sunset-core 0.1.5

🌅 Reusable async services for AI applications — auth, LLM, RAG, storage, pub/sub, and more.

🌅 sunset-core

Reusable async services for AI applications — auth, LLM routing, RAG, storage, pub/sub, and more — in one pip-installable package.

Every service is async-first (asyncpg, aio methods), lazy-loaded (you only import the heavy dependency you actually use), and provider-agnostic where it makes sense (LLM routing, multi-provider email, etc.).

Install

pip install sunset-core              # base: auth-less, light footprint
pip install "sunset-core[llm]"       # add the LLM providers
pip install "sunset-core[all]"       # everything

Extras map to service groups: auth, llm, retrieval, gcp, analytics, email, crawl, redis, asr, youtube, observability.

Usage

Services are imported from the sunset.services namespace:

from sunset.services import LLMService, RetrievalService, AuthService

llm = LLMService(...)
response = await llm.chat(model="gemini-2.5-flash", messages=[...])

RetrievalService (RAG)

from sunset.services.retrieval import RetrievalService

svc = RetrievalService(dsn=DATABASE_URL, project=GCP_PROJECT)
await svc.connect()
chunks = await svc.ingest_document("report.pdf", describe_images=True)
results = await svc.query("What is the refund policy?", top_k=5)
await svc.close()

Available services

Service	What it does
AuthService	JWT with refresh rotation, OAuth (Google, Apple, Microsoft)
LLMService	Multi-provider LLM (OpenAI / Gemini), tool use, structured output
RetrievalService	RAG: Docling parsing, chunking, Vertex AI embeddings, pgvector
StorageService	GCS upload, signed URLs, deletion
PubSubService	Google Cloud Pub/Sub messaging
SecretsService	Google Secret Manager
EmailSendService	Transactional email (Resend / SendGrid)
WhatsappService	WhatsApp Cloud API messaging + webhooks
SlackService	Slack OAuth v2 + Web API
AnalyticsService	PostHog event tracking
MonitoringService	Google Cloud Monitoring
CrawlService	Web crawling (Playwright / Firecrawl)
RedisService	Async Redis client
ASRService	Speech-to-text (Deepgram)
init_observability	OpenTelemetry bootstrap: traces + metrics, LLM cost/token metrics

…plus InstagramService, YouTubeService, ShopifyService, GoogleDriveService, HubspotService, SEOService, DuffelService, BookingService, ChatService, MultimodalEmbeddingService.

Each service ships its own integration guide at sunset/services/<name>/README.md.

License

Apache-2.0