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firefly-operationos

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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 2, 2026
  • Python

firefly-operationOS / flycanon

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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.

spring-boot microservice openapi knowledge-graph openai knowledge-management bm25 ai-agents claude rag vector-search hybrid-search llm pgvector retrieval-augmented-generation agentic-ai pydantic-ai operational-knowledge firefly-framework firefly-operationos
  • Updated May 31, 2026
  • Python

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