From fcaad9164e7642663a9565d98196a6642feb48a1 Mon Sep 17 00:00:00 2001 From: Zhenghao Zhang Date: Tue, 11 Feb 2025 22:19:37 +0800 Subject: [PATCH] implement LLM-based recommender --- common/mock/openai.go | 8 +------- common/mock/openai_test.go | 3 +-- go.mod | 2 +- go.sum | 13 +++++++++++++ 4 files changed, 16 insertions(+), 10 deletions(-) diff --git a/common/mock/openai.go b/common/mock/openai.go index d347f5b33..390b3849d 100644 --- a/common/mock/openai.go +++ b/common/mock/openai.go @@ -29,8 +29,6 @@ type OpenAIServer struct { httpServer *http.Server authToken string ready chan struct{} - - mockEmbeddings []float32 } func NewOpenAIServer() *OpenAIServer { @@ -81,10 +79,6 @@ func (s *OpenAIServer) Close() error { return s.httpServer.Close() } -func (s *OpenAIServer) Embeddings(embeddings []float32) { - s.mockEmbeddings = embeddings -} - func (s *OpenAIServer) chatCompletion(req *restful.Request, resp *restful.Response) { var r openai.ChatCompletionRequest err := req.ReadEntity(&r) @@ -128,7 +122,7 @@ func (s *OpenAIServer) embeddings(req *restful.Request, resp *restful.Response) } _ = resp.WriteEntity(openai.EmbeddingResponse{ Data: []openai.Embedding{{ - Embedding: s.mockEmbeddings, + Embedding: make([]float32, 1024), }}, }) } diff --git a/common/mock/openai_test.go b/common/mock/openai_test.go index 450d2c6f6..7453de940 100644 --- a/common/mock/openai_test.go +++ b/common/mock/openai_test.go @@ -97,7 +97,6 @@ func (suite *OpenAITestSuite) TestChatCompletionStream() { } func (suite *OpenAITestSuite) TestEmbeddings() { - suite.server.Embeddings([]float32{1, 2, 3}) resp, err := suite.client.CreateEmbeddings( context.Background(), openai.EmbeddingRequest{ @@ -106,7 +105,7 @@ func (suite *OpenAITestSuite) TestEmbeddings() { }, ) suite.NoError(err) - suite.Equal([]float32{1, 2, 3}, resp.Data[0].Embedding) + suite.Equal(make([]float32, 1024), resp.Data[0].Embedding) } func TestOpenAITestSuite(t *testing.T) { diff --git a/go.mod b/go.mod index 5d232fe0c..5c3c07c29 100644 --- a/go.mod +++ b/go.mod @@ -110,7 +110,6 @@ require ( github.com/golang/protobuf v1.5.3 // indirect github.com/golang/snappy v0.0.4 // indirect github.com/google/flatbuffers v2.0.6+incompatible // indirect - github.com/google/pprof v0.0.0-20240827171923-fa2c70bbbfe5 // indirect github.com/grpc-ecosystem/grpc-gateway/v2 v2.22.0 // indirect github.com/hashicorp/go-version v1.6.0 // indirect github.com/hashicorp/hcl v1.0.0 // indirect @@ -152,6 +151,7 @@ require ( github.com/sagikazarmark/locafero v0.4.0 // indirect github.com/sagikazarmark/slog-shim v0.1.0 // indirect github.com/shopspring/decimal v1.3.1 // indirect + github.com/sirupsen/logrus v1.9.3 // indirect github.com/sourcegraph/conc v0.3.0 // indirect github.com/spf13/afero v1.11.0 // indirect github.com/spf13/cast v1.6.0 // indirect diff --git a/go.sum b/go.sum index 0c136e0ed..4b6e6462f 100644 --- a/go.sum +++ b/go.sum @@ -35,6 +35,8 @@ gioui.org v0.0.0-20210308172011-57750fc8a0a6/go.mod h1:RSH6KIUZ0p2xy5zHDxgAM4zum git.sr.ht/~sbinet/gg v0.3.1/go.mod h1:KGYtlADtqsqANL9ueOFkWymvzUvLMQllU5Ixo+8v3pc= github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/BurntSushi/xgb v0.0.0-20160522181843-27f122750802/go.mod h1:IVnqGOEym/WlBOVXweHU+Q+/VP0lqqI8lqeDx9IjBqo= +github.com/MakeNowJust/heredoc v1.0.0 h1:cXCdzVdstXyiTqTvfqk9SDHpKNjxuom+DOlyEeQ4pzQ= +github.com/MakeNowJust/heredoc v1.0.0/go.mod h1:mG5amYoWBHf8vpLOuehzbGGw0EHxpZZ6lCpQ4fNJ8LE= github.com/Masterminds/semver/v3 v3.1.1 h1:hLg3sBzpNErnxhQtUy/mmLR2I9foDujNK030IGemrRc= github.com/Masterminds/semver/v3 v3.1.1/go.mod h1:VPu/7SZ7ePZ3QOrcuXROw5FAcLl4a0cBrbBpGY/8hQs= github.com/PuerkitoBio/purell v1.1.1/go.mod h1:c11w/QuzBsJSee3cPx9rAFu61PvFxuPbtSwDGJws/X0= @@ -211,6 +213,8 @@ github.com/go-resty/resty/v2 v2.16.3/go.mod h1:hkJtXbA2iKHzJheXYvQ8snQES5ZLGKMwQ github.com/go-sql-driver/mysql v1.6.0 h1:BCTh4TKNUYmOmMUcQ3IipzF5prigylS7XXjEkfCHuOE= github.com/go-sql-driver/mysql v1.6.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg= github.com/go-stack/stack v1.8.0/go.mod h1:v0f6uXyyMGvRgIKkXu+yp6POWl0qKG85gN/melR3HDY= +github.com/go-task/slim-sprig/v3 v3.0.0 h1:sUs3vkvUymDpBKi3qH1YSqBQk9+9D/8M2mN1vB6EwHI= +github.com/go-task/slim-sprig/v3 v3.0.0/go.mod h1:W848ghGpv3Qj3dhTPRyJypKRiqCdHZiAzKg9hl15HA8= github.com/go-viper/mapstructure/v2 v2.2.1 h1:ZAaOCxANMuZx5RCeg0mBdEZk7DZasvvZIxtHqx8aGss= github.com/go-viper/mapstructure/v2 v2.2.1/go.mod h1:oJDH3BJKyqBA2TXFhDsKDGDTlndYOZ6rGS0BRZIxGhM= github.com/gofrs/uuid v4.0.0+incompatible h1:1SD/1F5pU8p29ybwgQSwpQk+mwdRrXCYuPhW6m+TnJw= @@ -488,7 +492,13 @@ github.com/montanaflynn/stats v0.7.1/go.mod h1:etXPPgVO6n31NxCd9KQUMvCM+ve0ruNzt github.com/mwitkow/go-conntrack v0.0.0-20161129095857-cc309e4a2223/go.mod h1:qRWi+5nqEBWmkhHvq77mSJWrCKwh8bxhgT7d/eI7P4U= github.com/mwitkow/go-conntrack v0.0.0-20190716064945-2f068394615f/go.mod h1:qRWi+5nqEBWmkhHvq77mSJWrCKwh8bxhgT7d/eI7P4U= github.com/niemeyer/pretty v0.0.0-20200227124842-a10e7caefd8e/go.mod h1:zD1mROLANZcx1PVRCS0qkT7pwLkGfwJo4zjcN/Tysno= +github.com/nikolalohinski/gonja/v2 v2.3.3 h1:5cTcmz0i/DwJl67US8Rvnb4OkBXB5V5OWd5IIAPPkXw= github.com/nikolalohinski/gonja/v2 v2.3.3/go.mod h1:8KC3RlefxnOaY5P4rH5erdwV0/owS83U615cSnDLYFs= +github.com/onsi/ginkgo v1.16.5 h1:8xi0RTUf59SOSfEtZMvwTvXYMzG4gV23XVHOZiXNtnE= +github.com/onsi/ginkgo/v2 v2.20.1 h1:YlVIbqct+ZmnEph770q9Q7NVAz4wwIiVNahee6JyUzo= +github.com/onsi/ginkgo/v2 v2.20.1/go.mod h1:lG9ey2Z29hR41WMVthyJBGUBcBhGOtoPF2VFMvBXFCI= +github.com/onsi/gomega v1.35.1 h1:Cwbd75ZBPxFSuZ6T+rN/WCb/gOc6YgFBXLlZLhC7Ds4= +github.com/onsi/gomega v1.35.1/go.mod h1:PvZbdDc8J6XJEpDK4HCuRBm8a6Fzp9/DmhC9C7yFlog= github.com/openzipkin/zipkin-go v0.4.1 h1:kNd/ST2yLLWhaWrkgchya40TJabe8Hioj9udfPcEO5A= github.com/openzipkin/zipkin-go v0.4.1/go.mod h1:qY0VqDSN1pOBN94dBc6w2GJlWLiovAyg7Qt6/I9HecM= github.com/orcaman/concurrent-map v1.0.0 h1:I/2A2XPCb4IuQWcQhBhSwGfiuybl/J0ev9HDbW65HOY= @@ -585,6 +595,8 @@ github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPx github.com/sirupsen/logrus v1.4.1/go.mod h1:ni0Sbl8bgC9z8RoU9G6nDWqqs/fq4eDPysMBDgk/93Q= github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE= github.com/sirupsen/logrus v1.6.0/go.mod h1:7uNnSEd1DgxDLC74fIahvMZmmYsHGZGEOFrfsX/uA88= +github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ= +github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ= github.com/sourcegraph/conc v0.3.0 h1:OQTbbt6P72L20UqAkXXuLOj79LfEanQ+YQFNpLA9ySo= github.com/sourcegraph/conc v0.3.0/go.mod h1:Sdozi7LEKbFPqYX2/J+iBAM6HpqSLTASQIKqDmF7Mt0= github.com/spf13/afero v1.11.0 h1:WJQKhtpdm3v2IzqG8VMqrr6Rf3UYpEF239Jy9wNepM8= @@ -904,6 +916,7 @@ golang.org/x/sys v0.0.0-20220114195835-da31bd327af9/go.mod h1:oPkhp1MJrh7nUepCBc golang.org/x/sys v0.0.0-20220330033206-e17cdc41300f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220520151302-bc2c85ada10a/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220704084225-05e143d24a9e/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= +golang.org/x/sys v0.0.0-20220715151400-c0bba94af5f8/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.0.0-20220722155257-8c9f86f7a55f/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.6.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg= golang.org/x/sys v0.28.0 h1:Fksou7UEQUWlKvIdsqzJmUmCX3cZuD2+P3XyyzwMhlA=