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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,60 @@ | ||
import { getJanDataFolderPath, joinPath } from '../../core' | ||
import { events } from '../../events' | ||
import { BaseExtension } from '../../extension' | ||
import { fs } from '../../fs' | ||
import { Model, ModelEvent } from '../../types' | ||
|
||
/** | ||
* Base AIEngine | ||
* Applicable to all AI Engines | ||
*/ | ||
export abstract class AIEngine extends BaseExtension { | ||
// The inference engine | ||
abstract provider: string | ||
// The model folder | ||
modelFolder: string = 'models' | ||
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abstract models(): Promise<Model[]> | ||
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/** | ||
* On extension load, subscribe to events. | ||
*/ | ||
onLoad() { | ||
this.prePopulateModels() | ||
} | ||
|
||
/** | ||
* Pre-populate models to App Data Folder | ||
*/ | ||
prePopulateModels(): Promise<void> { | ||
return this.models().then((models) => { | ||
const prePoluateOperations = models.map((model) => | ||
getJanDataFolderPath() | ||
.then((janDataFolder) => | ||
// Attempt to create the model folder | ||
joinPath([janDataFolder, this.modelFolder, model.id]).then((path) => | ||
fs | ||
.mkdirSync(path) | ||
.catch() | ||
.then(() => path) | ||
) | ||
) | ||
.then((path) => joinPath([path, 'model.json'])) | ||
.then((path) => { | ||
// Do not overwite existing model.json | ||
return fs.existsSync(path).then((exist: any) => { | ||
if (!exist) return fs.writeFileSync(path, JSON.stringify(model, null, 2)) | ||
}) | ||
}) | ||
.catch((e: Error) => { | ||
console.error('Error', e) | ||
}) | ||
) | ||
Promise.all(prePoluateOperations).then(() => | ||
// Emit event to update models | ||
// So the UI can update the models list | ||
events.emit(ModelEvent.OnModelsUpdate, {}) | ||
) | ||
}) | ||
} | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,63 @@ | ||
import { executeOnMain, getJanDataFolderPath, joinPath } from '../../core' | ||
import { events } from '../../events' | ||
import { Model, ModelEvent } from '../../types' | ||
import { OAIEngine } from './OAIEngine' | ||
|
||
/** | ||
* Base OAI Local Inference Provider | ||
* Added the implementation of loading and unloading model (applicable to local inference providers) | ||
*/ | ||
export abstract class LocalOAIEngine extends OAIEngine { | ||
// The inference engine | ||
loadModelFunctionName: string = 'loadModel' | ||
unloadModelFunctionName: string = 'unloadModel' | ||
isRunning: boolean = false | ||
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/** | ||
* On extension load, subscribe to events. | ||
*/ | ||
onLoad() { | ||
super.onLoad() | ||
// These events are applicable to local inference providers | ||
events.on(ModelEvent.OnModelInit, (model: Model) => this.onModelInit(model)) | ||
events.on(ModelEvent.OnModelStop, (model: Model) => this.onModelStop(model)) | ||
} | ||
|
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/** | ||
* Load the model. | ||
*/ | ||
async onModelInit(model: Model) { | ||
if (model.engine.toString() !== this.provider) return | ||
|
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const modelFolder = await joinPath([await getJanDataFolderPath(), this.modelFolder, model.id]) | ||
|
||
const res = await executeOnMain(this.nodeModule, this.loadModelFunctionName, { | ||
modelFolder, | ||
model, | ||
}) | ||
|
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if (res?.error) { | ||
events.emit(ModelEvent.OnModelFail, { | ||
...model, | ||
error: res.error, | ||
}) | ||
return | ||
} else { | ||
this.loadedModel = model | ||
events.emit(ModelEvent.OnModelReady, model) | ||
this.isRunning = true | ||
} | ||
} | ||
/** | ||
* Stops the model. | ||
*/ | ||
onModelStop(model: Model) { | ||
if (model.engine?.toString() !== this.provider) return | ||
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this.isRunning = false | ||
|
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executeOnMain(this.nodeModule, this.unloadModelFunctionName).then(() => { | ||
events.emit(ModelEvent.OnModelStopped, {}) | ||
}) | ||
} | ||
} |
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