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pyfly

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fireflyframework / fireflyframework-pyfly

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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

python webhooks microservices framework cqrs workflow-engine dependency-injection event-sourcing orchestration asyncio ecm tcc identity-provider saga hexagonal-architecture event-driven-architecture ports-and-adapters firefly-framework pyfly spring-boot-equivalent
  • Updated May 31, 2026
  • Python

firefly-operationOS / flyquery

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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.

python multi-agent openai parquet data-ingestion ai-agents claude text-to-sql nl2sql fastapi semantic-layer duckdb data-lakehouse pgvector agentic-ai pydantic-ai metricflow firefly-framework pyfly firefly-operationos
  • Updated Jun 1, 2026
  • Python

firefly-operationOS / flydocs

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Pure-multimodal IDP service — extract structured fields with bounding boxes from PDFs, images, Office docs and archives, then validate, authenticity-check, judge, and evaluate business rules. Sync + EDA async APIs on Python 3.13 over fireflyframework-pyfly and -agentic.

python ocr cqrs microservice async openai event-driven bounding-boxes idp kyc document-extraction fastapi pdf-extraction document-ai intelligent-document-processing anthropic-claude multimodal-llm pydantic-ai firefly-framework pyfly
  • Updated May 31, 2026
  • Python

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