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fts5

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Week 5 project: build a hybrid retriever that fuses FAISS dense vectors with SQLite FTS5/BM25 keyword search (RRF/weighted fusion), plus a Supervised Fine-Tuning (SFT) pipeline (Full FT vs LoRA/QLoRA) using TRL/PEFT/DeepSpeed.

  • Updated Sep 14, 2025
  • Python

⬡ TRUSTINT — Trust Intelligence Architecture · provenance-first substrate for trust governance · SQLite (WAL+FTS5) · explicit db_path · idempotent ingest · ADR-driven · collapse-aware · 🥉 v0.1.1

  • Updated Sep 21, 2025
  • Python

PyFTS5 is a lightweight Python library that wraps an in‑memory SQLite database with FTS5 full‑text search capabilities. It provides a simple, Pythonic API to add documents (with optional IDs) and perform various full‑text searches using common operators. The library also leverages SQLite’s built‑in highlighting function to mark matched terms.

  • Updated May 16, 2025
  • Python

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