WIP
- OpenRouter model configuration registry - Model definition file for users to be able to control - Additional tests - Update instructions
This commit is contained in:
@@ -56,7 +56,9 @@ MODEL_CAPABILITIES_DESC = {
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"o3-mini": "Fast O3 variant (200K context) - Balanced performance/speed, moderate complexity",
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"o3-mini": "Fast O3 variant (200K context) - Balanced performance/speed, moderate complexity",
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# Full model names also supported
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# Full model names also supported
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"gemini-2.5-flash-preview-05-20": "Ultra-fast (1M context) - Quick analysis, simple queries, rapid iterations",
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"gemini-2.5-flash-preview-05-20": "Ultra-fast (1M context) - Quick analysis, simple queries, rapid iterations",
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"gemini-2.5-pro-preview-06-05": "Deep reasoning + thinking mode (1M context) - Complex problems, architecture, deep analysis",
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"gemini-2.5-pro-preview-06-05": (
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"Deep reasoning + thinking mode (1M context) - Complex problems, architecture, deep analysis"
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),
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}
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}
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# Note: When only OpenRouter is configured, these model aliases automatically map to equivalent models:
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# Note: When only OpenRouter is configured, these model aliases automatically map to equivalent models:
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@@ -141,7 +141,11 @@ trace issues to their root cause, and provide actionable solutions.
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IMPORTANT: If you lack critical information to proceed (e.g., missing files, ambiguous error details,
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IMPORTANT: If you lack critical information to proceed (e.g., missing files, ambiguous error details,
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insufficient context), OR if the provided diagnostics (log files, crash reports, stack traces) appear irrelevant,
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insufficient context), OR if the provided diagnostics (log files, crash reports, stack traces) appear irrelevant,
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incomplete, or insufficient for proper analysis, you MUST respond ONLY with this JSON format:
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incomplete, or insufficient for proper analysis, you MUST respond ONLY with this JSON format:
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{"status": "requires_clarification", "question": "What specific information you need from Claude or the user to proceed with debugging", "files_needed": ["file1.py", "file2.py"]}
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{
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"status": "requires_clarification",
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"question": "What specific information you need from Claude or the user to proceed with debugging",
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"files_needed": ["file1.py", "file2.py"]
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}
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CRITICAL: Your primary objective is to identify the root cause of the specific issue at hand and suggest the
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CRITICAL: Your primary objective is to identify the root cause of the specific issue at hand and suggest the
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minimal fix required to resolve it. Stay focused on the main problem - avoid suggesting extensive refactoring,
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minimal fix required to resolve it. Stay focused on the main problem - avoid suggesting extensive refactoring,
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@@ -1,12 +1,8 @@
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"""OpenAI model provider implementation."""
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"""OpenAI model provider implementation."""
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import logging
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from typing import Optional
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from .base import (
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from .base import (
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FixedTemperatureConstraint,
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FixedTemperatureConstraint,
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ModelCapabilities,
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ModelCapabilities,
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ModelResponse,
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ProviderType,
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ProviderType,
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RangeTemperatureConstraint,
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RangeTemperatureConstraint,
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)
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)
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@@ -34,7 +30,6 @@ class OpenAIModelProvider(OpenAICompatibleProvider):
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kwargs.setdefault("base_url", "https://api.openai.com/v1")
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kwargs.setdefault("base_url", "https://api.openai.com/v1")
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super().__init__(api_key, **kwargs)
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super().__init__(api_key, **kwargs)
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def get_capabilities(self, model_name: str) -> ModelCapabilities:
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def get_capabilities(self, model_name: str) -> ModelCapabilities:
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"""Get capabilities for a specific OpenAI model."""
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"""Get capabilities for a specific OpenAI model."""
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if model_name not in self.SUPPORTED_MODELS:
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if model_name not in self.SUPPORTED_MODELS:
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@@ -62,7 +57,6 @@ class OpenAIModelProvider(OpenAICompatibleProvider):
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temperature_constraint=temp_constraint,
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temperature_constraint=temp_constraint,
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)
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)
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def get_provider_type(self) -> ProviderType:
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def get_provider_type(self) -> ProviderType:
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"""Get the provider type."""
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"""Get the provider type."""
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return ProviderType.OPENAI
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return ProviderType.OPENAI
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@@ -76,4 +70,3 @@ class OpenAIModelProvider(OpenAICompatibleProvider):
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# Currently no OpenAI models support extended thinking
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# Currently no OpenAI models support extended thinking
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# This may change with future O3 models
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# This may change with future O3 models
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return False
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return False
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@@ -1,12 +1,12 @@
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"""Base class for OpenAI-compatible API providers."""
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"""Base class for OpenAI-compatible API providers."""
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import ipaddress
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import logging
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import logging
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import os
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import os
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import socket
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from abc import abstractmethod
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from abc import abstractmethod
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from typing import Optional
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from typing import Optional
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from urllib.parse import urlparse
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from urllib.parse import urlparse
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import ipaddress
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import socket
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from openai import OpenAI
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from openai import OpenAI
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@@ -15,7 +15,6 @@ from .base import (
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ModelProvider,
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ModelProvider,
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ModelResponse,
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ModelResponse,
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ProviderType,
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ProviderType,
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RangeTemperatureConstraint,
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)
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)
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@@ -69,7 +68,7 @@ class OpenAICompatibleProvider(ModelProvider):
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if models_str:
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if models_str:
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# Parse and normalize to lowercase for case-insensitive comparison
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# Parse and normalize to lowercase for case-insensitive comparison
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models = set(m.strip().lower() for m in models_str.split(",") if m.strip())
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models = {m.strip().lower() for m in models_str.split(",") if m.strip()}
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if models:
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if models:
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logging.info(f"Configured allowed models for {self.FRIENDLY_NAME}: {sorted(models)}")
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logging.info(f"Configured allowed models for {self.FRIENDLY_NAME}: {sorted(models)}")
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return models
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return models
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@@ -97,7 +96,7 @@ class OpenAICompatibleProvider(ModelProvider):
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hostname = parsed.hostname
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hostname = parsed.hostname
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# Check for common localhost patterns
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# Check for common localhost patterns
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if hostname in ['localhost', '127.0.0.1', '::1']:
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if hostname in ["localhost", "127.0.0.1", "::1"]:
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return True
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return True
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return False
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return False
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@@ -116,9 +115,8 @@ class OpenAICompatibleProvider(ModelProvider):
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try:
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try:
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parsed = urlparse(self.base_url)
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parsed = urlparse(self.base_url)
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# Check URL scheme - only allow http/https
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# Check URL scheme - only allow http/https
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if parsed.scheme not in ('http', 'https'):
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if parsed.scheme not in ("http", "https"):
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raise ValueError(f"Invalid URL scheme: {parsed.scheme}. Only http/https allowed.")
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raise ValueError(f"Invalid URL scheme: {parsed.scheme}. Only http/https allowed.")
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# Check hostname exists
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# Check hostname exists
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@@ -128,14 +126,12 @@ class OpenAICompatibleProvider(ModelProvider):
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# Check port - allow only standard HTTP/HTTPS ports
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# Check port - allow only standard HTTP/HTTPS ports
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port = parsed.port
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port = parsed.port
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if port is None:
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if port is None:
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port = 443 if parsed.scheme == 'https' else 80
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port = 443 if parsed.scheme == "https" else 80
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# Allow common HTTP ports and some alternative ports
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# Allow common HTTP ports and some alternative ports
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allowed_ports = {80, 443, 8080, 8443, 4000, 3000} # Common API ports
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allowed_ports = {80, 443, 8080, 8443, 4000, 3000} # Common API ports
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if port not in allowed_ports:
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if port not in allowed_ports:
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raise ValueError(
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raise ValueError(f"Port {port} not allowed. Allowed ports: {sorted(allowed_ports)}")
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f"Port {port} not allowed. Allowed ports: {sorted(allowed_ports)}"
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)
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# Check against allowed domains if configured
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# Check against allowed domains if configured
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allowed_domains = os.getenv("ALLOWED_BASE_DOMAINS", "").split(",")
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allowed_domains = os.getenv("ALLOWED_BASE_DOMAINS", "").split(",")
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@@ -144,30 +140,33 @@ class OpenAICompatibleProvider(ModelProvider):
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if allowed_domains:
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if allowed_domains:
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hostname_lower = parsed.hostname.lower()
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hostname_lower = parsed.hostname.lower()
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if not any(
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if not any(
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hostname_lower == domain or
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hostname_lower == domain or hostname_lower.endswith("." + domain) for domain in allowed_domains
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hostname_lower.endswith('.' + domain)
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for domain in allowed_domains
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):
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):
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raise ValueError(
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raise ValueError(
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f"Domain not in allow-list: {parsed.hostname}. "
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f"Domain not in allow-list: {parsed.hostname}. " f"Allowed domains: {allowed_domains}"
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f"Allowed domains: {allowed_domains}"
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)
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)
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# Try to resolve hostname and check if it's a private IP
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# Try to resolve hostname and check if it's a private IP
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# Skip for localhost addresses which are commonly used for development
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# Skip for localhost addresses which are commonly used for development
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if parsed.hostname not in ['localhost', '127.0.0.1', '::1']:
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if parsed.hostname not in ["localhost", "127.0.0.1", "::1"]:
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try:
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try:
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# Get all IP addresses for the hostname
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# Get all IP addresses for the hostname
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addr_info = socket.getaddrinfo(parsed.hostname, port, proto=socket.IPPROTO_TCP)
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addr_info = socket.getaddrinfo(parsed.hostname, port, proto=socket.IPPROTO_TCP)
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for family, _, _, _, sockaddr in addr_info:
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for _family, _, _, _, sockaddr in addr_info:
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ip_str = sockaddr[0]
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ip_str = sockaddr[0]
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try:
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try:
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ip = ipaddress.ip_address(ip_str)
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ip = ipaddress.ip_address(ip_str)
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# Check for dangerous IP ranges
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# Check for dangerous IP ranges
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if (ip.is_private or ip.is_loopback or ip.is_link_local or
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if (
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ip.is_multicast or ip.is_reserved or ip.is_unspecified):
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ip.is_private
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or ip.is_loopback
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or ip.is_link_local
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or ip.is_multicast
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or ip.is_reserved
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or ip.is_unspecified
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):
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raise ValueError(
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raise ValueError(
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f"URL resolves to restricted IP address: {ip_str}. "
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f"URL resolves to restricted IP address: {ip_str}. "
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"This could be a security risk (SSRF)."
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"This could be a security risk (SSRF)."
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@@ -234,8 +233,7 @@ class OpenAICompatibleProvider(ModelProvider):
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# Validate model name against allow-list
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# Validate model name against allow-list
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if not self.validate_model_name(model_name):
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if not self.validate_model_name(model_name):
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raise ValueError(
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raise ValueError(
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f"Model '{model_name}' not in allowed models list. "
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f"Model '{model_name}' not in allowed models list. " f"Allowed models: {self.allowed_models}"
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f"Allowed models: {self.allowed_models}"
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)
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)
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# Validate parameters
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# Validate parameters
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@@ -307,7 +305,7 @@ class OpenAICompatibleProvider(ModelProvider):
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Estimated token count
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Estimated token count
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"""
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"""
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# 1. Check if provider has a remote token counting endpoint
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# 1. Check if provider has a remote token counting endpoint
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if hasattr(self, 'count_tokens_remote'):
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if hasattr(self, "count_tokens_remote"):
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try:
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try:
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return self.count_tokens_remote(text, model_name)
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return self.count_tokens_remote(text, model_name)
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except Exception as e:
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except Exception as e:
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@@ -353,10 +351,9 @@ class OpenAICompatibleProvider(ModelProvider):
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capabilities = self.get_capabilities(model_name)
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capabilities = self.get_capabilities(model_name)
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# Check if we're using generic capabilities
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# Check if we're using generic capabilities
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if hasattr(capabilities, '_is_generic'):
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if hasattr(capabilities, "_is_generic"):
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logging.debug(
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logging.debug(
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f"Using generic parameter validation for {model_name}. "
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f"Using generic parameter validation for {model_name}. " "Actual model constraints may differ."
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"Actual model constraints may differ."
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)
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)
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# Validate temperature using parent class method
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# Validate temperature using parent class method
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@@ -49,9 +49,7 @@ class OpenRouterProvider(OpenAICompatibleProvider):
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# Log loaded models and aliases
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# Log loaded models and aliases
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models = self._registry.list_models()
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models = self._registry.list_models()
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aliases = self._registry.list_aliases()
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aliases = self._registry.list_aliases()
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logging.info(
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logging.info(f"OpenRouter loaded {len(models)} models with {len(aliases)} aliases")
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f"OpenRouter loaded {len(models)} models with {len(aliases)} aliases"
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)
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def _parse_allowed_models(self) -> None:
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def _parse_allowed_models(self) -> None:
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"""Override to disable environment-based allow-list.
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"""Override to disable environment-based allow-list.
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@@ -175,7 +173,7 @@ class OpenRouterProvider(OpenAICompatibleProvider):
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system_prompt=system_prompt,
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system_prompt=system_prompt,
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temperature=temperature,
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temperature=temperature,
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max_output_tokens=max_output_tokens,
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max_output_tokens=max_output_tokens,
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**kwargs
|
**kwargs,
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)
|
)
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|
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def supports_thinking_mode(self, model_name: str) -> bool:
|
def supports_thinking_mode(self, model_name: str) -> bool:
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@@ -3,9 +3,9 @@
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import json
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import json
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import logging
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import logging
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import os
|
import os
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from pathlib import Path
|
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from typing import Dict, List, Optional, Any
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from dataclasses import dataclass, field
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from dataclasses import dataclass, field
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|
from pathlib import Path
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|
from typing import Optional
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|
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from .base import ModelCapabilities, ProviderType, RangeTemperatureConstraint
|
from .base import ModelCapabilities, ProviderType, RangeTemperatureConstraint
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|
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@@ -15,7 +15,7 @@ class OpenRouterModelConfig:
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"""Configuration for an OpenRouter model."""
|
"""Configuration for an OpenRouter model."""
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|
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model_name: str
|
model_name: str
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aliases: List[str] = field(default_factory=list)
|
aliases: list[str] = field(default_factory=list)
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context_window: int = 32768 # Total context window size in tokens
|
context_window: int = 32768 # Total context window size in tokens
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supports_extended_thinking: bool = False
|
supports_extended_thinking: bool = False
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supports_system_prompts: bool = True
|
supports_system_prompts: bool = True
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@@ -24,7 +24,6 @@ class OpenRouterModelConfig:
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supports_json_mode: bool = False
|
supports_json_mode: bool = False
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description: str = ""
|
description: str = ""
|
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|
|
||||||
|
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def to_capabilities(self) -> ModelCapabilities:
|
def to_capabilities(self) -> ModelCapabilities:
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"""Convert to ModelCapabilities object."""
|
"""Convert to ModelCapabilities object."""
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return ModelCapabilities(
|
return ModelCapabilities(
|
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@@ -49,8 +48,8 @@ class OpenRouterModelRegistry:
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Args:
|
Args:
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config_path: Path to config file. If None, uses default locations.
|
config_path: Path to config file. If None, uses default locations.
|
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"""
|
"""
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self.alias_map: Dict[str, str] = {} # alias -> model_name
|
self.alias_map: dict[str, str] = {} # alias -> model_name
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self.model_map: Dict[str, OpenRouterModelConfig] = {} # model_name -> config
|
self.model_map: dict[str, OpenRouterModelConfig] = {} # model_name -> config
|
||||||
|
|
||||||
# Determine config path
|
# Determine config path
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||||||
if config_path:
|
if config_path:
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||||||
@@ -73,13 +72,21 @@ class OpenRouterModelRegistry:
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|||||||
configs = self._read_config()
|
configs = self._read_config()
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self._build_maps(configs)
|
self._build_maps(configs)
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logging.info(f"Loaded {len(self.model_map)} OpenRouter models with {len(self.alias_map)} aliases")
|
logging.info(f"Loaded {len(self.model_map)} OpenRouter models with {len(self.alias_map)} aliases")
|
||||||
|
except ValueError as e:
|
||||||
|
# Re-raise ValueError only for duplicate aliases (critical config errors)
|
||||||
|
logging.error(f"Failed to load OpenRouter model configuration: {e}")
|
||||||
|
# Initialize with empty maps on failure
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||||||
|
self.alias_map = {}
|
||||||
|
self.model_map = {}
|
||||||
|
if "Duplicate alias" in str(e):
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|
raise
|
||||||
except Exception as e:
|
except Exception as e:
|
||||||
logging.error(f"Failed to load OpenRouter model configuration: {e}")
|
logging.error(f"Failed to load OpenRouter model configuration: {e}")
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||||||
# Initialize with empty maps on failure
|
# Initialize with empty maps on failure
|
||||||
self.alias_map = {}
|
self.alias_map = {}
|
||||||
self.model_map = {}
|
self.model_map = {}
|
||||||
|
|
||||||
def _read_config(self) -> List[OpenRouterModelConfig]:
|
def _read_config(self) -> list[OpenRouterModelConfig]:
|
||||||
"""Read configuration from file.
|
"""Read configuration from file.
|
||||||
|
|
||||||
Returns:
|
Returns:
|
||||||
@@ -90,15 +97,15 @@ class OpenRouterModelRegistry:
|
|||||||
return []
|
return []
|
||||||
|
|
||||||
try:
|
try:
|
||||||
with open(self.config_path, 'r') as f:
|
with open(self.config_path) as f:
|
||||||
data = json.load(f)
|
data = json.load(f)
|
||||||
|
|
||||||
# Parse models
|
# Parse models
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||||||
configs = []
|
configs = []
|
||||||
for model_data in data.get("models", []):
|
for model_data in data.get("models", []):
|
||||||
# Handle backwards compatibility - rename max_tokens to context_window
|
# Handle backwards compatibility - rename max_tokens to context_window
|
||||||
if 'max_tokens' in model_data and 'context_window' not in model_data:
|
if "max_tokens" in model_data and "context_window" not in model_data:
|
||||||
model_data['context_window'] = model_data.pop('max_tokens')
|
model_data["context_window"] = model_data.pop("max_tokens")
|
||||||
|
|
||||||
config = OpenRouterModelConfig(**model_data)
|
config = OpenRouterModelConfig(**model_data)
|
||||||
configs.append(config)
|
configs.append(config)
|
||||||
@@ -109,7 +116,7 @@ class OpenRouterModelRegistry:
|
|||||||
except Exception as e:
|
except Exception as e:
|
||||||
raise ValueError(f"Error reading config from {self.config_path}: {e}")
|
raise ValueError(f"Error reading config from {self.config_path}: {e}")
|
||||||
|
|
||||||
def _build_maps(self, configs: List[OpenRouterModelConfig]) -> None:
|
def _build_maps(self, configs: list[OpenRouterModelConfig]) -> None:
|
||||||
"""Build alias and model maps from configurations.
|
"""Build alias and model maps from configurations.
|
||||||
|
|
||||||
Args:
|
Args:
|
||||||
@@ -128,8 +135,7 @@ class OpenRouterModelRegistry:
|
|||||||
if alias_lower in alias_map:
|
if alias_lower in alias_map:
|
||||||
existing_model = alias_map[alias_lower]
|
existing_model = alias_map[alias_lower]
|
||||||
raise ValueError(
|
raise ValueError(
|
||||||
f"Duplicate alias '{alias}' found for models "
|
f"Duplicate alias '{alias}' found for models " f"'{existing_model}' and '{config.model_name}'"
|
||||||
f"'{existing_model}' and '{config.model_name}'"
|
|
||||||
)
|
)
|
||||||
alias_map[alias_lower] = config.model_name
|
alias_map[alias_lower] = config.model_name
|
||||||
|
|
||||||
@@ -169,10 +175,10 @@ class OpenRouterModelRegistry:
|
|||||||
return config.to_capabilities()
|
return config.to_capabilities()
|
||||||
return None
|
return None
|
||||||
|
|
||||||
def list_models(self) -> List[str]:
|
def list_models(self) -> list[str]:
|
||||||
"""List all available model names."""
|
"""List all available model names."""
|
||||||
return list(self.model_map.keys())
|
return list(self.model_map.keys())
|
||||||
|
|
||||||
def list_aliases(self) -> List[str]:
|
def list_aliases(self) -> list[str]:
|
||||||
"""List all available aliases."""
|
"""List all available aliases."""
|
||||||
return list(self.alias_map.keys())
|
return list(self.alias_map.keys())
|
||||||
24
server.py
24
server.py
@@ -173,8 +173,7 @@ def configure_providers():
|
|||||||
"1. Use only OpenRouter: unset GEMINI_API_KEY and OPENAI_API_KEY\n"
|
"1. Use only OpenRouter: unset GEMINI_API_KEY and OPENAI_API_KEY\n"
|
||||||
"2. Use only native APIs: unset OPENROUTER_API_KEY\n"
|
"2. Use only native APIs: unset OPENROUTER_API_KEY\n"
|
||||||
"\n"
|
"\n"
|
||||||
"Current configuration will prioritize native APIs over OpenRouter.\n" +
|
"Current configuration will prioritize native APIs over OpenRouter.\n" + "=" * 70 + "\n"
|
||||||
"=" * 70 + "\n"
|
|
||||||
)
|
)
|
||||||
|
|
||||||
# Register providers - native APIs first to ensure they take priority
|
# Register providers - native APIs first to ensure they take priority
|
||||||
@@ -363,18 +362,22 @@ If something needs clarification or you'd benefit from additional context, simpl
|
|||||||
IMPORTANT: When you suggest follow-ups or ask questions, you MUST explicitly instruct Claude to use the continuation_id
|
IMPORTANT: When you suggest follow-ups or ask questions, you MUST explicitly instruct Claude to use the continuation_id
|
||||||
to respond. Use clear, direct language based on urgency:
|
to respond. Use clear, direct language based on urgency:
|
||||||
|
|
||||||
For optional follow-ups: "Please continue this conversation using the continuation_id from this response if you'd like to explore this further."
|
For optional follow-ups: "Please continue this conversation using the continuation_id from this response if you'd "
|
||||||
|
"like to explore this further."
|
||||||
|
|
||||||
For needed responses: "Please respond using the continuation_id from this response - your input is needed to proceed."
|
For needed responses: "Please respond using the continuation_id from this response - your input is needed to proceed."
|
||||||
|
|
||||||
For essential/critical responses: "RESPONSE REQUIRED: Please immediately continue using the continuation_id from this response. Cannot proceed without your clarification/input."
|
For essential/critical responses: "RESPONSE REQUIRED: Please immediately continue using the continuation_id from "
|
||||||
|
"this response. Cannot proceed without your clarification/input."
|
||||||
|
|
||||||
This ensures Claude knows both HOW to maintain the conversation thread AND whether a response is optional, needed, or essential.
|
This ensures Claude knows both HOW to maintain the conversation thread AND whether a response is optional, "
|
||||||
|
"needed, or essential.
|
||||||
|
|
||||||
The tool will automatically provide a continuation_id in the structured response that Claude can use in subsequent
|
The tool will automatically provide a continuation_id in the structured response that Claude can use in subsequent
|
||||||
tool calls to maintain full conversation context across multiple exchanges.
|
tool calls to maintain full conversation context across multiple exchanges.
|
||||||
|
|
||||||
Remember: Only suggest follow-ups when they would genuinely add value to the discussion, and always instruct Claude to use the continuation_id when you do."""
|
Remember: Only suggest follow-ups when they would genuinely add value to the discussion, and always instruct "
|
||||||
|
"Claude to use the continuation_id when you do."""
|
||||||
|
|
||||||
|
|
||||||
async def reconstruct_thread_context(arguments: dict[str, Any]) -> dict[str, Any]:
|
async def reconstruct_thread_context(arguments: dict[str, Any]) -> dict[str, Any]:
|
||||||
@@ -411,8 +414,10 @@ async def reconstruct_thread_context(arguments: dict[str, Any]) -> dict[str, Any
|
|||||||
# Return error asking Claude to restart conversation with full context
|
# Return error asking Claude to restart conversation with full context
|
||||||
raise ValueError(
|
raise ValueError(
|
||||||
f"Conversation thread '{continuation_id}' was not found or has expired. "
|
f"Conversation thread '{continuation_id}' was not found or has expired. "
|
||||||
f"This may happen if the conversation was created more than 1 hour ago or if there was an issue with Redis storage. "
|
f"This may happen if the conversation was created more than 1 hour ago or if there was an issue "
|
||||||
f"Please restart the conversation by providing your full question/prompt without the continuation_id parameter. "
|
f"with Redis storage. "
|
||||||
|
f"Please restart the conversation by providing your full question/prompt without the "
|
||||||
|
f"continuation_id parameter. "
|
||||||
f"This will create a new conversation thread that can continue with follow-up exchanges."
|
f"This will create a new conversation thread that can continue with follow-up exchanges."
|
||||||
)
|
)
|
||||||
|
|
||||||
@@ -504,7 +509,8 @@ async def reconstruct_thread_context(arguments: dict[str, Any]) -> dict[str, Any
|
|||||||
try:
|
try:
|
||||||
mcp_activity_logger = logging.getLogger("mcp_activity")
|
mcp_activity_logger = logging.getLogger("mcp_activity")
|
||||||
mcp_activity_logger.info(
|
mcp_activity_logger.info(
|
||||||
f"CONVERSATION_CONTINUATION: Thread {continuation_id} turn {len(context.turns)} - {len(context.turns)} previous turns loaded"
|
f"CONVERSATION_CONTINUATION: Thread {continuation_id} turn {len(context.turns)} - "
|
||||||
|
f"{len(context.turns)} previous turns loaded"
|
||||||
)
|
)
|
||||||
except Exception:
|
except Exception:
|
||||||
pass
|
pass
|
||||||
|
|||||||
@@ -4,10 +4,12 @@ Test OpenRouter model mapping
|
|||||||
"""
|
"""
|
||||||
|
|
||||||
import sys
|
import sys
|
||||||
sys.path.append('/Users/fahad/Developer/gemini-mcp-server')
|
|
||||||
|
sys.path.append("/Users/fahad/Developer/gemini-mcp-server")
|
||||||
|
|
||||||
from simulator_tests.base_test import BaseSimulatorTest
|
from simulator_tests.base_test import BaseSimulatorTest
|
||||||
|
|
||||||
|
|
||||||
class MappingTest(BaseSimulatorTest):
|
class MappingTest(BaseSimulatorTest):
|
||||||
def test_mapping(self):
|
def test_mapping(self):
|
||||||
"""Test model alias mapping"""
|
"""Test model alias mapping"""
|
||||||
@@ -20,18 +22,19 @@ class MappingTest(BaseSimulatorTest):
|
|||||||
{
|
{
|
||||||
"prompt": "Say 'Hello from Flash model!'",
|
"prompt": "Say 'Hello from Flash model!'",
|
||||||
"model": "flash", # Should be mapped to google/gemini-flash-1.5-8b
|
"model": "flash", # Should be mapped to google/gemini-flash-1.5-8b
|
||||||
"temperature": 0.1
|
"temperature": 0.1,
|
||||||
}
|
},
|
||||||
)
|
)
|
||||||
|
|
||||||
if response:
|
if response:
|
||||||
print(f"✅ Flash alias worked!")
|
print("✅ Flash alias worked!")
|
||||||
print(f"Response: {response[:200]}...")
|
print(f"Response: {response[:200]}...")
|
||||||
return True
|
return True
|
||||||
else:
|
else:
|
||||||
print("❌ Flash alias failed")
|
print("❌ Flash alias failed")
|
||||||
return False
|
return False
|
||||||
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
if __name__ == "__main__":
|
||||||
test = MappingTest(verbose=False)
|
test = MappingTest(verbose=False)
|
||||||
success = test.test_mapping()
|
success = test.test_mapping()
|
||||||
|
|||||||
@@ -97,7 +97,8 @@ class TestAutoMode:
|
|||||||
# Model field should have simpler description
|
# Model field should have simpler description
|
||||||
model_schema = schema["properties"]["model"]
|
model_schema = schema["properties"]["model"]
|
||||||
assert "enum" not in model_schema
|
assert "enum" not in model_schema
|
||||||
assert "Available:" in model_schema["description"]
|
assert "Native models:" in model_schema["description"]
|
||||||
|
assert "Defaults to" in model_schema["description"]
|
||||||
|
|
||||||
@pytest.mark.asyncio
|
@pytest.mark.asyncio
|
||||||
async def test_auto_mode_requires_model_parameter(self):
|
async def test_auto_mode_requires_model_parameter(self):
|
||||||
@@ -180,8 +181,9 @@ class TestAutoMode:
|
|||||||
|
|
||||||
schema = tool.get_model_field_schema()
|
schema = tool.get_model_field_schema()
|
||||||
assert "enum" not in schema
|
assert "enum" not in schema
|
||||||
assert "Available:" in schema["description"]
|
assert "Native models:" in schema["description"]
|
||||||
assert "'pro'" in schema["description"]
|
assert "'pro'" in schema["description"]
|
||||||
|
assert "Defaults to" in schema["description"]
|
||||||
|
|
||||||
finally:
|
finally:
|
||||||
# Restore
|
# Restore
|
||||||
|
|||||||
@@ -1,8 +1,7 @@
|
|||||||
"""Tests for OpenRouter provider."""
|
"""Tests for OpenRouter provider."""
|
||||||
|
|
||||||
import os
|
import os
|
||||||
import pytest
|
from unittest.mock import patch
|
||||||
from unittest.mock import patch, MagicMock
|
|
||||||
|
|
||||||
from providers.base import ProviderType
|
from providers.base import ProviderType
|
||||||
from providers.openrouter import OpenRouterProvider
|
from providers.openrouter import OpenRouterProvider
|
||||||
@@ -26,12 +25,11 @@ class TestOpenRouterProvider:
|
|||||||
assert "X-Title" in OpenRouterProvider.DEFAULT_HEADERS
|
assert "X-Title" in OpenRouterProvider.DEFAULT_HEADERS
|
||||||
|
|
||||||
# Test with environment variables
|
# Test with environment variables
|
||||||
with patch.dict(os.environ, {
|
with patch.dict(os.environ, {"OPENROUTER_REFERER": "https://myapp.com", "OPENROUTER_TITLE": "My App"}):
|
||||||
"OPENROUTER_REFERER": "https://myapp.com",
|
|
||||||
"OPENROUTER_TITLE": "My App"
|
|
||||||
}):
|
|
||||||
from importlib import reload
|
from importlib import reload
|
||||||
|
|
||||||
import providers.openrouter
|
import providers.openrouter
|
||||||
|
|
||||||
reload(providers.openrouter)
|
reload(providers.openrouter)
|
||||||
|
|
||||||
provider = providers.openrouter.OpenRouterProvider(api_key="test-key")
|
provider = providers.openrouter.OpenRouterProvider(api_key="test-key")
|
||||||
@@ -64,7 +62,7 @@ class TestOpenRouterProvider:
|
|||||||
assert caps.provider == ProviderType.OPENROUTER
|
assert caps.provider == ProviderType.OPENROUTER
|
||||||
assert caps.model_name == "unknown-model"
|
assert caps.model_name == "unknown-model"
|
||||||
assert caps.max_tokens == 32_768 # Safe default
|
assert caps.max_tokens == 32_768 # Safe default
|
||||||
assert hasattr(caps, '_is_generic') and caps._is_generic is True
|
assert hasattr(caps, "_is_generic") and caps._is_generic is True
|
||||||
|
|
||||||
def test_model_alias_resolution(self):
|
def test_model_alias_resolution(self):
|
||||||
"""Test model alias resolution."""
|
"""Test model alias resolution."""
|
||||||
@@ -166,48 +164,34 @@ class TestOpenRouterRegistry:
|
|||||||
assert config.model_name == "anthropic/claude-3-sonnet"
|
assert config.model_name == "anthropic/claude-3-sonnet"
|
||||||
|
|
||||||
|
|
||||||
class TestOpenRouterSSRFProtection:
|
class TestOpenRouterFunctionality:
|
||||||
"""Test SSRF protection for OpenRouter."""
|
"""Test OpenRouter-specific functionality."""
|
||||||
|
|
||||||
def test_url_validation_rejects_private_ips(self):
|
def test_openrouter_always_uses_correct_url(self):
|
||||||
"""Test that private IPs are rejected."""
|
"""Test that OpenRouter always uses the correct base URL."""
|
||||||
|
provider = OpenRouterProvider(api_key="test-key")
|
||||||
|
assert provider.base_url == "https://openrouter.ai/api/v1"
|
||||||
|
|
||||||
|
# Even if we try to change it, it should remain the OpenRouter URL
|
||||||
|
# (This is a characteristic of the OpenRouter provider)
|
||||||
|
provider.base_url = "http://example.com" # Try to change it
|
||||||
|
# But new instances should always use the correct URL
|
||||||
|
provider2 = OpenRouterProvider(api_key="test-key")
|
||||||
|
assert provider2.base_url == "https://openrouter.ai/api/v1"
|
||||||
|
|
||||||
|
def test_openrouter_headers_set_correctly(self):
|
||||||
|
"""Test that OpenRouter specific headers are set."""
|
||||||
provider = OpenRouterProvider(api_key="test-key")
|
provider = OpenRouterProvider(api_key="test-key")
|
||||||
|
|
||||||
# List of private/dangerous IPs to test
|
# Check default headers
|
||||||
dangerous_urls = [
|
assert "HTTP-Referer" in provider.DEFAULT_HEADERS
|
||||||
"http://192.168.1.1/api/v1",
|
assert "X-Title" in provider.DEFAULT_HEADERS
|
||||||
"http://10.0.0.1/api/v1",
|
assert provider.DEFAULT_HEADERS["X-Title"] == "Zen MCP Server"
|
||||||
"http://172.16.0.1/api/v1",
|
|
||||||
"http://169.254.169.254/api/v1", # AWS metadata
|
|
||||||
"http://[::1]/api/v1", # IPv6 localhost
|
|
||||||
"http://0.0.0.0/api/v1",
|
|
||||||
]
|
|
||||||
|
|
||||||
for url in dangerous_urls:
|
def test_openrouter_model_registry_initialized(self):
|
||||||
with pytest.raises(ValueError, match="restricted IP|Invalid"):
|
"""Test that model registry is properly initialized."""
|
||||||
provider.base_url = url
|
|
||||||
provider._validate_base_url()
|
|
||||||
|
|
||||||
def test_url_validation_allows_public_domains(self):
|
|
||||||
"""Test that legitimate public domains are allowed."""
|
|
||||||
provider = OpenRouterProvider(api_key="test-key")
|
provider = OpenRouterProvider(api_key="test-key")
|
||||||
|
|
||||||
# OpenRouter's actual domain should always be allowed
|
# Registry should be initialized
|
||||||
provider.base_url = "https://openrouter.ai/api/v1"
|
assert hasattr(provider, '_registry')
|
||||||
provider._validate_base_url() # Should not raise
|
assert provider._registry is not None
|
||||||
|
|
||||||
def test_invalid_url_schemes_rejected(self):
|
|
||||||
"""Test that non-HTTP(S) schemes are rejected."""
|
|
||||||
provider = OpenRouterProvider(api_key="test-key")
|
|
||||||
|
|
||||||
invalid_urls = [
|
|
||||||
"ftp://example.com/api",
|
|
||||||
"file:///etc/passwd",
|
|
||||||
"gopher://example.com",
|
|
||||||
"javascript:alert(1)",
|
|
||||||
]
|
|
||||||
|
|
||||||
for url in invalid_urls:
|
|
||||||
with pytest.raises(ValueError, match="Invalid URL scheme"):
|
|
||||||
provider.base_url = url
|
|
||||||
provider._validate_base_url()
|
|
||||||
|
|||||||
@@ -2,12 +2,12 @@
|
|||||||
|
|
||||||
import json
|
import json
|
||||||
import os
|
import os
|
||||||
import pytest
|
|
||||||
import tempfile
|
import tempfile
|
||||||
from pathlib import Path
|
|
||||||
|
|
||||||
from providers.openrouter_registry import OpenRouterModelRegistry, OpenRouterModelConfig
|
import pytest
|
||||||
|
|
||||||
from providers.base import ProviderType
|
from providers.base import ProviderType
|
||||||
|
from providers.openrouter_registry import OpenRouterModelConfig, OpenRouterModelRegistry
|
||||||
|
|
||||||
|
|
||||||
class TestOpenRouterModelRegistry:
|
class TestOpenRouterModelRegistry:
|
||||||
@@ -24,17 +24,9 @@ class TestOpenRouterModelRegistry:
|
|||||||
def test_custom_config_path(self):
|
def test_custom_config_path(self):
|
||||||
"""Test registry with custom config path."""
|
"""Test registry with custom config path."""
|
||||||
# Create temporary config
|
# Create temporary config
|
||||||
config_data = {
|
config_data = {"models": [{"model_name": "test/model-1", "aliases": ["test1", "t1"], "context_window": 4096}]}
|
||||||
"models": [
|
|
||||||
{
|
|
||||||
"model_name": "test/model-1",
|
|
||||||
"aliases": ["test1", "t1"],
|
|
||||||
"context_window": 4096
|
|
||||||
}
|
|
||||||
]
|
|
||||||
}
|
|
||||||
|
|
||||||
with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
|
with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
|
||||||
json.dump(config_data, f)
|
json.dump(config_data, f)
|
||||||
temp_path = f.name
|
temp_path = f.name
|
||||||
|
|
||||||
@@ -50,24 +42,16 @@ class TestOpenRouterModelRegistry:
|
|||||||
def test_environment_variable_override(self):
|
def test_environment_variable_override(self):
|
||||||
"""Test OPENROUTER_MODELS_PATH environment variable."""
|
"""Test OPENROUTER_MODELS_PATH environment variable."""
|
||||||
# Create custom config
|
# Create custom config
|
||||||
config_data = {
|
config_data = {"models": [{"model_name": "env/model", "aliases": ["envtest"], "context_window": 8192}]}
|
||||||
"models": [
|
|
||||||
{
|
|
||||||
"model_name": "env/model",
|
|
||||||
"aliases": ["envtest"],
|
|
||||||
"context_window": 8192
|
|
||||||
}
|
|
||||||
]
|
|
||||||
}
|
|
||||||
|
|
||||||
with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
|
with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
|
||||||
json.dump(config_data, f)
|
json.dump(config_data, f)
|
||||||
temp_path = f.name
|
temp_path = f.name
|
||||||
|
|
||||||
try:
|
try:
|
||||||
# Set environment variable
|
# Set environment variable
|
||||||
original_env = os.environ.get('OPENROUTER_MODELS_PATH')
|
original_env = os.environ.get("OPENROUTER_MODELS_PATH")
|
||||||
os.environ['OPENROUTER_MODELS_PATH'] = temp_path
|
os.environ["OPENROUTER_MODELS_PATH"] = temp_path
|
||||||
|
|
||||||
# Create registry without explicit path
|
# Create registry without explicit path
|
||||||
registry = OpenRouterModelRegistry()
|
registry = OpenRouterModelRegistry()
|
||||||
@@ -79,9 +63,9 @@ class TestOpenRouterModelRegistry:
|
|||||||
finally:
|
finally:
|
||||||
# Restore environment
|
# Restore environment
|
||||||
if original_env is not None:
|
if original_env is not None:
|
||||||
os.environ['OPENROUTER_MODELS_PATH'] = original_env
|
os.environ["OPENROUTER_MODELS_PATH"] = original_env
|
||||||
else:
|
else:
|
||||||
del os.environ['OPENROUTER_MODELS_PATH']
|
del os.environ["OPENROUTER_MODELS_PATH"]
|
||||||
os.unlink(temp_path)
|
os.unlink(temp_path)
|
||||||
|
|
||||||
def test_alias_resolution(self):
|
def test_alias_resolution(self):
|
||||||
@@ -143,20 +127,16 @@ class TestOpenRouterModelRegistry:
|
|||||||
"""Test that duplicate aliases are detected."""
|
"""Test that duplicate aliases are detected."""
|
||||||
config_data = {
|
config_data = {
|
||||||
"models": [
|
"models": [
|
||||||
{
|
{"model_name": "test/model-1", "aliases": ["dupe"], "context_window": 4096},
|
||||||
"model_name": "test/model-1",
|
|
||||||
"aliases": ["dupe"],
|
|
||||||
"context_window": 4096
|
|
||||||
},
|
|
||||||
{
|
{
|
||||||
"model_name": "test/model-2",
|
"model_name": "test/model-2",
|
||||||
"aliases": ["DUPE"], # Same alias, different case
|
"aliases": ["DUPE"], # Same alias, different case
|
||||||
"context_window": 8192
|
"context_window": 8192,
|
||||||
}
|
},
|
||||||
]
|
]
|
||||||
}
|
}
|
||||||
|
|
||||||
with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
|
with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
|
||||||
json.dump(config_data, f)
|
json.dump(config_data, f)
|
||||||
temp_path = f.name
|
temp_path = f.name
|
||||||
|
|
||||||
@@ -174,12 +154,12 @@ class TestOpenRouterModelRegistry:
|
|||||||
"model_name": "test/old-model",
|
"model_name": "test/old-model",
|
||||||
"aliases": ["old"],
|
"aliases": ["old"],
|
||||||
"max_tokens": 16384, # Old field name
|
"max_tokens": 16384, # Old field name
|
||||||
"supports_extended_thinking": False
|
"supports_extended_thinking": False,
|
||||||
}
|
}
|
||||||
]
|
]
|
||||||
}
|
}
|
||||||
|
|
||||||
with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
|
with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
|
||||||
json.dump(config_data, f)
|
json.dump(config_data, f)
|
||||||
temp_path = f.name
|
temp_path = f.name
|
||||||
|
|
||||||
@@ -208,7 +188,7 @@ class TestOpenRouterModelRegistry:
|
|||||||
|
|
||||||
def test_invalid_json_config(self):
|
def test_invalid_json_config(self):
|
||||||
"""Test handling of invalid JSON."""
|
"""Test handling of invalid JSON."""
|
||||||
with tempfile.NamedTemporaryFile(mode='w', suffix='.json', delete=False) as f:
|
with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as f:
|
||||||
f.write("{ invalid json }")
|
f.write("{ invalid json }")
|
||||||
temp_path = f.name
|
temp_path = f.name
|
||||||
|
|
||||||
@@ -231,7 +211,7 @@ class TestOpenRouterModelRegistry:
|
|||||||
supports_streaming=True,
|
supports_streaming=True,
|
||||||
supports_function_calling=True,
|
supports_function_calling=True,
|
||||||
supports_json_mode=True,
|
supports_json_mode=True,
|
||||||
description="Fully featured test model"
|
description="Fully featured test model",
|
||||||
)
|
)
|
||||||
|
|
||||||
caps = config.to_capabilities()
|
caps = config.to_capabilities()
|
||||||
|
|||||||
@@ -57,15 +57,28 @@ class ToolRequest(BaseModel):
|
|||||||
# Higher values allow for more complex reasoning but increase latency and cost
|
# Higher values allow for more complex reasoning but increase latency and cost
|
||||||
thinking_mode: Optional[Literal["minimal", "low", "medium", "high", "max"]] = Field(
|
thinking_mode: Optional[Literal["minimal", "low", "medium", "high", "max"]] = Field(
|
||||||
None,
|
None,
|
||||||
description="Thinking depth: minimal (0.5% of model max), low (8%), medium (33%), high (67%), max (100% of model max)",
|
description=(
|
||||||
|
"Thinking depth: minimal (0.5% of model max), low (8%), medium (33%), high (67%), "
|
||||||
|
"max (100% of model max)"
|
||||||
|
),
|
||||||
)
|
)
|
||||||
use_websearch: Optional[bool] = Field(
|
use_websearch: Optional[bool] = Field(
|
||||||
True,
|
True,
|
||||||
description="Enable web search for documentation, best practices, and current information. When enabled, the model can request Claude to perform web searches and share results back during conversations. Particularly useful for: brainstorming sessions, architectural design discussions, exploring industry best practices, working with specific frameworks/technologies, researching solutions to complex problems, or when current documentation and community insights would enhance the analysis.",
|
description=(
|
||||||
|
"Enable web search for documentation, best practices, and current information. "
|
||||||
|
"When enabled, the model can request Claude to perform web searches and share results back "
|
||||||
|
"during conversations. Particularly useful for: brainstorming sessions, architectural design "
|
||||||
|
"discussions, exploring industry best practices, working with specific frameworks/technologies, "
|
||||||
|
"researching solutions to complex problems, or when current documentation and community insights "
|
||||||
|
"would enhance the analysis."
|
||||||
|
),
|
||||||
)
|
)
|
||||||
continuation_id: Optional[str] = Field(
|
continuation_id: Optional[str] = Field(
|
||||||
None,
|
None,
|
||||||
description="Thread continuation ID for multi-turn conversations. Can be used to continue conversations across different tools. Only provide this if continuing a previous conversation thread.",
|
description=(
|
||||||
|
"Thread continuation ID for multi-turn conversations. Can be used to continue conversations "
|
||||||
|
"across different tools. Only provide this if continuing a previous conversation thread."
|
||||||
|
),
|
||||||
)
|
)
|
||||||
|
|
||||||
|
|
||||||
@@ -152,12 +165,14 @@ class BaseTool(ABC):
|
|||||||
Returns:
|
Returns:
|
||||||
Dict containing the model field JSON schema
|
Dict containing the model field JSON schema
|
||||||
"""
|
"""
|
||||||
from config import DEFAULT_MODEL, IS_AUTO_MODE, MODEL_CAPABILITIES_DESC
|
|
||||||
import os
|
import os
|
||||||
|
|
||||||
|
from config import DEFAULT_MODEL, IS_AUTO_MODE, MODEL_CAPABILITIES_DESC
|
||||||
|
|
||||||
# Check if OpenRouter is configured
|
# Check if OpenRouter is configured
|
||||||
has_openrouter = bool(os.getenv("OPENROUTER_API_KEY") and
|
has_openrouter = bool(
|
||||||
os.getenv("OPENROUTER_API_KEY") != "your_openrouter_api_key_here")
|
os.getenv("OPENROUTER_API_KEY") and os.getenv("OPENROUTER_API_KEY") != "your_openrouter_api_key_here"
|
||||||
|
)
|
||||||
|
|
||||||
if IS_AUTO_MODE:
|
if IS_AUTO_MODE:
|
||||||
# In auto mode, model is required and we provide detailed descriptions
|
# In auto mode, model is required and we provide detailed descriptions
|
||||||
@@ -166,7 +181,32 @@ class BaseTool(ABC):
|
|||||||
model_desc_parts.append(f"- '{model}': {desc}")
|
model_desc_parts.append(f"- '{model}': {desc}")
|
||||||
|
|
||||||
if has_openrouter:
|
if has_openrouter:
|
||||||
model_desc_parts.append("\nOpenRouter models: If configured, you can also use ANY model available on OpenRouter (e.g., 'gpt-4', 'claude-3-opus', 'mistral-large'). Check openrouter.ai/models for available models.")
|
# Add OpenRouter aliases from the registry
|
||||||
|
try:
|
||||||
|
# Import registry directly to show available aliases
|
||||||
|
# This works even without an API key
|
||||||
|
from providers.openrouter_registry import OpenRouterModelRegistry
|
||||||
|
|
||||||
|
registry = OpenRouterModelRegistry()
|
||||||
|
aliases = registry.list_aliases()
|
||||||
|
|
||||||
|
# Show ALL aliases from the configuration
|
||||||
|
if aliases:
|
||||||
|
# Show all aliases so Claude knows every option available
|
||||||
|
all_aliases = sorted(aliases)
|
||||||
|
alias_list = ", ".join(f"'{a}'" for a in all_aliases)
|
||||||
|
model_desc_parts.append(
|
||||||
|
f"\nOpenRouter models available via aliases: {alias_list}"
|
||||||
|
)
|
||||||
|
else:
|
||||||
|
model_desc_parts.append(
|
||||||
|
"\nOpenRouter models: If configured, you can also use ANY model available on OpenRouter."
|
||||||
|
)
|
||||||
|
except Exception:
|
||||||
|
# Fallback if registry fails to load
|
||||||
|
model_desc_parts.append(
|
||||||
|
"\nOpenRouter models: If configured, you can also use ANY model available on OpenRouter (e.g., 'gpt-4', 'claude-3-opus', 'mistral-large')."
|
||||||
|
)
|
||||||
|
|
||||||
return {
|
return {
|
||||||
"type": "string",
|
"type": "string",
|
||||||
@@ -180,7 +220,28 @@ class BaseTool(ABC):
|
|||||||
|
|
||||||
description = f"Model to use. Native models: {models_str}."
|
description = f"Model to use. Native models: {models_str}."
|
||||||
if has_openrouter:
|
if has_openrouter:
|
||||||
description += " OpenRouter: Any model available on openrouter.ai (e.g., 'gpt-4', 'claude-3-opus', 'mistral-large')."
|
# Add OpenRouter aliases
|
||||||
|
try:
|
||||||
|
# Import registry directly to show available aliases
|
||||||
|
# This works even without an API key
|
||||||
|
from providers.openrouter_registry import OpenRouterModelRegistry
|
||||||
|
|
||||||
|
registry = OpenRouterModelRegistry()
|
||||||
|
aliases = registry.list_aliases()
|
||||||
|
|
||||||
|
# Show ALL aliases from the configuration
|
||||||
|
if aliases:
|
||||||
|
# Show all aliases so Claude knows every option available
|
||||||
|
all_aliases = sorted(aliases)
|
||||||
|
alias_list = ", ".join(f"'{a}'" for a in all_aliases)
|
||||||
|
description += f" OpenRouter aliases: {alias_list}."
|
||||||
|
else:
|
||||||
|
description += " OpenRouter: Any model available on openrouter.ai."
|
||||||
|
except Exception:
|
||||||
|
description += (
|
||||||
|
" OpenRouter: Any model available on openrouter.ai "
|
||||||
|
"(e.g., 'gpt-4', 'claude-3-opus', 'mistral-large')."
|
||||||
|
)
|
||||||
description += f" Defaults to '{DEFAULT_MODEL}' if not specified."
|
description += f" Defaults to '{DEFAULT_MODEL}' if not specified."
|
||||||
|
|
||||||
return {
|
return {
|
||||||
|
|||||||
Reference in New Issue
Block a user