model.ts 3.5 KB

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  1. import { DEFAULT_MODELS } from "../constant";
  2. import { LLMModel } from "../client/api";
  3. const customProvider = (modelName: string) => ({
  4. id: modelName,
  5. providerName: "Custom",
  6. providerType: "custom",
  7. });
  8. export function collectModelTable(
  9. models: readonly LLMModel[],
  10. customModels: string,
  11. ) {
  12. const modelTable: Record<
  13. string,
  14. {
  15. available: boolean;
  16. name: string;
  17. displayName: string;
  18. provider?: LLMModel["provider"]; // Marked as optional
  19. isDefault?: boolean;
  20. }
  21. > = {};
  22. // default models
  23. models.forEach((m) => {
  24. // using <modelName>@<providerId> as fullName
  25. modelTable[`${m.name}@${m?.provider?.id}`] = {
  26. ...m,
  27. displayName: m.name, // 'provider' is copied over if it exists
  28. };
  29. });
  30. // server custom models
  31. customModels
  32. .split(",")
  33. .filter((v) => !!v && v.length > 0)
  34. .forEach((m) => {
  35. const available = !m.startsWith("-");
  36. const nameConfig =
  37. m.startsWith("+") || m.startsWith("-") ? m.slice(1) : m;
  38. const [name, displayName] = nameConfig.split("=");
  39. // enable or disable all models
  40. if (name === "all") {
  41. Object.values(modelTable).forEach(
  42. (model) => (model.available = available),
  43. );
  44. } else {
  45. // 1. find model by name, and set available value
  46. const [customModelName, customProviderName] = name.split("@");
  47. let count = 0;
  48. for (const fullName in modelTable) {
  49. const [modelName, providerName] = fullName.split("@");
  50. if (
  51. customModelName == modelName &&
  52. (customProviderName === undefined ||
  53. customProviderName === providerName)
  54. ) {
  55. count += 1;
  56. modelTable[fullName]["available"] = available;
  57. if (displayName) {
  58. modelTable[fullName]["displayName"] = displayName;
  59. }
  60. }
  61. }
  62. // 2. if model not exists, create new model with available value
  63. if (count === 0) {
  64. const provider = customProvider(name);
  65. modelTable[`${name}@${provider?.id}`] = {
  66. name,
  67. displayName: displayName || name,
  68. available,
  69. provider, // Use optional chaining
  70. };
  71. }
  72. }
  73. });
  74. return modelTable;
  75. }
  76. export function collectModelTableWithDefaultModel(
  77. models: readonly LLMModel[],
  78. customModels: string,
  79. defaultModel: string,
  80. ) {
  81. let modelTable = collectModelTable(models, customModels);
  82. if (defaultModel && defaultModel !== "") {
  83. modelTable[defaultModel] = {
  84. ...modelTable[defaultModel],
  85. name: defaultModel,
  86. available: true,
  87. isDefault: true,
  88. };
  89. }
  90. return modelTable;
  91. }
  92. /**
  93. * Generate full model table.
  94. */
  95. export function collectModels(
  96. models: readonly LLMModel[],
  97. customModels: string,
  98. ) {
  99. const modelTable = collectModelTable(models, customModels);
  100. const allModels = Object.values(modelTable);
  101. return allModels;
  102. }
  103. export function collectModelsWithDefaultModel(
  104. models: readonly LLMModel[],
  105. customModels: string,
  106. defaultModel: string,
  107. ) {
  108. const modelTable = collectModelTableWithDefaultModel(
  109. models,
  110. customModels,
  111. defaultModel,
  112. );
  113. const allModels = Object.values(modelTable);
  114. return allModels;
  115. }
  116. export function isModelAvailableInServer(
  117. customModels: string,
  118. modelName: string,
  119. providerName: string,
  120. ) {
  121. const fullName = `${modelName}@${providerName}`;
  122. const modelTable = collectModelTable(DEFAULT_MODELS, customModels);
  123. return modelTable[fullName]?.available === false;
  124. }