model.ts 3.7 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. let [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. // swap name and displayName for bytedance
  58. if (providerName === "bytedance") {
  59. [name, displayName] = [displayName, name];
  60. modelTable[fullName]["name"] = name;
  61. }
  62. if (displayName) {
  63. modelTable[fullName]["displayName"] = displayName;
  64. }
  65. }
  66. }
  67. // 2. if model not exists, create new model with available value
  68. if (count === 0) {
  69. const provider = customProvider(name);
  70. modelTable[`${name}@${provider?.id}`] = {
  71. name,
  72. displayName: displayName || name,
  73. available,
  74. provider, // Use optional chaining
  75. };
  76. }
  77. }
  78. });
  79. return modelTable;
  80. }
  81. export function collectModelTableWithDefaultModel(
  82. models: readonly LLMModel[],
  83. customModels: string,
  84. defaultModel: string,
  85. ) {
  86. let modelTable = collectModelTable(models, customModels);
  87. if (defaultModel && defaultModel !== "") {
  88. modelTable[defaultModel] = {
  89. ...modelTable[defaultModel],
  90. name: defaultModel,
  91. available: true,
  92. isDefault: true,
  93. };
  94. }
  95. return modelTable;
  96. }
  97. /**
  98. * Generate full model table.
  99. */
  100. export function collectModels(
  101. models: readonly LLMModel[],
  102. customModels: string,
  103. ) {
  104. const modelTable = collectModelTable(models, customModels);
  105. const allModels = Object.values(modelTable);
  106. return allModels;
  107. }
  108. export function collectModelsWithDefaultModel(
  109. models: readonly LLMModel[],
  110. customModels: string,
  111. defaultModel: string,
  112. ) {
  113. const modelTable = collectModelTableWithDefaultModel(
  114. models,
  115. customModels,
  116. defaultModel,
  117. );
  118. const allModels = Object.values(modelTable);
  119. return allModels;
  120. }
  121. export function isModelAvailableInServer(
  122. customModels: string,
  123. modelName: string,
  124. providerName: string,
  125. ) {
  126. const fullName = `${modelName}@${providerName}`;
  127. const modelTable = collectModelTable(DEFAULT_MODELS, customModels);
  128. return modelTable[fullName]?.available === false;
  129. }