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Open Search MCP

by flyanima
MIT License
2
  • Apple
  • Linux
ai-models.json5.15 kB
{ "ai": { "enabled": true, "defaultModel": "llama3.2", "fallbackEnabled": true, "maxRetries": 3, "timeout": 30000, "models": { "llama3.2": { "provider": "ollama", "endpoint": "http://localhost:11434", "model": "llama3.2:latest", "temperature": 0.7, "maxTokens": 4096, "contextWindow": 8192, "capabilities": [ "query_optimization", "content_summarization", "entity_extraction", "sentiment_analysis" ], "specialization": "general", "languages": ["en", "zh", "es", "fr", "de"], "performance": { "speed": "medium", "quality": "high", "memoryUsage": "4GB" } }, "qwen2.5": { "provider": "ollama", "endpoint": "http://localhost:11434", "model": "qwen2.5:latest", "temperature": 0.6, "maxTokens": 2048, "contextWindow": 4096, "capabilities": [ "query_optimization", "content_summarization", "multilingual_translation", "chinese_processing" ], "specialization": "multilingual", "languages": ["zh", "en", "ja", "ko", "th", "vi"], "performance": { "speed": "fast", "quality": "high", "memoryUsage": "3GB" } }, "mistral": { "provider": "ollama", "endpoint": "http://localhost:11434", "model": "mistral:latest", "temperature": 0.5, "maxTokens": 2048, "contextWindow": 4096, "capabilities": [ "query_optimization", "content_analysis", "fact_checking" ], "specialization": "analysis", "languages": ["en", "fr", "es", "de"], "performance": { "speed": "fast", "quality": "medium", "memoryUsage": "2GB" } }, "codellama": { "provider": "ollama", "endpoint": "http://localhost:11434", "model": "codellama:latest", "temperature": 0.3, "maxTokens": 4096, "contextWindow": 8192, "capabilities": [ "code_analysis", "technical_summarization", "api_documentation" ], "specialization": "technical", "languages": ["en"], "performance": { "speed": "medium", "quality": "high", "memoryUsage": "5GB" } } }, "fallback": { "provider": "huggingface", "endpoint": "https://api-inference.huggingface.co", "models": { "summarization": "facebook/bart-large-cnn", "sentiment": "cardiffnlp/twitter-roberta-base-sentiment-latest", "translation": "Helsinki-NLP/opus-mt-en-zh", "embedding": "sentence-transformers/all-MiniLM-L6-v2" }, "rateLimit": { "requestsPerMinute": 100, "requestsPerHour": 1000 } } }, "processing": { "queryOptimization": { "enabled": true, "maxExpansions": 5, "synonymThreshold": 0.8, "enableSemanticExpansion": true, "languages": ["en", "zh"] }, "contentAnalysis": { "enabled": true, "enableSummarization": true, "enableEntityExtraction": true, "enableSentimentAnalysis": true, "enableKeywordExtraction": true, "maxSummaryLength": 500, "summaryStyle": "extractive" }, "qualityAssessment": { "enabled": true, "factors": { "relevance": 0.4, "authority": 0.3, "freshness": 0.2, "completeness": 0.1 }, "minimumScore": 0.6, "enableCredibilityCheck": true } }, "embedding": { "enabled": true, "provider": "local", "model": "sentence-transformers/all-MiniLM-L6-v2", "dimensions": 384, "batchSize": 32, "cache": { "enabled": true, "maxSize": 10000, "ttl": 86400 } }, "vectorDatabase": { "provider": "chroma", "host": "localhost", "port": 8000, "collections": { "search_results": { "distance": "cosine", "metadata": ["url", "title", "timestamp", "source"] }, "pdf_documents": { "distance": "cosine", "metadata": ["title", "authors", "doi", "publication_date"] } } }, "performance": { "concurrency": { "maxConcurrentRequests": 10, "maxConcurrentAnalysis": 5, "queueTimeout": 60000 }, "caching": { "enableQueryCache": true, "enableResultCache": true, "queryTtl": 3600, "resultTtl": 86400, "maxCacheSize": "1GB" }, "optimization": { "enableBatching": true, "batchSize": 10, "enableStreaming": true, "enableCompression": true } }, "monitoring": { "enabled": true, "metrics": { "responseTime": true, "accuracy": true, "cacheHitRate": true, "errorRate": true, "resourceUsage": true }, "logging": { "level": "info", "enableAILogs": true, "enablePerformanceLogs": true, "logRotation": true } } }

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