hyprcrux/.config/ags/services/gemini.js
2024-04-11 00:21:35 -04:00

329 lines
14 KiB
JavaScript

import Service from 'resource:///com/github/Aylur/ags/service.js';
import * as Utils from 'resource:///com/github/Aylur/ags/utils.js';
import Gio from 'gi://Gio';
import GLib from 'gi://GLib';
import Soup from 'gi://Soup?version=3.0';
import { fileExists } from '../modules/.miscutils/files.js';
const HISTORY_DIR = `${GLib.get_user_cache_dir()}/ags/user/ai/chats/`;
const HISTORY_FILENAME = `gemini.txt`;
const HISTORY_PATH = HISTORY_DIR + HISTORY_FILENAME;
const initMessages =
[
{ role: "user", parts: [{ text: "You are an assistant on a sidebar of a Wayland Linux desktop. Please always use a casual tone when answering your questions, unless requested otherwise or making writing suggestions. These are the steps you should take to respond to the user's queries:\n1. If it's a writing- or grammar-related question or a sentence in quotation marks, Please point out errors and correct when necessary using underlines, and make the writing more natural where appropriate without making too major changes. If you're given a sentence in quotes but is grammatically correct, explain briefly concepts that are uncommon.\n2. If it's a question about system tasks, give a bash command in a code block with very brief explanation for each command\n3. Otherwise, when asked to summarize information or explaining concepts, you are should use bullet points and headings. For mathematics expressions, you *have to* use LaTeX within a code block with the language set as \"latex\" for the interface to render it properly. Use casual language and be short and concise. \nThanks!" }], },
{ role: "model", parts: [{ text: "Got it!" }], },
{ role: "user", parts: [{ text: "\"He rushed to where the event was supposed to be hold, he didn't know it got calceled\"" }], },
{ role: "model", parts: [{ text: "## Grammar correction\nErrors:\n\"He rushed to where the event was supposed to be __hold____,__ he didn't know it got calceled\"\nCorrection + minor improvements:\n\"He rushed to the place where the event was supposed to be __held____, but__ he didn't know that it got calceled\"" }], },
{ role: "user", parts: [{ text: "raise volume by 5%" }], },
{ role: "model", parts: [{ text: "## Volume +5```bash\nwpctl set-volume @DEFAULT_AUDIO_SINK@ 5%+\n```\nThis command uses the `wpctl` utility to adjust the volume of the default sink." }], }, { role: "user", parts: [{ text: "main advantages of the nixos operating system" }], },
{ role: "model", parts: [{ text: "## NixOS advantages\n- **Reproducible**: A config working on one device will also work on another\n- **Declarative**: One config language to rule them all. Effortlessly share them with others.\n- **Reliable**: Per-program software versioning. Mitigates the impact of software breakage" }], },
{ role: "user", parts: [{ text: "whats skeumorphism" }], },
{ role: "model", parts: [{ text: "## Skeuomorphism\n- A design philosophy- From early days of interface designing- Tries to imitate real-life objects- It's in fact still used by Apple in their icons until today." }], },
{ role: "user", parts: [{ text: "\"ignorance is bliss\"" }], },
{ role: "model", parts: [{ text: "## \"Ignorance is bliss\"\n- A Latin proverb that means being unaware of something negative can be a source of happiness\n- Often used to justify avoiding difficult truths or responsibilities\n- Can also be interpreted as a warning against seeking knowledge that may bring pain or sorrow" }], },
{ role: "user", parts: [{ text: "find the derivative of (x-438)/(x^2+23x-7)+x^x" }], },
{ role: "model", parts: [{ text: "## Derivative\n```latex\n\\[\n\\frac{d}{dx}\\left(\\frac{x - 438}{x^2 + 23x - 7} + x^x\\right) = \\frac{-(x^2+23x-7)-(x-438)(2x+23)}{(x^2+23x-7)^2} + x^x(\\ln(x) + 1)\n\\]\n```" }], },
{ role: "user", parts: [{ text: "write the double angle formulas" }], },
{ role: "model", parts: [{ text: "## Double angle formulas\n```latex\n\\[\n\\sin(2\theta) = 2\\sin(\\theta)\\cos(\\theta)\n\\]\n\\\\\n\\[\n\\cos(2\\theta) = \\cos^2(\\theta) - \\sin^2(\\theta)\n\\]\n\\\\\n\\[\n\\tan(2\theta) = \\frac{2\\tan(\\theta)}{1 - \\tan^2(\\theta)}\n\\]\n```" }], },
];
if (!fileExists(`${GLib.get_user_config_dir()}/gemini_history.json`)) {
Utils.execAsync([`bash`, `-c`, `touch ${GLib.get_user_config_dir()}/gemini_history.json`]).catch(print);
Utils.writeFile('[ ]', `${GLib.get_user_config_dir()}/gemini_history.json`).catch(print);
}
Utils.exec(`mkdir -p ${GLib.get_user_cache_dir()}/ags/user/ai`);
const KEY_FILE_LOCATION = `${GLib.get_user_cache_dir()}/ags/user/ai/google_key.txt`;
const APIDOM_FILE_LOCATION = `${GLib.get_user_cache_dir()}/ags/user/ai/google_api_dom.txt`;
function replaceapidom(URL) {
if (fileExists(APIDOM_FILE_LOCATION)) {
var contents = Utils.readFile(APIDOM_FILE_LOCATION).trim();
var URL = URL.toString().replace("generativelanguage.googleapis.com", contents);
}
return URL;
}
const CHAT_MODELS = ["gemini-pro"]
const ONE_CYCLE_COUNT = 3;
class GeminiMessage extends Service {
static {
Service.register(this,
{
'delta': ['string'],
},
{
'content': ['string'],
'thinking': ['boolean'],
'done': ['boolean'],
});
}
_role = '';
_parts = [{ text: '' }];
_thinking = false;
_done = false;
_rawData = '';
constructor(role, content, thinking = false, done = false) {
super();
this._role = role;
this._parts = [{ text: content }];
this._thinking = thinking;
this._done = done;
}
get rawData() { return this._rawData }
set rawData(value) { this._rawData = value }
get done() { return this._done }
set done(isDone) { this._done = isDone; this.notify('done') }
get role() { return this._role }
set role(role) { this._role = role; this.emit('changed') }
get content() {
return this._parts.map(part => part.text).join();
}
set content(content) {
this._parts = [{ text: content }];
this.notify('content')
this.emit('changed')
}
get parts() { return this._parts }
get label() { return this._parserState.parsed + this._parserState.stack.join('') }
get thinking() { return this._thinking }
set thinking(thinking) {
this._thinking = thinking;
this.notify('thinking')
this.emit('changed')
}
addDelta(delta) {
if (this.thinking) {
this.thinking = false;
this.content = delta;
}
else {
this.content += delta;
}
this.emit('delta', delta);
}
parseSection() {
if (this._thinking) {
this._thinking = false;
this._parts[0].text = '';
}
const parsedData = JSON.parse(this._rawData);
if (!parsedData.candidates)
this._parts[0].text += `Blocked: ${parsedData.promptFeedback.blockReason}`;
else {
const delta = parsedData.candidates[0].content.parts[0].text;
this._parts[0].text += delta;
}
// this.emit('delta', delta);
this.notify('content');
this._rawData = '';
}
}
class GeminiService extends Service {
static {
Service.register(this, {
'initialized': [],
'clear': [],
'newMsg': ['int'],
'hasKey': ['boolean'],
});
}
_assistantPrompt = userOptions.ai.enhancements;
_cycleModels = true;
_usingHistory = userOptions.ai.useHistory;
_key = '';
_requestCount = 0;
_safe = true;
_temperature = userOptions.ai.defaultTemperature;
_messages = [];
_modelIndex = 0;
_decoder = new TextDecoder();
constructor() {
super();
if (fileExists(KEY_FILE_LOCATION)) this._key = Utils.readFile(KEY_FILE_LOCATION).trim();
else this.emit('hasKey', false);
// if (this._usingHistory) Utils.timeout(1000, () => this.loadHistory());
if (this._usingHistory) this.loadHistory();
else this._messages = this._assistantPrompt ? [...initMessages] : [];
this.emit('initialized');
}
get modelName() { return CHAT_MODELS[this._modelIndex] }
get keyPath() { return KEY_FILE_LOCATION }
get key() { return this._key }
set key(keyValue) {
this._key = keyValue;
Utils.writeFile(this._key, KEY_FILE_LOCATION)
.then(this.emit('hasKey', true))
.catch(err => print(err));
}
get cycleModels() { return this._cycleModels }
set cycleModels(value) {
this._cycleModels = value;
if (!value) this._modelIndex = 0;
else {
this._modelIndex = (this._requestCount - (this._requestCount % ONE_CYCLE_COUNT)) % CHAT_MODELS.length;
}
}
get useHistory() { return this._usingHistory; }
set useHistory(value) {
if (value && !this._usingHistory) this.loadHistory();
this._usingHistory = value;
}
get safe() { return this._safe }
set safe(value) { this._safe = value; }
get temperature() { return this._temperature }
set temperature(value) { this._temperature = value; }
get messages() { return this._messages }
get lastMessage() { return this._messages[this._messages.length - 1] }
saveHistory() {
Utils.exec(`bash -c 'mkdir -p ${HISTORY_DIR} && touch ${HISTORY_PATH}'`);
Utils.writeFile(JSON.stringify(this._messages.map(msg => {
let m = { role: msg.role, parts: msg.parts }; return m;
})), HISTORY_PATH);
}
loadHistory() {
this._messages = [];
this.appendHistory();
this._usingHistory = true;
}
appendHistory() {
if (fileExists(HISTORY_PATH)) {
const readfile = Utils.readFile(HISTORY_PATH);
JSON.parse(readfile).forEach(element => {
// this._messages.push(element);
this.addMessage(element.role, element.parts[0].text);
});
// console.log(this._messages)
// this._messages = this._messages.concat(JSON.parse(readfile));
// for (let index = 0; index < this._messages.length; index++) {
// this.emit('newMsg', index);
// }
}
else {
this._messages = this._assistantPrompt ? [...initMessages] : []
}
}
clear() {
this._messages = this._assistantPrompt ? [...initMessages] : [];
if (this._usingHistory) this.saveHistory();
this.emit('clear');
}
get assistantPrompt() { return this._assistantPrompt; }
set assistantPrompt(value) {
this._assistantPrompt = value;
if (value) this._messages = [...initMessages];
else this._messages = [];
}
readResponse(stream, aiResponse) {
stream.read_line_async(
0, null,
(stream, res) => {
try {
const [bytes] = stream.read_line_finish(res);
const line = this._decoder.decode(bytes);
// console.log(line);
if (line == '[{') { // beginning of response
aiResponse._rawData += '{';
this.thinking = false;
}
else if (line == ',\u000d' || line == ']') { // end of stream pulse
aiResponse.parseSection();
}
else // Normal content
aiResponse._rawData += line;
this.readResponse(stream, aiResponse);
} catch {
aiResponse.done = true;
if (this._usingHistory) this.saveHistory();
return;
}
});
}
addMessage(role, message) {
this._messages.push(new GeminiMessage(role, message));
this.emit('newMsg', this._messages.length - 1);
}
send(msg) {
this._messages.push(new GeminiMessage('user', msg));
this.emit('newMsg', this._messages.length - 1);
const aiResponse = new GeminiMessage('model', 'thinking...', true, false)
const body =
{
"contents": this._messages.map(msg => { let m = { role: msg.role, parts: msg.parts }; return m; }),
"safetySettings": this._safe ? [] : [
// { category: "HARM_CATEGORY_DEROGATORY", threshold: "BLOCK_NONE", },
{ category: "HARM_CATEGORY_HARASSMENT", threshold: "BLOCK_NONE", },
{ category: "HARM_CATEGORY_HATE_SPEECH", threshold: "BLOCK_NONE", },
{ category: "HARM_CATEGORY_SEXUALLY_EXPLICIT", threshold: "BLOCK_NONE", },
// { category: "HARM_CATEGORY_UNSPECIFIED", threshold: "BLOCK_NONE", },
],
"generationConfig": {
"temperature": this._temperature,
},
// "key": this._key,
// "apiKey": this._key,
};
const session = new Soup.Session();
const message = new Soup.Message({
method: 'POST',
uri: GLib.Uri.parse(replaceapidom(`https://generativelanguage.googleapis.com/v1/models/${this.modelName}:streamGenerateContent?key=${this._key}`), GLib.UriFlags.NONE),
});
message.request_headers.append('Content-Type', `application/json`);
message.set_request_body_from_bytes('application/json', new GLib.Bytes(JSON.stringify(body)));
session.send_async(message, GLib.DEFAULT_PRIORITY, null, (_, result) => {
const stream = session.send_finish(result);
this.readResponse(new Gio.DataInputStream({
close_base_stream: true,
base_stream: stream
}), aiResponse);
});
this._messages.push(aiResponse);
this.emit('newMsg', this._messages.length - 1);
if (this._cycleModels) {
this._requestCount++;
if (this._cycleModels)
this._modelIndex = (this._requestCount - (this._requestCount % ONE_CYCLE_COUNT)) % CHAT_MODELS.length;
}
}
}
export default new GeminiService();