5 Commits (d0dc36ac0b014d27580f1a3dc87af7b981f18afa)

Author	SHA1	Message	Date
Rene Cannao	40b2608c2d	feat: Add configuration validation to AI_Features_Manager ... Add comprehensive validation for AI features configuration variables to prevent invalid states and improve error messages. Changes: - Add validate_url_format(): Checks for http:// or https:// prefix and host part - Add validate_api_key_format(): Validates API key format, checks for whitespace, minimum length, and incomplete key patterns (sk- with <20 chars, sk-ant- with <25 chars) - Add validate_numeric_range(): Validates numeric values are within min/max range - Add validate_provider_name(): Ensures provider is 'openai' or 'anthropic' - Update set_variable() to call validation functions before setting values Validated variables: - ai_nl2sql_provider: Must be 'openai' or 'anthropic' - ai_nl2sql_provider_url: Must have http:// or https:// prefix - ai_nl2sql_provider_key: No whitespace, minimum 10 chars - ai_nl2sql_cache_similarity_threshold: Range [0, 100] - ai_nl2sql_timeout_ms: Range [1000, 300000] (1 second to 5 minutes) - ai_nl2sql_max_cloud_requests_per_hour: Range [1, 10000] - ai_anomaly_similarity_threshold: Range [0, 100] - ai_anomaly_risk_threshold: Range [0, 100] - ai_anomaly_rate_limit: Range [1, 10000] - ai_vector_dimension: Range [128, 4096] This prevents misconfigurations and provides clear error messages to users when invalid values are provided. Fixes compilation issue by moving validation helper functions before set_variable() to resolve forward declaration errors.	2 months ago
Rene Cannao	897d306d2d	Refactor: Simplify NL2SQL to use only generic providers ... Remove Ollama-specific provider code and use only generic OpenAI-compatible and Anthropic-compatible providers. Ollama is now used via its OpenAI-compatible endpoint at /v1/chat/completions. Changes: - Remove LOCAL_OLLAMA from ModelProvider enum - Remove ai_nl2sql_ollama_model and ai_nl2sql_ollama_url variables - Remove call_ollama() function from LLM_Clients.cpp - Update default configuration to use OpenAI provider with Ollama URL - Update all documentation to reflect generic-only approach Configuration: - ai_nl2sql_provider: 'openai' or 'anthropic' (default: 'openai') - ai_nl2sql_provider_url: endpoint URL (default: Ollama OpenAI-compatible) - ai_nl2sql_provider_model: model name - ai_nl2sql_provider_key: API key (optional for local endpoints) This simplifies the codebase by removing a separate code path for Ollama and aligns with the goal of avoiding provider-specific variables.	2 months ago
Rene Cannao	1c7cd8c2b1	fix: Correct PROXY_DEBUG constant from AI_GENERIC to GENAI	2 months ago
Rene Cannao	fec7d64093	feat: Implement NL2SQL vector cache with GenAI embedding generation ... Implemented semantic caching for NL2SQL using sqlite-vec and GenAI module: Changes to lib/AI_Features_Manager.cpp: - Create virtual vec0 tables for similarity search: * nl2sql_cache_vec for NL2SQL cache * anomaly_patterns_vec for threat patterns * query_history_vec for query history Changes to include/NL2SQL_Converter.h: - Add get_query_embedding() method declaration Changes to lib/NL2SQL_Converter.cpp: - Add GenAI_Thread.h include and GloGATH extern - Implement get_query_embedding() - calls GloGATH->embed_documents() - Implement check_vector_cache() - sqlite-vec KNN search with cosine distance - Implement store_in_vector_cache() - stores embedding and updates vec table - Implement clear_cache() - deletes from both main and vec tables - Implement get_cache_stats() - returns cache entry/hit counts - Add vector_to_json() helper for sqlite-vec MATCH queries Features: - Uses GenAI module (llama-server) for embedding generation - Cosine similarity search via sqlite-vec vec_distance_cosine() - Configurable similarity threshold (ai_nl2sql_cache_similarity_threshold) - Automatic hit counting and timestamp tracking	2 months ago
Rene Cannao	d9346fe64d	feat: Add AI features manager foundation ... - Add AI_Features_Manager coordinator class - Add AI_Vector_Storage interface (stub) - Add Anomaly_Detector class (stub for Phase 3) - Update includes and main initialization	2 months ago