chore: release 1.1.0

Author: bozbuilds

CHANGELOG.md

@@ -1,5 +1,15 @@
 # Changelog
 
+## 1.1.0
+
+**Search, vectors, and packaging**
+
+- **Schema v9 (migrates from v8):** int8 quantization replaced by **QJL 1-bit** auxiliary vectors in `vec_entries_qjl`, dual-written with float32 `vec_entries` for coarse Hamming search plus float re-ranking.
+- **Recall / vector search:** FTS5 **pre-filter** path with configurable `fts_prefilter_threshold`; when the candidate set is large enough, cosine re-ranking runs in Python over FTS hits (workaround for sqlite-vec `MATCH` + `IN` limits). **QJL two-pass** recall for large stores (coarse QJL KNN, then float re-rank).
+- **GPU (optional):** `[project.optional-dependencies] gpu` — CUDA 12 pip wheels for ONNX Runtime GPU; README documents `onnxruntime` vs `onnxruntime-gpu` and `AINGRAM_ONNX_PROVIDER`.
+- **CLI telemetry (opt-out):** anonymous usage events (command name + version + install id); disable via `--no-telemetry`, `AINGRAM_TELEMETRY_ENABLED=false`, or `telemetry_enabled` in `~/.aingram/config.toml`. See README for details.
+- **Docs:** `AGENTS.md` (coding-agent reference), `llms.txt` (consumer API summary); README updates for benchmarks and installation notes.
+
 ## 1.0.0
 
 **AIngram Lite** — first public release under Apache-2.0.