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# If you prefer the allow list template instead of the deny list, see community template: | ||
# https://github.com/github/gitignore/blob/main/community/Golang/Go.AllowList.gitignore | ||
# | ||
# Binaries for programs and plugins | ||
*.exe | ||
*.exe~ | ||
*.dll | ||
*.so | ||
*.dylib | ||
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# Test binary, built with `go test -c` | ||
*.test | ||
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# Output of the go coverage tool, specifically when used with LiteIDE | ||
*.out | ||
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# Dependency directories | ||
vendor/ | ||
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# Go workspace file | ||
go.work | ||
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# Model cache directory | ||
local_cache/ | ||
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# Misc | ||
.DS_Store |
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## WIP |
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module fastembed | ||
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go 1.21.1 | ||
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require ( | ||
github.com/schollz/progressbar/v3 v3.13.1 | ||
github.com/sugarme/tokenizer v0.2.2 | ||
github.com/yalue/onnxruntime_go v1.3.0 | ||
) | ||
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require ( | ||
github.com/emirpasic/gods v1.18.1 // indirect | ||
github.com/mattn/go-runewidth v0.0.15 // indirect | ||
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db // indirect | ||
github.com/rivo/uniseg v0.4.4 // indirect | ||
github.com/schollz/progressbar/v2 v2.15.0 // indirect | ||
github.com/sugarme/regexpset v0.0.0-20200920021344-4d4ec8eaf93c // indirect | ||
golang.org/x/sys v0.13.0 // indirect | ||
golang.org/x/term v0.13.0 // indirect | ||
golang.org/x/text v0.13.0 // indirect | ||
) |
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github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= | ||
github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c= | ||
github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38= | ||
github.com/emirpasic/gods v1.18.1 h1:FXtiHYKDGKCW2KzwZKx0iC0PQmdlorYgdFG9jPXJ1Bc= | ||
github.com/emirpasic/gods v1.18.1/go.mod h1:8tpGGwCnJ5H4r6BWwaV6OrWmMoPhUl5jm/FMNAnJvWQ= | ||
github.com/k0kubun/go-ansi v0.0.0-20180517002512-3bf9e2903213/go.mod h1:vNUNkEQ1e29fT/6vq2aBdFsgNPmy8qMdSay1npru+Sw= | ||
github.com/mattn/go-isatty v0.0.17/go.mod h1:kYGgaQfpe5nmfYZH+SKPsOc2e4SrIfOl2e/yFXSvRLM= | ||
github.com/mattn/go-runewidth v0.0.14/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w= | ||
github.com/mattn/go-runewidth v0.0.15 h1:UNAjwbU9l54TA3KzvqLGxwWjHmMgBUVhBiTjelZgg3U= | ||
github.com/mattn/go-runewidth v0.0.15/go.mod h1:Jdepj2loyihRzMpdS35Xk/zdY8IAYHsh153qUoGf23w= | ||
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db h1:62I3jR2EmQ4l5rM/4FEfDWcRD+abF5XlKShorW5LRoQ= | ||
github.com/mitchellh/colorstring v0.0.0-20190213212951-d06e56a500db/go.mod h1:l0dey0ia/Uv7NcFFVbCLtqEBQbrT4OCwCSKTEv6enCw= | ||
github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZbAQM= | ||
github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= | ||
github.com/rivo/uniseg v0.2.0/go.mod h1:J6wj4VEh+S6ZtnVlnTBMWIodfgj8LQOQFoIToxlJtxc= | ||
github.com/rivo/uniseg v0.4.4 h1:8TfxU8dW6PdqD27gjM8MVNuicgxIjxpm4K7x4jp8sis= | ||
github.com/rivo/uniseg v0.4.4/go.mod h1:FN3SvrM+Zdj16jyLfmOkMNblXMcoc8DfTHruCPUcx88= | ||
github.com/schollz/progressbar/v2 v2.15.0 h1:dVzHQ8fHRmtPjD3K10jT3Qgn/+H+92jhPrhmxIJfDz8= | ||
github.com/schollz/progressbar/v2 v2.15.0/go.mod h1:UdPq3prGkfQ7MOzZKlDRpYKcFqEMczbD7YmbPgpzKMI= | ||
github.com/schollz/progressbar/v3 v3.13.1 h1:o8rySDYiQ59Mwzy2FELeHY5ZARXZTVJC7iHD6PEFUiE= | ||
github.com/schollz/progressbar/v3 v3.13.1/go.mod h1:xvrbki8kfT1fzWzBT/UZd9L6GA+jdL7HAgq2RFnO6fQ= | ||
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 v1.4.0 h1:2E4SXV/wtOkTonXsotYi4li6zVWxYlZuYNCXe9XRJyk= | ||
github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4= | ||
github.com/sugarme/regexpset v0.0.0-20200920021344-4d4ec8eaf93c h1:pwb4kNSHb4K89ymCaN+5lPH/MwnfSVg4rzGDh4d+iy4= | ||
github.com/sugarme/regexpset v0.0.0-20200920021344-4d4ec8eaf93c/go.mod h1:2gwkXLWbDGUQWeL3RtpCmcY4mzCtU13kb9UsAg9xMaw= | ||
github.com/sugarme/tokenizer v0.2.2 h1:7X9324fqWSWU2U0oQeN5wNH7CJuYdehOS9Io4f/Xkow= | ||
github.com/sugarme/tokenizer v0.2.2/go.mod h1:2MKkQ/K0zFUFO4inPZ8rQaz+sJVz62LhbQG83rcuITA= | ||
github.com/yalue/onnxruntime_go v1.3.0 h1:f8Bch+AF6rRRyDdpN06s/ajpBMIXxDi/Ad6AHb0Mfk4= | ||
github.com/yalue/onnxruntime_go v1.3.0/go.mod h1:b4X26A8pekNb1ACJ58wAXgNKeUCGEAQ9dmACut9Sm/4= | ||
golang.org/x/sys v0.0.0-20220811171246-fbc7d0a398ab/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= | ||
golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= | ||
golang.org/x/sys v0.13.0 h1:Af8nKPmuFypiUBjVoU9V20FiaFXOcuZI21p0ycVYYGE= | ||
golang.org/x/sys v0.13.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= | ||
golang.org/x/term v0.6.0/go.mod h1:m6U89DPEgQRMq3DNkDClhWw02AUbt2daBVO4cn4Hv9U= | ||
golang.org/x/term v0.13.0 h1:bb+I9cTfFazGW51MZqBVmZy7+JEJMouUHTUSKVQLBek= | ||
golang.org/x/term v0.13.0/go.mod h1:LTmsnFJwVN6bCy1rVCoS+qHT1HhALEFxKncY3WNNh4U= | ||
golang.org/x/text v0.13.0 h1:ablQoSUd0tRdKxZewP80B+BaqeKJuVhuRxj/dkrun3k= | ||
golang.org/x/text v0.13.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE= | ||
gopkg.in/yaml.v2 v2.2.7 h1:VUgggvou5XRW9mHwD/yXxIYSMtY0zoKQf/v226p2nyo= | ||
gopkg.in/yaml.v2 v2.2.7/go.mod h1:hI93XBmqTisBFMUTm0b8Fm+jr3Dg1NNxqwp+5A1VGuI= |
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package main | ||
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import ( | ||
fastembed "fastembed/pkg" | ||
"fmt" | ||
) | ||
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func main() { | ||
model, err := fastembed.NewFlagEmbedding(&fastembed.InitOptions{ | ||
Model: fastembed.BGESmallEN, | ||
}) | ||
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if err != nil { | ||
panic(err) | ||
} | ||
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documents := []string{ | ||
"Is the world doing okay?", | ||
} | ||
embeddings, err := model.Embed(documents, 0) | ||
if err != nil { | ||
panic(err) | ||
} | ||
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fmt.Println(embeddings[0][0]) | ||
} |
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