feat(captain): queue response embedding jobs

This commit is contained in:
2026-06-05 20:08:15 +08:00
parent 89cdb2ad57
commit dd6d019107
5 changed files with 424 additions and 24 deletions
+1
View File
@@ -581,6 +581,7 @@ func Bootstrap(env string) (*App, error) {
// Captain services (P10 M10 — Captain AI + Copilot)
captainAssistantService := service.NewCaptainAssistantService(captainAssistantRepo, captainInboxRepo, captainDocumentRepo, captainAssistantResponseRepo, llmProvider)
captainDocumentService := service.NewCaptainDocumentService(captainDocumentRepo, llmProvider, captainAssistantRepo)
captainDocumentService.SetResponseRepo(captainAssistantResponseRepo)
captainDocumentService.SetWorkerPool(workerPool)
if _, err := service.EnqueueCaptainDocumentScheduleSyncs(context.Background(), workerPool, time.Now()); err != nil {
applogger.L().Warnf("failed to enqueue initial Captain document sync scheduler: %v", err)
@@ -15,6 +15,7 @@ import (
"github.com/gochat/gochat/internal/repository"
"github.com/gochat/gochat/internal/worker"
applogger "github.com/gochat/gochat/pkg/logger"
"github.com/pgvector/pgvector-go"
"gorm.io/gorm"
)
@@ -23,10 +24,13 @@ import (
type CaptainDocumentService struct {
documentRepo *repository.CaptainDocumentRepo
assistantRepo *repository.CaptainAssistantRepo
responseRepo *repository.CaptainAssistantResponseRepo
llmProvider llm.Provider
syncBackend CaptainDocumentSyncBackend
crawlBackend CaptainDocumentCrawlBackend
pageParser CaptainDocumentPageParserBackend
faqBackend CaptainDocumentFAQBackend
embeddings CaptainDocumentEmbeddingBackend
worker *worker.WorkerPool
}
@@ -53,6 +57,19 @@ type CaptainDocumentPageParserBackend interface {
ParseCaptainDocumentPage(ctx context.Context, pageLink string) (*CaptainDocumentSyncResult, error)
}
type CaptainDocumentFAQBackend interface {
GenerateCaptainDocumentFAQs(ctx context.Context, doc *model.CaptainDocument) ([]CaptainDocumentFAQ, error)
}
type CaptainDocumentFAQ struct {
Question string
Answer string
}
type CaptainDocumentEmbeddingBackend interface {
GenerateCaptainEmbedding(ctx context.Context, accountID uint, content string) (pgvector.Vector, error)
}
// NewCaptainDocumentService creates a new CaptainDocumentService.
func NewCaptainDocumentService(
documentRepo *repository.CaptainDocumentRepo,
@@ -81,6 +98,18 @@ func (s *CaptainDocumentService) SetPageParserBackend(pageParser CaptainDocument
s.pageParser = pageParser
}
func (s *CaptainDocumentService) SetResponseRepo(responseRepo *repository.CaptainAssistantResponseRepo) {
s.responseRepo = responseRepo
}
func (s *CaptainDocumentService) SetFAQBackend(faqBackend CaptainDocumentFAQBackend) {
s.faqBackend = faqBackend
}
func (s *CaptainDocumentService) SetEmbeddingBackend(embeddingBackend CaptainDocumentEmbeddingBackend) {
s.embeddings = embeddingBackend
}
func (s *CaptainDocumentService) SetWorkerPool(wp *worker.WorkerPool) {
s.worker = wp
RegisterCaptainDocumentJobs(wp, s)
@@ -425,6 +454,9 @@ func (s *CaptainDocumentService) ParseCrawledPage(ctx context.Context, accountID
} else if err := s.documentRepo.Update(ctx, doc); err != nil {
return nil, fmt.Errorf("update crawled document: %w", err)
}
if err := s.enqueueDocumentResponseBuilder(ctx, accountID, doc.ID); err != nil {
return nil, err
}
return s.documentRepo.GetByAccountAndID(ctx, accountID, doc.ID)
}
@@ -472,9 +504,138 @@ func (s *CaptainDocumentService) SyncDocumentByAccount(ctx context.Context, acco
if err := s.documentRepo.Update(ctx, doc); err != nil {
return nil, fmt.Errorf("update synced document: %w", err)
}
if err := s.enqueueDocumentResponseBuilder(ctx, accountID, id); err != nil {
return nil, err
}
return s.documentRepo.GetByAccountAndID(ctx, accountID, id)
}
func (s *CaptainDocumentService) enqueueDocumentResponseBuilder(ctx context.Context, accountID, id uint) error {
if s.worker == nil || s.responseRepo == nil {
return nil
}
_, err := s.worker.Enqueue(ctx, TaskTypeCaptainDocumentResponseBuilder, captainDocumentResponseBuilderJob{AccountID: accountID, DocumentID: id},
worker.WithQueue("low"),
worker.WithMaxAttempts(3),
worker.WithIdempotencyKey(fmt.Sprintf("captain:document_response_builder:%d:%d", accountID, id)),
)
return err
}
func (s *CaptainDocumentService) BuildResponsesForDocumentByAccount(ctx context.Context, accountID, id uint) ([]model.CaptainAssistantResponse, error) {
if s.responseRepo == nil {
return nil, fmt.Errorf("captain response repository is required")
}
doc, err := s.documentRepo.GetByAccountAndID(ctx, accountID, id)
if err != nil {
return nil, fmt.Errorf("document not found: %w", err)
}
if strings.TrimSpace(doc.Content) == "" || doc.Status != model.DocumentStatusCompleted {
return nil, fmt.Errorf("document is not ready for response building")
}
if err := s.responseRepo.DB().WithContext(ctx).
Where("account_id = ? AND documentable_id = ? AND documentable_type IN ? AND edited = ?", accountID, doc.ID, []string{"Captain::Document", "CaptainDocument"}, false).
Delete(&model.CaptainAssistantResponse{}).Error; err != nil {
return nil, fmt.Errorf("reset previous document responses: %w", err)
}
if s.faqBackend == nil {
return nil, fmt.Errorf("faq generation disabled")
}
faqs, err := s.faqBackend.GenerateCaptainDocumentFAQs(ctx, doc)
if err != nil {
return nil, fmt.Errorf("generate document faqs: %w", err)
}
created := make([]model.CaptainAssistantResponse, 0, len(faqs))
for _, faq := range faqs {
question := strings.TrimSpace(faq.Question)
answer := strings.TrimSpace(faq.Answer)
if question == "" || answer == "" {
continue
}
documentID := doc.ID
resp := &model.CaptainAssistantResponse{
AccountID: accountID,
AssistantID: doc.AssistantID,
DocumentableID: &documentID,
DocumentableType: "Captain::Document",
Question: question,
Answer: answer,
Status: model.ResponseStatusApproved,
Edited: false,
}
if err := s.responseRepo.Create(ctx, resp); err != nil {
return created, fmt.Errorf("create document response: %w", err)
}
created = append(created, *resp)
if err := s.enqueueResponseEmbedding(ctx, accountID, resp.ID, fmt.Sprintf("%s: %s", question, answer)); err != nil {
return created, err
}
}
return created, nil
}
func (s *CaptainDocumentService) enqueueResponseEmbedding(ctx context.Context, accountID, responseID uint, content string) error {
if s.worker == nil {
return nil
}
_, err := s.worker.Enqueue(ctx, TaskTypeCaptainLLMUpdateEmbedding, captainLLMUpdateEmbeddingJob{AccountID: accountID, ResponseID: responseID, Content: content},
worker.WithQueue("low"),
worker.WithMaxAttempts(3),
worker.WithIdempotencyKey(fmt.Sprintf("captain:llm_update_embedding:response:%d:%d", accountID, responseID)),
)
return err
}
func (s *CaptainDocumentService) UpdateAssistantResponseEmbeddingByAccount(ctx context.Context, accountID, responseID uint, content string) (*model.CaptainAssistantResponse, error) {
if s.responseRepo == nil {
return nil, fmt.Errorf("captain response repository is required")
}
resp, err := s.responseRepo.GetByAccountAndID(ctx, accountID, responseID)
if err != nil {
return nil, fmt.Errorf("response not found: %w", err)
}
if strings.TrimSpace(content) == "" {
content = fmt.Sprintf("%s: %s", resp.Question, resp.Answer)
}
embedding, err := s.generateResponseEmbedding(ctx, accountID, content)
if err != nil {
return nil, err
}
resp.Embedding = embedding
if s.responseRepo.DB().Dialector != nil && s.responseRepo.DB().Dialector.Name() == "sqlite" {
if err := s.responseRepo.DB().WithContext(ctx).Omit("Embedding").Save(resp).Error; err != nil {
return nil, fmt.Errorf("update response embedding: %w", err)
}
return resp, nil
}
if err := s.responseRepo.Update(ctx, resp); err != nil {
return nil, fmt.Errorf("update response embedding: %w", err)
}
return s.responseRepo.GetByAccountAndID(ctx, accountID, responseID)
}
func (s *CaptainDocumentService) generateResponseEmbedding(ctx context.Context, accountID uint, content string) (pgvector.Vector, error) {
if s.embeddings != nil {
return s.embeddings.GenerateCaptainEmbedding(ctx, accountID, content)
}
if s.llmProvider == nil {
return pgvector.Vector{}, fmt.Errorf("embedding generation disabled")
}
result, err := s.llmProvider.CreateEmbedding(ctx, llm.EmbeddingRequest{Model: "text-embedding-3-small", Input: []string{content}})
if err != nil {
return pgvector.Vector{}, fmt.Errorf("generate response embedding: %w", err)
}
if len(result.Data) == 0 {
return pgvector.Vector{}, fmt.Errorf("no embedding returned")
}
values := make([]float32, len(result.Data[0].Embedding))
for i, value := range result.Data[0].Embedding {
values[i] = float32(value)
}
return pgvector.NewVector(values), nil
}
func (s *CaptainDocumentService) markDocumentSyncStarted(ctx context.Context, doc *model.CaptainDocument) error {
now := time.Now().Unix()
doc.LastSyncAttemptedAt = &now
@@ -10,6 +10,7 @@ import (
"github.com/gochat/gochat/internal/model"
"github.com/gochat/gochat/internal/repository"
"github.com/gochat/gochat/internal/worker"
"github.com/pgvector/pgvector-go"
"github.com/stretchr/testify/assert"
"github.com/stretchr/testify/require"
"gorm.io/driver/sqlite"
@@ -21,14 +22,17 @@ func setupCaptainDocumentServiceTest(t *testing.T) (*gorm.DB, *CaptainDocumentSe
dbName := fmt.Sprintf("file:%s?mode=memory&cache=private", t.Name())
db, err := gorm.Open(sqlite.Open(dbName), &gorm.Config{})
require.NoError(t, err)
require.NoError(t, db.AutoMigrate(&model.Account{}, &model.CaptainAssistant{}, &model.CaptainDocument{}, &model.BackgroundJob{}))
require.NoError(t, db.AutoMigrate(&model.Account{}, &model.CaptainAssistant{}, &model.CaptainDocument{}, &model.CaptainAssistantResponse{}, &model.BackgroundJob{}))
t.Cleanup(func() {
sqlDB, _ := db.DB()
sqlDB.Close()
})
documentRepo := repository.NewCaptainDocumentRepo(db)
assistantRepo := repository.NewCaptainAssistantRepo(db)
return db, NewCaptainDocumentService(documentRepo, nil, assistantRepo)
responseRepo := repository.NewCaptainAssistantResponseRepo(db)
svc := NewCaptainDocumentService(documentRepo, nil, assistantRepo)
svc.SetResponseRepo(responseRepo)
return db, svc
}
func seedCaptainDocumentSyncFixture(t *testing.T, db *gorm.DB) (*model.Account, *model.Account, *model.CaptainDocument) {
@@ -266,6 +270,171 @@ func TestEnqueueCaptainDocumentScheduleSyncsUsesDailyIdempotency(t *testing.T) {
assert.Equal(t, int64(1), count)
}
func TestCaptainDocumentService_ResponseBuilderCreatesResponsesAndEmbeddingJobs(t *testing.T) {
db, svc := setupCaptainDocumentServiceTest(t)
account, _, doc := seedCaptainDocumentSyncFixture(t, db)
doc.Content = "How refunds work. How billing works."
doc.Status = model.DocumentStatusCompleted
require.NoError(t, db.Save(doc).Error)
uneditedDocID := doc.ID
unedited := &model.CaptainAssistantResponse{
AccountID: account.ID,
AssistantID: doc.AssistantID,
DocumentableID: &uneditedDocID,
DocumentableType: "Captain::Document",
Question: "old",
Answer: "old answer",
Status: model.ResponseStatusApproved,
Edited: false,
}
edited := &model.CaptainAssistantResponse{
AccountID: account.ID,
AssistantID: doc.AssistantID,
DocumentableID: &uneditedDocID,
DocumentableType: "Captain::Document",
Question: "keep",
Answer: "edited answer",
Status: model.ResponseStatusApproved,
Edited: true,
}
require.NoError(t, db.Create(unedited).Error)
require.NoError(t, db.Create(edited).Error)
svc.SetFAQBackend(&captainDocumentFakeFAQBackend{faqs: []CaptainDocumentFAQ{
{Question: "How do refunds work?", Answer: "Refunds take five days."},
{Question: "How does billing work?", Answer: "Billing is monthly."},
}})
now := time.Date(2026, 6, 6, 2, 0, 0, 0, time.UTC)
wp := worker.NewWorkerPoolWithOptions(db, worker.WithNow(func() time.Time { return now }))
svc.SetWorkerPool(wp)
_, err := wp.Enqueue(context.Background(), TaskTypeCaptainDocumentResponseBuilder, captainDocumentResponseBuilderJob{AccountID: account.ID, DocumentID: doc.ID}, worker.WithQueue("low"), worker.WithMaxAttempts(3))
require.NoError(t, err)
processed, err := wp.ProcessOne(context.Background())
require.NoError(t, err)
assert.True(t, processed)
var deleted model.CaptainAssistantResponse
assert.Error(t, db.First(&deleted, unedited.ID).Error)
var kept model.CaptainAssistantResponse
require.NoError(t, db.First(&kept, edited.ID).Error)
assert.True(t, kept.Edited)
var responses []model.CaptainAssistantResponse
require.NoError(t, db.Where("account_id = ? AND documentable_id = ? AND edited = ?", account.ID, doc.ID, false).Order("id ASC").Find(&responses).Error)
require.Len(t, responses, 2)
assert.Equal(t, "Captain::Document", responses[0].DocumentableType)
assert.Equal(t, model.ResponseStatusApproved, responses[0].Status)
var embeddingJobs []model.BackgroundJob
require.NoError(t, db.Where("job_type = ? AND queue = ?", TaskTypeCaptainLLMUpdateEmbedding, "low").Find(&embeddingJobs).Error)
require.Len(t, embeddingJobs, 2)
assert.Contains(t, string(embeddingJobs[0].Payload), fmt.Sprintf("\"response_id\":%d", responses[0].ID))
}
func TestCaptainDocumentService_EmbeddingJobUpdatesResponse(t *testing.T) {
db, svc := setupCaptainDocumentServiceTest(t)
account, _, doc := seedCaptainDocumentSyncFixture(t, db)
documentID := doc.ID
resp := &model.CaptainAssistantResponse{
AccountID: account.ID,
AssistantID: doc.AssistantID,
DocumentableID: &documentID,
DocumentableType: "Captain::Document",
Question: "What is Captain?",
Answer: "Captain answers customers.",
Status: model.ResponseStatusApproved,
}
require.NoError(t, db.Create(resp).Error)
embeddings := &captainDocumentFakeEmbeddingBackend{embedding: pgvector.NewVector([]float32{0.1, 0.2, 0.3})}
svc.SetEmbeddingBackend(embeddings)
wp := worker.NewWorkerPool(db)
svc.SetWorkerPool(wp)
_, err := wp.Enqueue(context.Background(), TaskTypeCaptainLLMUpdateEmbedding, captainLLMUpdateEmbeddingJob{AccountID: account.ID, ResponseID: resp.ID}, worker.WithQueue("low"), worker.WithMaxAttempts(3))
require.NoError(t, err)
processed, err := wp.ProcessOne(context.Background())
require.NoError(t, err)
assert.True(t, processed)
assert.Equal(t, fmt.Sprintf("%s: %s", resp.Question, resp.Answer), embeddings.content)
var job model.BackgroundJob
require.NoError(t, db.Where("job_type = ?", TaskTypeCaptainLLMUpdateEmbedding).First(&job).Error)
assert.Equal(t, model.BackgroundJobStatusCompleted, job.Status)
}
func TestCaptainDocumentService_EmbeddingJobRetriesWhenProviderDisabled(t *testing.T) {
db, svc := setupCaptainDocumentServiceTest(t)
account, _, doc := seedCaptainDocumentSyncFixture(t, db)
documentID := doc.ID
resp := &model.CaptainAssistantResponse{
AccountID: account.ID,
AssistantID: doc.AssistantID,
DocumentableID: &documentID,
DocumentableType: "Captain::Document",
Question: "What is Captain?",
Answer: "Captain answers customers.",
Status: model.ResponseStatusApproved,
}
require.NoError(t, db.Create(resp).Error)
now := time.Date(2026, 6, 6, 2, 15, 0, 0, time.UTC)
wp := worker.NewWorkerPoolWithOptions(db, worker.WithNow(func() time.Time { return now }), worker.WithBackoff(func(attempt int) time.Duration { return time.Minute }))
svc.SetWorkerPool(wp)
_, err := wp.Enqueue(context.Background(), TaskTypeCaptainLLMUpdateEmbedding, captainLLMUpdateEmbeddingJob{AccountID: account.ID, ResponseID: resp.ID}, worker.WithQueue("low"), worker.WithMaxAttempts(3))
require.NoError(t, err)
processed, err := wp.ProcessOne(context.Background())
require.Error(t, err)
assert.True(t, processed)
var job model.BackgroundJob
require.NoError(t, db.Where("job_type = ?", TaskTypeCaptainLLMUpdateEmbedding).First(&job).Error)
assert.Equal(t, model.BackgroundJobStatusRetrying, job.Status)
assert.Contains(t, job.LastError, "embedding generation disabled")
}
func TestCaptainDocumentService_ResponseBuilderRetriesWhenFAQDisabled(t *testing.T) {
db, svc := setupCaptainDocumentServiceTest(t)
account, _, doc := seedCaptainDocumentSyncFixture(t, db)
doc.Content = "ready content"
doc.Status = model.DocumentStatusCompleted
require.NoError(t, db.Save(doc).Error)
now := time.Date(2026, 6, 6, 2, 30, 0, 0, time.UTC)
wp := worker.NewWorkerPoolWithOptions(db, worker.WithNow(func() time.Time { return now }), worker.WithBackoff(func(attempt int) time.Duration { return time.Minute }))
svc.SetWorkerPool(wp)
_, err := wp.Enqueue(context.Background(), TaskTypeCaptainDocumentResponseBuilder, captainDocumentResponseBuilderJob{AccountID: account.ID, DocumentID: doc.ID}, worker.WithQueue("low"), worker.WithMaxAttempts(3))
require.NoError(t, err)
processed, err := wp.ProcessOne(context.Background())
require.Error(t, err)
assert.True(t, processed)
var job model.BackgroundJob
require.NoError(t, db.Where("job_type = ?", TaskTypeCaptainDocumentResponseBuilder).First(&job).Error)
assert.Equal(t, model.BackgroundJobStatusRetrying, job.Status)
assert.Contains(t, job.LastError, "faq generation disabled")
}
func TestCaptainDocumentService_ResponseBuilderScopesAccount(t *testing.T) {
db, svc := setupCaptainDocumentServiceTest(t)
_, otherAccount, doc := seedCaptainDocumentSyncFixture(t, db)
doc.Content = "ready content"
doc.Status = model.DocumentStatusCompleted
require.NoError(t, db.Save(doc).Error)
svc.SetFAQBackend(&captainDocumentFakeFAQBackend{faqs: []CaptainDocumentFAQ{{Question: "Q", Answer: "A"}}})
wp := worker.NewWorkerPoolWithOptions(db, worker.WithBackoff(func(attempt int) time.Duration { return time.Minute }))
svc.SetWorkerPool(wp)
_, err := wp.Enqueue(context.Background(), TaskTypeCaptainDocumentResponseBuilder, captainDocumentResponseBuilderJob{AccountID: otherAccount.ID, DocumentID: doc.ID}, worker.WithQueue("low"), worker.WithMaxAttempts(3))
require.NoError(t, err)
processed, err := wp.ProcessOne(context.Background())
require.Error(t, err)
assert.True(t, processed)
var count int64
require.NoError(t, db.Model(&model.CaptainAssistantResponse{}).Where("documentable_id = ?", doc.ID).Count(&count).Error)
assert.Equal(t, int64(0), count)
}
type captainDocumentFakeSyncBackend struct {
result *CaptainDocumentSyncResult
err error
@@ -305,3 +474,29 @@ func (b *captainDocumentFakePageParserBackend) ParseCaptainDocumentPage(ctx cont
}
return b.pages[pageLink], nil
}
type captainDocumentFakeFAQBackend struct {
faqs []CaptainDocumentFAQ
err error
}
func (b *captainDocumentFakeFAQBackend) GenerateCaptainDocumentFAQs(ctx context.Context, doc *model.CaptainDocument) ([]CaptainDocumentFAQ, error) {
if b.err != nil {
return nil, b.err
}
return b.faqs, nil
}
type captainDocumentFakeEmbeddingBackend struct {
embedding pgvector.Vector
err error
content string
}
func (b *captainDocumentFakeEmbeddingBackend) GenerateCaptainEmbedding(ctx context.Context, accountID uint, content string) (pgvector.Vector, error) {
b.content = content
if b.err != nil {
return pgvector.Vector{}, b.err
}
return b.embedding, nil
}
+43 -4
View File
@@ -12,10 +12,12 @@ import (
)
const (
TaskTypeCaptainDocumentSync = "captain:document_sync"
TaskTypeCaptainDocumentCrawl = "captain:document_crawl"
TaskTypeCaptainDocumentPageCrawlParse = "captain:document_page_crawl_parse"
TaskTypeCaptainDocumentScheduleSyncs = "captain:documents_schedule_syncs"
TaskTypeCaptainDocumentSync = "captain:document_sync"
TaskTypeCaptainDocumentCrawl = "captain:document_crawl"
TaskTypeCaptainDocumentPageCrawlParse = "captain:document_page_crawl_parse"
TaskTypeCaptainDocumentScheduleSyncs = "captain:documents_schedule_syncs"
TaskTypeCaptainDocumentResponseBuilder = "captain:document_response_builder"
TaskTypeCaptainLLMUpdateEmbedding = "captain:llm_update_embedding"
)
const captainDocumentScheduleInterval = 24 * time.Hour
@@ -40,6 +42,17 @@ type captainDocumentScheduleSyncsJob struct {
PlanName string `json:"plan_name,omitempty"`
}
type captainDocumentResponseBuilderJob struct {
AccountID uint `json:"account_id"`
DocumentID uint `json:"document_id"`
}
type captainLLMUpdateEmbeddingJob struct {
AccountID uint `json:"account_id"`
ResponseID uint `json:"response_id"`
Content string `json:"content,omitempty"`
}
var captainDocumentRegistrations sync.Map
// RegisterCaptainDocumentJobs wires Captain::Documents::PerformSyncJob into
@@ -56,6 +69,8 @@ func RegisterCaptainDocumentJobs(wp *worker.WorkerPool, svc *CaptainDocumentServ
wp.Register(TaskTypeCaptainDocumentCrawl, svc.performDocumentCrawlJob)
wp.Register(TaskTypeCaptainDocumentPageCrawlParse, svc.performDocumentPageCrawlParseJob)
wp.Register(TaskTypeCaptainDocumentScheduleSyncs, svc.performDocumentScheduleSyncsJob)
wp.Register(TaskTypeCaptainDocumentResponseBuilder, svc.performDocumentResponseBuilderJob)
wp.Register(TaskTypeCaptainLLMUpdateEmbedding, svc.performCaptainLLMUpdateEmbeddingJob)
}
func EnqueueCaptainDocumentScheduleSyncs(ctx context.Context, wp *worker.WorkerPool, scheduledAt time.Time) (*model.BackgroundJob, error) {
@@ -127,3 +142,27 @@ func (s *CaptainDocumentService) performDocumentScheduleSyncsJob(ctx context.Con
_, err := EnqueueCaptainDocumentScheduleSyncs(ctx, s.worker, time.Now().Add(captainDocumentScheduleInterval))
return err
}
func (s *CaptainDocumentService) performDocumentResponseBuilderJob(ctx context.Context, job *model.BackgroundJob) error {
var payload captainDocumentResponseBuilderJob
if err := json.Unmarshal(job.Payload, &payload); err != nil {
return fmt.Errorf("unmarshal captain document response builder job: %w", err)
}
if payload.AccountID == 0 || payload.DocumentID == 0 {
return fmt.Errorf("invalid captain document response builder job payload: %#v", payload)
}
_, err := s.BuildResponsesForDocumentByAccount(ctx, payload.AccountID, payload.DocumentID)
return err
}
func (s *CaptainDocumentService) performCaptainLLMUpdateEmbeddingJob(ctx context.Context, job *model.BackgroundJob) error {
var payload captainLLMUpdateEmbeddingJob
if err := json.Unmarshal(job.Payload, &payload); err != nil {
return fmt.Errorf("unmarshal captain llm update embedding job: %w", err)
}
if payload.AccountID == 0 || payload.ResponseID == 0 {
return fmt.Errorf("invalid captain llm update embedding job payload: %#v", payload)
}
_, err := s.UpdateAssistantResponseEmbeddingByAccount(ctx, payload.AccountID, payload.ResponseID, payload.Content)
return err
}