Add support for our Fine-tuning API

README.md

@@ -78,6 +78,47 @@ const embeddingsBatchResponse = await client.embeddings({
 console.log('Embeddings Batch:', embeddingsBatchResponse.data);
 ```
 
+### Files
+
+```typescript
+// Create a new file
+const file = fs.readFileSync('file.jsonl');
+const createdFile = await client.files.create({ file });
+
+// List files
+const files = await client.files.list();
+
+// Retrieve a file
+const retrievedFile = await client.files.retrieve({ fileId: createdFile.id });
+
+// Delete a file
+const deletedFile = await client.files.delete({ fileId: createdFile.id });
+```
+
+### Fine-tuning Jobs
+
+```typescript
+// Create a new job
+const createdJob = await client.jobs.create({
+  model: 'open-mistral-7B',
+  trainingFiles: [trainingFile.id],
+  validationFiles: [validationFile.id],
+  hyperparameters: {
+    trainingSteps: 10,
+    learningRate: 0.0001,
+  },
+});
+
+// List jobs
+const jobs = await client.jobs.list();
+
+// Retrieve a job
+const retrievedJob = await client.jobs.retrieve({ jobId: createdJob.id });
+
+// Cancel a job
+const canceledJob = await client.jobs.cancel({ jobId: createdJob.id });
+```
+
 ## Run examples
 
 You can run the examples in the examples directory by installing them locally:

examples/file.jsonl

@@ -0,0 +1,3 @@
+{"messages": [{"role": "system", "content": "Marv is a factual chatbot that is also sarcastic."}, {"role": "user", "content": "What's the capital of France?"}, {"role": "assistant", "content": "Paris, as if everyone doesn't know that already."}]}
+{"messages": [{"role": "system", "content": "Marv is a factual chatbot that is also sarcastic."}, {"role": "user", "content": "Who wrote 'Romeo and Juliet'?"}, {"role": "assistant", "content": "Oh, just some guy named William Shakespeare. Ever heard of him?"}]}
+{"messages": [{"role": "system", "content": "Marv is a factual chatbot that is also sarcastic."}, {"role": "user", "content": "How far is the Moon from Earth?"}, {"role": "assistant", "content": "Around 384,400 kilometers. Give or take a few, like that really matters.", "weight": 0}]}

examples/files.js

@@ -0,0 +1,27 @@
+import MistralClient from '@mistralai/mistralai';
+import * as fs from 'fs';
+
+
+const apiKey = process.env.MISTRAL_API_KEY;
+
+const client = new MistralClient(apiKey);
+
+// Create a new file
+const blob = new Blob(
+  [fs.readFileSync('file.jsonl')],
+  {type: 'application/json'},
+);
+const createdFile = await client.files.create({file: blob});
+console.log(createdFile);
+
+// List files
+const files = await client.files.list();
+console.log(files);
+
+// Retrieve a file
+const retrievedFile = await client.files.retrieve({fileId: createdFile.id});
+console.log(retrievedFile);
+
+// Delete a file
+const deletedFile = await client.files.delete({fileId: createdFile.id});
+console.log(deletedFile);

examples/jobs.js

@@ -0,0 +1,39 @@
+import MistralClient from '@mistralai/mistralai';
+import * as fs from 'fs';
+
+
+const apiKey = process.env.MISTRAL_API_KEY;
+
+const client = new MistralClient(apiKey);
+
+// Create a new file
+const blob = new Blob(
+  [fs.readFileSync('file.jsonl')],
+  {type: 'application/json'},
+);
+const createdFile = await client.files.create({file: blob});
+
+// Create a new job
+const hyperparameters = {
+  training_steps: 10,
+  learning_rate: 0.0001,
+};
+const createdJob = await client.jobs.create({
+  model: 'open-mistral-7b',
+  trainingFiles: [createdFile.id],
+  validationFiles: [createdFile.id],
+  hyperparameters,
+});
+console.log(createdJob);
+
+// List jobs
+const jobs = await client.jobs.list();
+console.log(jobs);
+
+// Retrieve a job
+const retrievedJob = await client.jobs.retrieve({jobId: createdJob.id});
+console.log(retrievedJob);
+
+// Cancel a job
+const canceledJob = await client.jobs.cancel({jobId: createdJob.id});
+console.log(canceledJob);

src/client.d.ts

@@ -182,16 +182,15 @@ declare module "@mistralai/mistralai" {
     ): AsyncGenerator<ChatCompletionResponseChunk, void>;
 
     completion(
-        request: CompletionRequest,
-        options?: ChatRequestOptions
+      request: CompletionRequest,
+      options?: ChatRequestOptions
     ): Promise<ChatCompletionResponse>;
 
     completionStream(
-        request: CompletionRequest,
-        options?: ChatRequestOptions
+      request: CompletionRequest,
+      options?: ChatRequestOptions
     ): AsyncGenerator<ChatCompletionResponseChunk, void>;
 
-
     embeddings(options: {
       model: string;
       input: string | string[];

src/client.js

@@ -1,3 +1,6 @@
+import FilesClient from './files.js';
+import JobsClient from './jobs.js';
+
 const VERSION = '0.3.0';
 const RETRY_STATUS_CODES = [429, 500, 502, 503, 504];
 const ENDPOINT = 'https://api.mistral.ai';
@@ -79,6 +82,9 @@ class MistralClient {
     if (this.endpoint.indexOf('inference.azure.com')) {
       this.modelDefault = 'mistral';
     }
+
+    this.files = new FilesClient(this);
+    this.jobs = new JobsClient(this);
   }
 
   /**
@@ -98,9 +104,10 @@ class MistralClient {
    * @param {*} path
    * @param {*} request
    * @param {*} signal
+   * @param {*} formData
    * @return {Promise<*>}
    */
-  _request = async function(method, path, request, signal) {
+  _request = async function(method, path, request, signal, formData = null) {
     const url = `${this.endpoint}/${path}`;
     const options = {
       method: method,
@@ -110,13 +117,18 @@ class MistralClient {
         'Content-Type': 'application/json',
         'Authorization': `Bearer ${this.apiKey}`,
       },
-      body: method !== 'get' ? JSON.stringify(request) : null,
       signal: combineSignals([
         AbortSignal.timeout(this.timeout * 1000),
         signal,
       ]),
+      body: method !== 'get' ? formData ?? JSON.stringify(request) : null,
+      timeout: this.timeout * 1000,
     };
 
+    if (formData) {
+      delete options.headers['Content-Type'];
+    }
+
     for (let attempts = 0; attempts < this.maxRetries; attempts++) {
       try {
         const response = await this._fetch(url, options);
@@ -161,7 +173,7 @@ class MistralClient {
         } else {
           throw new MistralAPIError(
             `HTTP error! status: ${response.status} ` +
-            `Response: \n${await response.text()}`,
+              `Response: \n${await response.text()}`,
           );
         }
       } catch (error) {
@@ -467,16 +479,7 @@ class MistralClient {
    * @return {Promise<Object>}
    */
   completion = async function(
-    {
-      model,
-      prompt,
-      suffix,
-      temperature,
-      maxTokens,
-      topP,
-      randomSeed,
-      stop,
-    },
+    {model, prompt, suffix, temperature, maxTokens, topP, randomSeed, stop},
     {signal} = {},
   ) {
     const request = this._makeCompletionRequest(
@@ -523,16 +526,7 @@ class MistralClient {
    * @return {Promise<Object>}
    */
   completionStream = async function* (
-    {
-      model,
-      prompt,
-      suffix,
-      temperature,
-      maxTokens,
-      topP,
-      randomSeed,
-      stop,
-    },
+    {model, prompt, suffix, temperature, maxTokens, topP, randomSeed, stop},
     {signal} = {},
   ) {
     const request = this._makeCompletionRequest(

src/files.d.ts

@@ -0,0 +1,30 @@
+export enum Purpose {
+  finetune = 'fine-tune',
+}
+
+export interface FileObject {
+  id: string;
+  object: string;
+  bytes: number;
+  created_at: number;
+  filename: string;
+  purpose?: Purpose;
+}
+
+export interface FileDeleted {
+  id: string;
+  object: string;
+  deleted: boolean;
+}
+
+export class FilesClient {
+  constructor(client: MistralClient);
+
+  create(options: { file: File; purpose?: string }): Promise<FileObject>;
+
+  retrieve(options: { fileId: string }): Promise<FileObject>;
+
+  list(): Promise<FileObject[]>;
+
+  delete(options: { fileId: string }): Promise<FileDeleted>;
+}

src/files.js

@@ -0,0 +1,65 @@
+/**
+ * Class representing a client for file operations.
+ */
+class FilesClient {
+  /**
+   * Create a FilesClient object.
+   * @param {MistralClient} client - The client object used for making requests.
+   */
+  constructor(client) {
+    this.client = client;
+  }
+
+  /**
+   * Create a new file.
+   * @param {File} file - The file to be created.
+   * @param {string} purpose - The purpose of the file. Default is 'fine-tune'.
+   * @return {Promise<*>} A promise that resolves to a FileObject.
+   * @throws {MistralAPIError} If no response is received from the server.
+   */
+  async create({file, purpose = 'fine-tune'}) {
+    const formData = new FormData();
+    formData.append('file', file);
+    formData.append('purpose', purpose);
+    const response = await this.client._request(
+      'post',
+      'v1/files',
+      null,
+      undefined,
+      formData,
+    );
+    return response;
+  }
+
+  /**
+   * Retrieve a file.
+   * @param {string} fileId - The ID of the file to retrieve.
+   * @return {Promise<*>} A promise that resolves to the file data.
+   */
+  async retrieve({fileId}) {
+    const response = await this.client._request('get', `v1/files/${fileId}`);
+    return response;
+  }
+
+  /**
+   * List all files.
+   * @return {Promise<Array<FileObject>>} A promise that resolves to
+   * an array of FileObject.
+   */
+  async list() {
+    const response = await this.client._request('get', 'v1/files');
+    return response;
+  }
+
+  /**
+   * Delete a file.
+   * @param {string} fileId - The ID of the file to delete.
+   * @return {Promise<*>} A promise that resolves to the response.
+   */
+  async delete({fileId}) {
+    const response = await this.client._request('delete', `v1/files/${fileId}`);
+    return response;
+  }
+}
+
+export default FilesClient;