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utils.server.ts
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import 'server-only';
import { getAnonymousId } from '@/lib/anonymousId';
import { createPostHogClient, tryGetPostHogDistinctId } from "@/lib/posthog";
import { createAmazonBedrock } from '@ai-sdk/amazon-bedrock';
import { AnthropicProviderOptions, createAnthropic } from '@ai-sdk/anthropic';
import { createAzure } from '@ai-sdk/azure';
import { createDeepSeek } from '@ai-sdk/deepseek';
import { createGoogleGenerativeAI, GoogleLanguageModelOptions } from '@ai-sdk/google';
import { createVertex } from '@ai-sdk/google-vertex';
import { createVertexAnthropic } from '@ai-sdk/google-vertex/anthropic';
import { createMistral } from '@ai-sdk/mistral';
import { createOpenAI, OpenAIResponsesProviderOptions } from "@ai-sdk/openai";
import { createOpenAICompatible } from "@ai-sdk/openai-compatible";
import { LanguageModelV3 as AISDKLanguageModelV3 } from "@ai-sdk/provider";
import { createXai } from '@ai-sdk/xai';
import { fromNodeProviderChain } from '@aws-sdk/credential-providers';
import { createOpenRouter } from '@openrouter/ai-sdk-provider';
import { withTracing } from "@posthog/ai";
import { Chat, Prisma, PrismaClient, User } from '@sourcebot/db';
import { LanguageModel } from '@sourcebot/schemas/v3/languageModel.type';
import { Token } from "@sourcebot/schemas/v3/shared.type";
import { env, getTokenFromConfig, loadConfig } from '@sourcebot/shared';
import { extractReasoningMiddleware, generateText, JSONValue, wrapLanguageModel } from "ai";
import fs from 'fs';
import path from 'path';
import { LanguageModelInfo, SBChatMessage } from './types';
/**
* Checks if the current user (authenticated or anonymous) is the owner of a chat.
*/
export const isOwnerOfChat = async (chat: Chat, user: User | undefined): Promise<boolean> => {
// Authenticated user owns the chat
if (user && chat.createdById === user.id) {
return true;
}
// Only check the anonymous cookie for unclaimed chats (createdById === null).
// Once a chat has been claimed by an authenticated user, the anonymous path
// must not grant access — even if the same browser still holds the original cookie.
if (!chat.createdById && chat.anonymousCreatorId) {
const anonymousId = await getAnonymousId();
if (anonymousId && chat.anonymousCreatorId === anonymousId) {
return true;
}
}
return false;
};
/**
* Checks if a user has been explicitly shared access to a chat.
*/
export const isChatSharedWithUser = async ({
prisma, chatId, userId,
}: {
prisma: PrismaClient;
chatId: string;
userId?: string;
}): Promise<boolean> => {
if (!userId) {
return false;
}
const share = await prisma.chatAccess.findUnique({
where: {
chatId_userId: {
chatId,
userId,
},
},
});
return share !== null;
};
export const updateChatMessages = async ({
prisma, chatId, messages,
}: {
prisma: PrismaClient;
chatId: string;
messages: SBChatMessage[];
}) => {
await prisma.chat.update({
where: {
id: chatId,
},
data: {
messages: messages as unknown as Prisma.InputJsonValue,
},
});
if (env.DEBUG_WRITE_CHAT_MESSAGES_TO_FILE) {
const chatDir = path.join(env.DATA_CACHE_DIR, 'chats');
if (!fs.existsSync(chatDir)) {
fs.mkdirSync(chatDir, { recursive: true });
}
const chatFile = path.join(chatDir, `${chatId}.json`);
fs.writeFileSync(chatFile, JSON.stringify(messages, null, 2));
}
};
/**
* Returns the full configuration of the language models.
*
* @warning this can contain sensitive information like environment
* variable names and base URLs. When passing information to the client,
* use getConfiguredLanguageModelsInfo instead.
*/
export const getConfiguredLanguageModels = async (): Promise<LanguageModel[]> => {
try {
const config = await loadConfig(env.CONFIG_PATH);
return config.models ?? [];
} catch (error) {
console.error('Failed to load language model configuration', error);
return [];
}
};
/**
* Returns the subset of information about the configured language models
* that we can safely send to the client.
*/
export const getConfiguredLanguageModelsInfo = async () => {
const models = await getConfiguredLanguageModels();
return models.map((model): LanguageModelInfo => ({
provider: model.provider,
model: model.model,
displayName: model.displayName,
}));
};
export const generateChatNameFromMessage = async ({ message, languageModelConfig }: { message: string, languageModelConfig: LanguageModel }) => {
const { model } = await getAISDKLanguageModelAndOptions(languageModelConfig);
const prompt = `Convert this question into a short topic title (max 50 characters).
Rules:
- Do NOT include question words (what, where, how, why, when, which)
- Do NOT end with a question mark
- Capitalize the first letter of the title
- Focus on the subject/topic being discussed
- Make it sound like a file name or category
Examples:
"Where is the authentication code?" → "Authentication Code"
"How to setup the database?" → "Database Setup"
"What are the API endpoints?" → "API Endpoints"
User question: ${message}`;
const result = await generateText({
model,
prompt,
});
return result.text;
}
export const getAISDKLanguageModelAndOptions = async (config: LanguageModel): Promise<{
model: AISDKLanguageModelV3,
providerOptions?: Record<string, Record<string, JSONValue>>,
temperature?: number,
}> => {
const { provider, model: modelId } = config;
const { model: _model, providerOptions } = await (async (): Promise<{
model: AISDKLanguageModelV3,
providerOptions?: Record<string, Record<string, JSONValue>>,
}> => {
switch (provider) {
case 'amazon-bedrock': {
const aws = createAmazonBedrock({
baseURL: config.baseUrl,
region: config.region ?? env.AWS_REGION,
accessKeyId: config.accessKeyId
? await getTokenFromConfig(config.accessKeyId)
: env.AWS_ACCESS_KEY_ID,
secretAccessKey: config.accessKeySecret
? await getTokenFromConfig(config.accessKeySecret)
: env.AWS_SECRET_ACCESS_KEY,
sessionToken: config.sessionToken
? await getTokenFromConfig(config.sessionToken)
: env.AWS_SESSION_TOKEN,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
// Fallback to the default Node.js credential provider chain if no credentials are provided.
// See: https://docs.aws.amazon.com/AWSJavaScriptSDK/v3/latest/Package/-aws-sdk-credential-providers/#fromnodeproviderchain
credentialProvider: !config.accessKeyId && !config.accessKeySecret && !config.sessionToken
? fromNodeProviderChain()
: undefined,
});
return {
model: aws(modelId),
};
}
case 'anthropic': {
const anthropic = createAnthropic({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.ANTHROPIC_API_KEY,
authToken: config.authToken
? await getTokenFromConfig(config.authToken)
: env.ANTHROPIC_AUTH_TOKEN,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
const isAdaptiveThinkingSupported =
modelId.startsWith('claude-opus-4-7');
return {
model: anthropic(modelId),
providerOptions: {
anthropic: {
thinking: isAdaptiveThinkingSupported ? {
type: "adaptive",
display: "summarized"
} : {
type: "enabled",
budgetTokens: env.ANTHROPIC_THINKING_BUDGET_TOKENS,
}
} satisfies AnthropicProviderOptions,
},
};
}
case 'azure': {
const azure = createAzure({
baseURL: config.baseUrl,
apiKey: config.token ? (await getTokenFromConfig(config.token)) : env.AZURE_API_KEY,
apiVersion: config.apiVersion,
resourceName: config.resourceName ?? env.AZURE_RESOURCE_NAME,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
const reasoningSummary = config.reasoningSummary ?? 'auto';
return {
model: azure(modelId),
providerOptions: {
openai: {
reasoningEffort: config.reasoningEffort ?? 'medium',
...(reasoningSummary !== 'none' && { reasoningSummary }),
} satisfies OpenAIResponsesProviderOptions,
}
};
}
case 'deepseek': {
const deepseek = createDeepSeek({
baseURL: config.baseUrl,
apiKey: config.token ? (await getTokenFromConfig(config.token)) : env.DEEPSEEK_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: deepseek(modelId),
};
}
case 'google-generative-ai': {
const google = createGoogleGenerativeAI({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.GOOGLE_GENERATIVE_AI_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: google(modelId),
providerOptions: {
google: {
thinkingConfig: {
includeThoughts: true,
thinkingBudget: config.thinkingBudget,
thinkingLevel: config.thinkingLevel
}
} satisfies GoogleLanguageModelOptions
}
};
}
case 'google-vertex': {
const vertex = createVertex({
project: config.project ?? env.GOOGLE_VERTEX_PROJECT,
location: config.region ?? env.GOOGLE_VERTEX_REGION,
...(config.credentials ? {
googleAuthOptions: {
keyFilename: await getTokenFromConfig(config.credentials),
}
} : {}),
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: vertex(modelId),
providerOptions: {
vertex: {
thinkingConfig: {
includeThoughts: true,
thinkingBudget:
config.thinkingBudget ??
env.GOOGLE_VERTEX_THINKING_BUDGET_TOKENS,
thinkingLevel: config.thinkingLevel,
}
} satisfies GoogleLanguageModelOptions
},
};
}
case 'google-vertex-anthropic': {
const vertexAnthropic = createVertexAnthropic({
project: config.project ?? env.GOOGLE_VERTEX_PROJECT,
location: config.region ?? env.GOOGLE_VERTEX_REGION,
...(config.credentials ? {
googleAuthOptions: {
keyFilename: await getTokenFromConfig(config.credentials),
}
} : {}),
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: vertexAnthropic(modelId),
};
}
case 'mistral': {
const mistral = createMistral({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.MISTRAL_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: mistral(modelId),
};
}
case 'openai': {
const openai = createOpenAI({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.OPENAI_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
const reasoningSummary = config.reasoningSummary ?? 'auto';
return {
model: openai(modelId),
providerOptions: {
openai: {
reasoningEffort: config.reasoningEffort ?? 'medium',
...(reasoningSummary !== 'none' && { reasoningSummary }),
} satisfies OpenAIResponsesProviderOptions,
},
};
}
case 'openai-compatible': {
const openai = createOpenAICompatible({
baseURL: config.baseUrl,
name: config.displayName ?? modelId,
apiKey: config.token
? await getTokenFromConfig(config.token)
: undefined,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
queryParams: config.queryParams
? await extractLanguageModelKeyValuePairs(config.queryParams)
: undefined,
});
const model = wrapLanguageModel({
model: openai.chatModel(modelId),
middleware: [
extractReasoningMiddleware({
tagName: config.reasoningTag ?? 'think',
}),
]
});
return {
model,
}
}
case 'openrouter': {
const openrouter = createOpenRouter({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.OPENROUTER_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: openrouter(modelId),
};
}
case 'xai': {
const xai = createXai({
baseURL: config.baseUrl,
apiKey: config.token
? await getTokenFromConfig(config.token)
: env.XAI_API_KEY,
headers: config.headers
? await extractLanguageModelKeyValuePairs(config.headers)
: undefined,
});
return {
model: xai(modelId),
};
}
}
})();
const posthog = await createPostHogClient();
const distinctId = await tryGetPostHogDistinctId();
// Only enable posthog LLM analytics for the ask GH experiment.
const model = env.EXPERIMENT_ASK_GH_ENABLED === 'true' ?
withTracing(_model, posthog, {
posthogDistinctId: distinctId,
}) :
_model;
return {
model,
providerOptions,
temperature: config.temperature,
};
}
const extractLanguageModelKeyValuePairs = async (
pairs: {
[k: string]: string | Token;
}
): Promise<Record<string, string>> => {
const resolvedPairs: Record<string, string> = {};
if (!pairs) {
return resolvedPairs;
}
for (const [key, val] of Object.entries(pairs)) {
if (typeof val === "string") {
resolvedPairs[key] = val;
continue;
}
const value = await getTokenFromConfig(val);
resolvedPairs[key] = value;
}
return resolvedPairs;
};