diff --git a/pyproject.toml b/pyproject.toml
index eebbcff..5f69750 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -49,7 +49,7 @@ dependencies = [
 [project.optional-dependencies]
 # LLM providers
 anthropic = ["anthropic>=0.40,<1"]
-cohere = ["cohere>=6,<7"]
+cohere = ["cohere>=7,<8"]
 google = ["google-genai>=1,<2"]
 instructor = ["instructor>=1,<2"]
 ollama = ["ollama>=0.3,<1"]
diff --git a/uv.lock b/uv.lock
index 0190b21..f1abdce 100644
--- a/uv.lock
+++ b/uv.lock
@@ -579,7 +579,7 @@ requires-dist = [
     { name = "cbrkit", extras = ["cli"], marker = "extra == 'api'" },
     { name = "chonkie", marker = "extra == 'chunking'", specifier = ">=1,<2" },
     { name = "chromadb", marker = "extra == 'chromadb'", specifier = ">=1,<2" },
-    { name = "cohere", marker = "extra == 'cohere'", specifier = ">=6,<7" },
+    { name = "cohere", marker = "extra == 'cohere'", specifier = ">=7,<8" },
     { name = "fastapi", marker = "extra == 'api'", specifier = ">=0.100,<1" },
     { name = "fastmcp", marker = "extra == 'api'", specifier = ">=3,<4" },
     { name = "frozendict", specifier = ">=2,<3" },
@@ -848,7 +848,7 @@ wheels = [
 
 [[package]]
 name = "cohere"
-version = "6.1.0"
+version = "7.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "fastavro" },
@@ -860,9 +860,9 @@ dependencies = [
     { name = "types-requests" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/d0/67/7aff8a870889ee931aa19e1deb138691e3cc909ee61e1daea86f3475a818/cohere-6.1.0.tar.gz", hash = "sha256:6a52bb459b71b5e79735412ee1a8e87028c5b3afba050c39815fe03c083249b3", size = 207302, upload-time = "2026-04-10T19:44:43.103Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/e6/90/0e4f7591dce5743690f4b7656e7aeadd713691ebaae77a08542481e325aa/cohere-7.0.0.tar.gz", hash = "sha256:88ca34c91e634a64227f3eaa599d1af364b9d7bbc9336af93473fdced355617d", size = 208566, upload-time = "2026-05-22T18:48:47.982Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/9e/b4/00c2f9f8387a2e77faf8410210466c46d55dd30a0388de41c54441b148fb/cohere-6.1.0-py3-none-any.whl", hash = "sha256:ad286b3af2583c75ba93624e6f680603d3578a3d73704f997430260b87537ac7", size = 350543, upload-time = "2026-04-10T19:44:41.805Z" },
+    { url = "https://files.pythonhosted.org/packages/d8/b6/ff393408f64091d07ce64a8baeb70aee8640225997e7f5b123fcb19de909/cohere-7.0.0-py3-none-any.whl", hash = "sha256:de565f04f805b909bd1040b70fad916dc7699c977c2f532289097bf3491d6cc3", size = 351770, upload-time = "2026-05-22T18:48:46.409Z" },
 ]
 
 [[package]]
@@ -1364,6 +1364,7 @@ wheels = [
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     { url = "https://files.pythonhosted.org/packages/17/07/4bad2e96c4c6bae40253be2573cc09c1e5b9ccf821e1ff74e0d33b64bf90/fastavro-1.12.2-cp314-cp314-win_amd64.whl", hash = "sha256:a475418f71c5aed69899813ecccf392429c08c3a63df3030129db71760b0db8f", size = 450903, upload-time = "2026-04-24T14:37:23.059Z" },
     { url = "https://files.pythonhosted.org/packages/5b/b7/180f67ba9a46ba23a1ff6432f48d3087d4f2048579ecc262b00426cb1c63/fastavro-1.12.2-cp314-cp314-win_arm64.whl", hash = "sha256:daec9f9655a1d4636613c47d6d3343f6e039150d66cdce62543e20ca36612a8a", size = 391076, upload-time = "2026-04-24T14:37:24.756Z" },
+    { url = "https://files.pythonhosted.org/packages/dd/8f/18f60329b627d2118a4a2b19e8741fbd807d60bf0470554e1bbfb7f1bca3/fastavro-1.12.2-cp314-cp314t-macosx_10_15_universal2.whl", hash = "sha256:57594b72cf663bbd0f3ad8a319a999fc3d7c71065a6799b2c1d1a6a137894c5b", size = 1055430, upload-time = "2026-05-09T21:53:14.364Z" },
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