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feat(seo): expand PyPI search classifiers, keywords, and document off… - #2

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Vishnu-2345:fix-seo-keywords
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Vishnu-2345:fix-seo-keywords

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@Vishnu-2345 Vishnu-2345 commented Oct 16, 2026 •

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…line benchmark comparison

?? Summary of Changes


?? Subsystems Affected

  • localrag.indexer (Document harvesting, boundary chunking)
  • localrag.storage (SQLite schemas, FTS5 BM25, vector BLOBs)
  • localrag.retrieval (Dense cosine similarity, Reciprocal Rank Fusion)
  • localrag.providers (Ollama, OpenAI, feature hasher embeddings)
  • localrag.server / Web UI (FastAPI, SSE streaming, citation drawer)
  • localrag.cli (Rich terminal interface, query commands)
  • Documentation / Tests

?? Type of Change

  • ?? Bug Fix (non-breaking fix)
  • ? New Feature (new file parser, embedding provider, UI component)
  • ? Performance Improvement (SIMD vector operations, batching)
  • ??? Security / Privacy Hardening
  • ?? Tests Added / Updated
  • ?? Documentation Update

?? Verification & Air-Gapped Checklist

  • Tests Passing: Ran pytest tests/ locally and all tests passed.
  • Zero Telemetry: Confirmed that no external tracking or outbound cloud requests are introduced.
  • SQL Parameterization: All SQLite and FTS5 queries use parameterized inputs (?).
  • Code Formatting: Passes formatting with ruff check . / black --check ..
  • Documentation: Updated CLI usage and function docstrings where applicable.

?? Demonstration / Terminal Output (if applicable)

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