diff --git a/reference/python/docs/langchain_model_profiles/index.md b/reference/python/docs/langchain_model_profiles/index.md
new file mode 100644
index 0000000000..f716a2c0ff
--- /dev/null
+++ b/reference/python/docs/langchain_model_profiles/index.md
@@ -0,0 +1,17 @@
+---
+title: Model profiles
+---
+
+# :simple-wikidata:{ .lg .middle } `langchain-model-profiles`
+
+[](https://pypi.org/project/langchain-model-profiles/#history)
+[](https://opensource.org/licenses/MIT)
+[](https://pypistats.org/packages/langchain-model-profiles)
+
+Reference documentation for the [`langchain-model-profiles`](https://pypi.org/project/langchain-model-profiles/) package.
+
+!!! danger "Beta package"
+
+ This package is currently in development and the API is subject to change.
+
+::: langchain_model_profiles
diff --git a/reference/python/docs/langsmith/index.md b/reference/python/docs/langsmith/index.md
index 0be816ca59..5c8008cc92 100644
--- a/reference/python/docs/langsmith/index.md
+++ b/reference/python/docs/langsmith/index.md
@@ -10,25 +10,25 @@ Welcome to the LangSmith reference documentation!
-- __Observability & Evaluation__
+- :material-eye-outline:{ .lg .middle } __Observability & Evaluation__
---
[:octicons-arrow-right-24: Reference](./observability/sdk/index.md)
-- __Deployment__
+- :material-upload:{ .lg .middle } __Deployment__
---
[:octicons-arrow-right-24: Reference](./deployment/sdk.md)
-- __Remote Graph__
+- :material-router-wireless:{ .lg .middle } __Remote Graph__
---
[:octicons-arrow-right-24: Reference](./deployment/remote_graph.md)
-- __LangSmith REST API__
+- :material-api:{ .lg .middle } __LangSmith REST API__
---
diff --git a/reference/python/mkdocs.yml b/reference/python/mkdocs.yml
index 615a9c55e2..c0ff7c6b72 100644
--- a/reference/python/mkdocs.yml
+++ b/reference/python/mkdocs.yml
@@ -376,6 +376,8 @@ nav:
- Overview: langchain_text_splitters/index.md
- langchain-mcp-adapters:
- Overview: langchain_mcp_adapters/index.md
+ - langchain-model-profiles:
+ - Overview: langchain_model_profiles/index.md
- langchain-tests:
- langchain_tests/index.md
- Unit tests:
diff --git a/reference/python/pyproject.dev.toml b/reference/python/pyproject.dev.toml
index 2711ce1c2c..32f94e59c9 100644
--- a/reference/python/pyproject.dev.toml
+++ b/reference/python/pyproject.dev.toml
@@ -33,6 +33,7 @@ dependencies = [
"langchain",
"langchain-classic",
"langchain-tests",
+ "langchain-model-profiles",
"langchain-text-splitters",
"langchain-anthropic",
"langchain-chroma",
@@ -128,6 +129,7 @@ langchain-core = { path = "../../../langchain/libs/core", editable = true }
langchain = { path = "../../../langchain/libs/langchain_v1", editable = true }
langchain-classic = { path = "../../../langchain/libs/langchain", editable = true }
langchain-tests = { path = "../../../langchain/libs/standard-tests", editable = true }
+langchain-model-profiles = { path = "../../../langchain/libs/model-profiles", editable = true }
langchain-text-splitters = { path = "../../../langchain/libs/text-splitters", editable = true }
### Partners
diff --git a/reference/python/pyproject.prod.toml b/reference/python/pyproject.prod.toml
index ca9071700d..5a2455f46c 100644
--- a/reference/python/pyproject.prod.toml
+++ b/reference/python/pyproject.prod.toml
@@ -33,6 +33,7 @@ dependencies = [
"langchain",
"langchain-classic",
"langchain-tests",
+ "langchain-model-profiles",
"langchain-text-splitters",
"langchain-anthropic",
"langchain-chroma",
@@ -114,6 +115,7 @@ langchain-core = { git = "https://github.com/langchain-ai/langchain.git", subdir
langchain = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/langchain_v1" }
langchain-classic = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/langchain" }
langchain-tests = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/standard-tests" }
+langchain-model-profiles = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/model-profiles" }
langchain-text-splitters = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/text-splitters" }
### Partners
diff --git a/reference/python/pyproject.toml b/reference/python/pyproject.toml
index ca9071700d..5a2455f46c 100644
--- a/reference/python/pyproject.toml
+++ b/reference/python/pyproject.toml
@@ -33,6 +33,7 @@ dependencies = [
"langchain",
"langchain-classic",
"langchain-tests",
+ "langchain-model-profiles",
"langchain-text-splitters",
"langchain-anthropic",
"langchain-chroma",
@@ -114,6 +115,7 @@ langchain-core = { git = "https://github.com/langchain-ai/langchain.git", subdir
langchain = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/langchain_v1" }
langchain-classic = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/langchain" }
langchain-tests = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/standard-tests" }
+langchain-model-profiles = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/model-profiles" }
langchain-text-splitters = { git = "https://github.com/langchain-ai/langchain.git", subdirectory = "libs/text-splitters" }
### Partners
diff --git a/reference/python/uv.lock b/reference/python/uv.lock
index 4abb2ef7cd..0269846189 100644
--- a/reference/python/uv.lock
+++ b/reference/python/uv.lock
@@ -2276,6 +2276,14 @@ dependencies = [
{ name = "tokenizers" },
]
+[[package]]
+name = "langchain-model-profiles"
+version = "0.0.3"
+source = { git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fmodel-profiles#c6547f58b78a813afd472bf67b740fa9c82cd880" }
+dependencies = [
+ { name = "typing-extensions" },
+]
+
[[package]]
name = "langchain-neo4j"
version = "0.6.0"
@@ -2376,6 +2384,7 @@ dependencies = [
{ name = "langchain-mcp-adapters" },
{ name = "langchain-milvus" },
{ name = "langchain-mistralai" },
+ { name = "langchain-model-profiles" },
{ name = "langchain-neo4j" },
{ name = "langchain-nomic" },
{ name = "langchain-ollama" },
@@ -2440,6 +2449,7 @@ requires-dist = [
{ name = "langchain-mcp-adapters", git = "https://github.com/langchain-ai/langchain-mcp-adapters.git" },
{ name = "langchain-milvus", git = "https://github.com/langchain-ai/langchain-milvus.git?subdirectory=libs%2Fmilvus" },
{ name = "langchain-mistralai", git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fmistralai" },
+ { name = "langchain-model-profiles", git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fmodel-profiles" },
{ name = "langchain-neo4j", git = "https://github.com/langchain-ai/langchain-neo4j.git?subdirectory=libs%2Fneo4j" },
{ name = "langchain-nomic", git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Fnomic" },
{ name = "langchain-ollama", git = "https://github.com/langchain-ai/langchain.git?subdirectory=libs%2Fpartners%2Follama" },
@@ -2477,8 +2487,8 @@ requires-dist = [
[[package]]
name = "langchain-tavily"
-version = "0.2.12"
-source = { git = "https://github.com/tavily-ai/langchain-tavily.git#c2508933a7a9c9d25924dfefb49eeff6e0dd64be" }
+version = "0.2.13"
+source = { git = "https://github.com/tavily-ai/langchain-tavily.git#990ff96a445aba8e28e510a21c057e91d09b81e3" }
dependencies = [
{ name = "aiohttp" },
{ name = "langchain" },