model.ts 3.8 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. const tempName = name;
  60. name = displayName;
  61. displayName = tempName;
  62. modelTable[fullName]["name"] = name;
  63. }
  64. if (displayName) {
  65. modelTable[fullName]["displayName"] = displayName;
  66. }
  67. }
  68. }
  69. // 2. if model not exists, create new model with available value
  70. if (count === 0) {
  71. const provider = customProvider(name);
  72. modelTable[`${name}@${provider?.id}`] = {
  73. name,
  74. displayName: displayName || name,
  75. available,
  76. provider, // Use optional chaining
  77. };
  78. }
  79. }
  80. });
  81. return modelTable;
  82. }
  83. export function collectModelTableWithDefaultModel(
  84. models: readonly LLMModel[],
  85. customModels: string,
  86. defaultModel: string,
  87. ) {
  88. let modelTable = collectModelTable(models, customModels);
  89. if (defaultModel && defaultModel !== "") {
  90. modelTable[defaultModel] = {
  91. ...modelTable[defaultModel],
  92. name: defaultModel,
  93. available: true,
  94. isDefault: true,
  95. };
  96. }
  97. return modelTable;
  98. }
  99. /**
  100. * Generate full model table.
  101. */
  102. export function collectModels(
  103. models: readonly LLMModel[],
  104. customModels: string,
  105. ) {
  106. const modelTable = collectModelTable(models, customModels);
  107. const allModels = Object.values(modelTable);
  108. return allModels;
  109. }
  110. export function collectModelsWithDefaultModel(
  111. models: readonly LLMModel[],
  112. customModels: string,
  113. defaultModel: string,
  114. ) {
  115. const modelTable = collectModelTableWithDefaultModel(
  116. models,
  117. customModels,
  118. defaultModel,
  119. );
  120. const allModels = Object.values(modelTable);
  121. return allModels;
  122. }
  123. export function isModelAvailableInServer(
  124. customModels: string,
  125. modelName: string,
  126. providerName: string,
  127. ) {
  128. const fullName = `${modelName}@${providerName}`;
  129. const modelTable = collectModelTable(DEFAULT_MODELS, customModels);
  130. return modelTable[fullName]?.available === false;
  131. }