refactor(ai): rename llm package
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238 changed files with 209 additions and 210 deletions
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@ -1,155 +0,0 @@
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import { Option, Schema } from "effect"
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import {
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AuthenticationReason,
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ContentPolicyReason,
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InvalidRequestReason,
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LLMError,
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ProviderErrorEvent,
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ProviderInternalReason,
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QuotaExceededReason,
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RateLimitReason,
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UnknownProviderReason,
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type HttpContext,
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type HttpRateLimitDetails,
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type ProviderMetadata,
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} from "./schema"
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const patterns = [
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/prompt is too long/i,
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/input is too long for requested model/i,
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/exceeds the context window/i,
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/input token count.*exceeds the maximum/i,
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/tokens in request more than max tokens allowed/i,
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/maximum prompt length is \d+/i,
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/reduce the length of the messages/i,
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/maximum context length is \d+ tokens/i,
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/exceeds the limit of \d+/i,
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/exceeds the available context size/i,
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/greater than the context length/i,
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/context window exceeds limit/i,
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/exceeded model token limit/i,
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/context[_ ]length[_ ]exceeded/i,
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/request entity too large/i,
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/context length is only \d+ tokens/i,
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/input length.*exceeds.*context length/i,
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/prompt too long; exceeded (?:max )?context length/i,
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/too large for model with \d+ maximum context length/i,
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/model_context_window_exceeded/i,
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]
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export const isContextOverflow = (message: string) =>
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patterns.some((pattern) => pattern.test(message)) || /^4(00|13)\s*(status code)?\s*\(no body\)/i.test(message)
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export const isContextOverflowFailure = (failure: unknown) =>
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failure instanceof LLMError
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? failure.reason._tag === "InvalidRequest" && failure.reason.classification === "context-overflow"
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: Schema.is(ProviderErrorEvent)(failure) && failure.classification === "context-overflow"
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const decodeJson = Schema.decodeUnknownOption(Schema.UnknownFromJsonString)
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const QUOTA_CODES = new Set(["insufficient_quota", "usage_not_included", "billing_error"])
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const SERVER_CODES = new Set([
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"api_error",
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"internal_error",
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"internalserverexception",
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"modelstreamerrorexception",
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"overloaded_error",
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"server_error",
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"server_is_overloaded",
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"serviceunavailableexception",
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])
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const INVALID_REQUEST_CODES = new Set(["invalid_prompt", "invalid_request_error", "validationexception"])
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const RATE_LIMIT_TEXT = /rate increased too quickly|rate[-_\s]?limit|too[_\s]?many[_\s]?requests/i
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const QUOTA_TEXT = /insufficient[-_\s]?quota|quota[-_\s]?exceeded/i
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const CONTENT_POLICY_TEXT = /content[-_\s]?policy|content_filter|safety/i
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export interface ProviderFailure {
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readonly message: string
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readonly status?: number | undefined
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readonly code?: string | undefined
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readonly retryAfterMs?: number | undefined
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readonly rateLimit?: HttpRateLimitDetails | undefined
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readonly http?: HttpContext | undefined
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readonly providerMetadata?: ProviderMetadata | undefined
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}
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// Keep HTTP failures and provider-reported stream failures on one typed path so
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// session retry policy never needs provider-specific string matching.
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export function classifyProviderFailure(input: ProviderFailure): LLMError["reason"] {
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const body = input.http?.body ?? ""
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const codes = [input.code, ...providerCodes(body), ...providerCodes(input.message)]
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.filter((code): code is string => code !== undefined)
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.map((code) => code.toLowerCase())
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const text = body || input.message
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const common = { message: input.message, providerMetadata: input.providerMetadata, http: input.http }
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const clientScoped = input.status === undefined || (input.status >= 400 && input.status < 500)
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if (
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clientScoped &&
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(codes.includes("context_length_exceeded") ||
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codes.includes("model_context_window_exceeded") ||
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isContextOverflow(text))
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)
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return new InvalidRequestReason({ ...common, classification: "context-overflow" })
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if (CONTENT_POLICY_TEXT.test(text)) return new ContentPolicyReason(common)
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if (codes.some((code) => QUOTA_CODES.has(code)) || (input.status === 429 && QUOTA_TEXT.test(text)))
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return new QuotaExceededReason(common)
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if (input.status === 401) return new AuthenticationReason({ ...common, kind: "invalid" })
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if (input.status === 403) return new AuthenticationReason({ ...common, kind: "insufficient-permissions" })
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if (codes.includes("authentication_error")) return new AuthenticationReason({ ...common, kind: "invalid" })
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if (codes.includes("permission_error"))
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return new AuthenticationReason({ ...common, kind: "insufficient-permissions" })
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if (
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codes.some((code) => code.includes("rate_limit") || code === "too_many_requests" || code === "throttlingexception")
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)
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return new RateLimitReason({
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...common,
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retryAfterMs: input.retryAfterMs,
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rateLimit: input.rateLimit,
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})
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if (RATE_LIMIT_TEXT.test(text))
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return new RateLimitReason({
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...common,
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retryAfterMs: input.retryAfterMs,
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rateLimit: input.rateLimit,
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})
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if (codes.some((code) => SERVER_CODES.has(code) || code.includes("exhausted") || code.includes("unavailable")))
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return new ProviderInternalReason({
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...common,
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status: input.status,
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retryAfterMs: input.retryAfterMs,
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})
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if (input.status === 429) {
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return new RateLimitReason({
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...common,
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retryAfterMs: input.retryAfterMs,
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rateLimit: input.rateLimit,
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})
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}
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if (input.status !== undefined && input.status >= 500)
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return new ProviderInternalReason({
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...common,
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status: input.status,
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retryAfterMs: input.retryAfterMs,
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})
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if (codes.some((code) => INVALID_REQUEST_CODES.has(code))) return new InvalidRequestReason(common)
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if (
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input.status === 400 ||
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input.status === 404 ||
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input.status === 409 ||
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input.status === 413 ||
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input.status === 422
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)
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return new InvalidRequestReason(common)
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return new UnknownProviderReason({ ...common, status: input.status })
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}
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function providerCodes(value: string) {
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const decoded = Option.getOrUndefined(decodeJson(value))
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if (!isRecord(decoded)) return []
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const error = isRecord(decoded.error) ? decoded.error : undefined
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return [decoded.code, error?.code, error?.type].filter((value): value is string => typeof value === "string")
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}
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function isRecord(value: unknown): value is Record<string, unknown> {
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return typeof value === "object" && value !== null
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}
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