langgate-transform


Namelanggate-transform JSON
Version 0.3.0 PyPI version JSON
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home_pageNone
SummaryParameter transformation utilities for LangGate
upload_time2025-08-18 13:28:15
maintainerNone
docs_urlNone
authorTanantor Ltd.
requires_python>=3.13
licenseMIT
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            # LangGate Transform

Parameter transformation utilities for LangGate AI Gateway.

This package provides the core parameter transformation logic used by both:
- Local registry clients to transform parameters for direct model calls
- The Envoy external processor to transform parameters in the proxy

It implements a declarative approach to parameter transformation that can be:
1. Used directly in Python applications
2. Potentially reimplemented in other languages (like Go) for external processors
3. Extended with custom transformation rules

## Parameter Transformation Precedence

The transformation module follows a specific precedence order when applying parameter transformations:

### Defaults (applied only if key doesn't exist yet):
1. Model-specific defaults (highest precedence for defaults)
2. Pattern defaults (matching patterns applied in config order)
3. Service provider defaults
4. Global defaults (lowest precedence for defaults)

### Overrides/Removals/Renames (applied in order, later steps overwrite/modify earlier ones):
1. Input parameters (initial state)
2. Service-level API keys and base URLs
3. Service-level overrides, removals, renames
4. Pattern-level overrides, removals, renames (matching patterns applied in config order)
5. Model-specific overrides, removals, renames (highest precedence)
6. Model ID (always overwritten with service_model_id)
7. Environment variable substitution (applied last to all string values)

            

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    "description": "# LangGate Transform\n\nParameter transformation utilities for LangGate AI Gateway.\n\nThis package provides the core parameter transformation logic used by both:\n- Local registry clients to transform parameters for direct model calls\n- The Envoy external processor to transform parameters in the proxy\n\nIt implements a declarative approach to parameter transformation that can be:\n1. Used directly in Python applications\n2. Potentially reimplemented in other languages (like Go) for external processors\n3. Extended with custom transformation rules\n\n## Parameter Transformation Precedence\n\nThe transformation module follows a specific precedence order when applying parameter transformations:\n\n### Defaults (applied only if key doesn't exist yet):\n1. Model-specific defaults (highest precedence for defaults)\n2. Pattern defaults (matching patterns applied in config order)\n3. Service provider defaults\n4. Global defaults (lowest precedence for defaults)\n\n### Overrides/Removals/Renames (applied in order, later steps overwrite/modify earlier ones):\n1. Input parameters (initial state)\n2. Service-level API keys and base URLs\n3. Service-level overrides, removals, renames\n4. Pattern-level overrides, removals, renames (matching patterns applied in config order)\n5. Model-specific overrides, removals, renames (highest precedence)\n6. Model ID (always overwritten with service_model_id)\n7. Environment variable substitution (applied last to all string values)\n",
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