Official Python implementation of the Firefly Framework — async-first, type-checked microservice framework with DI, hexagonal architecture, distributed transactions (Saga/Workflow/TCC), event sourcing, IDP, ECM, notifications, and 38 fully-implemented modules

Tabular Intelligence — multi-tenant Text-to-SQL over user-uploaded structured files (CSV/XLSX/JSON/Parquet/Avro/...). Materialises uploads to Parquet on object storage, queried by DuckDB through a multi-agent pipeline (Grounding → Generation → Critic → Explainer). Part of Firefly OperationOS.

Reactive Java integration layer between Firefly Framework services and fireflyframework-agentic, the Python GenAI metaframework.

Operational Knowledge Repository -- versioned, provenance-tracked canonical knowledge with hybrid retrieval (BM25 + vector + RRF + rerank), grounded RAG with citations, knowledge graph, multi-turn conversations, async ingest, PII guardrail and a billing + corpus snapshot. Part of Firefly OperationOS.

Adobe Sign eSignature adapter for Firefly Framework ECM on Spring Boot — reactive SignatureEnvelopePort provider

Firefly Framework — reactive method security: @EnableReactiveMethodSecurity + the @secure interceptor backed by the core authorization evaluator

Microsoft Entra ID & Azure AD B2C identity-provider adapter for the Firefly Framework IDP abstraction (Spring Boot)

Starter for core/infrastructure-layer microservices — WebClient, service discovery, messaging bridges, actuator, resilience patterns

Firefly Framework — security test fixtures: principal factories and a configurable fake PolicyDecisionPort

Financial and domain-specific Bean Validation constraints for Spring Boot — IBAN, BIC, credit card, currency, tax/national ID, amount, phone & password validators

PostgreSQL/R2DBC cache provider adapter for the Firefly Framework reactive cache abstraction for Spring Boot

Firefly Framework — optional servlet OAuth2/OIDC Authorization Server (Spring Authorization Server) with JWKS from KeyManagementPort

Starter for application-layer microservices — business process orchestration, context management, security, authorization, plugins

AWS Cognito identity-provider adapter for Spring Boot — backs the Firefly Framework reactive IDP abstraction with Cognito User Pools

Amazon S3 storage adapter for the Firefly Framework ECM abstraction — reactive document content storage, streaming, checksums & pre-signed URLs

Resend email transport adapter for the Firefly Framework notifications abstraction (reactive, Spring Boot auto-configured)

Logalty eSignature provider adapter for the Firefly Framework ECM abstraction — eIDAS-compliant simple/advanced/qualified signatures

Reactive notifications core for Spring Boot — email, SMS & push ports with pluggable SendGrid, Resend, Twilio & Firebase adapters

Parent POM for the Firefly Framework — dependency, plugin & build management for Spring Boot 3.x reactive microservices

Unified reactive service client for Spring Boot — one fluent, resilient API over REST, SOAP, gRPC, GraphQL & WebSocket