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# nemoguardrails.library.gliner.rail_config

## Module Contents

### Classes

| Name                                                                                          | Description                             |
| --------------------------------------------------------------------------------------------- | --------------------------------------- |
| [`GLiNERDetection`](#nemoguardrails-library-gliner-rail_config-GLiNERDetection)               | Configuration for GLiNER PII detection. |
| [`GLiNERDetectionOptions`](#nemoguardrails-library-gliner-rail_config-GLiNERDetectionOptions) | Configuration options for GLiNER.       |

### Functions

| Name                                                                                | Description |
| ----------------------------------------------------------------------------------- | ----------- |
| [`build_config_spec`](#nemoguardrails-library-gliner-rail_config-build_config_spec) | -           |

### API

```python
class nemoguardrails.library.gliner.rail_config.GLiNERDetection()
```

**Bases:** [RailConfigBaseModel](/guardrails-python-sdk/nemoguardrails/manifests/config_schema#nemoguardrails-manifests-config_schema-RailConfigBaseModel)

Configuration for GLiNER PII detection.

**`api_key_env_var`** `Optional[str]`

---

**`chunk_length`** `int`

---

**`flat_ner`** `bool`

---

**`input`** `GLiNERDetectionOptions`

---

**`model`** `str`

---

**`model_config`** `= {'extra': 'forbid'}`

---

**`output`** `GLiNERDetectionOptions`

---

**`overlap`** `int`

---

**`retrieval`** `GLiNERDetectionOptions`

---

**`server_endpoint`** `str`

---

**`threshold`** `float`

---

```python
nemoguardrails.library.gliner.rail_config.GLiNERDetection._validate_chunking() -> nemoguardrails.library.gliner.rail_config.GLiNERDetection
```

```python
class nemoguardrails.library.gliner.rail_config.GLiNERDetectionOptions()
```

**Bases:** [RailConfigBaseModel](/guardrails-python-sdk/nemoguardrails/manifests/config_schema#nemoguardrails-manifests-config_schema-RailConfigBaseModel)

Configuration options for GLiNER.

**`entities`** `List[str]`

---

**`model_config`** `= {'extra': 'forbid'}`

---

```python
nemoguardrails.library.gliner.rail_config.build_config_spec() -> nemoguardrails.manifests.config_schema.RailConfigSpec
```