9iefClla7iYpfYWdzPCRDozdmndjTm8DXdpCzPajMgA=
8+
github.com/Azure/azure-sdk-for-go/sdk/internal v1.11.2/go.mod h1:XtLgD3ZD34DAaVIIAyG3objl5DynM3CQ/vMcbBNJZGI=
9+
github.com/AzureAD/microsoft-authentication-extensions-for-go/cache v0.1.1 h1:WJTmL004Abzc5wDB5VtZG2PJk5ndYDgVacGqfirKxjM=
10+
github.com/AzureAD/microsoft-authentication-extensions-for-go/cache v0.1.1/go.mod h1:tCcJZ0uHAmvjsVYzEFivsRTN00oz5BEsRgQHu5JZ9WE=
11+
github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0 h1:XRzhVemXdgvJqCH0sFfrBUTnUJSBrBf7++ypk+twtRs=
12+
github.com/AzureAD/microsoft-authentication-library-for-go v1.6.0/go.mod h1:HKpQxkWaGLJ+D/5H8QRpyQXA1eKjxkFlOMwck5+33Jk=
1113
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
1214
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
13-
github.com/golang-jwt/jwt/v5 v5.2.2 h1:Rl4B7itRWVtYIHFrSNd7vhTiz9UpLdi6gZhZ3wEeDy8=
14-
github.com/golang-jwt/jwt/v5 v5.2.2/go.mod h1:pqrtFR0X4osieyHYxtmOUWsAWrfe1Q5UVIyoH402zdk=
15-
github.com/golang/snappy v0.0.4 h1:yAGX7huGHXlcLOEtBnF4w7FQwA26wojNCwOYAEhLjQM=
16-
github.com/golang/snappy v0.0.4/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
15+
github.com/golang-jwt/jwt/v5 v5.3.0 h1:pv4AsKCKKZuqlgs5sUmn4x8UlGa0kEVt/puTpKx9vvo=
16+
github.com/golang-jwt/jwt/v5 v5.3.0/go.mod h1:fxCRLWMO43lRc8nhHWY6LGqRcf+1gQWArsqaEUEa5bE=
17+
github.com/golang/snappy v1.0.0 h1:Oy607GVXHs7RtbggtPBnr2RmDArIsAefDwvrdWvRhGs=
18+
github.com/golang/snappy v1.0.0/go.mod h1:/XxbfmMg8lxefKM7IXC3fBNl/7bRcc72aCRzEWrmP2Q=
1719
github.com/google/go-cmp v0.6.0 h1:ofyhxvXcZhMsU5ulbFiLKl/XBFqE1GSq7atu8tAmTRI=
1820
github.com/google/go-cmp v0.6.0/go.mod h1:17dUlkBOakJ0+DkrSSNjCkIjxS6bF9zb3elmeNGIjoY=
1921
github.com/google/uuid v1.6.0 h1:NIvaJDMOsjHA8n1jAhLSgzrAzy1Hgr+hNrb57e+94F0=
2022
github.com/google/uuid v1.6.0/go.mod h1:TIyPZe4MgqvfeYDBFedMoGGpEw/LqOeaOT+nhxU+yHo=
2123
github.com/joho/godotenv v1.5.1 h1:7eLL/+HRGLY0ldzfGMeQkb7vMd0as4CfYvUVzLqw0N0=
2224
github.com/joho/godotenv v1.5.1/go.mod h1:f4LDr5Voq0i2e/R5DDNOoa2zzDfwtkZa6DnEwAbqwq4=
23-
github.com/klauspost/compress v1.16.7 h1:2mk3MPGNzKyxErAw8YaohYh69+pa4sIQSC0fPGCFR9I=
24-
github.com/klauspost/compress v1.16.7/go.mod h1:ntbaceVETuRiXiv4DpjP66DpAtAGkEQskQzEyD//IeE=
25+
github.com/keybase/go-keychain v0.0.1 h1:way+bWYa6lDppZoZcgMbYsvC7GxljxrskdNInRtuthU=
26+
github.com/keybase/go-keychain v0.0.1/go.mod h1:PdEILRW3i9D8JcdM+FmY6RwkHGnhHxXwkPPMeUgOK1k=
27+
github.com/klauspost/compress v1.18.2 h1:iiPHWW0YrcFgpBYhsA6D1+fqHssJscY/Tm/y2Uqnapk=
28+
github.com/klauspost/compress v1.18.2/go.mod h1:R0h/fSBs8DE4ENlcrlib3PsXS61voFxhIs2DeRhCvJ4=
2529
github.com/kylelemons/godebug v1.1.0 h1:RPNrshWIDI6G2gRW9EHilWtl7Z6Sb1BR0xunSBf0SNc=
2630
github.com/kylelemons/godebug v1.1.0/go.mod h1:9/0rRGxNHcop5bhtWyNeEfOS8JIWk580+fNqagV/RAw=
2731
github.com/montanaflynn/stats v0.7.1 h1:etflOAAHORrCC44V+aR6Ftzort912ZU+YLiSTuV8eaE=
2832
github.com/montanaflynn/stats v0.7.1/go.mod h1:etXPPgVO6n31NxCd9KQUMvCM+ve0ruNzt6R8Bnaayow=
33+
github.com/openai/openai-go/v3 v3.12.0 h1:NkrImaglFQeDycc/n/fEmpFV8kKr8snl9/8X2x4eHOg=
34+
github.com/openai/openai-go/v3 v3.12.0/go.mod h1:cdufnVK14cWcT9qA1rRtrXx4FTRsgbDPW7Ia7SS5cZo=
2935
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c h1:+mdjkGKdHQG3305AYmdv1U2eRNDiU2ErMBj1gwrq8eQ=
3036
github.com/pkg/browser v0.0.0-20240102092130-5ac0b6a4141c/go.mod h1:7rwL4CYBLnjLxUqIJNnCWiEdr3bn6IUYi15bNlnbCCU=
3137
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM=
3238
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4=
33-
github.com/stretchr/testify v1.9.0 h1:HtqpIVDClZ4nwg75+f6Lvsy/wHu+3BoSGCbBAcpTsTg=
34-
github.com/stretchr/testify v1.9.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY=
39+
github.com/stretchr/testify v1.11.1 h1:7s2iGBzp5EwR7/aIZr8ao5+dra3wiQyKjjFuvgVKu7U=
40+
github.com/stretchr/testify v1.11.1/go.mod h1:wZwfW3scLgRK+23gO65QZefKpKQRnfz6sD981Nm4B6U=
41+
github.com/tidwall/gjson v1.14.2/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
42+
github.com/tidwall/gjson v1.18.0 h1:FIDeeyB800efLX89e5a8Y0BNH+LOngJyGrIWxG2FKQY=
43+
github.com/tidwall/gjson v1.18.0/go.mod h1:/wbyibRr2FHMks5tjHJ5F8dMZh3AcwJEMf5vlfC0lxk=
44+
github.com/tidwall/match v1.1.1/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
45+
github.com/tidwall/match v1.2.0 h1:0pt8FlkOwjN2fPt4bIl4BoNxb98gGHN2ObFEDkrfZnM=
46+
github.com/tidwall/match v1.2.0/go.mod h1:eRSPERbgtNPcGhD8UCthc6PmLEQXEWd3PRB5JTxsfmM=
47+
github.com/tidwall/pretty v1.2.0/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
48+
github.com/tidwall/pretty v1.2.1 h1:qjsOFOWWQl+N3RsoF5/ssm1pHmJJwhjlSbZ51I6wMl4=
49+
github.com/tidwall/pretty v1.2.1/go.mod h1:ITEVvHYasfjBbM0u2Pg8T2nJnzm8xPwvNhhsoaGGjNU=
50+
github.com/tidwall/sjson v1.2.5 h1:kLy8mja+1c9jlljvWTlSazM7cKDRfJuR/bOJhcY5NcY=
51+
github.com/tidwall/sjson v1.2.5/go.mod h1:Fvgq9kS/6ociJEDnK0Fk1cpYF4FIW6ZF7LAe+6jwd28=
3552
github.com/xdg-go/pbkdf2 v1.0.0 h1:Su7DPu48wXMwC3bs7MCNG+z4FhcyEuz5dlvchbq0B0c=
3653
github.com/xdg-go/pbkdf2 v1.0.0/go.mod h1:jrpuAogTd400dnrH08LKmI/xc1MbPOebTwRqcT5RDeI=
37-
github.com/xdg-go/scram v1.1.2 h1:FHX5I5B4i4hKRVRBCFRxq1iQRej7WO3hhBuJf+UUySY=
38-
github.com/xdg-go/scram v1.1.2/go.mod h1:RT/sEzTbU5y00aCK8UOx6R7YryM0iF1N2MOmC3kKLN4=
54+
github.com/xdg-go/scram v1.2.0 h1:bYKF2AEwG5rqd1BumT4gAnvwU/M9nBp2pTSxeZw7Wvs=
55+
github.com/xdg-go/scram v1.2.0/go.mod h1:3dlrS0iBaWKYVt2ZfA4cj48umJZ+cAEbR6/SjLA88I8=
3956
github.com/xdg-go/stringprep v1.0.4 h1:XLI/Ng3O1Atzq0oBs3TWm+5ZVgkq2aqdlvP9JtoZ6c8=
4057
github.com/xdg-go/stringprep v1.0.4/go.mod h1:mPGuuIYwz7CmR2bT9j4GbQqutWS1zV24gijq1dTyGkM=
4158
github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 h1:ilQV1hzziu+LLM3zUTJ0trRztfwgjqKnBWNtSRkbmwM=
@@ -45,34 +62,34 @@ go.mongodb.org/mongo-driver v1.17.6 h1:87JUG1wZfWsr6rIz3ZmpH90rL5tea7O3IHuSwHUps
4562
go.mongodb.org/mongo-driver v1.17.6/go.mod h1:Hy04i7O2kC4RS06ZrhPRqj/u4DTYkFDAAccj+rVKqgQ=
4663
golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w=
4764
golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc=
48-
golang.org/x/crypto v0.45.0 h1:jMBrvKuj23MTlT0bQEOBcAE0mjg8mK9RXFhRH6nyF3Q=
49-
golang.org/x/crypto v0.45.0/go.mod h1:XTGrrkGJve7CYK7J8PEww4aY7gM3qMCElcJQ8n8JdX4=
65+
golang.org/x/crypto v0.46.0 h1:cKRW/pmt1pKAfetfu+RCEvjvZkA9RimPbh7bhFjGVBU=
66+
golang.org/x/crypto v0.46.0/go.mod h1:Evb/oLKmMraqjZ2iQTwDwvCtJkczlDuTmdJXoZVzqU0=
5067
golang.org/x/mod v0.6.0-dev.0.20220419223038-86c51ed26bb4/go.mod h1:jJ57K6gSWd91VN4djpZkiMVwK6gcyfeH4XE8wZrZaV4=
5168
golang.org/x/net v0.0.0-20190620200207-3b0461eec859/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
5269
golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg=
5370
golang.org/x/net v0.0.0-20220722155237-a158d28d115b/go.mod h1:XRhObCWvk6IyKnWLug+ECip1KBveYUHfp+8e9klMJ9c=
54-
golang.org/x/net v0.47.0 h1:Mx+4dIFzqraBXUugkia1OOvlD6LemFo1ALMHjrXDOhY=
55-
golang.org/x/net v0.47.0/go.mod h1:/jNxtkgq5yWUGYkaZGqo27cfGZ1c5Nen03aYrrKpVRU=
71+
golang.org/x/net v0.48.0 h1:zyQRTTrjc33Lhh0fBgT/H3oZq9WuvRR5gPC70xpDiQU=
72+
golang.org/x/net v0.48.0/go.mod h1:+ndRgGjkh8FGtu1w1FGbEC31if4VrNVMuKTgcAAnQRY=
5673
golang.org/x/sync v0.0.0-20190423024810-112230192c58/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
5774
golang.org/x/sync v0.0.0-20220722155255-886fb9371eb4/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
58-
golang.org/x/sync v0.18.0 h1:kr88TuHDroi+UVf+0hZnirlk8o8T+4MrK6mr60WkH/I=
59-
golang.org/x/sync v0.18.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
75+
golang.org/x/sync v0.19.0 h1:vV+1eWNmZ5geRlYjzm2adRgW2/mcpevXNg50YZtPCE4=
76+
golang.org/x/sync v0.19.0/go.mod h1:9KTHXmSnoGruLpwFjVSX0lNNA75CykiMECbovNTZqGI=
6077
golang.org/x/sys v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY=
6178
golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
6279
golang.org/x/sys v0.0.0-20210615035016-665e8c7367d1/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
6380
golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
6481
golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
6582
golang.org/x/sys v0.1.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
66-
golang.org/x/sys v0.38.0 h1:3yZWxaJjBmCWXqhN1qh02AkOnCQ1poK6oF+a7xWL6Gc=
67-
golang.org/x/sys v0.38.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
83+
golang.org/x/sys v0.39.0 h1:CvCKL8MeisomCi6qNZ+wbb0DN9E5AATixKsvNtMoMFk=
84+
golang.org/x/sys v0.39.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks=
6885
golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
6986
golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
7087
golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
7188
golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ=
7289
golang.org/x/text v0.3.7/go.mod h1:u+2+/6zg+i71rQMx5EYifcz6MCKuco9NR6JIITiCfzQ=
7390
golang.org/x/text v0.3.8/go.mod h1:E6s5w1FMmriuDzIBO73fBruAKo1PCIq6d2Q6DHfQ8WQ=
74-
golang.org/x/text v0.31.0 h1:aC8ghyu4JhP8VojJ2lEHBnochRno1sgL6nEi9WGFGMM=
75-
golang.org/x/text v0.31.0/go.mod h1:tKRAlv61yKIjGGHX/4tP1LTbc13YSec1pxVEWXzfoeM=
91+
golang.org/x/text v0.32.0 h1:ZD01bjUt1FQ9WJ0ClOL5vxgxOI/sVCNgX1YtKwcY0mU=
92+
golang.org/x/text v0.32.0/go.mod h1:o/rUWzghvpD5TXrTIBuJU77MTaN0ljMWE47kxGJQ7jY=
7693
golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
7794
golang.org/x/tools v0.0.0-20191119224855-298f0cb1881e/go.mod h1:b+2E5dAYhXwXZwtnZ6UAqBI28+e2cm9otk0dWdXHAEo=
7895
golang.org/x/tools v0.1.12/go.mod h1:hNGJHUnrk76NpqgfD5Aqm5Crs+Hm0VOH/i9J2+nxYbc=

‎mongo-vcore-vector-search-go/src/create_embeddings.go‎

Lines changed: 12 additions & 9 deletions
Original file line numberDiff line numberDiff line change
@@ -7,8 +7,8 @@ import (
77
"strconv"
88
"time"
99

10-
"github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai"
1110
"github.com/joho/godotenv"
11+
"github.com/openai/openai-go/v3"
1212
)
1313

1414
// CreateEmbeddings generates embeddings for a list of texts using Azure OpenAI.
@@ -24,7 +24,7 @@ import (
2424
// Returns:
2525
// - List of embedding vectors, where each vector is a list of floats
2626
// - Error if the API call fails
27-
func CreateEmbeddings(ctx context.Context, texts []string, azureOpenAIClient *azopenai.Client, modelName string) ([][]float32, error) {
27+
func CreateEmbeddings(ctx context.Context, texts []string, openAIClient openai.Client, modelName string) ([][]float64, error) {
2828
if len(texts) == 0 {
2929
return nil, fmt.Errorf("no texts provided for embedding")
3030
}
@@ -33,16 +33,19 @@ func CreateEmbeddings(ctx context.Context, texts []string, azureOpenAIClient *az
3333

3434
// Call Azure OpenAI embedding API
3535
// The response contains embeddings for all input texts
36-
resp, err := azureOpenAIClient.GetEmbeddings(ctx, azopenai.EmbeddingsOptions{
37-
Input: texts,
38-
DeploymentName: &modelName,
39-
}, nil)
36+
resp, err := openAIClient.Embeddings.New(ctx, openai.EmbeddingNewParams{
37+
Input: openai.EmbeddingNewParamsInputUnion{
38+
OfArrayOfStrings: texts,
39+
},
40+
Model: modelName,
41+
})
42+
4043
if err != nil {
4144
return nil, fmt.Errorf("error generating embeddings: %v", err)
4245
}
4346

4447
// Extract embedding vectors from the API response
45-
embeddings := make([][]float32, len(resp.Data))
48+
embeddings := make([][]float64, len(resp.Data))
4649
for i, item := range resp.Data {
4750
embeddings[i] = item.Embedding
4851
}
@@ -62,7 +65,7 @@ func CreateEmbeddings(ctx context.Context, texts []string, azureOpenAIClient *az
6265
// - fieldToEmbed: Name of the field containing text to embed
6366
// - embeddedField: Name of the field where embeddings will be stored
6467
// - modelName: Name of the embedding model to use
65-
func ProcessEmbeddingBatch(ctx context.Context, dataBatch []map[string]interface{}, azureOpenAIClient *azopenai.Client, fieldToEmbed, embeddedField, modelName string) error {
68+
func ProcessEmbeddingBatch(ctx context.Context, dataBatch []map[string]interface{}, openAIClient openai.Client, fieldToEmbed, embeddedField, modelName string) error {
6669
// Extract texts that need embeddings
6770
var textsToEmbed []string
6871
var indicesWithText []int // Track which documents have text to embed
@@ -82,7 +85,7 @@ func ProcessEmbeddingBatch(ctx context.Context, dataBatch []map[string]interface
8285

8386
// Generate embeddings for all texts in this batch
8487
if len(textsToEmbed) > 0 {
85-
embeddings, err := CreateEmbeddings(ctx, textsToEmbed, azureOpenAIClient, modelName)
88+
embeddings, err := CreateEmbeddings(ctx, textsToEmbed, openAIClient, modelName)
8689
if err != nil {
8790
return fmt.Errorf("failed to create embeddings: %v", err)
8891
}

‎mongo-vcore-vector-search-go/src/diskann.go‎

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -10,7 +10,7 @@ import (
1010
"go.mongodb.org/mongo-driver/bson"
1111
"go.mongodb.org/mongo-driver/mongo"
1212

13-
"github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai"
13+
"github.com/openai/openai-go/v3"
1414
)
1515

1616
// CreateDiskANNVectorIndex creates a DiskANN vector index on the specified field
@@ -75,11 +75,11 @@ func CreateDiskANNVectorIndex(ctx context.Context, collection *mongo.Collection,
7575
}
7676

7777
// PerformDiskANNVectorSearch performs a vector search using DiskANN algorithm
78-
func PerformDiskANNVectorSearch(ctx context.Context, collection *mongo.Collection, azureOpenAIClient *azopenai.Client, queryText, vectorField, modelName string, topK int) ([]SearchResult, error) {
78+
func PerformDiskANNVectorSearch(ctx context.Context, collection *mongo.Collection, openAIClient openai.Client, queryText, vectorField, modelName string, topK int) ([]SearchResult, error) {
7979
fmt.Printf("Performing DiskANN vector search for: '%s'\n", queryText)
8080

8181
// Generate embedding for the query text
82-
queryEmbedding, err := GenerateEmbedding(ctx, azureOpenAIClient, queryText, modelName)
82+
queryEmbedding, err := GenerateEmbedding(ctx, openAIClient, queryText, modelName)
8383
if err != nil {
8484
return nil, fmt.Errorf("error generating embedding: %v", err)
8585
}

‎mongo-vcore-vector-search-go/src/hnsw.go‎

Lines changed: 3 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -7,10 +7,9 @@ import (
77
"strings"
88
"time"
99

10+
"github.com/openai/openai-go/v3"
1011
"go.mongodb.org/mongo-driver/bson"
1112
"go.mongodb.org/mongo-driver/mongo"
12-
13-
"github.com/Azure/azure-sdk-for-go/sdk/ai/azopenai"
1413
)
1514

1615
// CreateHNSWVectorIndex creates an HNSW (Hierarchical Navigable Small World) vector index on the specified field
@@ -75,11 +74,11 @@ func CreateHNSWVectorIndex(ctx context.Context, collection *mongo.Collection, ve
7574
}
7675

7776
// PerformHNSWVectorSearch performs a vector search using HNSW algorithm
78-
func PerformHNSWVectorSearch(ctx context.Context, collection *mongo.Collection, azureOpenAIClient *azopenai.Client, queryText, vectorField, modelName string, topK int, efSearch int) ([]SearchResult, error) {
77+
func PerformHNSWVectorSearch(ctx context.Context, collection *mongo.Collection, openAIClient openai.Client, queryText, vectorField, modelName string, topK int, efSearch int) ([]SearchResult, error) {
7978
fmt.Printf("Performing HNSW vector search for: '%s'\n", queryText)
8079

8180
// Convert query text to embedding vector
82-
queryEmbedding, err := GenerateEmbedding(ctx, azureOpenAIClient, queryText, modelName)
81+
queryEmbedding, err := GenerateEmbedding(ctx, openAIClient, queryText, modelName)
8382
if err != nil {
8483
return nil, fmt.Errorf("error generating embedding: %v", err)
8584
}

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