Files
ragflow/internal/agent/component/llm_credentials.go
Haruko386 a19af34d31 fix: unable to use agent in agent (#16910)
### Summary

As title

#### Agent:
<img width="3707" height="2030" alt="image"
src="https://github.com/user-attachments/assets/68480004-9c79-4302-ae22-eb3375b7fac9"
/>

#### Data_operations
<img width="3716" height="2044" alt="image"
src="https://github.com/user-attachments/assets/068cc1a6-1ba5-4746-a447-a706d2149ef5"
/>
2026-07-15 10:58:59 +08:00

317 lines
11 KiB
Go

package component
import (
"context"
"encoding/json"
"errors"
"fmt"
"strings"
"ragflow/internal/agent/runtime"
"ragflow/internal/common"
"ragflow/internal/dao"
"ragflow/internal/entity"
"go.uber.org/zap"
"gorm.io/gorm"
)
// resolveTenantLLMConfig fills tenant-scoped API credentials for the supplied
// driver/model pair when the canvas DSL omitted them. It first checks the old
// tenant_llm table, then falls back to tenant_model_provider +
// tenant_model_instance when the composite llm_id carries an instance name.
func resolveTenantLLMConfig(ctx context.Context, driver, modelID, apiKey, baseURL, originalModelID string) (string, string) {
if apiKey != "" || driver == "" || modelID == "" {
return apiKey, baseURL
}
state, _, err := runtime.GetStateFromContext[*runtime.CanvasState](ctx)
if err != nil || state == nil {
common.Debug("llm credentials: no canvas state in ctx")
return apiKey, baseURL
}
tid, _ := state.Sys["tenant_id"].(string)
if tid == "" {
common.Debug("llm credentials: state.Sys has no tenant_id")
return apiKey, baseURL
}
if resolvedKey, resolvedBaseURL, ok := resolveTenantLLMCredentials(tid, driver, modelID, baseURL); ok {
return resolvedKey, resolvedBaseURL
}
if originalModelID == "" {
return apiKey, baseURL
}
if resolvedKey, resolvedBaseURL, ok := resolveTenantModelInstanceCredentials(tid, originalModelID, baseURL); ok {
return resolvedKey, resolvedBaseURL
}
return apiKey, baseURL
}
// resolveTenantLLMCredentials looks up the old tenant_llm table for the given
// tenant / factory / model. Returns true when credentials were found.
func resolveTenantLLMCredentials(tid, driver, modelID, baseURL string) (string, string, bool) {
common.Debug("llm credentials: tenant_llm lookup", zap.String("tid", tid), zap.String("factory", driver), zap.String("model", modelID))
row, err := dao.NewTenantLLMDAO().GetByTenantFactoryAndModelName(tid, driver, modelID)
if err != nil {
common.Debug("llm credentials: tenant_llm lookup", zap.Error(err))
return "", baseURL, false
}
if row == nil {
common.Debug("llm credentials: tenant_llm lookup: no row")
return "", baseURL, false
}
apiKey := ""
if row.APIKey != nil {
apiKey = *row.APIKey
}
if baseURL == "" && row.APIBase != nil {
baseURL = *row.APIBase
}
common.Debug("llm credentials: tenant_llm OK",
zap.Bool("api_key_present", apiKey != ""),
zap.Bool("base_url_present", baseURL != ""))
return apiKey, baseURL, apiKey != ""
}
// resolveTenantModelInstanceCredentials attempts to resolve llm credentials
// through tenant_model_provider + tenant_model_instance using the original
// composite llm_id (which still carries the instance name).
func resolveTenantModelInstanceCredentials(tid, compositeLLMID, baseURL string) (string, string, bool) {
modelName, instanceName, providerName := parseLLMIDParts(compositeLLMID)
if instanceName == "" {
common.Debug("llm credentials: new-table fallback skipped: no instance name", zap.String("composite_llm_id", compositeLLMID))
return "", baseURL, false
}
common.Debug("llm credentials: new-table fallback",
zap.String("tid", tid),
zap.String("provider", providerName),
zap.String("model", modelName),
zap.String("instance", instanceName))
provider, err := dao.NewTenantModelProviderDAO().GetByTenantIDAndProviderName(tid, providerName)
if err != nil || provider == nil {
common.Debug("llm credentials: new-table fallback: provider not found", zap.String("provider", providerName), zap.Error(err))
return "", baseURL, false
}
instance, err := dao.NewTenantModelInstanceDAO().GetByProviderIDAndInstanceName(provider.ID, instanceName)
if err != nil || instance == nil {
if instanceName == "default" {
if fallback := findSoleActiveProviderInstance(provider.ID); fallback != nil {
common.Debug("llm credentials: new-table fallback: remapped default instance to sole active instance",
zap.String("instance", fallback.InstanceName),
zap.String("provider", providerName))
instance = fallback
err = nil
}
}
}
if err != nil || instance == nil {
common.Debug("llm credentials: new-table fallback: instance not found",
zap.String("instance", instanceName),
zap.String("provider", providerName),
zap.Error(err))
return "", baseURL, false
}
apiKey := instance.APIKey
if instance.Extra != "" && baseURL == "" {
var extra map[string]string
if err := json.Unmarshal([]byte(instance.Extra), &extra); err == nil {
if u := extra["base_url"]; u != "" {
baseURL = u
}
}
}
common.Debug("llm credentials: new-table OK",
zap.String("provider", providerName),
zap.String("instance", instance.InstanceName),
zap.Bool("api_key_present", apiKey != ""),
zap.Bool("base_url_present", baseURL != ""))
return apiKey, baseURL, apiKey != ""
}
func findSoleActiveProviderInstance(providerID string) *entity.TenantModelInstance {
instances, err := dao.NewTenantModelInstanceDAO().GetAllInstancesByProviderID(providerID)
if err != nil {
common.Debug("llm credentials: list provider instances", zap.Error(err))
return nil
}
active := make([]*entity.TenantModelInstance, 0, len(instances))
for _, inst := range instances {
if inst == nil {
continue
}
if strings.EqualFold(strings.TrimSpace(inst.Status), "inactive") {
continue
}
active = append(active, inst)
}
if len(active) != 1 {
return nil
}
return active[0]
}
func resolveTenantChatModelByID(ctx context.Context, modelRef, apiKey, baseURL string) (string, string, string, string, bool, error) {
if !isBareTenantModelID(modelRef) {
return "", "", apiKey, baseURL, false, nil
}
state, _, err := runtime.GetStateFromContext[*runtime.CanvasState](ctx)
if err != nil || state == nil {
return "", "", apiKey, baseURL, false, nil
}
tid, _ := state.Sys["tenant_id"].(string)
if tid == "" {
return "", "", apiKey, baseURL, false, nil
}
modelName, provider, modelKey, modelBaseURL, ok, err := resolveTenantChatModelByTenantModelID(tid, modelRef, apiKey, baseURL)
if err != nil {
return "", "", apiKey, baseURL, false, err
}
if ok {
return modelName, provider, modelKey, modelBaseURL, true, nil
}
modelName, provider, instanceKey, instanceBaseURL, ok, err := resolveTenantChatModelByInstanceID(tid, modelRef, apiKey, baseURL)
if err != nil {
return "", "", apiKey, baseURL, false, err
}
if ok {
return modelName, provider, instanceKey, instanceBaseURL, true, nil
}
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant chat model id %q not found", modelRef)
}
func resolveTenantChatModelByTenantModelID(tid, modelID, apiKey, baseURL string) (string, string, string, string, bool, error) {
model, err := dao.NewTenantModelDAO().GetByID(modelID)
if err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
return "", "", apiKey, baseURL, false, nil
}
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve tenant model id %q: %w", modelID, err)
}
if !strings.EqualFold(strings.TrimSpace(model.Status), "active") {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant model id %s is disabled", modelID)
}
if !entity.ModelType(model.ModelType).Has(entity.ModelTypeChat) {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant model id %s cannot be used as chat model", modelID)
}
provider, err := dao.NewTenantModelProviderDAO().GetByID(model.ProviderID)
if err != nil {
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve provider for tenant model id %q: %w", modelID, err)
}
if provider.TenantID != tid {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant %s has no access to model id %s", tid, modelID)
}
instance, err := dao.NewTenantModelInstanceDAO().GetByID(model.InstanceID)
if err != nil {
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve instance for tenant model id %q: %w", modelID, err)
}
apiKey, baseURL = fillInstanceCredentials(instance, apiKey, baseURL)
return model.ModelName, provider.ProviderName, apiKey, baseURL, true, nil
}
func resolveTenantChatModelByInstanceID(tid, instanceID, apiKey, baseURL string) (string, string, string, string, bool, error) {
instance, err := dao.NewTenantModelInstanceDAO().GetByID(instanceID)
if err != nil {
if errors.Is(err, gorm.ErrRecordNotFound) {
return "", "", apiKey, baseURL, false, nil
}
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve tenant model instance id %q: %w", instanceID, err)
}
provider, err := dao.NewTenantModelProviderDAO().GetByID(instance.ProviderID)
if err != nil {
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve provider for tenant model instance id %q: %w", instanceID, err)
}
if provider.TenantID != tid {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant %s has no access to model instance id %s", tid, instanceID)
}
models, err := dao.NewTenantModelDAO().GetModelsByInstanceID(instance.ID)
if err != nil {
return "", "", apiKey, baseURL, false, fmt.Errorf("resolve models for tenant model instance id %q: %w", instanceID, err)
}
candidates := make([]*entity.TenantModel, 0, len(models))
for _, model := range models {
if model == nil || model.ProviderID != provider.ID {
continue
}
if !strings.EqualFold(strings.TrimSpace(model.Status), "active") {
continue
}
if !entity.ModelType(model.ModelType).Has(entity.ModelTypeChat) {
continue
}
candidates = append(candidates, model)
}
if len(candidates) == 0 {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant model instance id %s has no active chat model", instanceID)
}
if len(candidates) > 1 {
return "", "", apiKey, baseURL, false, fmt.Errorf("tenant model instance id %s has %d active chat models; use tenant_model.id or model@instance@provider", instanceID, len(candidates))
}
apiKey, baseURL = fillInstanceCredentials(instance, apiKey, baseURL)
return candidates[0].ModelName, provider.ProviderName, apiKey, baseURL, true, nil
}
func fillInstanceCredentials(instance *entity.TenantModelInstance, apiKey, baseURL string) (string, string) {
if instance == nil {
return apiKey, baseURL
}
if apiKey == "" {
apiKey = instance.APIKey
}
if baseURL == "" && instance.Extra != "" {
var extra map[string]string
if err := json.Unmarshal([]byte(instance.Extra), &extra); err == nil {
baseURL = extra["base_url"]
}
}
return apiKey, baseURL
}
func isBareTenantModelID(s string) bool {
s = strings.TrimSpace(s)
if len(s) != 32 || strings.Contains(s, "@") {
return false
}
for _, r := range s {
switch {
case r >= '0' && r <= '9':
case r >= 'a' && r <= 'f':
case r >= 'A' && r <= 'F':
default:
return false
}
}
return true
}
// parseLLMIDParts splits a composite llm_id into model, instance, and
// provider segments.
//
// "model@provider" -> ("model", "default", "provider")
// "model@instance@provider" -> ("model", "instance", "provider")
// 4+ parts -> ("parts[0]", "parts[1]", "parts[2]")
func parseLLMIDParts(s string) (modelName, instanceName, providerName string) {
parts := strings.Split(strings.TrimSpace(s), "@")
switch len(parts) {
case 2:
return parts[0], "default", parts[1]
case 3:
return parts[0], parts[1], parts[2]
default:
if len(parts) >= 4 {
return parts[0], parts[1], parts[2]
}
return s, "", ""
}
}