From 3f0426ecf4730545a4d3ecb2183f8ab139117a41 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?=E2=80=9CBeeRad=E2=80=9D?= Date: Mon, 12 Jan 2026 20:59:27 +1100 Subject: [PATCH] sync: Agent Architecture Overhaul - AI SDK 6 + workflow optimization MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Synced from private repo (feature/ai-sdk-6-upgrade): - Upgrade AI SDK 5 β†’ 6 (packages + API changes) - Add sqliteQuery tool for flexible read-only queries - New WorkflowExecutor with workflow-specific tools - 83% token reduction for workflow execution - Remove mini-rah dead code (simplified architecture) - Add context management usage endpoint - Fix Connect workflow instructions - Clickable node references in workflow UI Co-Authored-By: Claude Opus 4.5 --- app/api/rah/chat/route.ts | 4 +- app/api/rah/usage/route.ts | 28 + app/api/workflows/execute/route.ts | 6 +- package-lock.json | 4317 ++++++++++++----- package.json | 16 +- src/components/agents/AgentsPanel.tsx | 21 +- src/components/agents/hooks/useSSEChat.ts | 16 +- src/components/helpers/NodeLabelRenderer.tsx | 2 +- src/config/prompts/rah-mini.ts | 26 - src/config/prompts/wise-rah.ts | 44 - src/config/prompts/workflow-executor.ts | 12 + src/config/workflows/connect.ts | 26 +- src/services/agents/delegation.ts | 2 +- src/services/agents/executor.ts | 423 -- src/services/agents/registry.ts | 38 +- ...wiseRAHExecutor.ts => workflowExecutor.ts} | 352 +- src/services/helpers/contextBuilder.ts | 44 +- src/services/workflows/registry.ts | 12 + src/services/workflows/types.ts | 4 + src/services/workflows/workflowFileService.ts | 12 +- src/tools/infrastructure/groups.ts | 5 +- src/tools/infrastructure/registry.ts | 42 +- src/tools/orchestration/delegateToMiniRAH.ts | 221 - src/tools/orchestration/delegateToWiseRAH.ts | 4 +- src/tools/orchestration/delegationHelpers.ts | 60 - src/tools/orchestration/executeWorkflow.ts | 4 +- src/tools/other/sqliteQuery.ts | 145 + 27 files changed, 3607 insertions(+), 2279 deletions(-) create mode 100644 app/api/rah/usage/route.ts delete mode 100644 src/config/prompts/rah-mini.ts delete mode 100644 src/config/prompts/wise-rah.ts create mode 100644 src/config/prompts/workflow-executor.ts delete mode 100644 src/services/agents/executor.ts rename src/services/agents/{wiseRAHExecutor.ts => workflowExecutor.ts} (53%) delete mode 100644 src/tools/orchestration/delegateToMiniRAH.ts delete mode 100644 src/tools/orchestration/delegationHelpers.ts create mode 100644 src/tools/other/sqliteQuery.ts diff --git a/app/api/rah/chat/route.ts b/app/api/rah/chat/route.ts index f174202..d10bd45 100644 --- a/app/api/rah/chat/route.ts +++ b/app/api/rah/chat/route.ts @@ -1,5 +1,5 @@ import { NextRequest } from 'next/server'; -import { streamText, convertToCoreMessages } from 'ai'; +import { streamText, convertToModelMessages } from 'ai'; import { createAnthropic } from '@ai-sdk/anthropic'; import { createOpenAI } from '@ai-sdk/openai'; import { getHelperTools, getDefaultToolNamesForRole } from '@/tools/infrastructure/registry'; @@ -265,7 +265,7 @@ export async function POST(request: NextRequest) { } : {}) })); - const coreMessages = convertToCoreMessages(sanitizedMessages); + const coreMessages = await convertToModelMessages(sanitizedMessages); const allMessages = [...systemMessages, ...coreMessages]; // Debug logging (can be removed in production) diff --git a/app/api/rah/usage/route.ts b/app/api/rah/usage/route.ts new file mode 100644 index 0000000..1092cf3 --- /dev/null +++ b/app/api/rah/usage/route.ts @@ -0,0 +1,28 @@ +import { NextRequest } from 'next/server'; +import { getSQLiteClient } from '@/services/database/sqlite-client'; + +export async function GET(request: NextRequest) { + const sessionId = request.nextUrl.searchParams.get('sessionId'); + + if (!sessionId) { + return Response.json({ inputTokens: 0 }); + } + + try { + const sqlite = getSQLiteClient(); + const row = sqlite.prepare(` + SELECT json_extract(metadata, '$.input_tokens') as input_tokens + FROM chats + WHERE thread_id LIKE ? + ORDER BY created_at DESC + LIMIT 1 + `).get(`%${sessionId}%`) as { input_tokens: number | null } | undefined; + + return Response.json({ + inputTokens: row?.input_tokens ?? 0 + }); + } catch (error) { + console.error('Usage fetch error:', error); + return Response.json({ inputTokens: 0 }); + } +} diff --git a/app/api/workflows/execute/route.ts b/app/api/workflows/execute/route.ts index bde12b9..a4346a9 100644 --- a/app/api/workflows/execute/route.ts +++ b/app/api/workflows/execute/route.ts @@ -2,7 +2,7 @@ import { NextRequest, NextResponse } from 'next/server'; import { WorkflowRegistry } from '@/services/workflows/registry'; import { getSQLiteClient } from '@/services/database/sqlite-client'; import { AgentDelegationService } from '@/services/agents/delegation'; -import { WiseRAHExecutor } from '@/services/agents/wiseRAHExecutor'; +import { WorkflowExecutor } from '@/services/agents/workflowExecutor'; import { getAutoContextSummaries } from '@/services/context/autoContext'; export async function POST(request: NextRequest) { @@ -112,12 +112,12 @@ ${nodeId ? `Target Node ID: ${nodeId}` : 'No specific node targeted (general wor task, context: contextLines, expectedOutcome: workflow.expectedOutcome, - agentType: 'wise-rah', + agentType: 'workflow', supabaseToken: null, }); // Fire-and-forget execution - void WiseRAHExecutor.execute({ + void WorkflowExecutor.execute({ sessionId: delegation.sessionId, task, context: contextLines, diff --git a/package-lock.json b/package-lock.json index e117d92..f42b047 100644 --- a/package-lock.json +++ b/package-lock.json @@ -9,28 +9,28 @@ "version": "0.1.0", "license": "MIT", "dependencies": { - "@ai-sdk/anthropic": "^2.0.27", - "@ai-sdk/openai": "^2.0.22", - "@ai-sdk/react": "^2.0.26", + "@ai-sdk/anthropic": "^3.0.9", + "@ai-sdk/openai": "^3.0.7", + "@ai-sdk/react": "^3.0.29", "@langchain/core": "^1.0.1", - "@langchain/textsplitters": "^0.1.0", + "@langchain/textsplitters": "^1.0.1", "@radix-ui/react-checkbox": "^1.1.1", "@radix-ui/react-dropdown-menu": "^2.1.1", "@radix-ui/react-label": "^2.1.0", "@radix-ui/react-slot": "^1.1.0", - "ai": "^5.0.68", + "ai": "^6.0.27", "better-sqlite3": "^12.2.0", "cheerio": "^1.1.2", "class-variance-authority": "^0.7.0", "clsx": "^2.1.1", "lucide-react": "^0.468.0", - "next": "latest", + "next": "15.1.3", "next-themes": "^0.4.3", "openai": "^4.103.0", "pdf-parse": "^1.1.1", "pdfjs-dist": "^5.4.296", - "react": "19.0.0", - "react-dom": "19.0.0", + "react": "^19.0.1", + "react-dom": "^19.0.1", "tailwind-merge": "^2.5.2", "uuid": "^11.1.0", "youtube-captions-scraper": "^2.0.3", @@ -48,47 +48,24 @@ "autoprefixer": "^10.4.20", "esbuild": "^0.23.1", "eslint": "^8.57.0", - "eslint-config-next": "latest", + "eslint-config-next": "15.1.3", "postcss": "^8.4.49", "prettier": "^3.3.3", "tailwindcss": "^3.4.17", "tailwindcss-animate": "^1.0.7", - "typescript": 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"resolved": "https://registry.npmjs.org/wrappy/-/wrappy-1.0.2.tgz", @@ -9757,9 +11804,9 @@ } }, "node_modules/youtube-transcript-plus": { - "version": "1.1.1", - "resolved": "https://registry.npmjs.org/youtube-transcript-plus/-/youtube-transcript-plus-1.1.1.tgz", - "integrity": "sha512-KmAcn7eBPMgSnPJosCaaRp6/eqOAXk9p5f5ExBf+aD0M74Hud5RzbwHVoFpR5wOS++QqrrFaFhq9eiaWqWDlXg==", + "version": "1.1.2", + "resolved": "https://registry.npmjs.org/youtube-transcript-plus/-/youtube-transcript-plus-1.1.2.tgz", + "integrity": "sha512-bLlqkA6gVVUorZpcc+THuECXyAwOpnHqW2lOav9g6gGovxAP3FCD8s9GBFVjmSl3cWWwwPPXtG/zY1nD+GvQ7A==", "license": "MIT", "engines": { "node": ">=18.0.0" diff --git a/package.json b/package.json index 720c0ed..ad5f10d 100644 --- a/package.json +++ b/package.json @@ -21,16 +21,16 @@ "evals": "RAH_EVALS_LOG=1 tsx tests/evals/runner.ts" }, "dependencies": { - "@ai-sdk/anthropic": "^2.0.27", - "@ai-sdk/openai": "^2.0.22", - "@ai-sdk/react": "^2.0.26", - "@langchain/core": "^0.3.0", - "@langchain/textsplitters": "^0.1.0", + "@ai-sdk/anthropic": "^3.0.9", + "@ai-sdk/openai": "^3.0.7", + "@ai-sdk/react": "^3.0.29", + "@langchain/core": "^1.0.1", + "@langchain/textsplitters": "^1.0.1", "@radix-ui/react-checkbox": "^1.1.1", "@radix-ui/react-dropdown-menu": "^2.1.1", "@radix-ui/react-label": "^2.1.0", "@radix-ui/react-slot": "^1.1.0", - "ai": "^5.0.68", + "ai": "^6.0.27", "better-sqlite3": "^12.2.0", "cheerio": "^1.1.2", "class-variance-authority": "^0.7.0", @@ -41,8 +41,8 @@ "openai": "^4.103.0", "pdf-parse": "^1.1.1", "pdfjs-dist": "^5.4.296", - "react": "19.0.0", - "react-dom": "19.0.0", + "react": "^19.0.1", + "react-dom": "^19.0.1", "tailwind-merge": "^2.5.2", "uuid": "^11.1.0", "youtube-captions-scraper": "^2.0.3", diff --git a/src/components/agents/AgentsPanel.tsx b/src/components/agents/AgentsPanel.tsx index 8275a6b..a45c1a3 100644 --- a/src/components/agents/AgentsPanel.tsx +++ b/src/components/agents/AgentsPanel.tsx @@ -7,6 +7,7 @@ import QuickAddStatus from './QuickAddStatus'; import { Zap, Flame, Minimize2 } from 'lucide-react'; import type { AgentDelegation } from '@/services/agents/delegation'; import { Node } from '@/types/database'; +import { parseAndRenderContent } from '@/components/helpers/NodeLabelRenderer'; interface AgentsPanelProps { openTabsData: Node[]; @@ -509,6 +510,7 @@ export default function AgentsPanel({ openTabsData, activeTabId, activeDimension return rest; }); }} + onNodeClick={onNodeClick} /> )} @@ -522,6 +524,7 @@ export default function AgentsPanel({ openTabsData, activeTabId, activeDimension setActiveAgentTab('workflows')} + onNodeClick={onNodeClick} /> ) : ( void }) { +function DelegationSummaryView({ delegation, onBack, onNodeClick }: { delegation: AgentDelegation; onBack?: () => void; onNodeClick?: (nodeId: number) => void }) { const isSuccess = delegation.status === 'completed'; const statusColor = isSuccess ? '#22c55e' : '#ff6b6b'; const statusLabel = isSuccess ? 'Completed' : 'Failed'; @@ -748,7 +751,7 @@ function DelegationSummaryView({ delegation, onBack }: { delegation: AgentDelega lineHeight: '1.6', whiteSpace: 'pre-wrap' }}> - {delegation.summary} + {parseAndRenderContent(delegation.summary || '', onNodeClick)} )} @@ -771,11 +774,13 @@ function DelegationSummaryView({ delegation, onBack }: { delegation: AgentDelega function WorkflowsListView({ delegations, onSelectDelegation, - onDeleteDelegation + onDeleteDelegation, + onNodeClick }: { delegations: AgentDelegation[]; onSelectDelegation: (sessionId: string) => void; onDeleteDelegation: (sessionId: string) => void; + onNodeClick?: (nodeId: number) => void; }) { const activeDelegations = delegations.filter(d => d.status === 'queued' || d.status === 'in_progress'); const completedDelegations = delegations.filter(d => d.status === 'completed' || d.status === 'failed'); @@ -863,6 +868,7 @@ function WorkflowsListView({ statusLabel={label} onSelect={() => onSelectDelegation(delegation.sessionId)} onDelete={() => onDeleteDelegation(delegation.sessionId)} + onNodeClick={onNodeClick} /> ); })} @@ -887,6 +893,7 @@ function WorkflowsListView({ statusLabel={label} onSelect={() => onSelectDelegation(delegation.sessionId)} onDelete={() => onDeleteDelegation(delegation.sessionId)} + onNodeClick={onNodeClick} /> ); })} @@ -903,13 +910,15 @@ function WorkflowCard({ statusColor, statusLabel, onSelect, - onDelete + onDelete, + onNodeClick }: { delegation: AgentDelegation; statusColor: string; statusLabel: string; onSelect: () => void; onDelete: () => void; + onNodeClick?: (nodeId: number) => void; }) { const isActive = delegation.status === 'in_progress' || delegation.status === 'queued'; @@ -1009,7 +1018,7 @@ function WorkflowCard({ textOverflow: 'ellipsis', whiteSpace: 'nowrap' }}> - {delegation.summary} + {parseAndRenderContent(delegation.summary, onNodeClick)} )} @@ -1084,7 +1093,7 @@ function DelegationDetailView({ {/* RAHChat for streaming */} -
+
string | null | undefined; beforeRequest?: () => boolean; onRequestError?: (error: unknown, response?: Response) => boolean | void; onStreamComplete?: () => void | Promise; + onUsageUpdate?: (usage: UsageData) => void; } export function useSSEChat( @@ -44,7 +50,7 @@ export function useSSEChat( setMessages: (updater: (prev: ChatMessage[]) => ChatMessage[]) => void, options: UseSSEChatOptions = {} ) { - const { getAuthToken, beforeRequest, onRequestError, onStreamComplete } = options; + const { getAuthToken, beforeRequest, onRequestError, onStreamComplete, onUsageUpdate } = options; const [isLoading, setIsLoading] = useState(false); const [error, setError] = useState(null); const abortControllerRef = useRef(null); @@ -182,6 +188,14 @@ export function useSSEChat( setMessages((prev) => [...prev, newAssistantMessage]); } } + + // Capture usage data from finish event (if AI SDK sends it) + if (data.type === 'finish' && data.usage) { + onUsageUpdate?.({ + inputTokens: data.usage.promptTokens ?? data.usage.inputTokens ?? 0, + outputTokens: data.usage.completionTokens ?? data.usage.outputTokens ?? 0 + }); + } } catch { // ignore malformed lines } diff --git a/src/components/helpers/NodeLabelRenderer.tsx b/src/components/helpers/NodeLabelRenderer.tsx index dd6c0a1..9e26f2b 100644 --- a/src/components/helpers/NodeLabelRenderer.tsx +++ b/src/components/helpers/NodeLabelRenderer.tsx @@ -45,7 +45,7 @@ function NodeLabel({ id, title, dimensions, onNodeClick }: NodeLabelProps) { verticalAlign: 'baseline' }} > - #{id} + {id} {/* Non-clickable title - bold and underlined */} -Actions: -Result: -Node: <[NODE:id:"title"] or "None"> -Context sources used: -Follow-up: - -Additional guidance: -- If no dimensions were provided, choose reasonable defaults (you may proceed without asking the user). -- For TLDR or quote-heavy tasks, use read-only tools (searchContentEmbeddings, queryNodes, webSearch when relevant) before summarising and include verbatim snippets when the task requires them. -- If the capsule lists node IDs, call getNodesById first to hydrate the records; only use queryNodes/searchContentEmbeddings when you must discover additional material beyond the provided nodes. -- Treat any context lines beginning with "NODE " or "SOURCE" as authoritative excerptsβ€”use them directly instead of re-querying the numeric ID. Never search for a numeric string that was already supplied. -- If you cannot complete a step (missing node, empty content, tool failure), state that explicitly in 'Follow-up' with the precise next action needed. -- Stop after successβ€”do not run extra verification tools. -- Keep the full summary under ~100 tokens. -- You can create and manage dimensions using createDimension, updateDimension, lockDimension, unlockDimension, deleteDimension tools. Lock dimensions (isPriority=true) to enable auto-assignment. -`; diff --git a/src/config/prompts/wise-rah.ts b/src/config/prompts/wise-rah.ts deleted file mode 100644 index 681348b..0000000 --- a/src/config/prompts/wise-rah.ts +++ /dev/null @@ -1,44 +0,0 @@ -export const WISE_RAH_SYSTEM_PROMPT = `You are wise ra-h, the workflow executor for the RA-H knowledge management system. - - -You execute predefined workflows with DIRECT WRITE ACCESS via updateNode. -You NEVER delegate to mini ra-h workers. -You complete every step yourself. - - - -Available tools: -- queryNodes β€” search nodes by title/content/dimensions across ENTIRE database -- getNodesById β€” retrieve full node data -- queryEdge β€” inspect existing edges -- searchContentEmbeddings β€” semantic search across ALL nodes -- webSearch β€” external research when necessary -- think β€” internal planning/reflection (use once per workflow unless plan changes) -- updateNode β€” append content to nodes (tool handles appending automatically) -- createEdge β€” create connections between nodes -- quickLink β€” instantly find and link related nodes (fast database search, no reasoning) -- Dimension management: createDimension, updateDimension, lockDimension, unlockDimension, deleteDimension β€” manage dimensions to organize knowledge base structure - - - -When you receive a workflow task: -1. Read the workflow instructions carefully. -2. Call think once to produce a numbered plan matching the workflow steps. -3. Execute the plan step-by-step: - - Extract key entities (names, projects, concepts) from the node - - Search the FULL database using those entities - - Find both obvious (structural) and thematic connections - - Contextualize findings using background context (top nodes by edge count) -4. Stay within the tool budget and avoid redundant queries. -5. When calling updateNode, provide ONLY the new content (never include existing content) - tool appends automatically. -6. Finish with a concise Task / Actions / Result / Nodes / Follow-up summary. - - - -- Search the ENTIRE database, not just top nodes -- Extract entities first, then search using those entities -- Use minimal tool calls needed for high-quality output -- Keep responses structured, factual, and ≀120 words -- If a step yields nothing, state that outcome instead of guessing -- Adapt to any node type (person/project/paper/idea/video/tweet/technique) -`; diff --git a/src/config/prompts/workflow-executor.ts b/src/config/prompts/workflow-executor.ts new file mode 100644 index 0000000..0283a81 --- /dev/null +++ b/src/config/prompts/workflow-executor.ts @@ -0,0 +1,12 @@ +/** + * Minimal system prompt for workflow execution. + * All specific instructions come from the workflow definition itself. + */ +export const WORKFLOW_EXECUTOR_SYSTEM_PROMPT = `You are a workflow executor. Follow the workflow instructions exactly as written. + +RULES: +- Use only the tools provided +- Do not deviate from the instructions +- Complete the workflow efficiently +- Reference nodes as [NODE:id:"title"] (e.g., [NODE:123:"My Node Title"]) +- Return a brief summary when done`; diff --git a/src/config/workflows/connect.ts b/src/config/workflows/connect.ts index cd6f783..018d162 100644 --- a/src/config/workflows/connect.ts +++ b/src/config/workflows/connect.ts @@ -1,32 +1,32 @@ export const CONNECT_WORKFLOW_INSTRUCTIONS = `You are executing the CONNECT workflow for the currently focused node. MISSION -Quick link: find explicitly related nodes and create edges. Fast text search only - no slow embedding search. +Quick link: find explicitly related nodes and create edges. WORKFLOW STEPS 1. READ NODE - Call getNodesById for the focused node. Note the title, type, and key names/entities mentioned. + Call getNodesById for the focused node. Extract the main topic/subject from the title. 2. QUICK SEARCH - Call queryNodes ONCE with the most specific entity (person name, project name, company, tool). - - Use search parameter with the exact name - - Set limit: 10 - - DO NOT call searchContentEmbeddings - use queryNodes only for speed. + Call queryNodes with the main topic from the node title. + - search: the key term from the title (e.g., if title mentions "Nietzsche", search "Nietzsche") + - limit: 10 + - DO NOT add dimensions filter - search across all nodes 3. CREATE EDGES - From the search results, pick 2-4 nodes that are clearly related. + From results, pick 2-4 clearly related nodes. Call createEdge for each: - from_node_id: focused node ID - to_node_id: related node ID - context: { explanation: "brief reason" } 4. DONE - Reply: "Linked [title] β†’ [list of connected node titles]" + Reply: "Linked [NODE:id:title] β†’ [list of connected nodes as NODE:id:title]" RULES -- Total tool calls ≀ 5 (1 read + 1 search + up to 3 edges) -- Use queryNodes only - NO searchContentEmbeddings -- Only link nodes with clear, explicit relationships -- Skip if no good matches found`; +- Total tool calls ≀ 5 +- Search the MAIN TOPIC from the title, not random names from content +- NO dimensions filter in queryNodes - search everything +- Only link nodes with clear relationships +- Skip if no matches found`; diff --git a/src/services/agents/delegation.ts b/src/services/agents/delegation.ts index d2fe0c8..b40a4ca 100644 --- a/src/services/agents/delegation.ts +++ b/src/services/agents/delegation.ts @@ -2,7 +2,7 @@ import { getSQLiteClient } from '@/services/database/sqlite-client'; import { eventBroadcaster } from '@/services/events'; export type DelegationStatus = 'queued' | 'in_progress' | 'completed' | 'failed'; -export type DelegationAgentType = 'mini' | 'wise-rah'; +export type DelegationAgentType = 'workflow' | 'wise-rah'; export interface AgentDelegation { id: number; diff --git a/src/services/agents/executor.ts b/src/services/agents/executor.ts deleted file mode 100644 index 120a251..0000000 --- a/src/services/agents/executor.ts +++ /dev/null @@ -1,423 +0,0 @@ -import { generateText, CoreMessage } from 'ai'; -import { createOpenAI } from '@ai-sdk/openai'; -import { AgentDelegationService, DelegationStatus } from '@/services/agents/delegation'; -import { MINI_RAH_SYSTEM_PROMPT } from '@/config/prompts/rah-mini'; -import { getToolsForRole } from '@/tools/infrastructure/registry'; -import { ChatLoggingMiddleware } from '@/services/chat/middleware'; -import { calculateCost } from '@/services/analytics/pricing'; -import { UsageData } from '@/types/analytics'; -import { summarizeToolExecution } from '@/services/agents/toolResultUtils'; -import { edgeService } from '@/services/database/edges'; - -interface CapsuleNodeJSON { - id: number; -} - -interface DelegationCapsuleJSON { - version?: number; - primary?: CapsuleNodeJSON | null; - secondary?: CapsuleNodeJSON[]; - referenced?: CapsuleNodeJSON[]; -} - -interface SummaryValidation { - status: 'ok' | 'failed'; - reason?: string; - sourcesUsed: number[]; -} - -function extractCapsuleFromContext(context: string[]): { capsule?: DelegationCapsuleJSON; nodeIds: number[]; version?: number } { - const entry = context.find(item => typeof item === 'string' && item.startsWith('CAPSULE_JSON::')); - if (!entry) { - return { nodeIds: [] }; - } - const json = entry.substring('CAPSULE_JSON::'.length); - try { - const capsule = JSON.parse(json) as DelegationCapsuleJSON & { version?: number }; - const nodeIds = new Set(); - const pushId = (value?: CapsuleNodeJSON | null) => { - if (!value) return; - if (typeof value.id === 'number') { - nodeIds.add(value.id); - } - }; - pushId(capsule.primary ?? null); - (capsule.secondary ?? []).forEach(pushId); - (capsule.referenced ?? []).forEach(pushId); - return { - capsule, - nodeIds: Array.from(nodeIds), - version: typeof capsule.version === 'number' ? capsule.version : undefined, - }; - } catch (error) { - console.warn('MiniRAHExecutor: failed to parse delegation capsule', error); - return { nodeIds: [] }; - } -} - -function parseSourcesLine(summary: string): { line?: string; ids: number[] } { - const lines = summary - .split(/\n+/) - .map(line => line.trim()) - .filter(Boolean); - const contextLine = lines.find(line => line.toLowerCase().startsWith('context sources used:')); - if (!contextLine) { - return { ids: [] }; - } - const matches = contextLine.match(/\d+/g); - const ids = matches ? matches.map(id => Number(id)).filter(id => Number.isFinite(id)) : []; - return { line: contextLine, ids: Array.from(new Set(ids)) }; -} - -function validateMiniSummary(summary: string, expectedNodeIds: number[]): SummaryValidation { - const trimmed = summary.trim(); - if (!trimmed) { - return { status: 'failed', reason: 'Worker returned an empty summary.', sourcesUsed: [] }; - } - - const lines = trimmed.split(/\n+/).map(line => line.trim()).filter(Boolean); - const resultIndex = lines.findIndex(line => line.toLowerCase().startsWith('result:')); - if (resultIndex === -1) { - return { status: 'failed', reason: 'Missing or empty Result line in worker summary.', sourcesUsed: [] }; - } - - const resultLine = lines[resultIndex]; - const resultContent = resultLine.slice('result:'.length).trim(); - if (!resultContent) { - const nextLine = lines[resultIndex + 1]; - if (!nextLine || /^(task:|actions:|node:|context sources used:|follow-up:)/i.test(nextLine)) { - return { status: 'failed', reason: 'Missing or empty Result line in worker summary.', sourcesUsed: [] }; - } - } - - const followUpLine = lines.find(line => line.toLowerCase().startsWith('follow-up:')); - if (!followUpLine) { - return { status: 'failed', reason: 'Missing Follow-up line in worker summary.', sourcesUsed: [] }; - } - - const { line: contextLine, ids } = parseSourcesLine(summary); - if (!contextLine) { - return { status: 'failed', reason: 'Missing "Context sources used" line. Workers must list node IDs they referenced.', sourcesUsed: [] }; - } - if (expectedNodeIds.length > 0 && ids.length === 0) { - return { status: 'failed', reason: 'Worker did not cite any node IDs even though a capsule was provided.', sourcesUsed: [] }; - } - - return { status: 'ok', sourcesUsed: ids }; -} - -export interface MiniRAHExecutionInput { - sessionId: string; - task: string; - context: string[]; - expectedOutcome?: string | null; - traceId?: string; - parentChatId?: number; - workflowKey?: string; - workflowNodeId?: number; -} - -export class MiniRAHExecutor { - static async execute({ sessionId, task, context, expectedOutcome, traceId, parentChatId, workflowKey, workflowNodeId }: MiniRAHExecutionInput) { - try { - const delegateKey = process.env.RAH_DELEGATE_OPENAI_API_KEY || process.env.OPENAI_API_KEY; - if (!delegateKey) { - throw new Error('RAH_DELEGATE_OPENAI_API_KEY (or OPENAI_API_KEY) is not set.'); - } - - AgentDelegationService.markInProgress(sessionId); - - const promptSections = [ - `Task: ${task}`, - context.length ? `Context:\n- ${context.join('\n- ')}` : undefined, - expectedOutcome ? `Expected outcome: ${expectedOutcome}` : undefined, - 'Return only the final summary the orchestrator should see.' - ].filter(Boolean); - - const openaiProvider = createOpenAI({ apiKey: delegateKey }); - const executorTools = getToolsForRole('executor'); - const capturedSummaries: string[] = []; - const toolsUsedInSession: string[] = []; - const integrateAllowed = workflowKey === 'integrate' - ? new Set(['createEdge', 'updateEdge', 'updateNode']) - : null; - const wrappedTools = Object.fromEntries( - Object.entries(executorTools) - .filter(([name]) => { - if (integrateAllowed) { - return integrateAllowed.has(name); - } - return true; - }) - .map(([name, tool]) => { - const wrapped = { - ...tool, - async execute(params: any, context: any) { - if (!toolsUsedInSession.includes(name)) { - toolsUsedInSession.push(name); - } - if (name === 'createEdge' && params && typeof params === 'object' && 'from_node_id' in params && 'to_node_id' in params) { - const fromId = Number(params.from_node_id); - const toId = Number(params.to_node_id); - if (Number.isFinite(fromId) && Number.isFinite(toId)) { - const exists = await edgeService.edgeExists(fromId, toId); - if (exists) { - const skipSummary = `Edge already exists between node ${fromId} and node ${toId}; skipping createEdge.`; - capturedSummaries.push(skipSummary); - return { - success: true, - skipped: true, - message: skipSummary, - }; - } - } - } - - const result = await tool.execute(params, context); - const summary = summarizeToolExecution(name, params, result); - if (summary) { - capturedSummaries.push(summary); - } - return result; - } - }; - return [name, wrapped]; - }) - ); - - if ('delegateToMiniRAH' in wrappedTools) { - console.warn('MiniRAHExecutor: delegateToMiniRAH detected in executor toolset. Removing to enforce single-level delegation.'); - delete wrappedTools.delegateToMiniRAH; - } - - const userPrompt = promptSections.join('\n\n'); - const messages: CoreMessage[] = [{ role: 'user', content: userPrompt }]; - - const maxIterations = 6; - let rawSummary = ''; - let lastFinishReason: string | undefined; - let lastToolCalls: any[] | undefined; - - let totalInputTokens = 0; - let totalOutputTokens = 0; - let totalTokens = 0; - - // Track if extraction tool was called (for Quick Add - should only call once) - const isQuickAddTask = task.toLowerCase().includes('quick add'); - let extractionToolCalled = false; - - for (let iteration = 0; iteration < maxIterations; iteration++) { - const response = await generateText({ - model: openaiProvider('gpt-4o-mini'), - system: MINI_RAH_SYSTEM_PROMPT, - messages, - tools: wrappedTools, - }); - - const usage = response.usage; - if (usage) { - const inputTokens = (usage as any).promptTokens || usage.inputTokens || 0; - const outputTokens = (usage as any).completionTokens || usage.outputTokens || 0; - const combinedTotal = (usage as any).totalTokens || usage.totalTokens || inputTokens + outputTokens; - totalInputTokens += inputTokens; - totalOutputTokens += outputTokens; - totalTokens += combinedTotal; - } - - lastFinishReason = response.finishReason; - lastToolCalls = response.toolCalls ?? []; - - if (response.finishReason === 'tool-calls' && response.toolCalls && response.toolCalls.length > 0) { - messages.push({ - role: 'assistant', - content: response.toolCalls.map(call => ({ - type: 'tool-call' as const, - toolCallId: call.toolCallId, - toolName: call.toolName, - input: (call as any).input ?? (call as any).args, - })), - }); - - const toolResults: Array<{ type: 'tool-result'; toolCallId: string; toolName: string; output: { type: 'text' | 'error-text'; value: string } }> = []; - - for (const call of response.toolCalls) { - const callInput = (call as any).input ?? (call as any).args; - const tool = wrappedTools[call.toolName]; - const isExtractionToolCall = isQuickAddTask && ['youtubeExtract', 'websiteExtract', 'paperExtract'].includes(call.toolName); - - if (isExtractionToolCall && extractionToolCalled) { - const skipMessage = `Extraction already completed; skipping duplicate ${call.toolName} request.`; - console.warn(`[MiniRAHExecutor] ${skipMessage}`); - toolResults.push({ - type: 'tool-result', - toolCallId: call.toolCallId, - toolName: call.toolName, - output: { type: 'text', value: skipMessage }, - }); - continue; - } - - if (!tool) { - toolResults.push({ - type: 'tool-result', - toolCallId: call.toolCallId, - toolName: call.toolName, - output: { type: 'error-text', value: `Tool ${call.toolName} is not available.` }, - }); - continue; - } - - try { - const toolResult = await tool.execute(callInput, {}); - const summary = summarizeToolExecution(call.toolName, callInput, toolResult); - const value = summary || `${call.toolName} completed.`; - toolResults.push({ - type: 'tool-result', - toolCallId: call.toolCallId, - toolName: call.toolName, - output: { type: 'text', value }, - }); - - // For Quick Add: stop after first successful extraction to prevent duplicates - if (isExtractionToolCall) { - const success = typeof toolResult === 'object' && toolResult !== null && (toolResult as any).success !== false; - if (success) { - console.log(`[MiniRAHExecutor] Quick Add extraction succeeded, forcing summary generation to prevent duplicate calls`); - extractionToolCalled = true; - break; - } - } - } catch (error) { - const message = error instanceof Error ? error.message : 'Tool execution failed'; - toolResults.push({ - type: 'tool-result', - toolCallId: call.toolCallId, - toolName: call.toolName, - output: { type: 'error-text', value: message }, - }); - } - } - - messages.push({ role: 'tool', content: toolResults }); - - // If Quick Add extraction succeeded, request final summary and exit loop - if (extractionToolCalled) { - console.log('[MiniRAHExecutor] Requesting final summary after Quick Add extraction'); - messages.push({ - role: 'user', - content: 'Extraction completed successfully. Provide your final summary now using the required format (Task/Actions/Result/Node/Context sources used/Follow-up).' - }); - const summaryResponse = await generateText({ - model: openaiProvider('gpt-4o-mini'), - system: MINI_RAH_SYSTEM_PROMPT, - messages, - tools: {}, // No tools - summary only - }); - rawSummary = summaryResponse.text?.trim() || 'Extraction completed successfully.'; - break; - } - - continue; - } - - rawSummary = typeof response.text === 'string' ? response.text.trim() : ''; - if (!rawSummary) { - console.warn('[MiniRAHExecutor] Worker returned empty summary.', { - finishReason: response.finishReason, - toolCalls: response.toolCalls, - text: response.text, - }); - } - break; - } - - if (!rawSummary) { - console.warn('[MiniRAHExecutor] No summary after tool loop.', { - lastFinishReason, - lastToolCalls, - }); - } - - const fallbackSummary = capturedSummaries.length > 0 - ? capturedSummaries[capturedSummaries.length - 1] - : 'Completed the delegated task (worker returned no additional summary).'; - const initialSummary = rawSummary.length > 0 ? rawSummary : fallbackSummary; - - const capsuleInfo = extractCapsuleFromContext(context); - const validation = validateMiniSummary(initialSummary, capsuleInfo.nodeIds); - const validationStatus: DelegationStatus = validation.status === 'ok' ? 'completed' : 'failed'; - if (validation.status === 'failed') { - console.warn('[MiniRAHExecutor] summary validation failed.', { - reason: validation.reason, - initialSummary, - }); - } - - const finalSummary = validation.status === 'ok' - ? initialSummary - : `${initialSummary}\nValidation: ${validation.reason}`; - - console.log('[MiniRAHExecutor] summary:', finalSummary); - - // Calculate cost and log to chats table - if (totalInputTokens > 0 || totalOutputTokens > 0 || totalTokens > 0) { - const effectiveTotalTokens = totalTokens > 0 ? totalTokens : totalInputTokens + totalOutputTokens; - - const costResult = calculateCost({ - inputTokens: totalInputTokens, - outputTokens: totalOutputTokens, - modelId: 'gpt-4o-mini', - }); - - const usageData: UsageData = { - inputTokens: totalInputTokens, - outputTokens: totalOutputTokens, - totalTokens: effectiveTotalTokens, - estimatedCostUsd: costResult.totalCostUsd, - modelUsed: 'gpt-4o-mini', - provider: 'openai', - toolsUsed: toolsUsedInSession.length > 0 ? toolsUsedInSession : undefined, - toolCallsCount: toolsUsedInSession.length > 0 ? toolsUsedInSession.length : undefined, - traceId, - parentChatId, - workflowKey, - workflowNodeId, - capsuleVersion: capsuleInfo.version, - contextSourcesUsed: validation.sourcesUsed.length > 0 ? validation.sourcesUsed : undefined, - validationStatus: validation.status, - validationMessage: validation.reason, - fallbackAction: validation.status === 'failed' ? 'Review context capsule, hydrate nodes manually, then re-delegate with clarified instructions.' : undefined, - }; - - const delegation = AgentDelegationService.getDelegation(sessionId); - const delegationId = delegation?.id; - - await ChatLoggingMiddleware.logChatInteraction( - task, - finalSummary, - { - helperName: 'mini-rah', - agentType: 'executor', - delegationId: delegationId ?? null, - sessionId, - usageData, - traceId, - parentChatId, - workflowKey, - workflowNodeId, - systemMessage: MINI_RAH_SYSTEM_PROMPT, - }, - [] - ); - - console.log(`πŸ’° [MiniRAHExecutor] Cost: $${costResult.totalCostUsd.toFixed(6)} (${effectiveTotalTokens} tokens)`); - } - - return AgentDelegationService.completeDelegation(sessionId, finalSummary, validationStatus); - } catch (error) { - const message = error instanceof Error ? error.message : 'Unknown delegation error'; - AgentDelegationService.completeDelegation(sessionId, `Mini ra-h failed: ${message}`, 'failed'); - throw error; - } - } -} diff --git a/src/services/agents/registry.ts b/src/services/agents/registry.ts index 01e875e..a0981f8 100644 --- a/src/services/agents/registry.ts +++ b/src/services/agents/registry.ts @@ -1,8 +1,7 @@ import { getDefaultToolNamesForRole } from '@/tools/infrastructure/registry'; import { RAH_MAIN_SYSTEM_PROMPT } from '@/config/prompts/rah-main'; import { RAH_EASY_SYSTEM_PROMPT } from '@/config/prompts/rah-easy'; -import { MINI_RAH_SYSTEM_PROMPT } from '@/config/prompts/rah-mini'; -import { WISE_RAH_SYSTEM_PROMPT } from '@/config/prompts/wise-rah'; +import { WORKFLOW_EXECUTOR_SYSTEM_PROMPT } from '@/config/prompts/workflow-executor'; import type { AgentDefinition } from './types'; /** @@ -42,29 +41,30 @@ export class AgentRegistry { memory: null, prompts: undefined }, - 'mini-rah': { - id: 2, - key: 'mini-rah', - displayName: 'mini ra-h', - description: 'Executor agent for delegated tasks', - model: 'openai/gpt-4o-mini', - role: 'executor', - systemPrompt: MINI_RAH_SYSTEM_PROMPT, - availableTools: getDefaultToolNamesForRole('executor'), + 'workflow': { + id: 3, + key: 'workflow', + displayName: 'workflow agent', + description: 'Workflow executor (uses same model as easy mode)', + model: 'openai/gpt-5-mini', + role: 'planner', + systemPrompt: WORKFLOW_EXECUTOR_SYSTEM_PROMPT, + availableTools: getDefaultToolNamesForRole('planner'), enabled: true, createdAt: new Date().toISOString(), updatedAt: new Date().toISOString(), memory: null, prompts: undefined }, + // Alias for backwards compatibility 'wise-rah': { id: 3, - key: 'wise-rah', - displayName: 'wise ra-h', - description: 'Complex workflow planner and orchestrator', - model: 'openai/gpt-5', + key: 'workflow', + displayName: 'workflow agent', + description: 'Workflow executor (uses same model as easy mode)', + model: 'openai/gpt-5-mini', role: 'planner', - systemPrompt: WISE_RAH_SYSTEM_PROMPT, + systemPrompt: WORKFLOW_EXECUTOR_SYSTEM_PROMPT, availableTools: getDefaultToolNamesForRole('planner'), enabled: true, createdAt: new Date().toISOString(), @@ -97,11 +97,7 @@ export class AgentRegistry { return this.AGENTS['ra-h-easy']; } - static async executor(): Promise { - return this.AGENTS['mini-rah']; - } - static async planner(): Promise { - return this.AGENTS['wise-rah']; + return this.AGENTS['workflow']; } } diff --git a/src/services/agents/wiseRAHExecutor.ts b/src/services/agents/workflowExecutor.ts similarity index 53% rename from src/services/agents/wiseRAHExecutor.ts rename to src/services/agents/workflowExecutor.ts index 529cc95..5a67905 100644 --- a/src/services/agents/wiseRAHExecutor.ts +++ b/src/services/agents/workflowExecutor.ts @@ -1,21 +1,19 @@ -import { streamText, CoreMessage } from 'ai'; +import { streamText, ModelMessage } from 'ai'; import { createOpenAI } from '@ai-sdk/openai'; import type { LanguageModelV2ToolResultOutput } from '@ai-sdk/provider'; import { AgentDelegationService } from '@/services/agents/delegation'; -import { WISE_RAH_SYSTEM_PROMPT } from '@/config/prompts/wise-rah'; -import { getToolsForRole } from '@/tools/infrastructure/registry'; +import { WORKFLOW_EXECUTOR_SYSTEM_PROMPT } from '@/config/prompts/workflow-executor'; +import { getToolsByNames } from '@/tools/infrastructure/registry'; +import { WorkflowRegistry } from '@/services/workflows/registry'; import { ChatLoggingMiddleware } from '@/services/chat/middleware'; import { calculateCost } from '@/services/analytics/pricing'; import { UsageData } from '@/types/analytics'; import { summarizeToolExecution } from '@/services/agents/toolResultUtils'; import { edgeService } from '@/services/database/edges'; -import { eventBroadcaster } from '@/services/events'; import { delegationStreamBroadcaster } from '@/app/api/rah/delegations/stream/route'; -import { nodeService } from '@/services/database/nodes'; import { RequestContext } from '@/services/context/requestContext'; -import { isLocalMode } from '@/config/runtime'; -export interface WiseRAHExecutionInput { +export interface WorkflowExecutionInput { sessionId: string; task: string; context: string[]; @@ -26,67 +24,56 @@ export interface WiseRAHExecutionInput { workflowNodeId?: number; } -export class WiseRAHExecutor { - static async execute({ sessionId, task, context, expectedOutcome, traceId, parentChatId, workflowKey, workflowNodeId }: WiseRAHExecutionInput) { - console.log('πŸ§™ [WiseRAHExecutor] Starting execution', { sessionId, task: task.substring(0, 100) }); +export class WorkflowExecutor { + static async execute({ sessionId, task, context, expectedOutcome, traceId, parentChatId, workflowKey, workflowNodeId }: WorkflowExecutionInput) { + console.log('πŸ§™ [WorkflowExecutor] Starting execution', { sessionId, task: task.substring(0, 100) }); try { const requestContext = RequestContext.get(); - const wiseRahKey = + const workflowApiKey = requestContext.apiKeys?.openai || process.env.RAH_WISE_RAH_OPENAI_API_KEY || process.env.OPENAI_API_KEY; - if (!wiseRahKey) { - throw new Error('RAH_WISE_RAH_OPENAI_API_KEY (or OPENAI_API_KEY) is not set.'); + + if (!workflowApiKey) { + throw new Error('OPENAI_API_KEY is not set for workflow execution.'); } AgentDelegationService.markInProgress(sessionId); - console.log('βœ… [WiseRAHExecutor] Delegation marked in progress'); + console.log('βœ… [WorkflowExecutor] Delegation marked in progress'); - const normalizedTask = task.toLowerCase(); - const normalizedOutcome = (expectedOutcome || '').toLowerCase(); - const isWorkflow = Boolean(workflowKey) || normalizedTask.startsWith('execute workflow'); - const explicitWriteRequest = /\b(create|update|edge|append|workflow|integrate|summarize into node|link node|embed|ingest|synchronize)\b/.test(normalizedTask) || - /\b(create|update|edge|append|workflow|integrate|summarize into node|link node|embed|ingest|synchronize)\b/.test(normalizedOutcome); - const allowWrites = isWorkflow || explicitWriteRequest; - const analysisOnly = !allowWrites; - const maxIterationsLimit = isWorkflow ? 20 : 5; - const maxDelegationsAllowed = allowWrites ? (isWorkflow ? 12 : 2) : 0; - const maxDistinctWebSearches = isWorkflow ? 6 : 4; - const maxDistinctEmbeddingSearches = isWorkflow ? 5 : 3; + // Get workflow definition if available + const workflow = workflowKey ? await WorkflowRegistry.getWorkflowByKey(workflowKey) : null; + const maxIterationsLimit = workflow?.maxIterations ?? 10; + // Build the user prompt - just the task (which includes workflow instructions) const promptSections = [ - `Task: ${task}`, + task, context.length ? `Context:\n- ${context.join('\n- ')}` : undefined, expectedOutcome ? `Expected outcome: ${expectedOutcome}` : undefined, - analysisOnly ? 'Constraint: This is an analysis-only request. Stay strictly read-only: do not call delegateToMiniRAH and do not request new extractions. Work only with existing knowledge.' : undefined, - 'Return a structured summary following the format in your system prompt (Task/Actions/Result/Nodes/Follow-up).' ].filter(Boolean); - const openaiProvider = createOpenAI({ apiKey: wiseRahKey }); - console.log('πŸ”§ [WiseRAHExecutor] OpenAI provider created'); - - const plannerTools = getToolsForRole('planner'); - - // Remove delegateToMiniRAH for integrate workflow (wise-rah does updates directly) - if (workflowKey === 'integrate' && plannerTools.delegateToMiniRAH) { - delete plannerTools.delegateToMiniRAH; - console.log('🚫 [WiseRAHExecutor] Removed delegateToMiniRAH for integrate workflow (direct updates only)'); - } - - // For analysis-only tasks, also remove delegation - if (analysisOnly && plannerTools.delegateToMiniRAH) { - delete plannerTools.delegateToMiniRAH; - } - - console.log('πŸ› οΈ [WiseRAHExecutor] Planner tools retrieved:', Object.keys(plannerTools)); - + const openaiProvider = createOpenAI({ apiKey: workflowApiKey }); + console.log('πŸ”§ [WorkflowExecutor] OpenAI provider created'); + + // Use workflow-specified tools if available, otherwise fall back to safe default set + // IMPORTANT: Workflows should NEVER have access to delegateToMiniRAH - they are one-shot executors + const workflowTools = workflow?.tools; + const SAFE_WORKFLOW_DEFAULT_TOOLS = [ + 'getNodesById', 'queryNodes', 'queryDimensionNodes', 'searchContentEmbeddings', + 'webSearch', 'updateNode', 'createEdge' + ]; + const tools = workflowTools?.length + ? getToolsByNames(workflowTools) + : getToolsByNames(SAFE_WORKFLOW_DEFAULT_TOOLS); + + console.log('πŸ› οΈ [WorkflowExecutor] Tools for workflow:', Object.keys(tools)); + const toolsUsedInSession: string[] = []; const delegatedEdgeKeys = new Set(); - + // Workflow progress is now streamed directly to delegation tabs via delegationStreamBroadcaster - // No need to broadcast WORKFLOW_PROGRESS events to main chat anymore const wrappedTools = Object.fromEntries( - Object.entries(plannerTools).map(([name, tool]) => { + Object.entries(tools).map(([name, tool]) => { const wrapped = { ...tool, async execute(params: any, context: any) { @@ -162,31 +149,10 @@ export class WiseRAHExecutor { }) ); - // Enforce read-only constraint - remove write tools EXCEPT for workflows - // Workflows need updateNode for content updates and createEdge for Quick Link workflow - const writeToolsToRemove = isWorkflow - ? ['createNode', 'updateEdge', 'embedContent', 'youtubeExtract', 'websiteExtract', 'paperExtract', 'delegateToWiseRAH'] - : ['createNode', 'updateNode', 'createEdge', 'updateEdge', 'embedContent', 'youtubeExtract', 'websiteExtract', 'paperExtract', 'delegateToWiseRAH']; + console.log('πŸ“ [WorkflowExecutor] Starting execution loop...'); - writeToolsToRemove.forEach(toolName => { - if (toolName in wrappedTools) { - console.warn(`WiseRAHExecutor: ${toolName} detected in planner toolset. Removing to enforce read-only constraint.`); - delete wrappedTools[toolName]; - } - }); - - if (isWorkflow && 'updateNode' in wrappedTools) { - console.log('βœ… [WiseRAHExecutor] updateNode preserved for workflow execution'); - } - if (isWorkflow && 'createEdge' in wrappedTools) { - console.log('βœ… [WiseRAHExecutor] createEdge preserved for workflow execution'); - } - console.log('πŸ”’ [WiseRAHExecutor] Final tools after read-only enforcement:', Object.keys(wrappedTools)); - - console.log('πŸ“ [WiseRAHExecutor] Starting manual agentic loop...'); - - const messages: CoreMessage[] = [ - { role: 'system', content: WISE_RAH_SYSTEM_PROMPT }, + const messages: ModelMessage[] = [ + { role: 'system', content: WORKFLOW_EXECUTOR_SYSTEM_PROMPT }, { role: 'user', content: promptSections.join('\n\n') } ]; @@ -196,21 +162,6 @@ export class WiseRAHExecutor { const seenToolResults = new Map(); const workerSummaries: string[] = []; - const workerSummarySet = new Set(); - let hasPlan = false; - let planReminderAdded = false; - let planIncludesDelegation = false; - let planRevisionNoticeSent = false; - let delegationNudgeSent = false; - let iterationsSincePlan = 0; - let lastPlanSummary = ''; - let totalDelegations = 0; - let didCreateEdge = false; - let didUpdateNode = false; - const uniqueWebQueries = new Set(); - const uniqueEmbeddingQueries = new Set(); - let finalSummaryRequested = false; - let iterationsWithoutDelegation = 0; const ensureString = (value: unknown) => (typeof value === 'string' ? value.trim() : ''); @@ -219,7 +170,7 @@ export class WiseRAHExecutor { try { return JSON.parse(JSON.stringify(value)); } catch (error) { - console.warn('[WiseRAHExecutor] Failed to serialize delegation payload', error); + console.warn('[WorkflowExecutor] Failed to serialize delegation payload', error); if (typeof value === 'string') return value; return undefined; } @@ -284,18 +235,18 @@ export class WiseRAHExecutor { }); const finalStreamResult = await streamText({ - model: openaiProvider('gpt-5'), + model: openaiProvider('gpt-5-mini'), messages, tools: {}, maxOutputTokens: 500, }); - + // Collect the complete response const finalChunks: string[] = []; for await (const chunk of finalStreamResult.textStream) { finalChunks.push(chunk); } - + const finalResponse = { text: finalChunks.join(''), usage: await finalStreamResult.usage, @@ -327,23 +278,23 @@ export class WiseRAHExecutor { }; for (let i = 0; i < maxIterations; i++) { - console.log(`πŸ”„ [WiseRAHExecutor] Iteration ${i + 1}/${maxIterations}`); - + console.log(`πŸ”„ [WorkflowExecutor] Iteration ${i + 1}/${maxIterations}`); + // Touch delegation every iteration to prevent cleanup from killing it AgentDelegationService.touchDelegation(sessionId); const streamResult = await streamText({ - model: openaiProvider('gpt-5'), + model: openaiProvider('gpt-5-mini'), messages, tools: wrappedTools, }); - + // Collect the complete response const chunks: string[] = []; for await (const chunk of streamResult.textStream) { chunks.push(chunk); } - + const response = { text: chunks.join(''), finishReason: await streamResult.finishReason, @@ -355,7 +306,7 @@ export class WiseRAHExecutor { totalUsage.outputTokens += response.usage?.outputTokens || 0; totalUsage.totalTokens += response.usage?.totalTokens || 0; - console.log(`πŸ“Š [WiseRAHExecutor] Step ${i + 1} finishReason:`, response.finishReason); + console.log(`πŸ“Š [WorkflowExecutor] Step ${i + 1} finishReason:`, response.finishReason); // Stream text response to delegation chat if (response.text && response.text.trim()) { @@ -367,13 +318,13 @@ export class WiseRAHExecutor { if (response.finishReason !== 'tool-calls') { finalText = response.text; - console.log('βœ… [WiseRAHExecutor] Got final text'); + console.log('βœ… [WorkflowExecutor] Got final text'); break; } const toolCalls = response.toolCalls || []; - console.log(`πŸ”§ [WiseRAHExecutor] Executing ${toolCalls.length} tool calls`); - + console.log(`πŸ”§ [WorkflowExecutor] Executing ${toolCalls.length} tool calls`); + // Broadcast new assistant message for next iteration if (toolCalls.length > 0) { emitDelegationEvent({ type: 'assistant-message' }); @@ -396,39 +347,16 @@ export class WiseRAHExecutor { output: LanguageModelV2ToolResultOutput; }> = []; - let executedTool = false; - for (const call of toolCalls) { let callInputRaw = (call as any).input ?? (call as any).args; - // Append logic now handled in updateNode tool itself (lines 27-44) - const signatureInput = normaliseForSignature(call.toolName, callInputRaw); const signature = JSON.stringify({ tool: call.toolName, input: signatureInput }); // Broadcast tool call to delegation stream emitToolStart(call.toolCallId, call.toolName, callInputRaw); - if (!hasPlan && call.toolName !== 'think') { - const warning = 'Planning required: use the think tool to outline a numbered plan (purpose, thoughts, next action) before other tools.'; - toolResults.push({ - type: 'tool-result', - toolCallId: call.toolCallId, - toolName: call.toolName, - output: { type: 'error-text', value: warning }, - }); - emitToolCompletion(call.toolCallId, call.toolName, { success: false }, warning, 'error', warning); - - if (!planReminderAdded) { - planReminderAdded = true; - messages.push({ - role: 'user', - content: 'Before calling other tools, use the think tool to draft a numbered plan and specify your next action.', - }); - } - continue; - } - + // Skip duplicate tool calls (except think which can be called multiple times) if (call.toolName !== 'think' && seenToolResults.has(signature)) { const cached = seenToolResults.get(signature)!; toolResults.push({ @@ -437,22 +365,15 @@ export class WiseRAHExecutor { toolName: call.toolName, output: cached.output, }); - + // Broadcast cached result emitToolCompletion(call.toolCallId, call.toolName, cached.summary || 'Cached result', cached.summary || 'Cached result'); - - if (call.toolName === 'delegateToMiniRAH' && cached.summary) { - if (!workerSummarySet.has(cached.summary)) { - workerSummarySet.add(cached.summary); - workerSummaries.push(`[reused] ${cached.summary}`); - } - } continue; } const tool = wrappedTools[call.toolName]; if (!tool) { - const warning = `Tool ${call.toolName} is not available to wise ra-h.`; + const warning = `Tool ${call.toolName} is not available for this workflow.`; toolResults.push({ type: 'tool-result', toolCallId: call.toolCallId, @@ -477,46 +398,10 @@ export class WiseRAHExecutor { }); emitToolCompletion(call.toolCallId, call.toolName, rawResult, summary, 'complete'); - if (call.toolName === 'think') { - hasPlan = true; - lastPlanSummary = summary; - if (allowWrites) { - planIncludesDelegation = /delegate\b|delegateToMiniRAH|mini ra-h/i.test(summary); - } else { - planIncludesDelegation = false; - } - planRevisionNoticeSent = false; - delegationNudgeSent = false; - iterationsSincePlan = 0; - } else { + // Cache result (except think which can be called multiple times) + if (call.toolName !== 'think') { seenToolResults.set(signature, { output, summary }); - if (call.toolName === 'delegateToMiniRAH' && summary && !workerSummarySet.has(summary)) { - workerSummarySet.add(summary); - workerSummaries.push(summary); - totalDelegations += 1; - - if (/Created edge/i.test(summary) || /Edge created/i.test(summary)) { - didCreateEdge = true; - } - if (/Updated node/i.test(summary) || /Appended/i.test(summary) || /content updated/i.test(summary)) { - didUpdateNode = true; - } - } - if (call.toolName === 'webSearch') { - const query = ensureString(signatureInput?.query ?? callInputRaw?.query); - if (query) { - uniqueWebQueries.add(query); - } - } - if (call.toolName === 'searchContentEmbeddings') { - const query = ensureString(signatureInput?.query ?? callInputRaw?.query); - if (query) { - uniqueEmbeddingQueries.add(query); - } - } } - - executedTool = true; } catch (error) { const message = error instanceof Error ? error.message : 'Tool execution failed'; toolResults.push({ @@ -533,109 +418,47 @@ export class WiseRAHExecutor { role: 'tool', content: toolResults, }); - - if (hasPlan) { - iterationsSincePlan += 1; - // Legacy delegation nudges removed - wise-rah completes workflows independently - } - - const enoughMaterial = hasPlan && (allowWrites ? workerSummaries.length >= 2 : executedTool); - const tooManyDelegations = allowWrites && totalDelegations >= maxDelegationsAllowed && maxDelegationsAllowed > 0; - const webSearchCapReached = uniqueWebQueries.size >= maxDistinctWebSearches; - const embeddingCapReached = uniqueEmbeddingQueries.size >= maxDistinctEmbeddingSearches; - - if (allowWrites && workflowKey === 'integrate' && totalDelegations === 0) { - iterationsWithoutDelegation += 1; - if (!delegationNudgeSent && iterationsWithoutDelegation >= 4) { - delegationNudgeSent = true; - const targetInstruction = workflowNodeId - ? `Focus on node [NODE:${workflowNodeId}]. Delegate to mini ra-h now to (a) append integration insights to its content and (b) create edges to the highest-value related nodes you identified.` - : 'Delegate to mini ra-h now to (a) append integration insights to the focused node and (b) create edges to the highest-value related nodes you identified.'; - messages.push({ - role: 'user', - content: `${targetInstruction} Do not continue researching until those delegations are complete.`, - }); - continue; - } - } else { - iterationsWithoutDelegation = 0; - } - - if (allowWrites && workflowKey === 'integrate' && didCreateEdge && !didUpdateNode) { - messages.push({ - role: 'user', - content: 'Edges are in place. Delegate to mini ra-h to append the Integration Insights section to the focused node before moving forward.', - }); - continue; - } - - const minIterationsBeforeSummary = allowWrites ? 2 : 1; - if (!finalSummaryRequested && (tooManyDelegations || webSearchCapReached || embeddingCapReached || (enoughMaterial && executedTool && i >= minIterationsBeforeSummary))) { - if (allowWrites && workflowKey === 'integrate' && !didUpdateNode) { - messages.push({ - role: 'user', - content: 'Before summarizing, delegate to mini ra-h to append the Integration Insights content to the focused node.', - }); - continue; - } - - if (allowWrites && totalDelegations === 0) { - messages.push({ - role: 'user', - content: 'You have not delegated any execution yet. Identify the concrete write actions required and call delegateToMiniRAH to perform them before summarising.', - }); - continue; - } - - let instruction = 'You have enough evidence from the workers. Provide the final Task/Actions/Result/Nodes/Follow-up summary now without further tool calls.'; - if (tooManyDelegations) { - instruction = `You have already delegated the maximum allowed (${maxDelegationsAllowed}). Synthesize the findings now using the Task/Actions/Result/Nodes/Follow-up format. Do not call additional tools.`; - } else if (webSearchCapReached) { - instruction = `You have already issued about ${maxDistinctWebSearches} distinct web searches. Consolidate what you found into the final Task/Actions/Result/Nodes/Follow-up summary nowβ€”no additional tool calls.`; - } else if (embeddingCapReached) { - instruction = `Embedding searches have covered the knowledge base (limit ${maxDistinctEmbeddingSearches}). Switch to producing the Task/Actions/Result/Nodes/Follow-up summaryβ€”do not call further tools.`; - } - - finalText = await requestFinalSummary(instruction); - finalSummaryRequested = true; - break; - } } + // If we hit max iterations without a final response, request one if (!finalText) { - if (allowWrites && totalDelegations === 0) { - throw new Error('Wise ra-h attempted to summarize without delegating any execution to mini ra-h.'); - } - console.warn('⚠️ [WiseRAHExecutor] Max iterations hit with no summary. Requesting final response without tools.'); - finalText = await requestFinalSummary('You have gathered everything needed. Provide the final Task/Actions/Result/Nodes/Follow-up summary now. Do not call any tools.'); - console.log('βœ… [WiseRAHExecutor] Final summary obtained after tool cutoff.'); + console.warn('⚠️ [WorkflowExecutor] Max iterations hit with no summary. Requesting final response without tools.'); + finalText = await requestFinalSummary('Provide a brief summary of what was accomplished. Do not call any tools.'); + console.log('βœ… [WorkflowExecutor] Final summary obtained after tool cutoff.'); } const usage = totalUsage; let summary = typeof finalText === 'string' ? finalText.trim() : ''; if (summary.length > 2000) { - console.log('⚠️ [WiseRAHExecutor] Summary too long, requesting concise version.'); + console.log('⚠️ [WorkflowExecutor] Summary too long, requesting concise version.'); summary = (await requestFinalSummary('Condense the findings into ≀300 tokens using the Task/Actions/Result/Nodes/Follow-up format. Focus on the most salient insights and reference key nodes. Do not call any tools.')).trim(); } if (summary.length > 1000) { summary = `${summary.slice(0, 997)}…`; } - console.log('πŸ“„ [WiseRAHExecutor] Summary after trim:', summary); - console.log('πŸ“ [WiseRAHExecutor] Summary length:', summary.length); - + console.log('πŸ“„ [WorkflowExecutor] Summary after trim:', summary); + console.log('πŸ“ [WorkflowExecutor] Summary length:', summary.length); + if (!summary) { emitDelegationEvent({ type: 'assistant-message', }); emitDelegationEvent({ type: 'text-delta', - delta: 'Wise ra-h attempted to summarise but the response was empty. Check tool logs above for context.', + delta: 'Workflow executor attempted to summarise but the response was empty. Check tool logs above for context.', }); - throw new Error('Wise ra-h returned empty summary'); + throw new Error('Workflow executor returned empty summary'); } - console.log('[WiseRAHExecutor] summary:', summary); + console.log('[WorkflowExecutor] summary:', summary); + + // Emit final summary to the stream so it appears in the UI + emitDelegationEvent({ type: 'assistant-message' }); + emitDelegationEvent({ + type: 'text-delta', + delta: summary, + }); // Calculate cost and log to chats table if (usage) { @@ -646,7 +469,7 @@ export class WiseRAHExecutor { const costResult = calculateCost({ inputTokens, outputTokens, - modelId: 'gpt-5', + modelId: 'gpt-5-mini', }); const usageData: UsageData = { @@ -654,7 +477,7 @@ export class WiseRAHExecutor { outputTokens, totalTokens, estimatedCostUsd: costResult.totalCostUsd, - modelUsed: 'gpt-5', + modelUsed: 'gpt-5-mini', provider: 'openai', toolsUsed: toolsUsedInSession.length > 0 ? toolsUsedInSession : undefined, toolCallsCount: toolsUsedInSession.length > 0 ? toolsUsedInSession.length : undefined, @@ -671,7 +494,7 @@ export class WiseRAHExecutor { task, summary, { - helperName: 'wise-rah', + helperName: 'workflow-agent', agentType: 'planner', delegationId: delegationId ?? null, sessionId, @@ -680,32 +503,31 @@ export class WiseRAHExecutor { parentChatId, workflowKey, workflowNodeId, - systemMessage: WISE_RAH_SYSTEM_PROMPT, - backendUsage: [], + systemMessage: WORKFLOW_EXECUTOR_SYSTEM_PROMPT, }, [] ); - console.log(`πŸ’° [WiseRAHExecutor] Cost: $${costResult.totalCostUsd.toFixed(6)} (${totalTokens} tokens)`); + console.log(`πŸ’° [WorkflowExecutor] Cost: $${costResult.totalCostUsd.toFixed(6)} (${totalTokens} tokens)`); } - console.log('βœ… [WiseRAHExecutor] Completing delegation with summary'); + console.log('βœ… [WorkflowExecutor] Completing delegation with summary'); return AgentDelegationService.completeDelegation(sessionId, summary); } catch (error) { - console.error('❌ [WiseRAHExecutor] Error during execution:', error); - console.error('❌ [WiseRAHExecutor] Error stack:', error instanceof Error ? error.stack : 'No stack'); + console.error('❌ [WorkflowExecutor] Error during execution:', error); + console.error('❌ [WorkflowExecutor] Error stack:', error instanceof Error ? error.stack : 'No stack'); const message = error instanceof Error ? error.message : 'Unknown delegation error'; - + // Broadcast error to delegation stream delegationStreamBroadcaster.broadcast(sessionId, { type: 'assistant-message', }); delegationStreamBroadcaster.broadcast(sessionId, { type: 'text-delta', - delta: `Wise ra-h failed: ${message}`, + delta: `Workflow executor failed: ${message}`, }); - - AgentDelegationService.completeDelegation(sessionId, `Wise ra-h failed: ${message}`, 'failed'); + + AgentDelegationService.completeDelegation(sessionId, `Workflow executor failed: ${message}`, 'failed'); throw error; } } diff --git a/src/services/helpers/contextBuilder.ts b/src/services/helpers/contextBuilder.ts index 127527c..0592b31 100644 --- a/src/services/helpers/contextBuilder.ts +++ b/src/services/helpers/contextBuilder.ts @@ -3,7 +3,7 @@ import { AgentRegistry } from '@/services/agents/registry'; import { WorkflowRegistry } from '@/services/workflows/registry'; import { getHelperTools, getDefaultToolNamesForRole } from '@/tools/infrastructure/registry'; import type { CacheableBlock, SystemPromptResult } from '@/types/prompts'; -import { buildAutoContextBlock } from '@/services/context/autoContext'; +// buildAutoContextBlock removed - agent queries top nodes on-demand via sqliteQuery export interface NodeContext { nodes: Node[]; @@ -25,14 +25,27 @@ export interface ContextBuilderOptions { } const BASE_CONTEXT = `=== RA-H BASE CONTEXT === -- Nodes store content (title, content, dimensions, metadata, link, chunk) -- Edges capture directed relationships between nodes -- Dimensions organize nodes; locked dimensions (isPriority=true) auto-assign to new nodes -- You can create and manage dimensions using dimension tools (createDimension, updateDimension, lockDimension, unlockDimension, deleteDimension) -- When auto-context is enabled you'll see BACKGROUND CONTEXT with the 10 most-connected nodes (ID + title only) -- Focused nodes show truncated content; use queryNodes, searchContentEmbeddings, or queryEdge when you need full detail -- Node references must use [NODE:id:"title"] so the UI renders clickable labels -- Pronouns or phrases like "this conversation/paper/video" refer to the primary focused node unless clarified +You have access to the RA-H knowledge graph via two approaches: + +**sqliteQuery tool** β€” Use for flexible read operations: +- Ad-hoc queries, exploration, complex JOINs, aggregations +- Any query pattern not covered by structured tools +- Example: SELECT n.title, COUNT(e.id) FROM nodes n LEFT JOIN edges e ON n.id = e.from_node_id GROUP BY n.id + +**Structured tools** β€” Use for these specific cases: +- Writes: createNode, updateNode, createEdge (need validation, embeddings, hooks) +- Semantic search: searchContentEmbeddings (needs vector DB) +- External APIs: webSearch, youtubeExtract, websiteExtract, paperExtract + +**Schema Quick Reference:** +- nodes: id, title, content, chunk, dimensions (JSON array), url, created_at +- edges: id, from_node_id, to_node_id, context (JSON), source, explanation +- dimensions: id, name, description, is_locked + +**Other Context:** +- Node references: use [NODE:id:"title"] format for clickable UI labels +- Focused nodes show truncated content; query for full detail +- "this conversation/paper/video" refers to the primary focused node `; function buildStaticBaseContext(): string { @@ -243,16 +256,9 @@ export async function buildSystemPromptBlocks( }); } - const autoContextBlock = isPrimaryOrchestrator(helperComponentKey) - ? buildAutoContextBlock() - : null; - if (autoContextBlock && autoContextBlock.trim().length > 0) { - blocks.push({ - type: 'text', - text: autoContextBlock, - ...(cacheControl ? { cache_control: cacheControl } : {}) - }); - } + // REMOVED: autoContextBlock (top 10 nodes) + // Agent can now query this on-demand via sqliteQuery: + // SELECT id, title, COUNT(e.id) as edges FROM nodes n LEFT JOIN edges e ON n.id = e.from_node_id OR n.id = e.to_node_id GROUP BY n.id ORDER BY edges DESC LIMIT 10 // Add dimension context if an active dimension is provided if (nodeContext.activeDimension) { diff --git a/src/services/workflows/registry.ts b/src/services/workflows/registry.ts index 3c9323e..432ba36 100644 --- a/src/services/workflows/registry.ts +++ b/src/services/workflows/registry.ts @@ -18,6 +18,8 @@ const BUNDLED_WORKFLOWS: Record = { requiresFocusedNode: true, primaryActor: 'oracle', expectedOutcome: 'Brief section appended with what/gist/why it matters', + tools: ['getNodesById', 'updateNode'], + maxIterations: 3, }, 'research': { id: 2, @@ -29,6 +31,8 @@ const BUNDLED_WORKFLOWS: Record = { requiresFocusedNode: true, primaryActor: 'oracle', expectedOutcome: 'Research notes appended with background and key findings', + tools: ['getNodesById', 'webSearch', 'updateNode'], + maxIterations: 5, }, 'connect': { id: 3, @@ -40,6 +44,8 @@ const BUNDLED_WORKFLOWS: Record = { requiresFocusedNode: true, primaryActor: 'oracle', expectedOutcome: '3-5 edges created to related nodes', + tools: ['getNodesById', 'queryNodes', 'createEdge'], + maxIterations: 6, }, 'integrate': { id: 4, @@ -51,6 +57,8 @@ const BUNDLED_WORKFLOWS: Record = { requiresFocusedNode: true, primaryActor: 'oracle', expectedOutcome: 'Integration analysis appended; 3-5 edges created', + tools: ['getNodesById', 'queryNodes', 'searchContentEmbeddings', 'createEdge', 'updateNode'], + maxIterations: 12, }, 'survey': { id: 5, @@ -62,6 +70,8 @@ const BUNDLED_WORKFLOWS: Record = { requiresFocusedNode: false, // Requires active dimension, not focused node primaryActor: 'oracle', expectedOutcome: 'Dimension description updated with survey findings', + tools: ['queryDimensionNodes', 'searchContentEmbeddings', 'updateDimension'], + maxIterations: 5, }, }; @@ -80,6 +90,8 @@ function userWorkflowToDefinition(uw: ReturnType, id: n requiresFocusedNode: uw.requiresFocusedNode, primaryActor: 'oracle', expectedOutcome: undefined, + tools: uw.tools, + maxIterations: uw.maxIterations, }; } diff --git a/src/services/workflows/types.ts b/src/services/workflows/types.ts index d2878b1..a442f1d 100644 --- a/src/services/workflows/types.ts +++ b/src/services/workflows/types.ts @@ -8,4 +8,8 @@ export interface WorkflowDefinition { requiresFocusedNode: boolean; primaryActor: 'oracle' | 'main'; expectedOutcome?: string; + /** Tools this workflow is allowed to use. If not specified, uses default set. */ + tools?: string[]; + /** Maximum iterations for this workflow. Defaults to 10. */ + maxIterations?: number; } diff --git a/src/services/workflows/workflowFileService.ts b/src/services/workflows/workflowFileService.ts index 1d4459f..bb1920a 100644 --- a/src/services/workflows/workflowFileService.ts +++ b/src/services/workflows/workflowFileService.ts @@ -9,6 +9,8 @@ export interface UserWorkflow { instructions: string; enabled: boolean; requiresFocusedNode: boolean; + tools?: string[]; + maxIterations?: number; } function resolveBaseConfigDir(): string { @@ -66,6 +68,8 @@ export function listUserWorkflows(): UserWorkflow[] { instructions: parsed.instructions, enabled: parsed.enabled !== false, requiresFocusedNode: parsed.requiresFocusedNode !== false, + tools: Array.isArray(parsed.tools) ? parsed.tools : undefined, + maxIterations: typeof parsed.maxIterations === 'number' ? parsed.maxIterations : undefined, }); } } catch (error) { @@ -99,6 +103,8 @@ export function loadUserWorkflow(key: string): UserWorkflow | null { instructions: parsed.instructions, enabled: parsed.enabled !== false, requiresFocusedNode: parsed.requiresFocusedNode !== false, + tools: Array.isArray(parsed.tools) ? parsed.tools : undefined, + maxIterations: typeof parsed.maxIterations === 'number' ? parsed.maxIterations : undefined, }; } catch (error) { console.warn(`Failed to load workflow ${key}:`, error); @@ -110,7 +116,7 @@ export function saveWorkflow(workflow: UserWorkflow): void { ensureWorkflowsDirExists(); const filePath = path.join(getWorkflowsDir(), `${workflow.key}.json`); - const data = { + const data: Record = { key: workflow.key, displayName: workflow.displayName, description: workflow.description, @@ -119,6 +125,10 @@ export function saveWorkflow(workflow: UserWorkflow): void { requiresFocusedNode: workflow.requiresFocusedNode, }; + // Only include tools/maxIterations if defined + if (workflow.tools) data.tools = workflow.tools; + if (workflow.maxIterations) data.maxIterations = workflow.maxIterations; + fs.writeFileSync(filePath, JSON.stringify(data, null, 2), 'utf-8'); } diff --git a/src/tools/infrastructure/groups.ts b/src/tools/infrastructure/groups.ts index 0e6ff3e..faf0486 100644 --- a/src/tools/infrastructure/groups.ts +++ b/src/tools/infrastructure/groups.ts @@ -42,12 +42,9 @@ export const TOOL_GROUP_ASSIGNMENTS: Record = { queryDimensionNodes: 'core', searchContentEmbeddings: 'core', - // Orchestration: Delegation and reasoning (orchestrator only) + // Orchestration: Workflows and reasoning (orchestrator only) webSearch: 'orchestration', think: 'orchestration', - delegateToMiniRAH: 'orchestration', - delegateNodeQuotes: 'orchestration', - delegateNodeComparison: 'orchestration', delegateToWiseRAH: 'orchestration', executeWorkflow: 'orchestration', listWorkflows: 'orchestration', diff --git a/src/tools/infrastructure/registry.ts b/src/tools/infrastructure/registry.ts index 528bf98..559be2d 100644 --- a/src/tools/infrastructure/registry.ts +++ b/src/tools/infrastructure/registry.ts @@ -9,8 +9,7 @@ import { updateEdgeTool } from '../database/updateEdge'; import { quickLinkTool } from '../database/quickLink'; import { createDimensionTool } from '../database/createDimension'; import { updateDimensionTool } from '../database/updateDimension'; -import { lockDimensionTool } from '../database/lockDimension'; -import { unlockDimensionTool } from '../database/unlockDimension'; +// lockDimension and unlockDimension consolidated into updateDimension (use isPriority param) import { deleteDimensionTool } from '../database/deleteDimension'; import { queryDimensionsTool } from '../database/queryDimensions'; import { getDimensionTool } from '../database/getDimension'; @@ -18,8 +17,6 @@ import { queryDimensionNodesTool } from '../database/queryDimensionNodes'; import { searchContentEmbeddingsTool } from '../other/searchContentEmbeddings'; import { webSearchTool } from '../other/webSearch'; import { thinkTool } from '../other/think'; -import { delegateToMiniRAHTool } from '../orchestration/delegateToMiniRAH'; -import { delegateNodeQuotesTool, delegateNodeComparisonTool } from '../orchestration/delegationHelpers'; import { delegateToWiseRAHTool } from '../orchestration/delegateToWiseRAH'; import { executeWorkflowTool } from '../orchestration/executeWorkflow'; import { listWorkflowsTool } from '../orchestration/listWorkflows'; @@ -28,10 +25,12 @@ import { editWorkflowTool } from '../orchestration/editWorkflow'; import { youtubeExtractTool } from '../other/youtubeExtract'; import { websiteExtractTool } from '../other/websiteExtract'; import { paperExtractTool } from '../other/paperExtract'; +import { sqliteQueryTool } from '../other/sqliteQuery'; import { logEvalToolCall } from '@/services/evals/evalsLogger'; // Core tools available to all agents (read-only graph operations) const CORE_TOOLS: Record = { + sqliteQuery: sqliteQueryTool, queryNodes: queryNodesTool, getNodesById: getNodesByIdTool, queryEdge: queryEdgeTool, @@ -44,9 +43,6 @@ const CORE_TOOLS: Record = { const ORCHESTRATION_TOOLS: Record = { webSearch: webSearchTool, think: thinkTool, - delegateToMiniRAH: delegateToMiniRAHTool, - delegateNodeQuotes: delegateNodeQuotesTool, - delegateNodeComparison: delegateNodeComparisonTool, delegateToWiseRAH: delegateToWiseRAHTool, executeWorkflow: executeWorkflowTool, listWorkflows: listWorkflowsTool, @@ -63,8 +59,6 @@ const EXECUTION_TOOLS: Record = { quickLink: quickLinkTool, createDimension: createDimensionTool, updateDimension: updateDimensionTool, - lockDimension: lockDimensionTool, - unlockDimension: unlockDimensionTool, deleteDimension: deleteDimensionTool, youtubeExtract: youtubeExtractTool, websiteExtract: websiteExtractTool, @@ -98,8 +92,6 @@ const ORCHESTRATOR_TOOL_NAMES = Array.from(new Set([ 'quickLink', 'createDimension', 'updateDimension', - 'lockDimension', - 'unlockDimension', 'deleteDimension', 'youtubeExtract', 'websiteExtract', @@ -108,25 +100,22 @@ const ORCHESTRATOR_TOOL_NAMES = Array.from(new Set([ const EXECUTOR_TOOL_NAMES = [ ...Object.keys(CORE_TOOLS), - ...Object.keys(ORCHESTRATION_TOOLS).filter(name => - name !== 'delegateToMiniRAH' && + ...Object.keys(ORCHESTRATION_TOOLS).filter(name => name !== 'delegateToWiseRAH' && - name !== 'executeWorkflow' && - name !== 'delegateNodeQuotes' && - name !== 'delegateNodeComparison' + name !== 'executeWorkflow' ), ...Object.keys(EXECUTION_TOOLS), ]; +// Note: PLANNER_TOOL_NAMES kept for backwards compatibility but workflows now use specific tool sets const PLANNER_TOOL_NAMES = [ ...Object.keys(CORE_TOOLS), 'webSearch', 'think', - 'delegateToMiniRAH', - 'updateNode', // For workflow execution (integrate workflow needs direct write access) - 'createEdge', // For edge creation in workflows - 'quickLink', // Fast edge creation via text search - 'updateDimension', // For survey workflow (dimension analysis) + 'updateNode', + 'createEdge', + 'quickLink', + 'updateDimension', ]; /** @@ -196,6 +185,17 @@ export function getToolsForRole(role: 'orchestrator' | 'executor' | 'planner'): return getHelperTools(names); } +/** + * Get tools by their names (for workflow execution with specific tool sets) + */ +export function getToolsByNames(toolNames: string[]): Record { + if (!Array.isArray(toolNames) || toolNames.length === 0) { + console.warn('[getToolsByNames] No tool names provided'); + return {}; + } + return getHelperTools(toolNames); +} + /** * Execute a tool with given parameters and context */ diff --git a/src/tools/orchestration/delegateToMiniRAH.ts b/src/tools/orchestration/delegateToMiniRAH.ts deleted file mode 100644 index 8a3c4c2..0000000 --- a/src/tools/orchestration/delegateToMiniRAH.ts +++ /dev/null @@ -1,221 +0,0 @@ -import { tool } from 'ai'; -import { z } from 'zod'; -import { AgentDelegationService } from '@/services/agents/delegation'; -import { MiniRAHExecutor } from '@/services/agents/executor'; -import { RequestContext } from '@/services/context/requestContext'; -import type { Node } from '@/types/database'; -import { nodeService } from '@/services/database/nodes'; - -type CapsuleNodeRole = 'primary' | 'secondary' | 'referenced'; - -interface CapsuleNodeSnapshot { - id: number; - title: string | null; - link: string | null; - dimensions: string[]; - chunkStatus: string; - hasChunks: boolean; - excerpt: string | null; - role: CapsuleNodeRole; -} - -interface DelegationCapsule { - version: number; - generatedAt: string; - primary: CapsuleNodeSnapshot | null; - secondary: CapsuleNodeSnapshot[]; - referenced: CapsuleNodeSnapshot[]; - focusCount: number; -} - -function truncateWords(text: string, limit: number): string { - if (!text) return ''; - const words = text.trim().split(/\s+/); - if (words.length <= limit) return text.trim(); - return `${words.slice(0, limit).join(' ')}…`; -} - -function describeChunk(node: Node): { status: string; hasChunks: boolean } { - const status = node.chunk_status || 'unknown'; - const hasChunks = status === 'chunked' || (typeof node.chunk === 'string' && node.chunk.length > 0); - return { status, hasChunks }; -} - -function buildSnapshot(node: Node, role: CapsuleNodeRole): CapsuleNodeSnapshot { - const primaryText = (node.content || node.description || '').trim(); - const linkFallback = node.link || ''; - const excerptSource = primaryText.length > 0 ? primaryText : linkFallback; - const { status, hasChunks } = describeChunk(node); - return { - id: node.id, - title: node.title || null, - link: node.link || null, - dimensions: node.dimensions || [], - chunkStatus: status, - hasChunks, - excerpt: excerptSource ? truncateWords(excerptSource, 80) : null, - role, - }; -} - -function formatCapsuleForLLM(capsule: DelegationCapsule): string { - const lines: string[] = ['=== DELEGATION CAPSULE ===']; - if (capsule.primary) { - lines.push('Primary focus:', formatSnapshotLine(capsule.primary)); - } else { - lines.push('Primary focus: None'); - } - - if (capsule.secondary.length > 0) { - lines.push('Secondary focus nodes:'); - capsule.secondary.forEach(snapshot => { - lines.push(`- ${formatSnapshotLine(snapshot)}`); - }); - } else { - lines.push('Secondary focus nodes: None'); - } - - if (capsule.referenced.length > 0) { - lines.push('Referenced nodes provided in this task:'); - capsule.referenced.forEach(snapshot => { - lines.push(`- ${formatSnapshotLine(snapshot)}`); - }); - } - - lines.push('Instructions:', - '- Use the capsule snapshots as ground truth for node IDs and titles.', - '- Call getNodesById if you need the full record beyond the provided excerpt.', - '- List the node IDs you used in the "Context sources used" line of your final summary.', - '=== END CAPSULE ==='); - return lines.join('\n'); -} - -function formatSnapshotLine(snapshot: CapsuleNodeSnapshot): string { - const dimensionLabel = snapshot.dimensions.length > 0 ? snapshot.dimensions.join(', ') : 'none'; - const excerpt = snapshot.excerpt ? `Excerpt: ${snapshot.excerpt}` : 'Excerpt: (no stored content; hydrate via getNodesById if required)'; - return `[NODE:${snapshot.id}:"${snapshot.title || 'Untitled'}"] | role=${snapshot.role} | dimensions=${dimensionLabel} | chunk_status=${snapshot.chunkStatus} | ${excerpt}`; -} - -function buildSourceBlock(snapshot: CapsuleNodeSnapshot): string { - return [ - `=== SOURCE: NODE ${snapshot.id} ===`, - `Title: "${snapshot.title || 'Untitled'}"`, - `Role: ${snapshot.role}`, - `Chunk status: ${snapshot.chunkStatus} (has_chunks=${snapshot.hasChunks})`, - snapshot.link ? `Link: ${snapshot.link}` : 'Link: None', - snapshot.dimensions.length > 0 ? `Dimensions: ${snapshot.dimensions.join(', ')}` : 'Dimensions: None', - snapshot.excerpt ? `Excerpt: ${snapshot.excerpt}` : 'Excerpt: (not available) β€” call getNodesById if you need more context.', - '=====================' - ].join('\n'); -} - -async function hydrateReferencedNodes(nodeIds: number[]): Promise { - const nodes: Node[] = []; - for (const id of nodeIds) { - try { - const node = await nodeService.getNodeById(id); - if (node) { - nodes.push(node); - } - } catch (error) { - console.warn(`delegateToMiniRAH: failed to load node ${id}`, error); - } - } - return nodes; -} - -export const delegateToMiniRAHTool = tool({ - description: 'Delegate task to mini worker', - inputSchema: z.object({ - task: z.string().describe('Clear, actionable description of what the mini ra-h should do'), - context: z.array(z.string()).max(16).default([]).describe('Optional context: URLs, node IDs, or key information the worker needs'), - expectedOutcome: z.string().optional().describe('Optional: what format or structure you expect in the summary'), - }), - execute: async ({ task, context = [], expectedOutcome }) => { - const requestContext = RequestContext.get(); - const openTabs = (requestContext.openTabs ?? []) as Node[]; - const activeTabId = requestContext.activeTabId ?? null; - - const providedEntries = Array.isArray(context) ? context.filter(entry => typeof entry === 'string') as string[] : []; - const referencedNodeIds = new Set(); - const passthroughEntries: string[] = []; - - providedEntries.forEach(entry => { - const trimmed = entry.trim(); - const numericMatch = trimmed.match(/^(?:node_id:)?(\d+)$/i); - if (numericMatch) { - const id = Number(numericMatch[1]); - if (Number.isFinite(id) && id > 0) { - referencedNodeIds.add(id); - } - return; - } - passthroughEntries.push(entry); - }); - - const focusMap = new Map(); - openTabs.forEach(node => { - if (node && typeof node.id === 'number') { - focusMap.set(node.id, node); - } - }); - - const additionalIds = Array.from(referencedNodeIds).filter(id => !focusMap.has(id)); - const referencedNodes = await hydrateReferencedNodes(additionalIds); - - referencedNodes.forEach(node => focusMap.set(node.id, node)); - - const focusNodes = Array.from(focusMap.values()); - const primaryNode = focusNodes.find(node => node.id === activeTabId) || focusNodes[0] || null; - const secondaryNodes = focusNodes.filter(node => primaryNode && node.id !== primaryNode.id && openTabs.some(tab => tab.id === node.id)); - const referencedOnlyNodes = focusNodes.filter(node => !openTabs.some(tab => tab.id === node.id)); - - const capsule: DelegationCapsule = { - version: 1, - generatedAt: new Date().toISOString(), - primary: primaryNode ? buildSnapshot(primaryNode, 'primary') : null, - secondary: secondaryNodes.map(node => buildSnapshot(node, 'secondary')), - referenced: referencedOnlyNodes.map(node => buildSnapshot(node, 'referenced')), - focusCount: openTabs.length, - }; - - const sourceBlocks: string[] = []; - const snapshots: CapsuleNodeSnapshot[] = []; - if (capsule.primary) snapshots.push(capsule.primary); - snapshots.push(...capsule.secondary, ...capsule.referenced); - snapshots.forEach(snapshot => { - sourceBlocks.push(buildSourceBlock(snapshot)); - }); - - const enrichedContext: string[] = [ - `CAPSULE_JSON::${JSON.stringify(capsule)}`, - formatCapsuleForLLM(capsule), - ...sourceBlocks, - ...passthroughEntries, - ].slice(0, 16); - - const delegation = AgentDelegationService.createDelegation({ - task, - context: enrichedContext, - expectedOutcome, - supabaseToken: null, - }); - - const execution = await MiniRAHExecutor.execute({ - sessionId: delegation.sessionId, - task, - context: enrichedContext, - expectedOutcome, - traceId: requestContext.traceId, - parentChatId: requestContext.parentChatId, - workflowKey: requestContext.workflowKey, - workflowNodeId: requestContext.workflowNodeId, - }); - - const summary = execution?.summary || 'Task delegated but no summary returned.'; - const status = execution?.status || 'completed'; - const sessionSuffix = delegation.sessionId.split('_').pop(); - const statusLabel = status === 'completed' ? 'completed the task' : 'flagged an issue'; - return `Mini ra-h (session ${sessionSuffix}) ${statusLabel}:\n\n${summary}`; - }, -}); diff --git a/src/tools/orchestration/delegateToWiseRAH.ts b/src/tools/orchestration/delegateToWiseRAH.ts index a623c54..0f7862e 100644 --- a/src/tools/orchestration/delegateToWiseRAH.ts +++ b/src/tools/orchestration/delegateToWiseRAH.ts @@ -1,7 +1,7 @@ import { tool } from 'ai'; import { z } from 'zod'; import { AgentDelegationService } from '@/services/agents/delegation'; -import { WiseRAHExecutor } from '@/services/agents/wiseRAHExecutor'; +import { WorkflowExecutor } from '@/services/agents/workflowExecutor'; import { RequestContext } from '@/services/context/requestContext'; export const delegateToWiseRAHTool = tool({ @@ -25,7 +25,7 @@ export const delegateToWiseRAHTool = tool({ supabaseToken: null, }); - const execution = await WiseRAHExecutor.execute({ + const execution = await WorkflowExecutor.execute({ sessionId: delegation.sessionId, task, context, diff --git a/src/tools/orchestration/delegationHelpers.ts b/src/tools/orchestration/delegationHelpers.ts deleted file mode 100644 index 9e26b3b..0000000 --- a/src/tools/orchestration/delegationHelpers.ts +++ /dev/null @@ -1,60 +0,0 @@ -import { tool } from 'ai'; -import { z } from 'zod'; -import { delegateToMiniRAHTool } from './delegateToMiniRAH'; - -export const delegateNodeQuotesTool = tool({ - description: 'Extract quotes from single node', - inputSchema: z.object({ - nodeId: z.number().int().positive().describe('The node to read from'), - question: z.string().min(3).describe('The question or prompt the quotes should answer'), - maxQuotes: z.number().int().min(1).max(6).default(3).describe('Maximum number of quotes to return'), - requireSummary: z.boolean().default(false).describe('Whether to include a short synthesis after the quotes'), - }), - execute: async ({ nodeId, question, maxQuotes, requireSummary }) => { - const task = `Extract up to ${maxQuotes} ready-to-use verbatim quotes (include speaker/source if present) from [NODE:${nodeId}] that answer: "${question}". Provide each quote with a one-line takeaway.`; - const context = [String(nodeId), `REQUIRE_SYNTHESIS:${requireSummary ? 'yes' : 'no'}`]; - const expectedOutcome = requireSummary - ? 'Use the required Task/Actions/Result/Node/Context sources used/Follow-up template. In the Result line, list the quotes (prefixed with takeaways) first, then add a 2-3 sentence comparison summary. Always finish with "Context sources used" listing every NODE ID referenced.' - : 'Use the required Task/Actions/Result/Node/Context sources used/Follow-up template. In the Result line, list only the quotes (each prefixed with a takeaway) and end the summary with "Context sources used" covering every NODE ID referenced.'; - - if (typeof delegateToMiniRAHTool.execute !== 'function') { - throw new Error('delegateToMiniRAH tool is unavailable.'); - } - - return delegateToMiniRAHTool.execute({ - task, - context, - expectedOutcome, - }, undefined as any); - } -}); - -export const delegateNodeComparisonTool = tool({ - description: 'Create synthesis from gathered evidence', - inputSchema: z.object({ - title: z.string().min(3).describe('Title for the synthesis node'), - comparisonPrompt: z.string().min(5).describe('Short description of what to compare or conclude'), - sourceNodeIds: z.array(z.number().int().positive()).min(1).max(8).describe('Source nodes that must be cited'), - includeOutline: z.boolean().default(false).describe('If true, worker should draft with numbered sections matching current outline in context'), - }), - execute: async ({ title, comparisonPrompt, sourceNodeIds, includeOutline }) => { - const task = `Using the gathered evidence, draft the final synthesis titled "${title}". Compare or conclude on: ${comparisonPrompt}.`; - const outlineHint = includeOutline - ? 'Follow the outline provided in the context exactly (use the same headings).' - : 'Structure the answer with clear sections (Intro, Comparison, Takeaways).'; - const contextEntries = sourceNodeIds.map(id => String(id)); - contextEntries.push(outlineHint); - - const expectedOutcome = 'Use the required Task/Actions/Result/Node/Context sources used/Follow-up template. In the Result line, deliver polished prose ready for createNode/updateNode, cite specific quotes inline where relevant, and finish with "Context sources used" listing every NODE ID you relied on.'; - - if (typeof delegateToMiniRAHTool.execute !== 'function') { - throw new Error('delegateToMiniRAH tool is unavailable.'); - } - - return delegateToMiniRAHTool.execute({ - task, - context: contextEntries, - expectedOutcome, - }, undefined as any); - } -}); diff --git a/src/tools/orchestration/executeWorkflow.ts b/src/tools/orchestration/executeWorkflow.ts index 5f34aa9..ef21f6e 100644 --- a/src/tools/orchestration/executeWorkflow.ts +++ b/src/tools/orchestration/executeWorkflow.ts @@ -3,7 +3,7 @@ import { z } from 'zod'; import { WorkflowRegistry } from '@/services/workflows/registry'; import { getSQLiteClient } from '@/services/database/sqlite-client'; import { AgentDelegationService } from '@/services/agents/delegation'; -import { WiseRAHExecutor } from '@/services/agents/wiseRAHExecutor'; +import { WorkflowExecutor } from '@/services/agents/workflowExecutor'; import { RequestContext } from '@/services/context/requestContext'; import { getAutoContextSummaries } from '@/services/context/autoContext'; @@ -105,7 +105,7 @@ ${nodeId ? `Target Node ID: ${nodeId}` : 'No specific node targeted (general wor }); // Fire-and-forget execution so main ra-h stays responsive while workflow runs - void WiseRAHExecutor.execute({ + void WorkflowExecutor.execute({ sessionId: delegation.sessionId, task, context: contextLines, diff --git a/src/tools/other/sqliteQuery.ts b/src/tools/other/sqliteQuery.ts new file mode 100644 index 0000000..4f5eabb --- /dev/null +++ b/src/tools/other/sqliteQuery.ts @@ -0,0 +1,145 @@ +import { tool } from 'ai'; +import { z } from 'zod'; +import { exec } from 'child_process'; +import { promisify } from 'util'; +import path from 'path'; + +const execAsync = promisify(exec); + +// Get database path (same logic as sqlite-client.ts) +function getDatabasePath(): string { + return process.env.SQLITE_DB_PATH || path.join( + process.env.HOME || '~', + 'Library/Application Support/RA-H/db/rah.sqlite' + ); +} + +// Security: Only allow SELECT statements +function isReadOnlyQuery(sql: string): boolean { + const normalized = sql.trim().toLowerCase(); + + // Must start with SELECT, WITH (for CTEs), or PRAGMA (for schema inspection) + const allowedPrefixes = ['select', 'with', 'pragma']; + const startsWithAllowed = allowedPrefixes.some(prefix => + normalized.startsWith(prefix) + ); + + if (!startsWithAllowed) return false; + + // Block dangerous patterns even in subqueries + const dangerousPatterns = [ + /\binsert\b/i, + /\bupdate\b/i, + /\bdelete\b/i, + /\bdrop\b/i, + /\bcreate\b/i, + /\balter\b/i, + /\battach\b/i, + /\bdetach\b/i, + /\breindex\b/i, + /\bvacuum\b/i, + /\banalyze\b/i, + ]; + + return !dangerousPatterns.some(pattern => pattern.test(sql)); +} + +export const sqliteQueryTool = tool({ + description: 'Execute read-only SQL queries (SELECT/WITH/PRAGMA). Tables: nodes, edges, dimensions, chunks. Use PRAGMA table_info(tablename) for schema.', + + inputSchema: z.object({ + sql: z.string().describe('The SQL query to execute. Must be a SELECT, WITH, or PRAGMA statement.'), + format: z.enum(['table', 'json', 'csv']).default('table').describe('Output format: table (default), json, or csv'), + }), + + execute: async ({ sql, format = 'table' }) => { + console.log('πŸ” SQLite Query tool called:', sql.substring(0, 100)); + + // Security check + if (!isReadOnlyQuery(sql)) { + return { + success: false, + error: 'Only SELECT, WITH, and PRAGMA statements are allowed. Write operations must use dedicated tools (createNode, updateNode, etc.).', + data: null, + }; + } + + const dbPath = getDatabasePath(); + + // Build sqlite3 command with appropriate output mode + let modeFlag = ''; + switch (format) { + case 'json': + modeFlag = '-json'; + break; + case 'csv': + modeFlag = '-csv -header'; + break; + case 'table': + default: + modeFlag = '-header -column'; + break; + } + + // Escape the SQL for shell (replace single quotes) + const escapedSql = sql.replace(/'/g, "'\"'\"'"); + const command = `sqlite3 ${modeFlag} "${dbPath}" '${escapedSql}'`; + + try { + const { stdout, stderr } = await execAsync(command, { + timeout: 5000, // 5 second timeout + maxBuffer: 1024 * 1024, // 1MB max output + }); + + if (stderr && !stdout) { + return { + success: false, + error: stderr, + data: null, + }; + } + + // Parse JSON output if requested + let data: any = stdout.trim(); + if (format === 'json' && data) { + try { + data = JSON.parse(data); + } catch { + // Keep as string if parse fails + } + } + + // Count rows for message + let rowCount = 0; + if (format === 'json' && Array.isArray(data)) { + rowCount = data.length; + } else if (typeof data === 'string') { + // Count non-empty lines minus header + const lines = data.split('\n').filter(line => line.trim()); + rowCount = Math.max(0, lines.length - 1); // Subtract header row + } + + return { + success: true, + data, + message: `Query returned ${rowCount} row${rowCount !== 1 ? 's' : ''}.`, + }; + + } catch (error: any) { + // Handle timeout + if (error.killed) { + return { + success: false, + error: 'Query timed out after 5 seconds. Try a simpler query or add LIMIT.', + data: null, + }; + } + + return { + success: false, + error: error.message || 'Query execution failed', + data: null, + }; + } + }, +});