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TBD/pages/cookbook/reasoning/overview.mdx:
	- 42:1    Paragraph should end with a period.

TBD/pages/templates/agent-infra-docker/introduction.mdx:
	- 39:1    Paragraph should end with a period.

TBD/pages/templates/agent-infra-railway/introduction.mdx:
	- 40:1    Paragraph should end with a period.

TBD/pages/templates/apps/introduction.mdx:
	- 15:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/auth.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/init.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/patch.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/restart.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/set.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/start.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ag/stop.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/delete.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/down.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/patch.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/restart.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/setup.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/cli/ws/up.mdx:
	- 5:1    Paragraph should end with a period.

TBD/pages/templates/infra-management/ci-cd.mdx:
	- 13:1     Paragraph should end with a period.
	- 44:1     Paragraph should end with a period.
	- 67:1     Paragraph should end with a period.
	- 85:1     Paragraph should end with a period.
	- 172:1    Paragraph should end with a period.

TBD/pages/templates/infra-management/database-tables.mdx:
	- 14:1    Paragraph should end with a period.

TBD/pages/templates/infra-management/domain-https.mdx:
	- 21:1    Paragraph should end with a period.

TBD/pages/templates/infra-management/format-and-validate.mdx:
	- 26:82    Did you really mean 'mypy'?

TBD/pages/templates/resources/aws/introduction.mdx:
	- 25:1    Paragraph should end with a period.

agent-os/mcp/mcp.mdx:
	- 70:1     Paragraph should end with a period.
	- 76:1     Paragraph should end with a period.
	- 82:1     Paragraph should end with a period.
	- 88:1     Paragraph should end with a period.
	- 98:1     Paragraph should end with a period.
	- 107:1    Paragraph should end with a period.
	- 116:1    Paragraph should end with a period.
	- 124:1    Paragraph should end with a period.
	- 132:1    Paragraph should end with a period.
	- 140:1    Paragraph should end with a period.

agent-os/usage/extra-configuration.mdx:
	- 36:11    'knowledge' is repeated!
	- 42:11    'workflow' is repeated!

cookbook/agents/social_media_agent.mdx:
	- 4:1    Paragraph should end with a period.

cookbook/knowledge/chunking.mdx:
	- 43:11    'knowledge' is repeated!

cookbook/knowledge/embedders.mdx:
	- 46:11    'knowledge' is repeated!

cookbook/knowledge/overview.mdx:
	- 50:11    'knowledge' is repeated!
	- 97:11    'knowledge' is repeated!

cookbook/knowledge/readers.mdx:
	- 44:11     'knowledge' is repeated!
	- 81:11     'knowledge' is repeated!
	- 84:1      Paragraph should end with a period.
	- 109:11    'knowledge' is repeated!
	- 112:1     Paragraph should end with a period.
	- 138:11    'knowledge' is repeated!
	- 141:1     Paragraph should end with a period.
	- 175:11    'knowledge' is repeated!
	- 178:1     Paragraph should end with a period.

cookbook/knowledge/vector-databases.mdx:
	- 45:11     'knowledge' is repeated!
	- 80:11     'knowledge' is repeated!
	- 114:11    'knowledge' is repeated!
	- 148:11    'knowledge' is repeated!
	- 181:11    'knowledge' is repeated!

cookbook/tools/mcp.mdx:
	- 161:1    Paragraph should end with a period.

cookbook/workflows/company-description.mdx:
	- 38:1    Paragraph should end with a period.

database/providers/async-mongo/usage/async-mongodb-for-agent.mdx:
	- 34:1    Paragraph should end with a period.

database/providers/async-mongo/usage/async-mongodb-for-workflow.mdx:
	- 34:11    'workflow' is repeated!
	- 38:1     Paragraph should end with a period.

database/providers/async-mysql/usage/async-mysql-for-workflow.mdx:
	- 39:11    'workflow' is repeated!

database/providers/async-postgres/usage/async-postgres-for-workflow.mdx:
	- 36:11    'workflow' is repeated!

database/providers/mongo/usage/mongodb-for-agent.mdx:
	- 31:1    Paragraph should end with a period.

database/providers/mongo/usage/mongodb-for-workflow.mdx:
	- 31:11    'workflow' is repeated!
	- 35:1     Paragraph should end with a period.

database/providers/mysql/usage/mysql-for-agent.mdx:
	- 31:1    Paragraph should end with a period.

database/providers/mysql/usage/mysql-for-workflow.mdx:
	- 33:11    'workflow' is repeated!
	- 37:1     Paragraph should end with a period.

database/providers/postgres/usage/postgres-for-agent.mdx:
	- 33:1    Paragraph should end with a period.

database/providers/postgres/usage/postgres-for-team.mdx:
	- 31:1    Paragraph should end with a period.

database/providers/postgres/usage/postgres-for-workflow.mdx:
	- 34:11    'workflow' is repeated!

database/providers/redis/overview.mdx:
	- 27:1    Paragraph should end with a period.
	- 30:1    Paragraph should end with a period.

database/providers/redis/usage/redis-for-agent.mdx:
	- 28:1    Paragraph should end with a period.

database/providers/redis/usage/redis-for-team.mdx:
	- 23:1    Paragraph should end with a period.
	- 33:1    Paragraph should end with a period.

database/providers/redis/usage/redis-for-workflow.mdx:
	- 29:11    'workflow' is repeated!

database/providers/surrealdb/overview.mdx:
	- 33:1    Paragraph should end with a period.

database/providers/surrealdb/usage/surrealdb-for-workflow.mdx:
	- 25:11    'workflow' is repeated!

database/redis.mdx:
	- 27:1    Paragraph should end with a period.
	- 30:1    Paragraph should end with a period.

database/surreabdb.mdx:
	- 33:1    Paragraph should end with a period.

evals/accuracy/overview.mdx:
	- 177:11    'team' is repeated!

evals/agent-as-judge/overview.mdx:
	- 60:1    Paragraph should end with a period.

evals/performance/overview.mdx:
	- 56:1     Paragraph should end with a period.
	- 131:1    Paragraph should end with a period.
	- 258:1    Paragraph should end with a period.

evals/reliability/overview.mdx:
	- 83:1    Paragraph should end with a period.

first-agent.mdx:
	- 47:1    Paragraph should end with a period.

first-multi-agent-system.mdx:
	- 71:1    Paragraph should end with a period.

infra/overview.mdx:
	- 48:1     Paragraph should end with a period.
	- 72:1     Paragraph should end with a period.
	- 104:1    Paragraph should end with a period.
	- 202:1    Paragraph should end with a period.
	- 322:1    Paragraph should end with a period.

knowledge/agents/overview.mdx:
	- 245:15    'knowledge' is repeated!

knowledge/concepts/embedder/aws-bedrock/overview.mdx:
	- 40:11    'knowledge' is repeated!

knowledge/concepts/embedder/azure-openai/overview.mdx:
	- 34:11    'knowledge' is repeated!

knowledge/concepts/filters/filter-expressions.mdx:
	- 113:11    'knowledge' is repeated!
	- 116:11    'team' is repeated!

knowledge/concepts/overview.mdx:
	- 3:14    'something' is repeated!

knowledge/concepts/search-and-retrieval/agentic-rag.mdx:
	- 65:11    'knowledge' is repeated!

knowledge/concepts/search-and-retrieval/hybrid-search.mdx:
	- 95:11    'knowledge' is repeated!

knowledge/concepts/search-and-retrieval/keyword-search.mdx:
	- 73:11    'knowledge' is repeated!

knowledge/concepts/search-and-retrieval/vector-search.mdx:
	- 75:11    'knowledge' is repeated!

knowledge/vector-stores/azure_cosmos_mongodb/overview.mdx:
	- 22:11    'knowledge' is repeated!

knowledge/vector-stores/cassandra/overview.mdx:
	- 28:11    'knowledge' is repeated!
	- 36:1     Paragraph should end with a period.

knowledge/vector-stores/chroma/overview.mdx:
	- 19:11    'knowledge' is repeated!

knowledge/vector-stores/chroma/usage/chroma-hybrid-search.mdx:
	- 16:1    Paragraph should end with a period.

knowledge/vector-stores/clickhouse/overview.mdx:
	- 28:11    'knowledge' is repeated!
	- 55:1     Paragraph should end with a period.

knowledge/vector-stores/couchbase/overview.mdx:
	- 57:11    'knowledge' is repeated!
	- 97:1     Paragraph should end with a period.

knowledge/vector-stores/lancedb/overview.mdx:
	- 21:11    'knowledge' is repeated!

knowledge/vector-stores/langchain/overview.mdx:
	- 7:1    Avoid using 'TBD'.
	- 7:1    Paragraph should end with a period.

knowledge/vector-stores/lightrag/overview.mdx:
	- 7:1    Avoid using 'TBD'.
	- 7:1    Paragraph should end with a period.

knowledge/vector-stores/llamaindex/overview.mdx:
	- 7:1    Avoid using 'TBD'.
	- 7:1    Paragraph should end with a period.

knowledge/vector-stores/milvus/overview.mdx:
	- 26:11    'knowledge' is repeated!
	- 39:1     Paragraph should end with a period.

knowledge/vector-stores/mongodb/overview.mdx:
	- 9:1      Paragraph should end with a period.
	- 11:1     Paragraph should end with a period.
	- 21:11    'knowledge' is repeated!

knowledge/vector-stores/pgvector/overview.mdx:
	- 26:11    'knowledge' is repeated!

knowledge/vector-stores/pinecone/overview.mdx:
	- 30:11    'knowledge' is repeated!

knowledge/vector-stores/redis/overview.mdx:
	- 32:1     Paragraph should end with a period.
	- 35:11    'knowledge' is repeated!

knowledge/vector-stores/singlestore/overview.mdx:
	- 41:1     Paragraph should end with a period.
	- 44:11    'knowledge' is repeated!

knowledge/vector-stores/surrealdb/overview.mdx:
	- 30:11    'knowledge' is repeated!

knowledge/vector-stores/upstash/overview.mdx:
	- 7:1    Avoid using 'TBD'.
	- 7:1    Paragraph should end with a period.

knowledge/vector-stores/weaviate/overview.mdx:
	- 11:1     Paragraph should end with a period.
	- 37:11    'knowledge' is repeated!

models/compatibility.mdx:
	- 71:3    Did you really mean 'Neosantara'?

models/model-as-string.mdx:
	- 21:1    Paragraph should end with a period.

models/providers/cloud/ibm-watsonx/overview.mdx:
	- 17:1    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/basic-stream.mdx:
	- 45:1     Paragraph should end with a period.
	- 48:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/basic.mdx:
	- 43:1     Paragraph should end with a period.
	- 46:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/image-input-bytes.mdx:
	- 63:1     Paragraph should end with a period.
	- 66:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/image-input-url.mdx:
	- 52:1     Paragraph should end with a period.
	- 55:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/pdf-input-bytes.mdx:
	- 59:1     Paragraph should end with a period.
	- 62:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/pdf-input-local.mdx:
	- 59:1     Paragraph should end with a period.
	- 62:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/pdf-input-url.mdx:
	- 47:1     Paragraph should end with a period.
	- 50:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/structured-output.mdx:
	- 66:1     Paragraph should end with a period.
	- 69:36    Paragraph should end with a period.

models/providers/cloud/vertexai-claude/usage/tool-use.mdx:
	- 42:1     Paragraph should end with a period.
	- 45:36    Paragraph should end with a period.

models/providers/gateways/cometapi/usage/async-basic-stream.mdx:
	- 35:1     Paragraph should end with a period.
	- 35:36    Paragraph should end with a period.
	- 38:4     Paragraph should end with a period.

models/providers/gateways/cometapi/usage/async-basic.mdx:
	- 35:1     Paragraph should end with a period.
	- 35:36    Paragraph should end with a period.
	- 38:4     Paragraph should end with a period.

models/providers/gateways/cometapi/usage/async-tool-use.mdx:
	- 37:2    Paragraph should end with a period.

models/providers/gateways/cometapi/usage/basic-stream.mdx:
	- 25:1     Paragraph should end with a period.
	- 25:36    Paragraph should end with a period.
	- 28:4     Paragraph should end with a period.

models/providers/gateways/cometapi/usage/basic.mdx:
	- 29:1     Paragraph should end with a period.
	- 29:36    Paragraph should end with a period.
	- 32:4     Paragraph should end with a period.

models/providers/gateways/cometapi/usage/tool-use.mdx:
	- 31:2    Paragraph should end with a period.

models/providers/gateways/litellm-openai/usage/basic-stream.mdx:
	- 17:1    Paragraph should end with a period.

models/providers/gateways/litellm-openai/usage/basic.mdx:
	- 17:1    Paragraph should end with a period.

models/providers/gateways/neosantara/overview.mdx:
	- 4:18     Did you really mean 'Neosantara'?
	- 7:1      Did you really mean 'Neosantara'?
	- 11:72    Did you really mean 'Neosantara'?
	- 52:86    Did you really mean 'Neosantara'?
	- 55:88    Did you really mean 'Neosantara'?

models/providers/gateways/siliconflow/usage/async-basic-stream.mdx:
	- 26:1     Paragraph should end with a period.
	- 26:36    Paragraph should end with a period.
	- 29:4     Paragraph should end with a period.

models/providers/gateways/siliconflow/usage/async-basic.mdx:
	- 26:1     Paragraph should end with a period.
	- 26:36    Paragraph should end with a period.
	- 29:4     Paragraph should end with a period.

models/providers/gateways/siliconflow/usage/async-tool-use.mdx:
	- 32:2    Paragraph should end with a period.

models/providers/gateways/siliconflow/usage/basic-stream.mdx:
	- 30:1     Paragraph should end with a period.
	- 30:36    Paragraph should end with a period.
	- 33:4     Paragraph should end with a period.

models/providers/gateways/siliconflow/usage/basic.mdx:
	- 29:1     Paragraph should end with a period.
	- 29:36    Paragraph should end with a period.
	- 32:4     Paragraph should end with a period.

models/providers/gateways/siliconflow/usage/tool-use.mdx:
	- 30:2    Paragraph should end with a period.

models/providers/local/llama-cpp/overview.mdx:
	- 11:1    Paragraph should end with a period.

models/providers/local/lmstudio/overview.mdx:
	- 7:1     Paragraph should end with a period.
	- 26:1    Paragraph should end with a period.

models/providers/native/anthropic/usage/file-upload.mdx:
	- 72:1    Paragraph should end with a period.

multimodal/agent/usage/audio_generation.mdx:
	- 13:1    Paragraph should end with a period.

multimodal/agent/usage/image-input.mdx:
	- 11:1    Paragraph should end with a period.

other/contribute.mdx:
	- 42:1    Paragraph should end with a period.

other/install.mdx:
	- 42:1    Paragraph should end with a period.
	- 50:1    Paragraph should end with a period.

other/v2-migration.mdx:
	- 122:1    Paragraph should end with a period.
	- 124:1    Paragraph should end with a period.
	- 207:1    Paragraph should end with a period.
	- 209:1    Paragraph should end with a period.

production/aws/ci-cd.mdx:
	- 13:1     Paragraph should end with a period.
	- 44:1     Paragraph should end with a period.
	- 67:1     Paragraph should end with a period.
	- 85:1     Paragraph should end with a period.
	- 172:1    Paragraph should end with a period.

production/aws/database-tables.mdx:
	- 14:1    Paragraph should end with a period.

production/aws/development-app.mdx:
	- 50:1    Paragraph should end with a period.

production/aws/domain-https.mdx:
	- 21:1    Paragraph should end with a period.

production/aws/format-and-validate.mdx:
	- 26:82    Did you really mean 'mypy'?

production/aws/production-app.mdx:
	- 99:1    Paragraph should end with a period.

production/templates/railway.mdx:
	- 41:1    Paragraph should end with a period.

reference/agents/session.mdx:
	- 53:1    Paragraph should end with a period.

reference/agno-infra/cli/ws/delete.mdx:
	- 5:1    Paragraph should end with a period.

reference/agno-infra/cli/ws/down.mdx:
	- 5:1    Paragraph should end with a period.

reference/agno-infra/cli/ws/patch.mdx:
	- 5:1    Paragraph should end with a period.

reference/agno-infra/cli/ws/restart.mdx:
	- 5:1    Paragraph should end with a period.

reference/agno-infra/cli/ws/up.mdx:
	- 5:1    Paragraph should end with a period.

reference/models/together.mdx:
	- 6:39    Did you really mean 'Together's'?

reference/models/xai.mdx:
	- 6:34    Did you really mean 'xAI's'?

reference/teams/session.mdx:
	- 52:1    Paragraph should end with a period.

sessions/session-management.mdx:
	- 83:122     Did you really mean 'UIs'?
	- 132:199    Did you really mean 'get_session_name'?

state/agent/overview.mdx:
	- 8:83    Did you really mean 'todo'?
	- 8:83    Avoid using 'todo'.

state/overview.mdx:
	- 10:75    Did you really mean 'todo'?
	- 10:75    Avoid using 'todo'.

state/team/overview.mdx:
	- 224:11    'team' is repeated!

templates/infra-management/development-app.mdx:
	- 50:1    Paragraph should end with a period.

templates/infra-management/production-app.mdx:
	- 99:1    Paragraph should end with a period.

tools/attaching-tools.mdx:
	- 53:11    'team' is repeated!

tools/team.mdx:
	- 7:1    Avoid using 'TBD'.
	- 7:1    Paragraph should end with a period.

tools/toolkits/database/postgres.mdx:
	- 50:1    Paragraph should end with a period.

tools/toolkits/database/redshift.mdx:
	- 38:1    Paragraph should end with a period.

tools/toolkits/database/zep.mdx:
	- 50:1    Paragraph should end with a period.

tools/toolkits/models/morph.mdx:
	- 3:75    Did you really mean 'Morph's'?

tools/toolkits/others/dalle.mdx:
	- 28:1    Paragraph should end with a period.

tools/toolkits/others/eleven-labs.mdx:
	- 9:1    Paragraph should end with a period.

tools/toolkits/others/mlx-transcribe.mdx:
	- 42:32    'parent' is repeated!

tools/toolkits/others/models-labs.mdx:
	- 28:1    Paragraph should end with a period.

tools/toolkits/others/nano-banana.mdx:
	- 32:1    Paragraph should end with a period.

tools/toolkits/others/replicate.mdx:
	- 28:1    Paragraph should end with a period.

tools/toolkits/social/slack.mdx:
	- 31:1    Paragraph should end with a period.

tools/toolkits/social/webex.mdx:
	- 25:14    Did you really mean 'bot's'?
	- 42:1     Paragraph should end with a period.

tools/toolkits/social/whatsapp.mdx:
	- 10:1    Did you really mean 'you'''ll'?

workflows/usage/router-with-step-choices.mdx:
	- 3:21    Did you really mean 'step_choices'?

workflows/usage/structured-io-at-each-step-level.mdx:
	- 11:1    Paragraph should end with a period.


Found 256 suggested changes across 160 files in 12886.94ms