From a712b1e57e473b71cfbcc3ef6a1fed95d5e85e7c Mon Sep 17 00:00:00 2001
From: "github-actions[bot]"
 <41898282+github-actions[bot]@users.noreply.github.com>
Date: Wed, 15 Jul 2026 15:53:40 +0000
Subject: [PATCH] release: 2.0.0

---
 .release-please-manifest.json |  2 +-
 CHANGELOG.md                  | 25 +++++++++++++++++++++++++
 2 files changed, 26 insertions(+), 1 deletion(-)

diff --git a/.release-please-manifest.json b/.release-please-manifest.json
index bcd0522..895bf0e 100644
--- a/.release-please-manifest.json
+++ b/.release-please-manifest.json
@@ -1,3 +1,3 @@
 {
-  ".": "0.6.0"
+  ".": "2.0.0"
 }
diff --git a/CHANGELOG.md b/CHANGELOG.md
index ebac3bd..1c89f4e 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,30 @@
 # Changelog
 
+## [2.0.0](https://github.com/Ontos-AI/knowhere-python-sdk/compare/v0.6.0...v2.0.0) (2026-07-15)
+
+
+### Features
+
+* add llm_config.models per-channel model map ([756a737](https://github.com/Ontos-AI/knowhere-python-sdk/commit/756a7375ad85169a5e9fa16539419682529b7c61))
+* add llm_config.provider multimodal shorthand ([49b67cb](https://github.com/Ontos-AI/knowhere-python-sdk/commit/49b67cbaec7e4f32f10433ded34c2cd7c8c311e1))
+* support llm_config BYOK on jobs and retrieval ([51adb5a](https://github.com/Ontos-AI/knowhere-python-sdk/commit/51adb5a7802832d727a42a60ce344b17907ccaba))
+* support llm_config BYOK on jobs and retrieval ([fba428f](https://github.com/Ontos-AI/knowhere-python-sdk/commit/fba428fc78c7b0f2c0b39dbd1b9acf47b0fa810f))
+
+
+### Bug Fixes
+
+* keep python release on release-please path ([a5da15c](https://github.com/Ontos-AI/knowhere-python-sdk/commit/a5da15c4d2402ea1f8c74222e9c84b7e56542d27))
+
+
+### Documentation
+
+* clarify llm_config partial per-channel override ([cbef45d](https://github.com/Ontos-AI/knowhere-python-sdk/commit/cbef45d44cf4cdb23b493f90012e18d8dc7aff36))
+
+
+### Refactors
+
+* flatten llm_config to OpenAI-style root fields ([2c65f2f](https://github.com/Ontos-AI/knowhere-python-sdk/commit/2c65f2f125ce8284f7707cba1f36d84ed76c3a17))
+
 ## [0.6.0](https://github.com/Ontos-AI/knowhere-python-sdk/compare/v0.5.1...v0.6.0) (2026-06-30)