summa 0.8.3

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Fast full-text search server written in Rust with CLI and client library in Python. Index documents and do search queries through Python client, CLI and/or GRPC API

Documentation: and


  • Indexing documents directly through GRPC API or Kafka
  • Fine CLI and asynchronous client library aiosumma written in Python
  • Simple GRPC API for managing multiple indices and for search
  • Extendable query parsing. Add synonyms and build query context with Python library
  • Fast document ranking with custom and/or user-defined scoring functions
  • Tracing with OpenTelemetry and exposing metrics in Prometheus format
  • Reflection API for deep insights about text data

Getting started