chore(main): release 0.8.3

.release-please-manifest.json

@@ -1,3 +1,3 @@
 {
-  ".": "0.8.2"
+  ".": "0.8.3"
 }

CHANGELOG.md

@@ -1,5 +1,45 @@
 # Changelog
 
+## [0.8.3](https://github.com/superlinked/sie/compare/v0.8.2...v0.8.3) (2026-09-26)
+
+
+### Features
+
+* **examples:** add a typed-decisions verification example ([#362](https://github.com/superlinked/sie/issues/362)) ([d4e00b3](https://github.com/superlinked/sie/commit/d4e00b3b33701e150d28fe191df4a50d2bc96416))
+* **examples:** add watermark robustness eval (translation vs paraphrase) ([#296](https://github.com/superlinked/sie/issues/296)) ([a7c37ac](https://github.com/superlinked/sie/commit/a7c37ace008d4576a96e2085780441fa48249796))
+* **examples:** refresh typed-decisions evidence on a faster server and add GLiNER2.5-Decide ([#376](https://github.com/superlinked/sie/issues/376)) ([8b4dc45](https://github.com/superlinked/sie/commit/8b4dc459dea70ca9bf9ff2320a459663b88ba2a3))
+* **server:** add GLiFormer multi-task extraction models ([#358](https://github.com/superlinked/sie/issues/358)) ([28a07f5](https://github.com/superlinked/sie/commit/28a07f500490c8bd2653b68f83baf3718cb70b95))
+* **server:** encode GLiClass label groups separately by default ([#364](https://github.com/superlinked/sie/issues/364)) ([71b395f](https://github.com/superlinked/sie/commit/71b395fee4564df7a33fdc47561427c2a5044c4e))
+* **server:** GLiClass task prompts, few-shot examples and label groups, plus instruct, Opir and multilingual models ([#355](https://github.com/superlinked/sie/issues/355)) ([bc1d66e](https://github.com/superlinked/sie/commit/bc1d66ef3df2beb93763a0bf874cd41e0b221d89))
+* **server:** relations from GLiNER relex models, plus GLiNER bi-encoder v2 and PII models ([#356](https://github.com/superlinked/sie/issues/356)) ([5914e91](https://github.com/superlinked/sie/commit/5914e9111443ba84999d559419a3be6fed23d236))
+* **server:** replay GLiClass forwards as CUDA graphs ([#367](https://github.com/superlinked/sie/issues/367)) ([7afc169](https://github.com/superlinked/sie/commit/7afc1691422c386ba276a2277c81675efff34943))
+* **server:** serve GLiNER2.5-Decide typed-decision models ([#368](https://github.com/superlinked/sie/issues/368)) ([2bbbc54](https://github.com/superlinked/sie/commit/2bbbc5400cc3926501fa1a706b12bf578e31c373))
+* **server:** serve Laya typed-decision models through extract ([#353](https://github.com/superlinked/sie/issues/353)) ([5162aa7](https://github.com/superlinked/sie/commit/5162aa7d006e3c5fb0d8f26f967c049bb63ccd79))
+
+
+### Bug Fixes
+
+* **examples:** follow the screenshot-mining and multi-vector page selections ([#349](https://github.com/superlinked/sie/issues/349)) ([72c74bb](https://github.com/superlinked/sie/commit/72c74bb2135b9960cbc2bf20c46c361589484d36))
+* **examples:** score /structured-output's amended run, and drop the last display claim ([#352](https://github.com/superlinked/sie/issues/352)) ([26c81c2](https://github.com/superlinked/sie/commit/26c81c2483dd59a6d91575fb759423a25d7d81f7))
+* **examples:** score the detect and image-classify pages as they now publish ([#350](https://github.com/superlinked/sie/issues/350)) ([e48c1a6](https://github.com/superlinked/sie/commit/e48c1a64b000754d674a9f0d02090f5fece81ff4))
+* **examples:** score the redact composition, and stop both examples describing their pages ([#357](https://github.com/superlinked/sie/issues/357)) ([e9815c3](https://github.com/superlinked/sie/commit/e9815c332f967cbc4b1ef2635ed9bd04024023b3))
+* **examples:** stop chat and caption-vqa describing what their pages display ([#351](https://github.com/superlinked/sie/issues/351)) ([2e3c45e](https://github.com/superlinked/sie/commit/2e3c45ec8cdb7e6e7ea14ca6edc8e6b876ebd381))
+* **examples:** stop guardrails and speech-to-text describing what their pages display ([#354](https://github.com/superlinked/sie/issues/354)) ([79ae97e](https://github.com/superlinked/sie/commit/79ae97ea007ef3bd07c1efdb700edfb5c80ac540))
+* **gliformer:** bound span decoding and keep padding out of it ([#375](https://github.com/superlinked/sie/issues/375)) ([0ee26b0](https://github.com/superlinked/sie/commit/0ee26b0337c82c11a2792607e90c4cf702ca3a39))
+* **knowledge-graph:** narrow two relation schemas and re-pin the evidence ([#348](https://github.com/superlinked/sie/issues/348)) ([72a9924](https://github.com/superlinked/sie/commit/72a9924fb48894b44711ae9a92c9b919d3039273))
+* **mcp:** window GLiNER extract and redact by words so the whole text is read ([#359](https://github.com/superlinked/sie/issues/359)) ([35e711b](https://github.com/superlinked/sie/commit/35e711bf6bde4ff0694b56e58d87b698b93d15ff))
+* **server:** bound subword length of long words in GLiNER adapters ([#380](https://github.com/superlinked/sie/issues/380)) ([894a017](https://github.com/superlinked/sie/commit/894a0175749e4da71c6239dc4ea1c6bbaf8ebfae))
+* **server:** limit the label prompt of GLiNER-family extract requests ([#381](https://github.com/superlinked/sie/issues/381)) ([5aa0287](https://github.com/superlinked/sie/commit/5aa0287c66e4916f0919660eef6348d0bfbc98b6))
+* **server:** reject oversized item text at encode, score, and extract ingress ([#366](https://github.com/superlinked/sie/issues/366)) ([7bd6192](https://github.com/superlinked/sie/commit/7bd61929a0438be8bd785ef161885f54f7169a75))
+* **server:** split GLiNER2 documents in linear time ([#371](https://github.com/superlinked/sie/issues/371)) ([359c4f0](https://github.com/superlinked/sie/commit/359c4f08a9005a7e24dd9b43ee32db7d0c43665c))
+* **sparse:** score the three cards the page shows and the run behind them ([#346](https://github.com/superlinked/sie/issues/346)) ([c93f18a](https://github.com/superlinked/sie/commit/c93f18a089a4f5cac8b0f1ae80d0c559ac3b7622))
+
+
+### Performance Improvements
+
+* **gliformer:** measure each task prompt once and skip the per-request eval() ([#365](https://github.com/superlinked/sie/issues/365)) ([d41ba7f](https://github.com/superlinked/sie/commit/d41ba7fb828cedb6a08f4c4028c6ce621385168f))
+* **models:** load three GLiClass models with bucketed CUDA graphs ([#372](https://github.com/superlinked/sie/issues/372)) ([a3a6429](https://github.com/superlinked/sie/commit/a3a642981dddd3d6e6c1e2a57ca625e58a62538f))
+
 ## [0.8.2](https://github.com/superlinked/sie/compare/v0.8.1...v0.8.2) (2026-09-23)
 
 

deploy/helm/sie-cluster/Chart.yaml

@@ -4,8 +4,8 @@ description: >-
   SIE (Search Inference Engine) Kubernetes deployment with gateway, GPU workers,
   and observability
 type: application
-version: 0.8.2  # x-release-please-version
-appVersion: v0.8.2  # x-release-please-version
+version: 0.8.3  # x-release-please-version
+appVersion: v0.8.3  # x-release-please-version
 keywords:
   - inference
   - embedding

integrations/sie_chroma/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-chroma"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for ChromaDB"
 readme = "README.md"
 requires-python = ">=3.10"

integrations/sie_crewai/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-crewai"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for CrewAI"
 readme = "README.md"
 requires-python = ">=3.10"

integrations/sie_dspy/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-dspy"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for DSPy"
 readme = "README.md"
 requires-python = ">=3.10"

integrations/sie_haystack/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-haystack"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for Haystack"
 readme = "README.md"
 requires-python = ">=3.10"

integrations/sie_lancedb/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-lancedb"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for LanceDB"
 requires-python = ">=3.12"
 dependencies = [

integrations/sie_langchain/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-langchain"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for LangChain"
 requires-python = ">=3.10"
 dependencies = [

integrations/sie_llamaindex/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-llamaindex"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for LlamaIndex"
 requires-python = ">=3.10"
 dependencies = [

integrations/sie_qdrant/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-qdrant"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for Qdrant"
 readme = "README.md"
 requires-python = ">=3.10"

integrations/sie_ts_chroma/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@superlinked/sie-chroma",
-  "version": "0.8.2",
+  "version": "0.8.3",
   "description": "SIE embedding function for ChromaDB",
   "type": "module",
   "main": "./dist/index.cjs",

integrations/sie_ts_lancedb/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@superlinked/sie-lancedb",
-  "version": "0.8.2",
+  "version": "0.8.3",
   "description": "SIE embedding function and reranker for LanceDB",
   "type": "module",
   "main": "./dist/index.cjs",

integrations/sie_ts_langchain/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@superlinked/sie-langchain",
-  "version": "0.8.2",
+  "version": "0.8.3",
   "description": "SIE embeddings integration for LangChain.js",
   "type": "module",
   "main": "./dist/index.cjs",

integrations/sie_ts_llamaindex/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@superlinked/sie-llamaindex",
-  "version": "0.8.2",
+  "version": "0.8.3",
   "description": "SIE embeddings integration for LlamaIndex.TS",
   "type": "module",
   "main": "./dist/index.cjs",

integrations/sie_weaviate/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-weaviate"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE integration for Weaviate"
 readme = "README.md"
 requires-python = ">=3.10"

packages/sie_audio_prep/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "sie-audio-prep"
-version = "0.8.2"
+version = "0.8.3"
 edition = "2021"
 license = "Apache-2.0"
 description = "Bounded, shared audio decoding and resampling for SIE workers."

packages/sie_audio_prep/build_wheel.py

@@ -16,7 +16,7 @@
 from pathlib import Path
 
 MATURIN_VERSION = "1.13.3"
-AUDIO_PREP_VERSION = "0.8.2"  # x-release-please-version
+AUDIO_PREP_VERSION = "0.8.3"  # x-release-please-version
 AUDIO_WHEEL_COMPATIBILITY = "manylinux_2_28"
 AUDIO_WHEEL_FILENAME = f"sie_audio_prep-{AUDIO_PREP_VERSION}-cp312-abi3-{AUDIO_WHEEL_COMPATIBILITY}_x86_64.whl"
 AUDIO_WHEEL_REMOTE = f"/opt/sie/wheels/{AUDIO_WHEEL_FILENAME}"

packages/sie_audio_prep/pyproject.toml

@@ -4,7 +4,7 @@ build-backend = "maturin"
 
 [project]
 name = "sie-audio-prep"
-version = "0.8.2"
+version = "0.8.3"
 description = "Bounded, shared audio decoding and resampling for SIE workers."
 requires-python = ">=3.12,<3.13"
 license = { text = "Apache-2.0" }

packages/sie_config/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-config"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE Config Service - Config control plane for SIE clusters"
 requires-python = ">=3.12,<3.13"
 license = { text = "Apache-2.0" }

packages/sie_gateway/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "sie-gateway"
-version = "0.8.2"
+version = "0.8.3"
 edition = "2021"
 publish = false
 

packages/sie_gateway/openapi.json

@@ -3968,7 +3968,7 @@
       "url": "https://www.apache.org/licenses/LICENSE-2.0.html"
     },
     "title": "SIE Gateway",
-    "version": "0.8.2"
+    "version": "0.8.3"
   },
   "openapi": "3.1.0",
   "paths": {

packages/sie_mcp/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-mcp"
-version = "0.8.2"
+version = "0.8.3"
 description = "SIE MCP edge - hosted MCP server exposing SIE document jobs"
 requires-python = ">=3.12,<3.13"
 license = { text = "Apache-2.0" }

packages/sie_sdk/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-sdk"
-version = "0.8.2"
+version = "0.8.3"
 description = "Search Inference Engine - Python SDK"
 requires-python = ">=3.12"
 license = { text = "Apache-2.0" }

packages/sie_server/openapi.json

@@ -3,7 +3,7 @@
   "info": {
     "title": "SIE Server",
     "description": "Search Inference Engine - GPU inference server for search workloads",
-    "version": "0.8.2"
+    "version": "0.8.3"
   },
   "paths": {
     "/healthz": {

packages/sie_server/pyproject.toml

@@ -1,6 +1,6 @@
 [project]
 name = "sie-server"
-version = "0.8.2"
+version = "0.8.3"
 description = "Search Inference Engine - GPU inference server for search workloads"
 requires-python = ">=3.12,<3.13"
 license = { text = "Apache-2.0" }

packages/sie_server_sidecar/Cargo.toml

@@ -1,6 +1,6 @@
 [package]
 name = "sie-server-sidecar"
-version = "0.8.2"
+version = "0.8.3"
 edition = "2021"
 publish = false
 description = "SIE worker sidecar: NATS JetStream consumer, scheduler, IPC client, and GPU-independent prep for sie-server pods."

packages/sie_ts_sdk/package.json

@@ -1,6 +1,6 @@
 {
   "name": "@superlinked/sie-sdk",
-  "version": "0.8.2",
+  "version": "0.8.3",
   "description": "Official TypeScript SDK for SIE (Search Inference Engine)",
   "type": "module",
   "main": "./dist/index.cjs",

packages/sie_ts_sdk/src/version.ts

@@ -1 +1 @@
-export const SDK_VERSION = "0.8.2"; // x-release-please-version
+export const SDK_VERSION = "0.8.3"; // x-release-please-version