From dcc0cbe380b506e609e690d130ca391791de790b Mon Sep 17 00:00:00 2001 From: KoCoder Date: Fri, 27 Feb 2026 23:29:53 +0100 Subject: [PATCH] New: CI --- .gitea/workflows/gemini-review.yml | 30 ++++++ .gitea/workflows/word-count.yml | 19 ++++ scripts/gemini_review/go.mod | 44 +++++++++ scripts/gemini_review/go.sum | 89 ++++++++++++++++++ scripts/gemini_review/main.go | 144 +++++++++++++++++++++++++++++ 5 files changed, 326 insertions(+) create mode 100644 .gitea/workflows/gemini-review.yml create mode 100644 .gitea/workflows/word-count.yml create mode 100644 scripts/gemini_review/go.mod create mode 100644 scripts/gemini_review/go.sum create mode 100644 scripts/gemini_review/main.go diff --git a/.gitea/workflows/gemini-review.yml b/.gitea/workflows/gemini-review.yml new file mode 100644 index 0000000..3b35ea7 --- /dev/null +++ b/.gitea/workflows/gemini-review.yml @@ -0,0 +1,30 @@ +name: Gemini Writing Review + +on: + pull_request: + types: [opened, synchronized, reopened] + +jobs: + gemini-review: + runs-on: ubuntu-latest + steps: + - name: Checkout code + uses: actions/checkout@v4 + with: + fetch-depth: 0 + + - name: Set up Go + uses: actions/setup-go@v5 + with: + go-version: '1.22' + + - name: Run Gemini Review + env: + GEMINI_API_KEY: ${{ secrets.GEMINI_API_KEY }} + GITEA_TOKEN: ${{ secrets.GITHUB_TOKEN }} + GITEA_URL: ${{ github.server_url }} + GITHUB_REPOSITORY: ${{ github.repository }} + PR_NUMBER: ${{ github.event.pull_request.number }} + run: | + cd scripts/gemini_review + go run main.go diff --git a/.gitea/workflows/word-count.yml b/.gitea/workflows/word-count.yml new file mode 100644 index 0000000..9f9a73e --- /dev/null +++ b/.gitea/workflows/word-count.yml @@ -0,0 +1,19 @@ +name: Word Count + +on: + push: + branches: [ "main", "master" ] + pull_request: + branches: [ "main", "master" ] + +jobs: + count-words: + runs-on: ubuntu-latest + steps: + - name: Checkout code + uses: actions/checkout@v4 + + - name: Count words in Markdown files + run: | + echo "Counting words in all .md files..." + find . -name "*.md" -not -path "*/.*" -exec wc -w {} + | sort -rn diff --git a/scripts/gemini_review/go.mod b/scripts/gemini_review/go.mod new file mode 100644 index 0000000..51831ec --- /dev/null +++ b/scripts/gemini_review/go.mod @@ -0,0 +1,44 @@ +module gemini_review + +go 1.25.0 + +require ( + cloud.google.com/go v0.115.0 // indirect + cloud.google.com/go/ai v0.8.0 // indirect + cloud.google.com/go/auth v0.18.2 // 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/longrunning v0.5.7 // indirect + code.gitea.io/sdk/gitea v0.23.2 // indirect + github.com/42wim/httpsig v1.2.3 // indirect + github.com/cespare/xxhash/v2 v2.3.0 // indirect + github.com/davidmz/go-pageant v1.0.2 // indirect + github.com/felixge/httpsnoop v1.0.4 // indirect + github.com/go-fed/httpsig v1.1.0 // 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 v0.20.1 // indirect + github.com/google/s2a-go v0.1.9 // indirect + github.com/google/uuid v1.6.0 // indirect + github.com/googleapis/enterprise-certificate-proxy v0.3.12 // indirect + github.com/googleapis/gax-go/v2 v2.17.0 // indirect + github.com/hashicorp/go-version v1.7.0 // indirect + go.opentelemetry.io/auto/sdk v1.2.1 // indirect + go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 // indirect + go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 // indirect + go.opentelemetry.io/otel v1.39.0 // indirect + go.opentelemetry.io/otel/metric v1.39.0 // indirect + go.opentelemetry.io/otel/trace v1.39.0 // indirect + golang.org/x/crypto v0.48.0 // indirect + golang.org/x/net v0.50.0 // indirect + golang.org/x/oauth2 v0.35.0 // indirect + golang.org/x/sync v0.19.0 // indirect + golang.org/x/sys v0.41.0 // indirect + golang.org/x/text v0.34.0 // indirect + golang.org/x/time v0.14.0 // indirect + google.golang.org/api v0.269.0 // indirect + google.golang.org/genproto/googleapis/api v0.0.0-20260128011058-8636f8732409 // indirect + google.golang.org/genproto/googleapis/rpc v0.0.0-20260217215200-42d3e9bedb6d // indirect + google.golang.org/grpc v1.79.1 // indirect + google.golang.org/protobuf v1.36.11 // indirect +) diff --git a/scripts/gemini_review/go.sum b/scripts/gemini_review/go.sum new file mode 100644 index 0000000..127f03c --- /dev/null +++ b/scripts/gemini_review/go.sum @@ -0,0 +1,89 @@ +cloud.google.com/go v0.115.0 h1:CnFSK6Xo3lDYRoBKEcAtia6VSC837/ZkJuRduSFnr14= +cloud.google.com/go v0.115.0/go.mod h1:8jIM5vVgoAEoiVxQ/O4BFTfHqulPZgs/ufEzMcFMdWU= +cloud.google.com/go/ai v0.8.0 h1:rXUEz8Wp2OlrM8r1bfmpF2+VKqc1VJpafE3HgzRnD/w= +cloud.google.com/go/ai v0.8.0/go.mod h1:t3Dfk4cM61sytiggo2UyGsDVW3RF1qGZaUKDrZFyqkE= +cloud.google.com/go/auth v0.18.2 h1:+Nbt5Ev0xEqxlNjd6c+yYUeosQ5TtEUaNcN/3FozlaM= +cloud.google.com/go/auth v0.18.2/go.mod h1:xD+oY7gcahcu7G2SG2DsBerfFxgPAJz17zz2joOFF3M= +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/longrunning v0.5.7 h1:WLbHekDbjK1fVFD3ibpFFVoyizlLRl73I7YKuAKilhU= +cloud.google.com/go/longrunning v0.5.7/go.mod h1:8GClkudohy1Fxm3owmBGid8W0pSgodEMwEAztp38Xng= +code.gitea.io/sdk/gitea v0.23.2 h1:iJB1FDmLegwfwjX8gotBDHdPSbk/ZR8V9VmEJaVsJYg= +code.gitea.io/sdk/gitea v0.23.2/go.mod h1:yyF5+GhljqvA30sRDreoyHILruNiy4ASufugzYg0VHM= +github.com/42wim/httpsig v1.2.3 h1:xb0YyWhkYj57SPtfSttIobJUPJZB9as1nsfo7KWVcEs= +github.com/42wim/httpsig v1.2.3/go.mod h1:nZq9OlYKDrUBhptd77IHx4/sZZD+IxTBADvAPI9G/EM= +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/davidmz/go-pageant v1.0.2 h1:bPblRCh5jGU+Uptpz6LgMZGD5hJoOt7otgT454WvHn0= +github.com/davidmz/go-pageant v1.0.2/go.mod h1:P2EDDnMqIwG5Rrp05dTRITj9z2zpGcD9efWSkTNKLIE= +github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg= +github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U= +github.com/go-fed/httpsig v1.1.0 h1:9M+hb0jkEICD8/cAiNqEB66R87tTINszBRTjwjQzWcI= +github.com/go-fed/httpsig v1.1.0/go.mod h1:RCMrTZvN1bJYtofsG4rd5NaO5obxQ5xBkdiS7xsT7bM= +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/google/generative-ai-go v0.20.1 h1:6dEIujpgN2V0PgLhr6c/M1ynRdc7ARtiIDPFzj45uNQ= +github.com/google/generative-ai-go v0.20.1/go.mod h1:TjOnZJmZKzarWbjUJgy+r3Ee7HGBRVLhOIgupnwR4Bg= +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 v0.3.12 h1:Fg+zsqzYEs1ZnvmcztTYxhgCBsx3eEhEwQ1W/lHq/sQ= +github.com/googleapis/enterprise-certificate-proxy v0.3.12/go.mod h1:vqVt9yG9480NtzREnTlmGSBmFrA+bzb0yl0TxoBQXOg= +github.com/googleapis/gax-go/v2 v2.17.0 h1:RksgfBpxqff0EZkDWYuz9q/uWsTVz+kf43LsZ1J6SMc= +github.com/googleapis/gax-go/v2 v2.17.0/go.mod h1:mzaqghpQp4JDh3HvADwrat+6M3MOIDp5YKHhb9PAgDY= +github.com/hashicorp/go-version v1.7.0 h1:5tqGy27NaOTB8yJKUZELlFAS/LTKJkrmONwQKeRZfjY= +github.com/hashicorp/go-version v1.7.0/go.mod h1:fltr4n8CU8Ke44wwGCBoEymUuxUHl09ZGVZPK5anwXA= +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/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0 h1:q4XOmH/0opmeuJtPsbFNivyl7bCt7yRBbeEm2sC/XtQ= +go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.61.0/go.mod h1:snMWehoOh2wsEwnvvwtDyFCxVeDAODenXHtn5vzrKjo= +go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0 h1:F7Jx+6hwnZ41NSFTO5q4LYDtJRXBf2PD0rNBkeB/lus= +go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.61.0/go.mod h1:UHB22Z8QsdRDrnAtX4PntOl36ajSxcdUMt1sF7Y6E7Q= +go.opentelemetry.io/otel v1.39.0 h1:8yPrr/S0ND9QEfTfdP9V+SiwT4E0G7Y5MO7p85nis48= +go.opentelemetry.io/otel v1.39.0/go.mod h1:kLlFTywNWrFyEdH0oj2xK0bFYZtHRYUdv1NklR/tgc8= +go.opentelemetry.io/otel/metric v1.39.0 h1:d1UzonvEZriVfpNKEVmHXbdf909uGTOQjA0HF0Ls5Q0= +go.opentelemetry.io/otel/metric v1.39.0/go.mod h1:jrZSWL33sD7bBxg1xjrqyDjnuzTUB0x1nBERXd7Ftcs= +go.opentelemetry.io/otel/trace v1.39.0 h1:2d2vfpEDmCJ5zVYz7ijaJdOF59xLomrvj7bjt6/qCJI= +go.opentelemetry.io/otel/trace v1.39.0/go.mod h1:88w4/PnZSazkGzz/w84VHpQafiU4EtqqlVdxWy+rNOA= +golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= +golang.org/x/crypto v0.0.0-20200622213623-75b288015ac9/go.mod h1:LzIPMQfyMNhhGPhUkYOs5KpL4U8rLKemX1yGLhDgUto= +golang.org/x/crypto v0.0.0-20210513164829-c07d793c2f9a/go.mod h1:P+XmwS30IXTQdn5tA2iutPOUgjI07+tq3H3K9MVA1s8= +golang.org/x/crypto v0.48.0 h1:/VRzVqiRSggnhY7gNRxPauEQ5Drw9haKdM0jqfcCFts= +golang.org/x/crypto v0.48.0/go.mod h1:r0kV5h3qnFPlQnBSrULhlsRfryS2pmewsg+XfMgkVos= +golang.org/x/net v0.0.0-20190404232315-eb5bcb51f2a3/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg= +golang.org/x/net v0.0.0-20210226172049-e18ecbb05110/go.mod h1:m0MpNAwzfU5UDzcl9v0D8zg8gWTRqZa9RBIspLL5mdg= +golang.org/x/net v0.50.0 h1:ucWh9eiCGyDR3vtzso0WMQinm2Dnt8cFMuQa9K33J60= +golang.org/x/net v0.50.0/go.mod h1:UgoSli3F/pBgdJBHCTc+tp3gmrU4XswgGRgtnwWTfyM= +golang.org/x/oauth2 v0.35.0 h1:Mv2mzuHuZuY2+bkyWXIHMfhNdJAdwW3FuWeCPYN5GVQ= +golang.org/x/oauth2 v0.35.0/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 v0.0.0-20190215142949-d0b11bdaac8a/go.mod h1:STP8DvDyc/dI5b8T5hshtkjS+E42TnysNCUPdjciGhY= +golang.org/x/sys v0.0.0-20190412213103-97732733099d/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.0.0-20201119102817-f84b799fce68/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs= +golang.org/x/sys v0.41.0 h1:Ivj+2Cp/ylzLiEU89QhWblYnOE9zerudt9Ftecq2C6k= +golang.org/x/sys v0.41.0/go.mod h1:OgkHotnGiDImocRcuBABYBEXf8A9a87e/uXjp9XT3ks= +golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo= +golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ= +golang.org/x/text v0.3.3/go.mod h1:5Zoc/QRtKVWzQhOtBMvqHzDpF6irO9z98xDceosuGiQ= +golang.org/x/text v0.34.0 h1:oL/Qq0Kdaqxa1KbNeMKwQq0reLCCaFtqu2eNuSeNHbk= +golang.org/x/text v0.34.0/go.mod h1:homfLqTYRFyVYemLBFl5GgL/DWEiH5wcsQ5gSh1yziA= +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= +google.golang.org/api v0.269.0 h1:qDrTOxKUQ/P0MveH6a7vZ+DNHxJQjtGm/uvdbdGXCQg= +google.golang.org/api v0.269.0/go.mod h1:N8Wpcu23Tlccl0zSHEkcAZQKDLdquxK+l9r2LkwAauE= +google.golang.org/genproto/googleapis/api v0.0.0-20260128011058-8636f8732409 h1:merA0rdPeUV3YIIfHHcH4qBkiQAc1nfCKSI7lB4cV2M= +google.golang.org/genproto/googleapis/api v0.0.0-20260128011058-8636f8732409/go.mod h1:fl8J1IvUjCilwZzQowmw2b7HQB2eAuYBabMXzWurF+I= +google.golang.org/genproto/googleapis/rpc v0.0.0-20260217215200-42d3e9bedb6d h1:t/LOSXPJ9R0B6fnZNyALBRfZBH0Uy0gT+uR+SJ6syqQ= +google.golang.org/genproto/googleapis/rpc v0.0.0-20260217215200-42d3e9bedb6d/go.mod h1:4Hqkh8ycfw05ld/3BWL7rJOSfebL2Q+DVDeRgYgxUU8= +google.golang.org/grpc v1.79.1 h1:zGhSi45ODB9/p3VAawt9a+O/MULLl9dpizzNNpq7flY= +google.golang.org/grpc v1.79.1/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= diff --git a/scripts/gemini_review/main.go b/scripts/gemini_review/main.go new file mode 100644 index 0000000..887cc41 --- /dev/null +++ b/scripts/gemini_review/main.go @@ -0,0 +1,144 @@ +package main + +import ( + "context" + "fmt" + "io" + "log" + "os" + "strconv" + "strings" + + "code.gitea.io/sdk/gitea" + "github.com/google/generative-ai-go/genai" + "google.golang.org/api/option" +) + +func main() { + apiKey := os.Getenv("GEMINI_API_KEY") + token := os.Getenv("GITEA_TOKEN") + baseURL := os.Getenv("GITEA_URL") + repoFullName := os.Getenv("GITHUB_REPOSITORY") + prNumberStr := os.Getenv("PR_NUMBER") + + if apiKey == "" || token == "" || repoFullName == "" || prNumberStr == "" { + log.Fatal("Missing required environment variables: GEMINI_API_KEY, GITEA_TOKEN, GITHUB_REPOSITORY, PR_NUMBER") + } + + if baseURL == "" { + baseURL = "https://gitea.com" + } + + prNumber, err := strconv.ParseInt(prNumberStr, 10, 64) + if err != nil { + log.Fatalf("Invalid PR_NUMBER: %v", err) + } + + repoParts := strings.Split(repoFullName, "/") + if len(repoParts) != 2 { + log.Fatalf("Invalid GITHUB_REPOSITORY format: %s", repoFullName) + } + owner, repo := repoParts[0], repoParts[1] + + ctx := context.Background() + + // Initialize Gitea Client + client, err := gitea.NewClient(baseURL, gitea.SetToken(token)) + if err != nil { + log.Fatalf("Failed to create Gitea client: %v", err) + } + + // Initialize Gemini Client + geminiClient, err := genai.NewClient(ctx, option.WithAPIKey(apiKey)) + if err != nil { + log.Fatalf("Failed to create Gemini client: %v", err) + } + defer geminiClient.Close() + + model := geminiClient.GenerativeModel("gemini-1.5-flash") + + // Get PR files + files, _, err := client.ListPullRequestFiles(owner, repo, prNumber, gitea.ListPullRequestFilesOptions{}) + if err != nil { + log.Fatalf("Failed to get PR files: %v", err) + } + + var reviews []string + for _, file := range files { + if !strings.HasSuffix(file.Filename, ".md") { + continue + } + + fmt.Printf("Reviewing file: %s\n", file.Filename) + content, err := readFile(file.Filename) + if err != nil { + fmt.Printf("Error reading file %s: %v\n", file.Filename, err) + continue + } + + review, err := getGeminiReview(ctx, model, content) + if err != nil { + fmt.Printf("Error getting review for %s: %v\n", file.Filename, err) + continue + } + + reviews = append(reviews, fmt.Sprintf("#### Review for `%s`\n\n%s", file.Filename, review)) + } + + if len(reviews) > 0 { + commentBody := "### 🤖 Gemini Writing Review\n\n" + strings.Join(reviews, "\n\n---\n\n") + _, _, err = client.CreateIssueComment(owner, repo, prNumber, gitea.CreateIssueCommentOption{ + Body: commentBody, + }) + if err != nil { + log.Fatalf("Failed to post PR comment: %v", err) + } + fmt.Println("Successfully posted review comments.") + } else { + fmt.Println("No Markdown files to review or no suggestions found.") + } +} + +func readFile(path string) (string, error) { + f, err := os.Open(path) + if err != nil { + return "", err + } + defer f.Close() + + content, err := io.ReadAll(f) + if err != nil { + return "", err + } + return string(content), nil +} + +func getGeminiReview(ctx context.Context, model *genai.GenerativeModel, content string) (string, error) { + prompt := fmt.Sprintf(` +Review the following Markdown content for spelling errors, grammar mistakes, and style improvements. +Provide your feedback as a list of bullet points. For each point: +1. Identify the issue. +2. Provide the original text. +3. Suggest an alternative or fix. + +Content: +%s +`, content) + + resp, err := model.GenerateContent(ctx, genai.Text(prompt)) + if err != nil { + return "", err + } + + if len(resp.Candidates) == 0 || len(resp.Candidates[0].Content.Parts) == 0 { + return "No suggestions found.", nil + } + + var result strings.Builder + for _, part := range resp.Candidates[0].Content.Parts { + if text, ok := part.(genai.Text); ok { + result.WriteString(string(text)) + } + } + return result.String(), nil +}