create more interfaces to decrease use of "any"

src/services/llm/agent_tools/index.ts

@@ -15,10 +15,20 @@ import contextService from '../context_service.js';
 import aiServiceManager from '../ai_service_manager.js';
 import log from '../../log.js';
 
+// Import interfaces
+import type {
+  IAgentToolsManager,
+  LLMServiceInterface,
+  IVectorSearchTool,
+  INoteNavigatorTool,
+  IQueryDecompositionTool,
+  IContextualThinkingTool
+} from '../interfaces/agent_tool_interfaces.js';
+
 /**
  * Manages all agent tools and provides a unified interface for the LLM agent
  */
-export class AgentToolsManager {
+export class AgentToolsManager implements IAgentToolsManager {
   private vectorSearchTool: VectorSearchTool | null = null;
   private noteNavigatorTool: NoteNavigatorTool | null = null;
   private queryDecompositionTool: QueryDecompositionTool | null = null;
@@ -29,7 +39,7 @@ export class AgentToolsManager {
     // Initialize tools only when requested to avoid circular dependencies
   }
 
-  async initialize(aiServiceManager: any): Promise<void> {
+  async initialize(aiServiceManager: LLMServiceInterface): Promise<void> {
     try {
       if (this.initialized) {
         return;
@@ -68,17 +78,17 @@ export class AgentToolsManager {
     }
 
     return {
-      vectorSearch: this.vectorSearchTool,
+      vectorSearch: this.vectorSearchTool as IVectorSearchTool,
-      noteNavigator: this.noteNavigatorTool,
+      noteNavigator: this.noteNavigatorTool as INoteNavigatorTool,
-      queryDecomposition: this.queryDecompositionTool,
+      queryDecomposition: this.queryDecompositionTool as IQueryDecompositionTool,
-      contextualThinking: this.contextualThinkingTool
+      contextualThinking: this.contextualThinkingTool as IContextualThinkingTool
     };
   }
 
   /**
    * Get the vector search tool
    */
-  getVectorSearchTool(): VectorSearchTool {
+  getVectorSearchTool(): IVectorSearchTool {
     if (!this.initialized || !this.vectorSearchTool) {
       throw new Error("Vector search tool not initialized");
     }
@@ -88,7 +98,7 @@ export class AgentToolsManager {
   /**
    * Get the note structure navigator tool
    */
-  getNoteNavigatorTool(): NoteNavigatorTool {
+  getNoteNavigatorTool(): INoteNavigatorTool {
     if (!this.initialized || !this.noteNavigatorTool) {
       throw new Error("Note navigator tool not initialized");
     }
@@ -98,7 +108,7 @@ export class AgentToolsManager {
   /**
    * Get the query decomposition tool
    */
-  getQueryDecompositionTool(): QueryDecompositionTool {
+  getQueryDecompositionTool(): IQueryDecompositionTool {
     if (!this.initialized || !this.queryDecompositionTool) {
       throw new Error("Query decomposition tool not initialized");
     }
@@ -108,7 +118,7 @@ export class AgentToolsManager {
   /**
    * Get the contextual thinking tool
    */
-  getContextualThinkingTool(): ContextualThinkingTool {
+  getContextualThinkingTool(): IContextualThinkingTool {
     if (!this.initialized || !this.contextualThinkingTool) {
       throw new Error("Contextual thinking tool not initialized");
     }

src/services/llm/ai_service_manager.ts

@@ -10,9 +10,15 @@ import indexService from './index_service.js';
 import { getEmbeddingProvider, getEnabledEmbeddingProviders } from './providers/providers.js';
 import agentTools from './agent_tools/index.js';
 
-type ServiceProviders = 'openai' | 'anthropic' | 'ollama';
+// Import interfaces
+import type {
+  ServiceProviders,
+  IAIServiceManager,
+  ProviderMetadata
+} from './interfaces/ai_service_interfaces.js';
+import type { NoteSearchResult } from './interfaces/context_interfaces.js';
 
-export class AIServiceManager {
+export class AIServiceManager implements IAIServiceManager {
     private services: Record<ServiceProviders, AIService> = {
         openai: new OpenAIService(),
         anthropic: new AnthropicService(),
@@ -406,28 +412,96 @@ export class AIServiceManager {
     }
 
     /**
-     * Get context enhanced with agent tools
+     * Get context from agent tools
      */
     async getAgentToolsContext(
         noteId: string,
         query: string,
         showThinking: boolean = false,
-        relevantNotes: Array<any> = []
+        relevantNotes: NoteSearchResult[] = []
     ): Promise<string> {
-        // Just use the context service directly
         try {
-            const cs = (await import('./context/modules/context_service.js')).default;
+            if (!this.getAIEnabled()) {
-            return cs.getAgentToolsContext(
+                return '';
-                noteId,
+            }
-                query,
+
-                showThinking,
+            await this.initializeAgentTools();
-                relevantNotes
+            return await contextService.getAgentToolsContext(noteId, query, showThinking);
-            );
         } catch (error) {
-            log.error(`Error in AIServiceManager.getAgentToolsContext: ${error}`);
+            log.error(`Error getting agent tools context: ${error}`);
-            return `Error generating enhanced context: ${error}`;
+            return '';
         }
     }
+
+    /**
+     * Get AI service for the given provider
+     */
+    getService(provider?: string): AIService {
+        this.ensureInitialized();
+
+        // If provider is specified, try to use it
+        if (provider && this.services[provider as ServiceProviders]?.isAvailable()) {
+            return this.services[provider as ServiceProviders];
+        }
+
+        // Otherwise, use the first available provider in the configured order
+        for (const providerName of this.providerOrder) {
+            const service = this.services[providerName];
+            if (service.isAvailable()) {
+                return service;
+            }
+        }
+
+        // If no provider is available, use first one anyway (it will throw an error)
+        // This allows us to show a proper error message rather than "provider not found"
+        return this.services[this.providerOrder[0]];
+    }
+
+    /**
+     * Get the preferred provider based on configuration
+     */
+    getPreferredProvider(): string {
+        this.ensureInitialized();
+
+        // Return the first available provider in the order
+        for (const providerName of this.providerOrder) {
+            if (this.services[providerName].isAvailable()) {
+                return providerName;
+            }
+        }
+
+        // Return the first provider as fallback
+        return this.providerOrder[0];
+    }
+
+    /**
+     * Check if a specific provider is available
+     */
+    isProviderAvailable(provider: string): boolean {
+        return this.services[provider as ServiceProviders]?.isAvailable() ?? false;
+    }
+
+    /**
+     * Get metadata about a provider
+     */
+    getProviderMetadata(provider: string): ProviderMetadata | null {
+        const service = this.services[provider as ServiceProviders];
+        if (!service) {
+            return null;
+        }
+
+        return {
+            name: provider,
+            capabilities: {
+                chat: true,
+                embeddings: provider !== 'anthropic', // Anthropic doesn't have embeddings
+                streaming: true,
+                functionCalling: provider === 'openai' // Only OpenAI has function calling
+            },
+            models: ['default'], // Placeholder, could be populated from the service
+            defaultModel: 'default'
+        };
+    }
 }
 
 // Don't create singleton immediately, use a lazy-loading pattern
@@ -493,7 +567,7 @@ export default {
         noteId: string,
         query: string,
         showThinking: boolean = false,
-        relevantNotes: Array<any> = []
+        relevantNotes: NoteSearchResult[] = []
     ): Promise<string> {
         return getInstance().getAgentToolsContext(
             noteId,
@@ -501,6 +575,19 @@ export default {
             showThinking,
             relevantNotes
         );
+    },
+    // New methods
+    getService(provider?: string): AIService {
+        return getInstance().getService(provider);
+    },
+    getPreferredProvider(): string {
+        return getInstance().getPreferredProvider();
+    },
+    isProviderAvailable(provider: string): boolean {
+        return getInstance().isProviderAvailable(provider);
+    },
+    getProviderMetadata(provider: string): ProviderMetadata | null {
+        return getInstance().getProviderMetadata(provider);
     }
 };
 

src/services/llm/context/modules/cache_manager.ts

@@ -1,21 +1,16 @@
 import log from '../../../log.js';
+import type { ICacheManager, CachedNoteData, CachedQueryResults } from '../../interfaces/context_interfaces.js';
 
 /**
  * Manages caching for context services
  * Provides a centralized caching system to avoid redundant operations
  */
-export class CacheManager {
+export class CacheManager implements ICacheManager {
     // Cache for recently used context to avoid repeated embedding lookups
-    private noteDataCache = new Map<string, {
+    private noteDataCache = new Map<string, CachedNoteData<unknown>>();
-        timestamp: number,
-        data: any
-    }>();
 
     // Cache for recently used queries
-    private queryCache = new Map<string, {
+    private queryCache = new Map<string, CachedQueryResults<unknown>>();
-        timestamp: number,
-        results: any
-    }>();
 
     // Default cache expiry (5 minutes)
     private defaultCacheExpiryMs = 5 * 60 * 1000;
@@ -57,13 +52,13 @@ export class CacheManager {
     /**
      * Get cached note data
      */
-    getNoteData(noteId: string, type: string): any | null {
+    getNoteData<T>(noteId: string, type: string): T | null {
         const key = `${noteId}:${type}`;
         const cached = this.noteDataCache.get(key);
 
         if (cached && Date.now() - cached.timestamp < this.defaultCacheExpiryMs) {
             log.info(`Cache hit for note data: ${key}`);
-            return cached.data;
+            return cached.data as T;
         }
 
         return null;
@@ -72,7 +67,7 @@ export class CacheManager {
     /**
      * Store note data in cache
      */
-    storeNoteData(noteId: string, type: string, data: any): void {
+    storeNoteData<T>(noteId: string, type: string, data: T): void {
         const key = `${noteId}:${type}`;
         this.noteDataCache.set(key, {
             timestamp: Date.now(),
@@ -84,13 +79,13 @@ export class CacheManager {
     /**
      * Get cached query results
      */
-    getQueryResults(query: string, contextNoteId: string | null = null): any | null {
+    getQueryResults<T>(query: string, contextNoteId: string | null = null): T | null {
         const key = JSON.stringify({ query, contextNoteId });
         const cached = this.queryCache.get(key);
 
         if (cached && Date.now() - cached.timestamp < this.defaultCacheExpiryMs) {
             log.info(`Cache hit for query: ${query}`);
-            return cached.results;
+            return cached.results as T;
         }
 
         return null;
@@ -99,7 +94,7 @@ export class CacheManager {
     /**
      * Store query results in cache
      */
-    storeQueryResults(query: string, results: any, contextNoteId: string | null = null): void {
+    storeQueryResults<T>(query: string, results: T, contextNoteId: string | null = null): void {
         const key = JSON.stringify({ query, contextNoteId });
         this.queryCache.set(key, {
             timestamp: Date.now(),

src/services/llm/context/modules/context_formatter.ts

@@ -1,6 +1,7 @@
 import sanitizeHtml from 'sanitize-html';
 import log from '../../../log.js';
 import { CONTEXT_PROMPTS } from '../../constants/llm_prompt_constants.js';
+import type { IContextFormatter, NoteSearchResult } from '../../interfaces/context_interfaces.js';
 
 // Constants for context window sizes, defines in-module to avoid circular dependencies
 const CONTEXT_WINDOW = {
@@ -11,20 +12,23 @@ const CONTEXT_WINDOW = {
 };
 
 /**
- * Provides utilities for formatting context for LLM consumption
+ * Formats context data for LLM consumption
+ *
+ * This service is responsible for formatting note data into a structured
+ * format that can be efficiently processed by the LLM.
  */
-export class ContextFormatter {
+export class ContextFormatter implements IContextFormatter {
     /**
-     * Build context string from retrieved notes
+     * Build a structured context string from note sources
      *
-     * @param sources - Array of notes or content sources
+     * @param sources Array of note data with content and metadata
-     * @param query - The original user query
+     * @param query The user's query for context
-     * @param providerId - The LLM provider to format for
+     * @param providerId Optional provider ID to customize formatting
      * @returns Formatted context string
      */
-    async buildContextFromNotes(sources: any[], query: string, providerId: string = 'default'): Promise<string> {
+    async buildContextFromNotes(sources: NoteSearchResult[], query: string, providerId: string = 'default'): Promise<string> {
         if (!sources || sources.length === 0) {
-            // Return a default context from constants instead of empty string
+            log.info('No sources provided to context formatter');
             return CONTEXT_PROMPTS.NO_NOTES_CONTEXT;
         }
 
@@ -38,13 +42,13 @@ export class ContextFormatter {
 
             // DEBUG: Log context window size
             log.info(`Context window for provider ${providerId}: ${maxTotalLength} chars`);
-            log.info(`Building context from ${sources.length} sources for query: "${query.substring(0, 50)}..."`);
+            log.info(`Formatting context from ${sources.length} sources for query: "${query.substring(0, 50)}..."`);
 
             // Use a format appropriate for the model family
             const isAnthropicFormat = providerId === 'anthropic';
 
             // Start with different headers based on provider
-            let context = isAnthropicFormat
+            let formattedContext = isAnthropicFormat
                 ? CONTEXT_PROMPTS.CONTEXT_HEADERS.ANTHROPIC(query)
                 : CONTEXT_PROMPTS.CONTEXT_HEADERS.DEFAULT(query);
 
@@ -56,7 +60,7 @@ export class ContextFormatter {
             }
 
             // Track total size to avoid exceeding model context window
-            let totalSize = context.length;
+            let totalSize = formattedContext.length;
             const formattedSources: string[] = [];
 
             // DEBUG: Track stats for logging
@@ -119,7 +123,7 @@ export class ContextFormatter {
             log.info(`Context size so far: ${totalSize}/${maxTotalLength} chars (${(totalSize/maxTotalLength*100).toFixed(2)}% of limit)`);
 
             // Add the formatted sources to the context
-            context += formattedSources.join('\n');
+            formattedContext += formattedSources.join('\n');
 
             // Add closing to provide instructions to the AI
             const closing = isAnthropicFormat
@@ -128,13 +132,13 @@ export class ContextFormatter {
 
             // Check if adding the closing would exceed our limit
             if (totalSize + closing.length <= maxTotalLength) {
-                context += closing;
+                formattedContext += closing;
             }
 
             // DEBUG: Log final context size
-            log.info(`Final context: ${context.length} chars, ${formattedSources.length} sources included`);
+            log.info(`Final context: ${formattedContext.length} chars, ${formattedSources.length} sources included`);
 
-            return context;
+            return formattedContext;
         } catch (error) {
             log.error(`Error building context from notes: ${error}`);
             return CONTEXT_PROMPTS.ERROR_FALLBACK_CONTEXT;

src/services/llm/interfaces/agent_tool_interfaces.ts

@@ -0,0 +1,147 @@
+import type { ChatResponse } from '../ai_interface.js';
+import type { VectorSearchResult } from '../agent_tools/vector_search_tool.js';
+import type { NoteInfo, NotePathInfo, NoteHierarchyLevel } from '../agent_tools/note_navigator_tool.js';
+import type { DecomposedQuery, SubQuery } from '../agent_tools/query_decomposition_tool.js';
+import type { ThinkingProcess, ThinkingStep } from '../agent_tools/contextual_thinking_tool.js';
+import type BAttribute from '../../../becca/entities/battribute.js';
+
+/**
+ * Interface for the AI service used by agent tools
+ */
+export interface LLMServiceInterface {
+  generateChatCompletion(messages: Array<{
+    role: 'user' | 'assistant' | 'system';
+    content: string;
+  }>, options?: {
+    temperature?: number;
+    maxTokens?: number;
+    model?: string;
+    stream?: boolean;
+    systemPrompt?: string;
+  }): Promise<ChatResponse>;
+}
+
+/**
+ * Interface for tool initialization
+ */
+export interface AgentToolInitializationParams {
+  aiServiceManager: LLMServiceInterface;
+}
+
+/**
+ * Interface for agent tool manager
+ */
+export interface IAgentToolsManager {
+  initialize(aiServiceManager: LLMServiceInterface): Promise<void>;
+  isInitialized(): boolean;
+  getAllTools(): {
+    vectorSearch: IVectorSearchTool;
+    noteNavigator: INoteNavigatorTool;
+    queryDecomposition: IQueryDecompositionTool;
+    contextualThinking: IContextualThinkingTool;
+  };
+  getVectorSearchTool(): IVectorSearchTool;
+  getNoteNavigatorTool(): INoteNavigatorTool;
+  getQueryDecompositionTool(): IQueryDecompositionTool;
+  getContextualThinkingTool(): IContextualThinkingTool;
+}
+
+/**
+ * Interface for context service used by vector search
+ */
+export interface IContextService {
+  findRelevantNotesMultiQuery(queries: string[], contextNoteId: string | null, limit: number): Promise<VectorSearchResult[]>;
+  processQuery(userQuestion: string, llmService: LLMServiceInterface, contextNoteId: string | null, showThinking: boolean): Promise<{
+    context: string;
+    sources: Array<{
+      noteId: string;
+      title: string;
+      similarity: number;
+    }>;
+    thinking?: string;
+  }>;
+}
+
+/**
+ * Interface for vector search tool
+ */
+export interface IVectorSearchTool {
+  setContextService(contextService: IContextService): void;
+  search(
+    query: string,
+    contextNoteId?: string,
+    searchOptions?: {
+      limit?: number;
+      threshold?: number;
+      includeContent?: boolean;
+    }
+  ): Promise<VectorSearchResult[]>;
+  searchNotes(query: string, options?: {
+    parentNoteId?: string;
+    maxResults?: number;
+    similarityThreshold?: number;
+  }): Promise<VectorSearchResult[]>;
+  searchContentChunks(query: string, options?: {
+    noteId?: string;
+    maxResults?: number;
+    similarityThreshold?: number;
+  }): Promise<VectorSearchResult[]>;
+  explainResults(query: string, results: VectorSearchResult[]): string;
+}
+
+/**
+ * Interface for note navigator tool
+ */
+export interface INoteNavigatorTool {
+  getNoteInfo(noteId: string): NoteInfo | null;
+  getNotePathsFromRoot(noteId: string): NotePathInfo[];
+  getNoteHierarchy(noteId: string, depth?: number): NoteHierarchyLevel | null;
+  getNoteAttributes(noteId: string): BAttribute[];
+  findPathBetweenNotes(fromNoteId: string, toNoteId: string): NotePathInfo | null;
+  searchNotesByTitle(searchTerm: string, limit?: number): NoteInfo[];
+  getNoteClones(noteId: string): Promise<NoteInfo[]>;
+  getNoteContextDescription(noteId: string): Promise<string>;
+  getNoteStructure(noteId: string): Promise<{
+    noteId: string;
+    title: string;
+    type: string;
+    childCount: number;
+    attributes: Array<{name: string, value: string}>;
+    parentPath: Array<{title: string, noteId: string}>;
+  }>;
+  getChildNotes(noteId: string, limit?: number): Promise<Array<{noteId: string, title: string}>>;
+  getParentNotes(noteId: string): Promise<Array<{noteId: string, title: string}>>;
+  getLinkedNotes(noteId: string, limit?: number): Promise<Array<{noteId: string, title: string, direction: 'from'|'to'}>>;
+  getNotePath(noteId: string): Promise<string>;
+}
+
+/**
+ * Interface for query decomposition tool
+ */
+export interface IQueryDecompositionTool {
+  decomposeQuery(query: string, context?: string): DecomposedQuery;
+  updateSubQueryAnswer(decomposedQuery: DecomposedQuery, subQueryId: string, answer: string): DecomposedQuery;
+  synthesizeAnswer(decomposedQuery: DecomposedQuery): string;
+  getQueryStatus(decomposedQuery: DecomposedQuery): string;
+  assessQueryComplexity(query: string): number;
+  generateSubQueryId(): string;
+  createSubQueries(query: string, context?: string): SubQuery[];
+}
+
+/**
+ * Interface for contextual thinking tool
+ */
+export interface IContextualThinkingTool {
+  startThinking(query: string): string;
+  addThinkingStep(
+    processId: string,
+    step: Omit<ThinkingStep, 'id'>,
+    parentId?: string
+  ): string;
+  completeThinking(processId?: string): ThinkingProcess | null;
+  getThinkingProcess(processId: string): ThinkingProcess | null;
+  getActiveThinkingProcess(): ThinkingProcess | null;
+  visualizeThinking(thinkingId: string): string;
+  getThinkingSummary(thinkingId: string): string;
+  resetActiveThinking(): void;
+}

src/services/llm/interfaces/ai_service_interfaces.ts

@@ -0,0 +1,52 @@
+import type { AIService, Message, ChatCompletionOptions, ChatResponse } from '../ai_interface.js';
+
+/**
+ * Interface for any LLM provider metadata
+ */
+export interface ProviderMetadata {
+  name: string;
+  capabilities: {
+    chat: boolean;
+    embeddings: boolean;
+    streaming: boolean;
+    functionCalling?: boolean;
+  };
+  models: string[];
+  defaultModel?: string;
+}
+
+/**
+ * Interface for AI service manager configuration
+ */
+export interface AIServiceManagerConfig {
+  defaultProvider?: string;
+  fallbackProviders?: string[];
+  customModels?: Record<string, string>;
+}
+
+/**
+ * Interface for managing AI service providers
+ */
+export interface IAIServiceManager {
+  getService(provider?: string): AIService;
+  getAvailableProviders(): string[];
+  getPreferredProvider(): string;
+  isProviderAvailable(provider: string): boolean;
+  getProviderMetadata(provider: string): ProviderMetadata | null;
+  getAIEnabled(): boolean;
+}
+
+/**
+ * Type for service providers
+ */
+export type ServiceProviders = 'openai' | 'anthropic' | 'ollama';
+
+/**
+ * LLM model configuration
+ */
+export interface ModelConfig {
+  provider: string;
+  model: string;
+  maxTokens?: number;
+  temperature?: number;
+}

src/services/llm/interfaces/context_interfaces.ts

@@ -0,0 +1,94 @@
+/**
+ * Interface for note data in cache
+ */
+export interface CachedNoteData<T> {
+  timestamp: number;
+  data: T;
+}
+
+/**
+ * Interface for query results in cache
+ */
+export interface CachedQueryResults<T> {
+  timestamp: number;
+  results: T;
+}
+
+/**
+ * Interface for cache manager
+ */
+export interface ICacheManager {
+  getNoteData<T>(noteId: string, type: string): T | null;
+  storeNoteData<T>(noteId: string, type: string, data: T): void;
+  getQueryResults<T>(query: string, contextNoteId: string | null): T | null;
+  storeQueryResults<T>(query: string, results: T, contextNoteId: string | null): void;
+  cleanupCache(): void;
+  clearAllCaches(): void;
+}
+
+/**
+ * Interface for note data in search results
+ */
+export interface NoteSearchResult {
+  noteId: string;
+  title: string;
+  content?: string;
+  type?: string;
+  mime?: string;
+  similarity: number;
+  parentId?: string;
+  parentTitle?: string;
+  dateCreated?: string;
+  dateModified?: string;
+}
+
+/**
+ * Interface for context formatter
+ */
+export interface IContextFormatter {
+  buildContextFromNotes(sources: NoteSearchResult[], query: string, providerId?: string): Promise<string>;
+}
+
+/**
+ * Interface for query enhancer
+ */
+export interface IQueryEnhancer {
+  generateSearchQueries(userQuestion: string, llmService: {
+    generateChatCompletion: (messages: Array<{
+      role: 'user' | 'assistant' | 'system';
+      content: string;
+    }>, options?: {
+      temperature?: number;
+      maxTokens?: number;
+    }) => Promise<{
+      text: string;
+    }>;
+  }): Promise<string[]>;
+}
+
+/**
+ * Interface for content chunk
+ */
+export interface ContentChunk {
+  content: string;
+  metadata?: Record<string, unknown>;
+}
+
+/**
+ * Interface for note chunk
+ */
+export interface NoteChunk {
+  noteId: string;
+  title: string;
+  content: string;
+  type?: string;
+  metadata?: Record<string, unknown>;
+}
+
+/**
+ * Interface for content chunking service
+ */
+export interface IContentChunker {
+  chunkContent(content: string, metadata?: Record<string, unknown>): ContentChunk[];
+  chunkNoteContent(noteId: string, content: string, title: string): Promise<NoteChunk[]>;
+}