cleaning up some slop

Author: johnnygreco

packages/data-designer-config/README.md

@@ -1,6 +1,6 @@
 # data-designer-config
 
-Configuration layer for NVIDIA DataDesigner synthetic data generation framework.
+Configuration layer for NeMo Data Designer synthetic data generation framework.
 
 This package provides the configuration API for defining synthetic data generation pipelines. It's a lightweight dependency that can be used standalone for configuration management.
 
@@ -10,55 +10,39 @@ This package provides the configuration API for defining synthetic data generati
 pip install data-designer-config
 ```
 
-## Features
-
-- Configuration builder API (`DataDesignerConfigBuilder`)
-- Column configuration types (Sampler, LLM, Expression, Validation, etc.)
-- Model configurations with inference parameters
-- Seed dataset configuration
-- Constraint system for data generation
-- Plugin system for extensibility
-
 ## Usage
 
 ```python
-from data_designer.config import DataDesignerConfigBuilder, ModelConfig
+import data_designer.config as dd
 
-# Create configuration builder
-builder = DataDesignerConfigBuilder(
+# Initialize config builder with model config(s)
+config_builder = dd.DataDesignerConfigBuilder(
     model_configs=[
-        ModelConfig(
+        dd.ModelConfig(
             alias="my-model",
             model="meta/llama-3-70b-instruct",
-            inference_parameters={"temperature": 0.7}
-        )
+            inference_parameters={"temperature": 0.7},
+        ),
     ]
 )
 
 # Add columns
-builder.add_column(
-    name="user_id",
-    sampler_type="uuid",
-    column_type="sampler"
+config_builder.add_column(
+    dd.SamplerColumnConfig(
+        name="user_id",
+        sampler_type=dd.SamplerType.UUID,
+    )
 )
-
-builder.add_column(
-    name="description",
-    column_type="llm-text",
-    prompt="Write a product description",
-    model_alias="my-model"
+config_builder.add_column(
+    dd.LLMTextColumnConfig(
+        name="description",
+        prompt="Write a product description",
+        model_alias="my-model",
+    )
 )
 
 # Build configuration
-config = builder.build()
+config = config_builder.build()
 ```
 
-## Documentation
-
-- [Full Documentation](https://nvidia.github.io/DataDesigner/)
-- [Configuration Guide](https://nvidia.github.io/DataDesigner/configuration/)
-- [API Reference](https://nvidia.github.io/DataDesigner/api/config/)
-
-## License
-
-Apache-2.0 - Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES
+See main [README.md](../../README.md) for more information.

packages/data-designer-engine/README.md

@@ -1,8 +1,8 @@
 # data-designer-engine
 
-Generation engine for NVIDIA DataDesigner synthetic data generation framework.
+Generation engine for NeMo Data Designer synthetic data generation framework.
 
-This package contains the execution engine that powers DataDesigner. It depends on `data-designer-config` and includes heavy dependencies like pandas, numpy, and LLM integration via litellm.
+This package contains the execution engine that powers Data Designer. It depends on `data-designer-config` and includes heavy dependencies like pandas, numpy, and LLM integration via litellm.
 
 ## Installation
 
@@ -12,39 +12,4 @@ pip install data-designer-engine
 
 This automatically installs `data-designer-config` as a dependency.
 
-## Features
-
-- DAG-based dataset generation orchestration
-- LLM integration via LiteLLM (supports 100+ providers)
-- Sophisticated sampling generators (Person, Entity, etc.)
-- Column validators (Python, SQL, Code, Remote)
-- Dataset profiling and analysis
-- Artifact storage and management
-
-## Usage
-
-```python
-from data_designer.config import DataDesignerConfig
-from data_designer.engine import compile_data_designer_config
-from data_designer.engine.dataset_builders import ColumnWiseDatasetBuilder
-
-# Assuming you have a config from data-designer-config
-config = DataDesignerConfig(...)
-
-# Compile configuration
-compiled_config = compile_data_designer_config(config)
-
-# Create builder and generate data
-builder = ColumnWiseDatasetBuilder(compiled_config, resource_provider)
-result = builder.build(num_records=100)
-```
-
-## Documentation
-
-- [Full Documentation](https://nvidia.github.io/DataDesigner/)
-- [Engine Architecture](https://nvidia.github.io/DataDesigner/architecture/)
-- [API Reference](https://nvidia.github.io/DataDesigner/api/engine/)
-
-## License
-
-Apache-2.0 - Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES
+See main [README.md](../../README.md) for more information.

packages/data-designer/README.md

@@ -1,8 +1,8 @@
 # data-designer
 
-Complete NVIDIA DataDesigner framework for synthetic data generation.
+Complete NeMo Data Designer framework for synthetic data generation.
 
-This is the full installation including the CLI, interface layer, and all dependencies. For lightweight installations, consider `data-designer-config` (config only) or `data-designer-engine` (config + engine).
+This is the full installation including the CLI, interface layer, and all dependencies.
 
 ## Installation
 
@@ -15,57 +15,4 @@ This installs all three packages:
 - `data-designer-engine` - Generation engine
 - `data-designer` - CLI and interface
 
-## Quick Start
-
-```python
-from data_designer import DataDesigner
-
-# Initialize
-dd = DataDesigner()
-
-# Create configuration
-builder = dd.create_config_builder(
-    model_configs=[
-        dd.create_model_config(
-            alias="nvidia-text",
-            model="meta/llama-3-70b-instruct"
-        )
-    ]
-)
-
-# Configure data generation
-builder.add_column(name="id", sampler_type="uuid", column_type="sampler")
-builder.add_column(
-    name="review",
-    column_type="llm-text",
-    prompt="Write a product review",
-    model_alias="nvidia-text"
-)
-
-# Generate data
-result = dd.generate(config=builder.build(), num_records=100)
-print(result.dataset)
-```
-
-## CLI Usage
-
-```bash
-# Interactive configuration
-data-designer
-
-# List available models
-data-designer models list
-
-# Configure providers
-data-designer providers add nvidia --api-key YOUR_KEY
-```
-
-## Documentation
-
-- [Full Documentation](https://nvidia.github.io/DataDesigner/)
-- [Tutorials](https://nvidia.github.io/DataDesigner/tutorials/)
-- [Recipes](https://nvidia.github.io/DataDesigner/recipes/)
-
-## License
-
-Apache-2.0 - Copyright (c) 2025-2026 NVIDIA CORPORATION & AFFILIATES
+See main [README.md](../../README.md) for more information.