diff --git a/.pylintrc b/.pylintrc
index 3bb9f57b..5bf401a7 100644
--- a/.pylintrc
+++ b/.pylintrc
@@ -12,6 +12,8 @@ max-locals=40
 max-returns=10
 max-attributes=20
 min-public-methods=0
+max-public-methods=80
 
 [FORMAT]
 max-line-length=150
+max-module-lines=1500
diff --git a/src/python/txtai/ann/dense/pgvector.py b/src/python/txtai/ann/dense/pgvector.py
index 09d4b91b..ba79f142 100644
--- a/src/python/txtai/ann/dense/pgvector.py
+++ b/src/python/txtai/ann/dense/pgvector.py
@@ -24,7 +24,6 @@ from ...util import Library
 np = Library().numpy()
 
 
-# pylint: disable=R0904
 class PGVector(ANN):
     """
     Builds an ANN index backed by a Postgres database.
diff --git a/src/python/txtai/app/base.py b/src/python/txtai/app/base.py
index c65af04a..dc0047e3 100644
--- a/src/python/txtai/app/base.py
+++ b/src/python/txtai/app/base.py
@@ -18,7 +18,6 @@ from ..util import Library
 yaml = Library().yaml()
 
 
-# pylint: disable=R0904
 class Application:
     """
     Builds YAML-configured txtai applications.
diff --git a/src/python/txtai/database/rdbms.py b/src/python/txtai/database/rdbms.py
index 6ff50f74..5752993e 100644
--- a/src/python/txtai/database/rdbms.py
+++ b/src/python/txtai/database/rdbms.py
@@ -9,7 +9,6 @@ from .base import Database
 from .schema import Statement
 
 
-# pylint: disable=R0904
 class RDBMS(Database):
     """
     Base relational database class. A relational database uses SQL to insert, update, delete and select from a
diff --git a/src/python/txtai/embeddings/base.py b/src/python/txtai/embeddings/base.py
index 9a119466..d78fd830 100644
--- a/src/python/txtai/embeddings/base.py
+++ b/src/python/txtai/embeddings/base.py
@@ -18,7 +18,6 @@ from .index import Action, Configuration, Functions, Indexes, IndexIds, Reducer,
 from .search import Explain, Ids, Query, Search, Terms
 
 
-# pylint: disable=C0302,R0904
 class Embeddings:
     """
     Embeddings databases are the engine that delivers semantic search. Data is transformed into embeddings vectors where similar concepts
diff --git a/src/python/txtai/graph/base.py b/src/python/txtai/graph/base.py
index 4a3e3e33..2ffbfd11 100644
--- a/src/python/txtai/graph/base.py
+++ b/src/python/txtai/graph/base.py
@@ -7,7 +7,6 @@ from collections import Counter
 from .topics import Topics
 
 
-# pylint: disable=R0904
 class Graph:
     """
     Base class for Graph instances. This class builds graph networks. Supports topic modeling
diff --git a/src/python/txtai/graph/networkx.py b/src/python/txtai/graph/networkx.py
index d0a81f47..fbaf581d 100644
--- a/src/python/txtai/graph/networkx.py
+++ b/src/python/txtai/graph/networkx.py
@@ -24,7 +24,6 @@ from .base import Graph
 from .query import Query
 
 
-# pylint: disable=R0904
 class NetworkX(Graph):
     """
     Graph instance backed by NetworkX.
diff --git a/test/python/testann/testdense.py b/test/python/testann/testdense.py
index 94cc77c9..32741a26 100644
--- a/test/python/testann/testdense.py
+++ b/test/python/testann/testdense.py
@@ -22,7 +22,6 @@ from txtai.ann.dense.ggml import GGMLTensors
 from txtai.serialize import SerializeFactory
 
 
-# pylint: disable=C0302,R0904
 class TestDense(unittest.TestCase):
     """
     Dense ANN tests.
diff --git a/test/python/testapi/testapiagent.py b/test/python/testapi/testapiagent.py
index 6ea7c46c..ca4fe0d2 100644
--- a/test/python/testapi/testapiagent.py
+++ b/test/python/testapi/testapiagent.py
@@ -27,7 +27,6 @@ llm:
 """
 
 
-# pylint: disable=R0904
 class TestAgent(unittest.TestCase):
     """
     API tests for agents.
diff --git a/test/python/testapi/testapiembeddings.py b/test/python/testapi/testapiembeddings.py
index 41c1eac7..b050eb5c 100644
--- a/test/python/testapi/testapiembeddings.py
+++ b/test/python/testapi/testapiembeddings.py
@@ -147,7 +147,6 @@ reranker:
 """
 
 
-# pylint: disable=R0904
 class TestEmbeddings(unittest.TestCase):
     """
     API tests for embeddings indices.
diff --git a/test/python/testapi/testapipipeline.py b/test/python/testapi/testapipipeline.py
index 8bf3fb24..53c668d8 100644
--- a/test/python/testapi/testapipipeline.py
+++ b/test/python/testapi/testapipipeline.py
@@ -74,7 +74,6 @@ upload:
 """
 
 
-# pylint: disable=R0904
 class TestPipeline(unittest.TestCase):
     """
     API tests for pipelines.
diff --git a/test/python/testapi/testmcp.py b/test/python/testapi/testmcp.py
index cb3e3c65..1b013838 100644
--- a/test/python/testapi/testmcp.py
+++ b/test/python/testapi/testmcp.py
@@ -18,7 +18,6 @@ mcp: True
 """
 
 
-# pylint: disable=R0904
 class TestMCP(unittest.TestCase):
     """
     API tests for model context protocol (MCP)
diff --git a/test/python/testapi/testopenai.py b/test/python/testapi/testopenai.py
index 4f7682e9..fd377fa1 100644
--- a/test/python/testapi/testopenai.py
+++ b/test/python/testapi/testopenai.py
@@ -54,7 +54,6 @@ workflow:
 """
 
 
-# pylint: disable=R0904
 class TestOpenAI(unittest.TestCase):
     """
     Tests for OpenAI-compatible API endpoint for txtai.
diff --git a/test/python/testdatabase/testclient.py b/test/python/testdatabase/testclient.py
index 0d092e5c..f1457881 100644
--- a/test/python/testdatabase/testclient.py
+++ b/test/python/testdatabase/testclient.py
@@ -11,7 +11,6 @@ from txtai.embeddings import Embeddings
 from .testrdbms import Common
 
 
-# pylint: disable=R0904
 class TestClient(Common.TestRDBMS):
     """
     Embeddings with content stored in a client RDBMS.
diff --git a/test/python/testdatabase/testduckdb.py b/test/python/testdatabase/testduckdb.py
index 59a92d06..677c2eb9 100644
--- a/test/python/testdatabase/testduckdb.py
+++ b/test/python/testdatabase/testduckdb.py
@@ -10,7 +10,6 @@ from txtai.embeddings import Embeddings
 from .testrdbms import Common
 
 
-# pylint: disable=R0904
 class TestDuckDB(Common.TestRDBMS):
     """
     Embeddings with content stored in DuckDB.
diff --git a/test/python/testdatabase/testrdbms.py b/test/python/testdatabase/testrdbms.py
index 3e46b992..568949b5 100644
--- a/test/python/testdatabase/testrdbms.py
+++ b/test/python/testdatabase/testrdbms.py
@@ -19,7 +19,6 @@ class Common:
     Wraps common file database tests to prevent unit test discovery for this class.
     """
 
-    # pylint: disable=R0904
     class TestRDBMS(unittest.TestCase):
         """
         Embeddings with content stored in a file database tests.
diff --git a/test/python/testdatabase/testsql.py b/test/python/testdatabase/testsql.py
index 5ba63b78..a8bcf4d8 100644
--- a/test/python/testdatabase/testsql.py
+++ b/test/python/testdatabase/testsql.py
@@ -8,7 +8,6 @@ from txtai.database import DatabaseFactory, SQL, SQLError
 from txtai.database.sql import Aggregate
 
 
-# pylint: disable=R0904
 class TestSQL(unittest.TestCase):
     """
     Test SQL parsing and generation.
diff --git a/test/python/testdatabase/testsqlite.py b/test/python/testdatabase/testsqlite.py
index 732a6ef8..9f56c764 100644
--- a/test/python/testdatabase/testsqlite.py
+++ b/test/python/testdatabase/testsqlite.py
@@ -7,7 +7,6 @@ from txtai.embeddings import Embeddings
 from .testrdbms import Common
 
 
-# pylint: disable=R0904
 class TestSQLite(Common.TestRDBMS):
     """
     Embeddings with content stored in SQLite tests.
diff --git a/test/python/testembeddings.py b/test/python/testembeddings.py
index 682deb18..0092c96b 100644
--- a/test/python/testembeddings.py
+++ b/test/python/testembeddings.py
@@ -15,7 +15,6 @@ from txtai.embeddings import Embeddings, Reducer
 from txtai.serialize import SerializeFactory
 
 
-# pylint: disable=R0904
 class TestEmbeddings(unittest.TestCase):
     """
     Embeddings tests.
diff --git a/test/python/testgraph.py b/test/python/testgraph.py
index d4613198..b43afe3a 100644
--- a/test/python/testgraph.py
+++ b/test/python/testgraph.py
@@ -16,7 +16,6 @@ from txtai.graph.topics import Topics
 from txtai.serialize import SerializeFactory
 
 
-# pylint: disable=R0904
 class TestGraph(unittest.TestCase):
     """
     Graph tests.
diff --git a/test/python/testmodels/testpooling.py b/test/python/testmodels/testpooling.py
index 372fccc1..8e491f40 100644
--- a/test/python/testmodels/testpooling.py
+++ b/test/python/testmodels/testpooling.py
@@ -18,7 +18,6 @@ from txtai.models.pooling.lemur import Activation
 from txtai.pipeline import LemurTrainer
 
 
-# pylint: disable=R0904
 class TestPooling(unittest.TestCase):
     """
     Pooling tests.
diff --git a/test/python/testscoring/testkeyword.py b/test/python/testscoring/testkeyword.py
index d261399d..e48b9bf5 100644
--- a/test/python/testscoring/testkeyword.py
+++ b/test/python/testscoring/testkeyword.py
@@ -11,7 +11,6 @@ from unittest.mock import patch
 from txtai.scoring import Normalize, ScoringFactory, Scoring
 
 
-# pylint: disable=R0904
 class TestKeyword(unittest.TestCase):
     """
     Sparse keyword scoring tests.
diff --git a/test/python/testscoring/testsparse.py b/test/python/testscoring/testsparse.py
index 9d54613e..1acb9a3d 100644
--- a/test/python/testscoring/testsparse.py
+++ b/test/python/testscoring/testsparse.py
@@ -12,7 +12,6 @@ from unittest.mock import patch
 from txtai.scoring import ScoringFactory
 
 
-# pylint: disable=R0904
 class TestSparse(unittest.TestCase):
     """
     Sparse vector scoring tests.
diff --git a/test/python/testworkflow.py b/test/python/testworkflow.py
index 10bf1a94..b240371c 100644
--- a/test/python/testworkflow.py
+++ b/test/python/testworkflow.py
@@ -38,7 +38,6 @@ from txtai.workflow import (
 from utils import Utils
 
 
-# pylint: disable=R0904
 class TestWorkflow(unittest.TestCase):
     """
     Workflow tests.