mirror of
https://github.com/sortedcord/omnia.git
synced 2026-07-22 03:52:48 +05:30
docs: Added documentation for LLMProviders and named instances
This commit is contained in:
@@ -11,7 +11,7 @@ import {
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setProviderMapping,
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updateProviderInstance,
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} from "@/app/play/actions";
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import type { LLMProviderInstance } from "@/lib/provider-manager";
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import type { LLMProviderInstance } from "@omnia/llm";
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interface ConfigStatus {
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apiKeySet: boolean;
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@@ -4,8 +4,7 @@ import path from "path";
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import fs from "fs";
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import { simulationManager } from "@/lib/simulation";
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import type { SimSnapshot } from "@/lib/simulation";
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import { ProviderManager } from "@/lib/provider-manager";
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import type { LLMProviderInstance } from "@/lib/provider-manager";
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import { ProviderManager, LLMProviderInstance } from "@omnia/llm";
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function resolveScenarioPath(relative: string): string {
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const cwd = process.cwd();
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@@ -13,7 +13,7 @@ import {
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listProviderInstances,
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} from "@/app/play/actions";
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import type { SimSnapshot } from "@/lib/simulation-types";
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import type { LLMProviderInstance } from "@/lib/provider-manager";
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import type { LLMProviderInstance } from "@omnia/llm";
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function IntentTag({
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intent,
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@@ -25,9 +25,8 @@ import {
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IActorProseGenerator,
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buildBufferEntryForIntent,
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} from "@omnia/actor";
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import { GeminiProvider, ILLMProvider, MockLLMProvider } from "@omnia/llm";
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import { GeminiProvider, ILLMProvider, MockLLMProvider, ProviderManager } from "@omnia/llm";
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import { ScenarioLoader } from "@omnia/scenario";
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import { ProviderManager } from "./provider-manager";
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import type {
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IntentInfo,
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@@ -7,6 +7,10 @@
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".": "./dist/index.js"
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},
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"dependencies": {
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"@types/node": "^26.1.0"
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"@types/node": "^26.1.0",
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"better-sqlite3": "^12.11.1"
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},
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"devDependencies": {
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"@types/better-sqlite3": "^7.6.13"
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}
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}
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@@ -2,3 +2,4 @@ export * from "./llm.js";
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export * from "./config.js";
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export * from "./providers/google-genai.js";
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export * from "./providers/mock.js";
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export * from "./provider-manager.js";
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@@ -1,12 +1,27 @@
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import Database from "better-sqlite3";
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import path from "path";
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import fs from "fs";
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import type { LLMProviderInstance } from "@omnia/llm";
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import type { LLMProviderInstance } from "./llm.js";
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export type { LLMProviderInstance };
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function getWorkspaceRoot() {
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let current = process.cwd();
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while (current !== "/" && current !== path.parse(current).root) {
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if (
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fs.existsSync(path.join(current, "pnpm-workspace.yaml")) ||
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fs.existsSync(path.join(current, "package.json"))
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) {
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if (fs.existsSync(path.join(current, "pnpm-workspace.yaml"))) {
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return current;
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}
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}
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current = path.dirname(current);
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}
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return process.cwd();
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}
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function getSettingsDb() {
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const dbDir = path.resolve(process.cwd(), "data");
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const wsRoot = getWorkspaceRoot();
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const dbDir = path.resolve(wsRoot, "data");
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if (!fs.existsSync(dbDir)) {
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fs.mkdirSync(dbDir, { recursive: true });
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}
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@@ -127,6 +142,7 @@ export class ProviderManager {
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static getActive(): LLMProviderInstance | null {
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const db = getSettingsDb();
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try {
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// Query the DB
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const row = db.prepare(`SELECT * FROM provider_instances WHERE isActive = 1`).get() as {
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id: string;
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name: string;
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@@ -135,7 +151,34 @@ export class ProviderManager {
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isActive: number;
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modelName?: string;
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} | undefined;
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if (!row) return null;
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if (!row) {
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// Check if there are any rows at all
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const totalCount = db.prepare(`SELECT COUNT(*) as count FROM provider_instances`).get() as { count: number };
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if (totalCount.count === 0) {
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// Database is completely empty! Check if GOOGLE_API_KEY env is set.
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const envKey = process.env.GOOGLE_API_KEY;
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if (envKey && envKey.trim()) {
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// Auto-bootstrap default active instance from env
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const id = "provider-default-env";
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db.prepare(`
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INSERT INTO provider_instances (id, name, providerName, apiKey, isActive, modelName)
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VALUES (?, ?, ?, ?, ?, ?)
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`).run(id, "Default (Env)", "google-genai", envKey, 1, "gemini-2.5-flash");
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return {
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id,
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name: "Default (Env)",
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providerName: "google-genai",
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apiKey: envKey,
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isActive: true,
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modelName: "gemini-2.5-flash",
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};
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}
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}
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return null;
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}
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return {
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id: row.id,
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name: row.name,
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@@ -144,6 +187,20 @@ export class ProviderManager {
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isActive: true,
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modelName: row.modelName || undefined,
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};
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} catch {
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// Lock or write issue fallback: return an in-memory active key if env key exists
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const envKey = process.env.GOOGLE_API_KEY;
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if (envKey) {
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return {
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id: "provider-default-env-fallback",
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name: "Default (Env Fallback)",
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providerName: "google-genai",
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apiKey: envKey,
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isActive: true,
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modelName: "gemini-2.5-flash",
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};
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}
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return null;
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} finally {
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db.close();
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}
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@@ -2,6 +2,7 @@ import { z } from "zod";
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import { ChatGoogleGenerativeAI } from "@langchain/google-genai";
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import { ILLMProvider, LLMRequest, LLMResponse, LLMCallRecord } from "../llm.js";
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import { llmConfig } from "../config.js";
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import { ProviderManager } from "../provider-manager.js";
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export class GeminiProvider implements ILLMProvider {
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providerName = "Gemini";
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@@ -9,13 +10,30 @@ export class GeminiProvider implements ILLMProvider {
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lastCalls: LLMCallRecord[] = [];
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constructor(apiKey?: string, modelName?: string) {
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const key = apiKey || llmConfig.GOOGLE_API_KEY;
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let key = apiKey;
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let model = modelName;
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if (!key) {
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const active = ProviderManager.getActive();
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if (active) {
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key = active.apiKey;
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if (!model) {
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model = active.modelName;
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}
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}
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}
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if (!key) {
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key = llmConfig.GOOGLE_API_KEY;
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}
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if (!key) {
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throw new Error("GOOGLE_API_KEY is required to initialize GeminiProvider");
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}
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this.model = new ChatGoogleGenerativeAI({
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apiKey: key,
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model: modelName || "gemini-2.5-flash",
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model: model || "gemini-2.5-flash",
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});
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}
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7
pnpm-lock.yaml
generated
7
pnpm-lock.yaml
generated
@@ -365,6 +365,13 @@ importers:
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'@types/node':
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specifier: ^26.1.0
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version: 26.1.0
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better-sqlite3:
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specifier: ^12.11.1
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version: 12.11.1
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devDependencies:
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'@types/better-sqlite3':
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specifier: ^7.6.13
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version: 7.6.13
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packages/memory:
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dependencies:
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97
web/docs/src/content/docs/architecture/llm-providers.md
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97
web/docs/src/content/docs/architecture/llm-providers.md
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@@ -0,0 +1,97 @@
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---
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title: LLM Providers & Configuration
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description: Details of the LLM provider instances, task routing, and self-bootstrapping setup in Omnia.
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sidebar:
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order: 5
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---
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In Omnia, all non-player character behaviors, action validation, intent decoding, and time step logic are simulated using Large Language Models (LLMs). The LLM subsystem is built around **polymorphism, key instance management, and task provider routing**.
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## Core Interfaces
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All LLM providers implement the common `ILLMProvider` interface defined in `packages/llm/src/llm.ts`:
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```typescript
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export interface ILLMProvider {
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providerName: string;
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generateStructuredResponse<T extends z.ZodTypeAny>(
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request: LLMRequest<T>,
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): Promise<LLMResponse<z.infer<T>>>;
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lastCalls?: LLMCallRecord[];
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}
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```
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The codebase provides two primary implementations:
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1. **`GeminiProvider`:** The production provider utilizing Google's Gemini Models via the `@langchain/google-genai` SDK.
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2. **`MockLLMProvider`:** A stateless, pre-programmed mock provider used for fast, deterministic unit testing and local integration tests.
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---
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## LLM Provider Instances
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To support multiple different API keys, key rotation, and model variation, Omnia utilizes a **Provider Instance model** rather than relying on static configuration:
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```typescript
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export interface LLMProviderInstance {
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id: string;
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name: string;
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providerName: string;
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apiKey: string;
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isActive: boolean;
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modelName?: string;
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}
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```
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Users can register multiple provider instances in the **Configuration Page** under the GUI. Each instance is given:
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* A friendly, human-readable name (e.g., `"Gemini Production Key"`, `"Experimental Gemini Pro"`).
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* A provider type (e.g., `google-genai`, `mock`).
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* An API key credential.
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* A custom target model name (e.g., `gemini-2.5-flash` or `gemini-2.5-pro`).
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* An **Active** status flag (one key is marked as globally active).
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Configurations are stored globally in `data/settings.db` (separated from specific simulation run databases like `data/sim-*.db` to keep key storage and audit logs isolated).
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---
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## Task Provider Routing
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During a simulation run, the engine executes four distinct LLM operations. To optimize costs, latency, or model accuracy, you can route each of these tasks to different LLM provider instances:
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| Task Name | Key ID | Description | Default Model |
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| :--- | :--- | :--- | :--- |
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| **Actor Prose Generation** | `actor-prose` | Generates roleplay and narrative behavioral prose for Non-Player Characters. | `gemini-2.5-flash` |
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| **LLM Validator** | `llm-validator` | Arbitrates and validates proposed actions against the world state rules and constraints. | `gemini-2.5-flash` |
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| **Intent Decoder** | `intent-decoder` | Parses and splits free-text actions/prose into structured intent sequences. | `gemini-2.5-flash` |
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| **TimeDelta Generator** | `timedelta` | Calculates the duration of character actions to advance the game clock. | `gemini-2.5-flash` |
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If no specific provider instance is mapped to a task, the task automatically routes to the globally marked **Active** provider instance.
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---
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## Automatic Bootstrapping (Environment Key Fallback)
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To maintain backwards-compatibility and support headless runs, live evaluation suites, and automated unit tests without requiring database pre-configuration, the config manager supports **self-bootstrapping**:
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1. When the provider manager queries the active key instance, if `data/settings.db` contains **0 registered keys**, it checks the process environment for `GOOGLE_API_KEY`.
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2. If `process.env.GOOGLE_API_KEY` is present, it automatically creates, saves, and activates a default provider instance (`Default (Env)`) in `settings.db`.
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3. If database write locks occur (e.g., during high-concurrency Vitest test suites), the system seamlessly returns a temporary in-memory `LLMProviderInstance` to keep execution fluent and error-free.
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---
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## Developer Guide: Managing Mappings
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Configuration settings are managed through `ProviderManager` static methods:
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```typescript
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// Query the active provider configuration
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const activeConfig = ProviderManager.getActive();
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// List all registered provider instances
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const allConfigs = ProviderManager.list();
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// Retrieve task-specific mappings
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const mappings = ProviderManager.getMappings(); // e.g., { "actor-prose": "provider-123" }
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// Map a task to a provider instance
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ProviderManager.setMapping("actor-prose", "provider-123");
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```
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