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openai - vector store

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This commit is contained in:
lovebird 2025-04-03 20:15:49 +02:00
parent 6ffb6244eb
commit 5a27372d7c
8 changed files with 106 additions and 10 deletions
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1
packages/kbot/dist-in/commands/run-assistant.d.ts vendored
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@ -1,5 +1,6 @@
import OpenAI from 'openai';
import { IKBotTask } from '@polymech/ai-tools';
export declare const supported: Record<string, string>;
export declare const createOpenAIFile: (client: OpenAI, filePath: string, purpose?: string) => Promise<OpenAI.Files.FileObject & {
_request_id?: string | null;
}>;

4
packages/kbot/dist-in/commands/run-assistant.js
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@ -4,7 +4,7 @@ import { logger } from '../index.js';
import { onCompletion } from './run-completion.js';
import { glob } from '../source.js';
import { prompt } from '../prompt.js';
const supported = {
export const supported = {
".c": "text/x-c",
".cpp": "text/x-c++",
".cs": "text/x-csharp",
@ -170,4 +170,4 @@ export const runAssistant = async (client, params, options) => {
const ret = await defer;
return await onCompletion(ret.text.value, options);
};
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4
packages/kbot/dist-in/commands/run.js
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File diff suppressed because one or more lines are too long

8
packages/kbot/dist-in/source.d.ts vendored
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@ -1,6 +1,11 @@
import { sync as exists } from '@polymech/fs/exists';
import { IHandlerResult } from './mime-handlers.js';
import { ChatCompletionContentPartImage } from 'openai/resources/index.mjs';
import { IKBotTask } from '@polymech/ai-tools';
/**
* @todos
* - add support for vector stores : https://platform.openai.com/docs/assistants/tools/file-search?lang=node.js
*/
export declare const default_filters: {
isFile: (src: string) => boolean;
exists: typeof exists;
@ -10,4 +15,5 @@ export declare const isPathOutsideSafe: (pathA: string, pathB: string) => boolea
export declare const base64: (filePath: string) => string | null;
export declare const images: (files: string[]) => ChatCompletionContentPartImage[];
export declare const glob: (projectPath: string, include?: string[]) => string[];
export declare function get(projectPath: string, include?: string[]): Promise<Array<IHandlerResult>>;
export declare function get(projectPath: string, include: string[], options: IKBotTask): Promise<Array<IHandlerResult>>;
export declare function vectorize(file: string, options: IKBotTask): Promise<string>;

44
packages/kbot/dist-in/source.js
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File diff suppressed because one or more lines are too long

2
packages/kbot/src/commands/run-assistant.ts
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@ -10,7 +10,7 @@ import { onCompletion } from './run-completion.js'
import { glob } from '../source.js'
import { prompt } from '../prompt.js'
const supported: Record<string, string> = {
export const supported: Record<string, string> = {
".c": "text/x-c",
".cpp": "text/x-c++",
".cs": "text/x-csharp",

2
packages/kbot/src/commands/run.ts
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@ -69,7 +69,7 @@ export const processRun = async (opts: IKBotTask) => {
messages.push(promptMessage)
messages.push(await preferences(opts))
let files = await get(path.resolve(options.path), options.include) || []
let files = await get(path.resolve(options.path), options.include, options) || []
files = files.map(f => { return { ...f, role: 'user' } })
messages = [...messages as any, ...files]

51
packages/kbot/src/source.ts
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@ -12,6 +12,13 @@ import { globSync } from 'glob'
import { EXCLUDE_GLOB, MAX_FILE_SIZE } from './constants.js'
import { defaultMimeRegistry, IHandlerResult } from './mime-handlers.js'
import { ChatCompletionContentPartImage } from 'openai/resources/index.mjs'
import { IKBotTask, ICollector } from '@polymech/ai-tools'
import { supported } from './commands/run-assistant.js'
/**
* @todos
* - add support for vector stores : https://platform.openai.com/docs/assistants/tools/file-search?lang=node.js
*/
export const default_filters = {
isFile,
@ -101,7 +108,8 @@ export const glob = (
export async function get(
projectPath: string,
include: string[] = []
include: string[] = [],
options: IKBotTask
): Promise<Array<IHandlerResult>> {
let files = glob(projectPath, include)
let ret = files.map((fullPath) => {
@ -123,4 +131,45 @@ export async function get(
})
ret = await ret.filter((r) => r !== null)
return ret
}
export async function vectorize(file: string, options: IKBotTask): Promise<string> {
if (!options.client) {
throw new Error('OpenAI client is required for vectorization')
}
const ext = path.extname(file).toLowerCase()
if (!(ext in supported)) {
throw new Error(`Unsupported file format: ${ext}. Supported formats: ${Object.keys(supported).join(', ')}`)
}
try {
// Create a vector store
const vectorStore = await options.client.vectorStores.create({
name: path.basename(file)
})
// Upload file to vector store
const fileStream = fs.createReadStream(file)
await options.client.vectorStores.fileBatches.uploadAndPoll(vectorStore.id, {
files: [fileStream]
})
// Create meta file path by appending .meta.json to the original file path
const metaPath = `${file}.meta.json`
const metaData = {
vectorStoreId: vectorStore.id,
vectorizedAt: new Date().toISOString(),
originalPath: file,
mimeType: supported[ext]
}
// Write meta data to file
fs.writeFileSync(metaPath, JSON.stringify(metaData, null, 2))
return vectorStore.id
} catch (error) {
logger.error(`Failed to vectorize file ${file}:`, error)
throw error
}
}