Files
Enterprise-Knowledge-Base/internal/application/service/custom_agent.go
T
wizardchen 72dfb9ce75 feat(prompt): enhance context and intent classification in templates
- Updated context template to include runtime metadata such as current time and week, improving contextual awareness in user queries.
- Enhanced rewrite template with critical instructions for intent classification, ensuring that rewritten questions preserve essential entities and keywords.
- Refined intent classification logic to prioritize user intents more effectively, improving the accuracy of responses based on user queries.
- Added examples to clarify expected input and output formats for intent classification, enhancing usability for developers.
2026-03-26 18:57:12 +08:00

602 lines
16 KiB
Go

package service
import (
"context"
"errors"
"sort"
"strings"
"time"
"github.com/Tencent/WeKnora/internal/application/repository"
"github.com/Tencent/WeKnora/internal/logger"
"github.com/Tencent/WeKnora/internal/types"
"github.com/Tencent/WeKnora/internal/types/interfaces"
"github.com/google/uuid"
)
// Custom agent related errors
var (
ErrAgentNotFound = errors.New("agent not found")
ErrCannotModifyBuiltin = errors.New("cannot modify built-in agent basic info")
ErrCannotDeleteBuiltin = errors.New("cannot delete built-in agent")
ErrAgentNameRequired = errors.New("agent name is required")
)
// customAgentService implements the CustomAgentService interface
type customAgentService struct {
repo interfaces.CustomAgentRepository
chunkRepo interfaces.ChunkRepository
kbService interfaces.KnowledgeBaseService
}
// NewCustomAgentService creates a new custom agent service
func NewCustomAgentService(
repo interfaces.CustomAgentRepository,
chunkRepo interfaces.ChunkRepository,
kbService interfaces.KnowledgeBaseService,
) interfaces.CustomAgentService {
return &customAgentService{
repo: repo,
chunkRepo: chunkRepo,
kbService: kbService,
}
}
// CreateAgent creates a new custom agent
func (s *customAgentService) CreateAgent(ctx context.Context, agent *types.CustomAgent) (*types.CustomAgent, error) {
// Validate required fields
if strings.TrimSpace(agent.Name) == "" {
return nil, ErrAgentNameRequired
}
// Generate UUID and set creation timestamps
if agent.ID == "" {
agent.ID = uuid.New().String()
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
agent.TenantID = tenantID
// Set timestamps
agent.CreatedAt = time.Now()
agent.UpdatedAt = time.Now()
// Ensure agent mode is set for user-created agents
if agent.Config.AgentMode == "" {
agent.Config.AgentMode = types.AgentModeQuickAnswer
}
// Cannot create built-in agents
agent.IsBuiltin = false
// Set defaults
agent.EnsureDefaults()
logger.Infof(ctx, "Creating custom agent, ID: %s, tenant ID: %d, name: %s, agent_mode: %s",
agent.ID, agent.TenantID, agent.Name, agent.Config.AgentMode)
if err := s.repo.CreateAgent(ctx, agent); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agent.ID,
"tenant_id": agent.TenantID,
})
return nil, err
}
logger.Infof(ctx, "Custom agent created successfully, ID: %s, name: %s", agent.ID, agent.Name)
return agent, nil
}
// GetAgentByID retrieves an agent by its ID (including built-in agents)
func (s *customAgentService) GetAgentByID(ctx context.Context, id string) (*types.CustomAgent, error) {
if id == "" {
logger.Error(ctx, "Agent ID is empty")
return nil, errors.New("agent ID cannot be empty")
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
// Check if it's a built-in agent using the registry
if types.IsBuiltinAgentID(id) {
// Try to get from database first (for customized config)
agent, err := s.repo.GetAgentByID(ctx, id, tenantID)
if err == nil {
// Found in database, return with customized config
return agent, nil
}
// Not in database, return default built-in agent from registry (i18n-aware)
if builtinAgent := types.GetBuiltinAgentWithContext(ctx, id, tenantID); builtinAgent != nil {
return builtinAgent, nil
}
}
// Query from database
agent, err := s.repo.GetAgentByID(ctx, id, tenantID)
if err != nil {
if errors.Is(err, repository.ErrCustomAgentNotFound) {
return nil, ErrAgentNotFound
}
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": id,
})
return nil, err
}
return agent, nil
}
// GetAgentByIDAndTenant retrieves an agent by ID and tenant (for shared agents; does not resolve built-in)
func (s *customAgentService) GetAgentByIDAndTenant(ctx context.Context, id string, tenantID uint64) (*types.CustomAgent, error) {
if id == "" {
logger.Error(ctx, "Agent ID is empty")
return nil, errors.New("agent ID cannot be empty")
}
agent, err := s.repo.GetAgentByID(ctx, id, tenantID)
if err != nil {
if errors.Is(err, repository.ErrCustomAgentNotFound) {
return nil, ErrAgentNotFound
}
return nil, err
}
return agent, nil
}
// ListAgents lists all agents for the current tenant (including built-in agents)
func (s *customAgentService) ListAgents(ctx context.Context) ([]*types.CustomAgent, error) {
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
// Get all agents from database (including built-in agents with customized config)
allAgents, err := s.repo.ListAgentsByTenantID(ctx, tenantID)
if err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"tenant_id": tenantID,
})
return nil, err
}
// Track which built-in agents exist in database
builtinInDB := make(map[string]bool)
for _, agent := range allAgents {
if types.IsBuiltinAgentID(agent.ID) {
builtinInDB[agent.ID] = true
}
}
// Build result: built-in agents first, then custom agents
builtinIDs := types.GetBuiltinAgentIDs()
result := make([]*types.CustomAgent, 0, len(allAgents)+len(builtinIDs))
// Add built-in agents in order
for _, builtinID := range builtinIDs {
if builtinInDB[builtinID] {
// Use customized config from database
for _, agent := range allAgents {
if agent.ID == builtinID {
result = append(result, agent)
break
}
}
} else {
// Use default built-in agent (i18n-aware)
if agent := types.GetBuiltinAgentWithContext(ctx, builtinID, tenantID); agent != nil {
result = append(result, agent)
}
}
}
// Add custom agents
for _, agent := range allAgents {
if !types.IsBuiltinAgentID(agent.ID) {
result = append(result, agent)
}
}
return result, nil
}
// UpdateAgent updates an agent's information
func (s *customAgentService) UpdateAgent(ctx context.Context, agent *types.CustomAgent) (*types.CustomAgent, error) {
if agent.ID == "" {
logger.Error(ctx, "Agent ID is empty")
return nil, errors.New("agent ID cannot be empty")
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
// Handle built-in agents specially using registry
if types.IsBuiltinAgentID(agent.ID) {
return s.updateBuiltinAgent(ctx, agent, tenantID)
}
// Get existing agent
existingAgent, err := s.repo.GetAgentByID(ctx, agent.ID, tenantID)
if err != nil {
if errors.Is(err, repository.ErrCustomAgentNotFound) {
return nil, ErrAgentNotFound
}
return nil, err
}
// Cannot modify built-in status
if existingAgent.IsBuiltin {
return nil, ErrCannotModifyBuiltin
}
// Validate name
if strings.TrimSpace(agent.Name) == "" {
return nil, ErrAgentNameRequired
}
// Update fields
existingAgent.Name = agent.Name
existingAgent.Description = agent.Description
existingAgent.Avatar = agent.Avatar
existingAgent.Config = agent.Config
existingAgent.UpdatedAt = time.Now()
// Ensure defaults
existingAgent.EnsureDefaults()
logger.Infof(ctx, "Updating custom agent, ID: %s, name: %s", agent.ID, agent.Name)
if err := s.repo.UpdateAgent(ctx, existingAgent); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agent.ID,
})
return nil, err
}
logger.Infof(ctx, "Custom agent updated successfully, ID: %s", agent.ID)
return existingAgent, nil
}
// updateBuiltinAgent updates a built-in agent's configuration (but not basic info)
func (s *customAgentService) updateBuiltinAgent(ctx context.Context, agent *types.CustomAgent, tenantID uint64) (*types.CustomAgent, error) {
// Get the default built-in agent from registry (i18n-aware)
defaultAgent := types.GetBuiltinAgentWithContext(ctx, agent.ID, tenantID)
if defaultAgent == nil {
return nil, ErrAgentNotFound
}
// Try to get existing customized config from database
existingAgent, err := s.repo.GetAgentByID(ctx, agent.ID, tenantID)
if err != nil && !errors.Is(err, repository.ErrCustomAgentNotFound) {
return nil, err
}
if existingAgent != nil {
// Update existing record - only update config, keep basic info unchanged
existingAgent.Config = agent.Config
existingAgent.UpdatedAt = time.Now()
existingAgent.EnsureDefaults()
logger.Infof(ctx, "Updating built-in agent config, ID: %s", agent.ID)
if err := s.repo.UpdateAgent(ctx, existingAgent); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agent.ID,
})
return nil, err
}
logger.Infof(ctx, "Built-in agent config updated successfully, ID: %s", agent.ID)
return existingAgent, nil
}
// Create new record for built-in agent with customized config
newAgent := &types.CustomAgent{
ID: defaultAgent.ID,
Name: defaultAgent.Name,
Description: defaultAgent.Description,
Avatar: defaultAgent.Avatar,
IsBuiltin: true,
TenantID: tenantID,
Config: agent.Config,
CreatedAt: time.Now(),
UpdatedAt: time.Now(),
}
newAgent.EnsureDefaults()
logger.Infof(ctx, "Creating built-in agent config record, ID: %s, tenant ID: %d", agent.ID, tenantID)
if err := s.repo.CreateAgent(ctx, newAgent); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agent.ID,
"tenant_id": tenantID,
})
return nil, err
}
logger.Infof(ctx, "Built-in agent config record created successfully, ID: %s", agent.ID)
return newAgent, nil
}
// DeleteAgent deletes an agent
func (s *customAgentService) DeleteAgent(ctx context.Context, id string) error {
if id == "" {
logger.Error(ctx, "Agent ID is empty")
return errors.New("agent ID cannot be empty")
}
// Cannot delete built-in agents using registry check
if types.IsBuiltinAgentID(id) {
return ErrCannotDeleteBuiltin
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return ErrInvalidTenantID
}
// Get existing agent to verify ownership
existingAgent, err := s.repo.GetAgentByID(ctx, id, tenantID)
if err != nil {
if errors.Is(err, repository.ErrCustomAgentNotFound) {
return ErrAgentNotFound
}
return err
}
// Cannot delete built-in agents
if existingAgent.IsBuiltin {
return ErrCannotDeleteBuiltin
}
logger.Infof(ctx, "Deleting custom agent, ID: %s", id)
if err := s.repo.DeleteAgent(ctx, id, tenantID); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": id,
})
return err
}
logger.Infof(ctx, "Custom agent deleted successfully, ID: %s", id)
return nil
}
// CopyAgent creates a copy of an existing agent
func (s *customAgentService) CopyAgent(ctx context.Context, id string) (*types.CustomAgent, error) {
if id == "" {
logger.Error(ctx, "Agent ID is empty")
return nil, errors.New("agent ID cannot be empty")
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
// Get the source agent
sourceAgent, err := s.GetAgentByID(ctx, id)
if err != nil {
return nil, err
}
// Create a new agent with copied data
newAgent := &types.CustomAgent{
ID: uuid.New().String(),
Name: sourceAgent.Name + " (副本)",
Description: sourceAgent.Description,
Avatar: sourceAgent.Avatar,
IsBuiltin: false, // Copied agents are never built-in
TenantID: tenantID,
Config: sourceAgent.Config,
CreatedAt: time.Now(),
UpdatedAt: time.Now(),
}
// Ensure defaults
newAgent.EnsureDefaults()
logger.Infof(ctx, "Copying agent, source ID: %s, new ID: %s", id, newAgent.ID)
if err := s.repo.CreateAgent(ctx, newAgent); err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"source_agent_id": id,
"new_agent_id": newAgent.ID,
})
return nil, err
}
logger.Infof(ctx, "Agent copied successfully, source ID: %s, new ID: %s", id, newAgent.ID)
return newAgent, nil
}
// GetSuggestedQuestions returns suggested questions for the agent based on its
// associated knowledge bases.
func (s *customAgentService) GetSuggestedQuestions(
ctx context.Context,
agentID string,
kbIDs []string,
knowledgeIDs []string,
limit int,
) ([]types.SuggestedQuestion, error) {
if limit <= 0 {
limit = 6
}
// Get tenant ID from context
tenantID, ok := types.TenantIDFromContext(ctx)
if !ok {
return nil, ErrInvalidTenantID
}
// Get agent configuration
agent, err := s.GetAgentByID(ctx, agentID)
if err != nil {
return nil, err
}
var result []types.SuggestedQuestion
// 1. Add agent config suggested_prompts first (highest priority)
if len(agent.Config.SuggestedPrompts) > 0 {
for _, prompt := range agent.Config.SuggestedPrompts {
if strings.TrimSpace(prompt) == "" {
continue
}
result = append(result, types.SuggestedQuestion{
Question: prompt,
Source: "agent_config",
})
}
}
// 2. Determine knowledge base scope
effectiveKBIDs := kbIDs
if len(effectiveKBIDs) == 0 && len(knowledgeIDs) == 0 {
// Use agent's KB configuration
switch agent.Config.KBSelectionMode {
case "all":
kbs, err := s.kbService.ListKnowledgeBases(ctx)
if err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agentID,
})
// Return what we have so far (agent_config suggestions)
return s.truncateQuestions(result, limit), nil
}
for _, kb := range kbs {
effectiveKBIDs = append(effectiveKBIDs, kb.ID)
}
case "selected":
effectiveKBIDs = agent.Config.KnowledgeBases
case "none":
// No KB access, return agent_config suggestions only
return s.truncateQuestions(result, limit), nil
default:
// Default to agent's configured KBs
effectiveKBIDs = agent.Config.KnowledgeBases
}
}
if len(effectiveKBIDs) == 0 && len(knowledgeIDs) == 0 {
return s.truncateQuestions(result, limit), nil
}
// Deduplicate questions we've already collected
seen := make(map[string]bool)
for _, q := range result {
seen[q.Question] = true
}
remaining := limit - len(result)
if remaining <= 0 {
return s.truncateQuestions(result, limit), nil
}
// 3. Collect all candidate chunks from both FAQ and Document KBs,
// then sort by updated_at uniformly (not FAQ-first).
type candidate struct {
question types.SuggestedQuestion
updatedAt time.Time
}
var candidates []candidate
// Determine query scope
queryKBIDs := effectiveKBIDs
queryKnowledgeIDs := knowledgeIDs
// Fetch more than needed from each source, we'll merge-sort and truncate
fetchLimit := remaining * 2
if fetchLimit < 10 {
fetchLimit = 10
}
// Collect FAQ recommended chunks
faqChunks, err := s.chunkRepo.ListRecommendedFAQChunks(ctx, tenantID, queryKBIDs, queryKnowledgeIDs, fetchLimit)
if err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agentID,
})
} else {
for _, chunk := range faqChunks {
meta, err := chunk.FAQMetadata()
if err != nil || meta == nil || meta.StandardQuestion == "" {
continue
}
if seen[meta.StandardQuestion] {
continue
}
seen[meta.StandardQuestion] = true
candidates = append(candidates, candidate{
question: types.SuggestedQuestion{
Question: meta.StandardQuestion,
Source: "faq",
KnowledgeBaseID: chunk.KnowledgeBaseID,
},
updatedAt: chunk.UpdatedAt,
})
}
}
// Collect Document chunks with generated questions
docChunks, err := s.chunkRepo.ListRecentDocumentChunksWithQuestions(ctx, tenantID, queryKBIDs, queryKnowledgeIDs, fetchLimit)
if err != nil {
logger.ErrorWithFields(ctx, err, map[string]interface{}{
"agent_id": agentID,
})
} else {
for _, chunk := range docChunks {
meta, err := chunk.DocumentMetadata()
if err != nil || meta == nil || len(meta.GeneratedQuestions) == 0 {
continue
}
q := meta.GeneratedQuestions[0].Question
if q == "" || seen[q] {
continue
}
seen[q] = true
candidates = append(candidates, candidate{
question: types.SuggestedQuestion{
Question: q,
Source: "document",
KnowledgeBaseID: chunk.KnowledgeBaseID,
},
updatedAt: chunk.UpdatedAt,
})
}
}
// 4. Sort all candidates by updated_at descending (newest first)
sort.Slice(candidates, func(i, j int) bool {
return candidates[i].updatedAt.After(candidates[j].updatedAt)
})
// 5. Pick top N
for _, c := range candidates {
if len(result) >= limit {
break
}
result = append(result, c.question)
}
return s.truncateQuestions(result, limit), nil
}
// truncateQuestions truncates the question list to the specified limit
func (s *customAgentService) truncateQuestions(questions []types.SuggestedQuestion, limit int) []types.SuggestedQuestion {
if len(questions) > limit {
return questions[:limit]
}
return questions
}