diff --git a/hindsight-integrations/chat/.gitignore b/hindsight-integrations/chat/.gitignore new file mode 100644 index 00000000..06fd95de --- /dev/null +++ b/hindsight-integrations/chat/.gitignore @@ -0,0 +1,30 @@ +# Dependencies +node_modules/ + +# Build output +dist/ + +# Test coverage +coverage/ + +# IDE +.vscode/ +.idea/ +*.swp +*.swo +*~ + +# OS +.DS_Store +Thumbs.db + +# Logs +*.log +npm-debug.log* +yarn-debug.log* +yarn-error.log* + +# Environment +.env +.env.local +.env.*.local diff --git a/hindsight-integrations/chat/README.md b/hindsight-integrations/chat/README.md new file mode 100644 index 00000000..8eb87c3c --- /dev/null +++ b/hindsight-integrations/chat/README.md @@ -0,0 +1,161 @@ +# @vectorize-io/hindsight-chat + +Give your [Vercel Chat SDK](https://github.com/vercel/chat) bots persistent, per-user memory with a single handler wrapper. Works with Slack, Discord, Teams, Google Chat, GitHub, and Linear. + +## Quick Start + +```bash +npm install @vectorize-io/hindsight-chat +``` + +```typescript +import { Chat } from 'chat'; +import { HindsightClient } from '@vectorize-io/hindsight-client'; +import { withHindsightChat } from '@vectorize-io/hindsight-chat'; +import { streamText } from 'ai'; +import { openai } from '@ai-sdk/openai'; + +const chat = new Chat({ connectors: [/* your connectors */] }); +const hindsight = new HindsightClient({ apiKey: process.env.HINDSIGHT_API_KEY }); + +chat.onNewMention( + withHindsightChat( + { + client: hindsight, + bankId: (msg) => msg.author.userId, // per-user memory + }, + async (thread, message, ctx) => { + await thread.subscribe(); + + const result = await streamText({ + model: openai('gpt-4o'), + system: ctx.memoriesAsSystemPrompt(), + messages: [{ role: 'user', content: message.text }], + }); + + // Stream the response + const chunks: string[] = []; + for await (const chunk of result.textStream) { + chunks.push(chunk); + } + const fullResponse = chunks.join(''); + await thread.post(fullResponse); + + // Store the conversation in memory + await ctx.retain( + `User: ${message.text}\nAssistant: ${fullResponse}` + ); + } + ) +); +``` + +## Configuration + +### `withHindsightChat(options, handler)` + +Returns a standard Chat SDK handler `(thread, message) => Promise`. + +#### Options + +| Option | Type | Default | Description | +|--------|------|---------|-------------| +| `client` | `HindsightClient` | *required* | Hindsight client instance | +| `bankId` | `string \| (msg) => string` | *required* | Memory bank ID or resolver function | +| `recall.enabled` | `boolean` | `true` | Auto-recall memories before handler | +| `recall.budget` | `'low' \| 'mid' \| 'high'` | `'mid'` | Processing budget for recall | +| `recall.maxTokens` | `number` | API default | Max tokens for recall results | +| `recall.types` | `FactType[]` | all | Filter to specific fact types | +| `recall.includeEntities` | `boolean` | `true` | Include entity observations | +| `retain.enabled` | `boolean` | `false` | Auto-retain inbound messages | +| `retain.async` | `boolean` | `true` | Fire-and-forget retain | +| `retain.tags` | `string[]` | – | Tags for retained memories | +| `retain.metadata` | `Record` | – | Metadata for retained memories | + +### Context (`ctx`) + +The third argument passed to your handler: + +| Property/Method | Description | +|----------------|-------------| +| `ctx.bankId` | Resolved bank ID | +| `ctx.memories` | Array of recalled memories | +| `ctx.entities` | Entity observations (or null) | +| `ctx.memoriesAsSystemPrompt(options?)` | Format memories for LLM system prompt | +| `ctx.retain(content, options?)` | Store content in memory | +| `ctx.recall(query, options?)` | Search memories | +| `ctx.reflect(query, options?)` | Reason over memories | + +## Examples + +### Subscribed Message Handler + +```typescript +chat.onSubscribedMessage( + withHindsightChat( + { + client: hindsight, + bankId: (msg) => msg.author.userId, + recall: { budget: 'high', maxTokens: 1000 }, + }, + async (thread, message, ctx) => { + const result = await generateText({ + model: openai('gpt-4o'), + system: ctx.memoriesAsSystemPrompt(), + messages: [{ role: 'user', content: message.text }], + }); + await thread.post(result.text); + } + ) +); +``` + +### Auto-Retain Inbound Messages + +```typescript +chat.onNewMention( + withHindsightChat( + { + client: hindsight, + bankId: (msg) => msg.author.userId, + retain: { enabled: true, tags: ['slack', 'inbound'] }, + }, + async (thread, message, ctx) => { + // Inbound message is already being retained automatically + const result = await generateText({ + model: openai('gpt-4o'), + system: ctx.memoriesAsSystemPrompt(), + messages: [{ role: 'user', content: message.text }], + }); + await thread.post(result.text); + + // Retain the assistant response separately + await ctx.retain(`Assistant: ${result.text}`, { + tags: ['slack', 'outbound'], + }); + } + ) +); +``` + +### Static Bank ID (Shared Memory) + +```typescript +// All users share the same memory bank +chat.onNewMention( + withHindsightChat( + { client: hindsight, bankId: 'shared-team-memory' }, + async (thread, message, ctx) => { + // ... + } + ) +); +``` + +## Error Handling + +Memory failures never break your bot. Auto-recall and auto-retain errors are logged as warnings and the handler continues with empty memories. Manual `ctx.retain()`, `ctx.recall()`, and `ctx.reflect()` calls propagate errors normally so you can handle them as needed. + +## License + +MIT diff --git a/hindsight-integrations/chat/package-lock.json b/hindsight-integrations/chat/package-lock.json new file mode 100644 index 00000000..fbde6688 --- /dev/null +++ b/hindsight-integrations/chat/package-lock.json @@ -0,0 +1,2766 @@ +{ + "name": "@vectorize-io/hindsight-chat", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "@vectorize-io/hindsight-chat", + "version": "0.1.0", + "license": "MIT", + "devDependencies": { + "@types/node": "^22.0.0", + "@vitest/ui": "^4.0.18", + "chat": "^4.0.0", + "typescript": "^5.7.0", + "vitest": "^4.0.18" + }, + "engines": { + "node": ">=22" + }, + "peerDependencies": { + "chat": "^4.0.0" + } + }, + "node_modules/@esbuild/aix-ppc64": { + "version": "0.27.3", + "resolved": "https://registry.npmjs.org/@esbuild/aix-ppc64/-/aix-ppc64-0.27.3.tgz", + 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"MIT", + "repository": { + "type": "git", + "url": "https://github.com/vectorize-io/hindsight.git", + "directory": "hindsight-integrations/chat" + }, + "files": [ + "dist", + "README.md" + ], + "scripts": { + "build": "tsc", + "dev": "tsc --watch", + "clean": "rm -rf dist", + "test": "vitest run", + "test:watch": "vitest", + "prepublishOnly": "npm run clean && npm run build" + }, + "peerDependencies": { + "chat": "^4.0.0" + }, + "devDependencies": { + "@types/node": "^22.0.0", + "@vitest/ui": "^4.0.18", + "chat": "^4.0.0", + "typescript": "^5.7.0", + "vitest": "^4.0.18" + }, + "engines": { + "node": ">=22" + } +} diff --git a/hindsight-integrations/chat/src/format.test.ts b/hindsight-integrations/chat/src/format.test.ts new file mode 100644 index 00000000..62c8875e --- /dev/null +++ b/hindsight-integrations/chat/src/format.test.ts @@ -0,0 +1,127 @@ +import { describe, it, expect } from 'vitest'; +import { formatMemoriesAsSystemPrompt } from './format.js'; +import type { RecallResult, EntityState } from './types.js'; + +function makeMemory(overrides: Partial = {}): RecallResult { + return { + id: 'mem-1', + text: 'User prefers dark mode', + type: 'experience', + ...overrides, + }; +} + +function makeEntities(): Record { + return { + 'ent-1': { + entity_id: 'ent-1', + canonical_name: 'Alice', + observations: [ + { text: 'Works at Acme Corp' }, + { text: 'Prefers TypeScript', mentioned_at: '2025-01-01T00:00:00Z' }, + ], + }, + }; +} + +describe('formatMemoriesAsSystemPrompt', () => { + it('returns empty string when no memories and no entities', () => { + expect(formatMemoriesAsSystemPrompt([], null)).toBe(''); + expect(formatMemoriesAsSystemPrompt([], {})).toBe(''); + expect(formatMemoriesAsSystemPrompt([], undefined)).toBe(''); + }); + + it('formats memories with default preamble', () => { + const result = formatMemoriesAsSystemPrompt( + [makeMemory(), makeMemory({ id: 'mem-2', text: 'Likes coffee', type: 'world' })], + null + ); + + expect(result).toContain( + 'You have access to the following memories about this user' + ); + expect(result).toContain(''); + expect(result).toContain('- User prefers dark mode [experience]'); + expect(result).toContain('- Likes coffee [world]'); + expect(result).toContain(''); + expect(result).not.toContain(''); + }); + + it('formats memories without type suffix when type is null', () => { + const result = formatMemoriesAsSystemPrompt( + [makeMemory({ type: null })], + null + ); + expect(result).toContain('- User prefers dark mode\n'); + expect(result).not.toContain('['); + }); + + it('includes entity observations', () => { + const result = formatMemoriesAsSystemPrompt( + [makeMemory()], + makeEntities() + ); + + expect(result).toContain(''); + expect(result).toContain(''); + expect(result).toContain('## Alice'); + expect(result).toContain('- Works at Acme Corp'); + expect(result).toContain('- Prefers TypeScript'); + expect(result).toContain(''); + }); + + it('shows only entities when no memories', () => { + const result = formatMemoriesAsSystemPrompt([], makeEntities()); + + expect(result).not.toContain(''); + expect(result).toContain(''); + expect(result).toContain('## Alice'); + }); + + it('uses custom preamble', () => { + const result = formatMemoriesAsSystemPrompt( + [makeMemory()], + null, + { preamble: 'Here is what I know:' } + ); + expect(result.startsWith('Here is what I know:')).toBe(true); + }); + + it('limits memories with maxMemories', () => { + const memories = [ + makeMemory({ id: '1', text: 'First' }), + makeMemory({ id: '2', text: 'Second' }), + makeMemory({ id: '3', text: 'Third' }), + ]; + const result = formatMemoriesAsSystemPrompt(memories, null, { + maxMemories: 2, + }); + expect(result).toContain('First'); + expect(result).toContain('Second'); + expect(result).not.toContain('Third'); + }); + + it('filters by includeTypes', () => { + const memories = [ + makeMemory({ id: '1', text: 'World fact', type: 'world' }), + makeMemory({ id: '2', text: 'Experience', type: 'experience' }), + makeMemory({ id: '3', text: 'Observation', type: 'observation' }), + ]; + const result = formatMemoriesAsSystemPrompt(memories, null, { + includeTypes: ['world', 'observation'], + }); + expect(result).toContain('World fact'); + expect(result).not.toContain('Experience'); + expect(result).toContain('Observation'); + }); + + it('excludes entities when includeEntities is false', () => { + const result = formatMemoriesAsSystemPrompt( + [makeMemory()], + makeEntities(), + { includeEntities: false } + ); + expect(result).toContain(''); + expect(result).not.toContain(''); + }); +}); diff --git a/hindsight-integrations/chat/src/format.ts b/hindsight-integrations/chat/src/format.ts new file mode 100644 index 00000000..371124b1 --- /dev/null +++ b/hindsight-integrations/chat/src/format.ts @@ -0,0 +1,68 @@ +import type { RecallResult, EntityState, MemoryPromptOptions } from './types.js'; + +const DEFAULT_PREAMBLE = + 'You have access to the following memories about this user from previous interactions:'; + +/** + * Formats recalled memories and entity observations into a system prompt string. + * + * Returns an empty string when there are no memories or entities to include, + * so callers can safely concatenate or conditionally append. + */ +export function formatMemoriesAsSystemPrompt( + memories: RecallResult[], + entities: Record | null | undefined, + options?: MemoryPromptOptions +): string { + const { + preamble = DEFAULT_PREAMBLE, + maxMemories, + includeTypes, + includeEntities = true, + } = options ?? {}; + + let filtered = memories; + + if (includeTypes && includeTypes.length > 0) { + filtered = filtered.filter( + (m) => m.type != null && includeTypes.includes(m.type as never) + ); + } + + if (maxMemories != null && maxMemories > 0) { + filtered = filtered.slice(0, maxMemories); + } + + const hasMemories = filtered.length > 0; + const entityEntries = entities ? Object.values(entities) : []; + const hasEntities = includeEntities && entityEntries.length > 0; + + if (!hasMemories && !hasEntities) { + return ''; + } + + const parts: string[] = [preamble, '']; + + if (hasMemories) { + parts.push(''); + for (const memory of filtered) { + const typeSuffix = memory.type ? ` [${memory.type}]` : ''; + parts.push(`- ${memory.text}${typeSuffix}`); + } + parts.push(''); + } + + if (hasEntities) { + if (hasMemories) parts.push(''); + parts.push(''); + for (const entity of entityEntries) { + parts.push(`## ${entity.canonical_name}`); + for (const obs of entity.observations) { + parts.push(`- ${obs.text}`); + } + } + parts.push(''); + } + + return parts.join('\n'); +} diff --git a/hindsight-integrations/chat/src/index.ts b/hindsight-integrations/chat/src/index.ts new file mode 100644 index 00000000..f15888d4 --- /dev/null +++ b/hindsight-integrations/chat/src/index.ts @@ -0,0 +1,22 @@ +export { withHindsightChat } from './wrapper.js'; +export { formatMemoriesAsSystemPrompt } from './format.js'; +export type { + Budget, + FactType, + RecallResult, + EntityState, + RecallResponse, + ReflectFact, + ReflectResponse, + RetainResponse, + HindsightClient, + BankIdResolver, + ChatMessage, + ChatThread, + MemoryPromptOptions, + RecallOptions, + RetainOptions, + HindsightChatOptions, + HindsightChatContext, + HindsightChatHandler, +} from './types.js'; diff --git a/hindsight-integrations/chat/src/types.ts b/hindsight-integrations/chat/src/types.ts new file mode 100644 index 00000000..4e027c83 --- /dev/null +++ b/hindsight-integrations/chat/src/types.ts @@ -0,0 +1,268 @@ +/** + * Budget levels for recall/reflect operations. + */ +export type Budget = 'low' | 'mid' | 'high'; + +/** + * Fact types for filtering recall results. + */ +export type FactType = 'world' | 'experience' | 'observation'; + +/** + * Recall result item from Hindsight. + */ +export interface RecallResult { + id: string; + text: string; + type?: string | null; + entities?: string[] | null; + context?: string | null; + occurred_start?: string | null; + occurred_end?: string | null; + mentioned_at?: string | null; + document_id?: string | null; + metadata?: Record | null; + chunk_id?: string | null; +} + +/** + * Entity state with observations. + */ +export interface EntityState { + entity_id: string; + canonical_name: string; + observations: Array<{ text: string; mentioned_at?: string | null }>; +} + +/** + * Recall response from Hindsight. + */ +export interface RecallResponse { + results: RecallResult[]; + trace?: Record | null; + entities?: Record | null; +} + +/** + * Reflect fact. + */ +export interface ReflectFact { + id?: string | null; + text: string; + type?: string | null; + context?: string | null; + occurred_start?: string | null; + occurred_end?: string | null; +} + +/** + * Reflect response from Hindsight. + */ +export interface ReflectResponse { + text: string; + based_on?: ReflectFact[]; +} + +/** + * Retain response from Hindsight. + */ +export interface RetainResponse { + success: boolean; + bank_id: string; + items_count: number; + async: boolean; +} + +/** + * Hindsight client interface — matches @vectorize-io/hindsight-client. + */ +export interface HindsightClient { + retain( + bankId: string, + content: string, + options?: { + timestamp?: Date | string; + context?: string; + metadata?: Record; + documentId?: string; + tags?: string[]; + async?: boolean; + } + ): Promise; + + recall( + bankId: string, + query: string, + options?: { + types?: FactType[]; + maxTokens?: number; + budget?: Budget; + trace?: boolean; + queryTimestamp?: string; + includeEntities?: boolean; + maxEntityTokens?: number; + includeChunks?: boolean; + maxChunkTokens?: number; + } + ): Promise; + + reflect( + bankId: string, + query: string, + options?: { + context?: string; + budget?: Budget; + maxTokens?: number; + } + ): Promise; +} + +/** + * Resolves a bank ID from a message. Can be a static string or a function + * that derives the bank ID from the message (e.g. per-user memory). + */ +export type BankIdResolver = string | ((message: ChatMessage) => string); + +/** + * Minimal message shape expected from the Chat SDK. + * We declare our own interface so `chat` stays a peer dep only. + */ +export interface ChatMessage { + author: { + userId: string; + name?: string; + isMe?: boolean; + }; + text: string; + threadId: string; + isMention?: boolean; + metadata?: { + timestamp?: Date; + }; +} + +/** + * Minimal thread shape expected from the Chat SDK. + */ +export interface ChatThread { + post(message: unknown): Promise; + subscribe(): Promise; + unsubscribe(): Promise; + isSubscribed(): Promise; + startTyping(status?: string): Promise; + state: Promise; + setState(state: TState): Promise; +} + +/** + * Options for formatting memories as a system prompt. + */ +export interface MemoryPromptOptions { + /** Custom preamble text before the memories section. */ + preamble?: string; + /** Maximum number of memories to include. */ + maxMemories?: number; + /** Filter to specific fact types. */ + includeTypes?: FactType[]; + /** Include entity observations section. */ + includeEntities?: boolean; +} + +/** + * Options for the auto-recall step. + */ +export interface RecallOptions { + /** Enable auto-recall before the handler runs (default: true). */ + enabled?: boolean; + /** Processing budget (default: 'mid'). */ + budget?: Budget; + /** Maximum tokens for recall results. */ + maxTokens?: number; + /** Filter to specific fact types. */ + types?: FactType[]; + /** Include entity observations (default: true). */ + includeEntities?: boolean; + /** Tags to filter recall results. */ + tags?: string[]; +} + +/** + * Options for the auto-retain step. + */ +export interface RetainOptions { + /** Enable auto-retain of inbound messages (default: false). */ + enabled?: boolean; + /** Fire-and-forget retain (default: true when enabled). */ + async?: boolean; + /** Tags to attach to retained memories. */ + tags?: string[]; + /** Metadata to attach to retained memories. */ + metadata?: Record; +} + +/** + * Configuration for withHindsightChat. + */ +export interface HindsightChatOptions { + /** Hindsight client instance. */ + client: HindsightClient; + /** Bank ID — static string or function deriving it from the message. */ + bankId: BankIdResolver; + /** Auto-recall options (default: enabled). */ + recall?: RecallOptions; + /** Auto-retain options for inbound messages (default: disabled). */ + retain?: RetainOptions; +} + +/** + * Context object passed to the wrapped handler, providing memory operations. + */ +export interface HindsightChatContext { + /** Resolved bank ID for this message. */ + bankId: string; + /** Recalled memories (empty array if recall disabled or failed). */ + memories: RecallResult[]; + /** Recalled entity observations (null if entities not included). */ + entities: Record | null; + /** Format memories as a system prompt string. */ + memoriesAsSystemPrompt(options?: MemoryPromptOptions): string; + /** Store content in memory. */ + retain( + content: string, + options?: { + timestamp?: Date | string; + context?: string; + metadata?: Record; + tags?: string[]; + async?: boolean; + } + ): Promise; + /** Search memories. */ + recall( + query: string, + options?: { + types?: FactType[]; + maxTokens?: number; + budget?: Budget; + includeEntities?: boolean; + } + ): Promise; + /** Reflect on memories to form insights. */ + reflect( + query: string, + options?: { + context?: string; + budget?: Budget; + maxTokens?: number; + } + ): Promise; +} + +/** + * The handler signature that withHindsightChat wraps. + */ +export type HindsightChatHandler = ( + thread: ChatThread, + message: ChatMessage, + ctx: HindsightChatContext +) => void | Promise; diff --git a/hindsight-integrations/chat/src/wrapper.test.ts b/hindsight-integrations/chat/src/wrapper.test.ts new file mode 100644 index 00000000..74bae687 --- /dev/null +++ b/hindsight-integrations/chat/src/wrapper.test.ts @@ -0,0 +1,395 @@ +import { describe, it, expect, vi, beforeEach } from 'vitest'; +import { withHindsightChat } from './wrapper.js'; +import type { + HindsightClient, + ChatThread, + ChatMessage, + HindsightChatContext, +} from './types.js'; + +// --- Mocks --- + +function mockClient(overrides?: Partial): HindsightClient { + return { + retain: vi.fn().mockResolvedValue({ + success: true, + bank_id: 'test-bank', + items_count: 1, + async: false, + }), + recall: vi.fn().mockResolvedValue({ + results: [ + { id: 'mem-1', text: 'User likes TypeScript', type: 'experience' }, + ], + entities: { + 'ent-1': { + entity_id: 'ent-1', + canonical_name: 'User', + observations: [{ text: 'Prefers dark mode' }], + }, + }, + }), + reflect: vi.fn().mockResolvedValue({ + text: 'User is a TypeScript developer', + based_on: [], + }), + ...overrides, + }; +} + +function mockThread(): ChatThread { + return { + post: vi.fn().mockResolvedValue(undefined), + subscribe: vi.fn().mockResolvedValue(undefined), + unsubscribe: vi.fn().mockResolvedValue(undefined), + isSubscribed: vi.fn().mockResolvedValue(false), + startTyping: vi.fn().mockResolvedValue(undefined), + state: Promise.resolve(null), + setState: vi.fn().mockResolvedValue(undefined), + }; +} + +function mockMessage(overrides?: Partial): ChatMessage { + return { + author: { userId: 'user-123', name: 'Alice', isMe: false }, + text: 'What do you know about me?', + threadId: 'thread-1', + ...overrides, + }; +} + +describe('withHindsightChat', () => { + let client: HindsightClient; + let thread: ChatThread; + let message: ChatMessage; + + beforeEach(() => { + client = mockClient(); + thread = mockThread(); + message = mockMessage(); + }); + + describe('bankId resolution', () => { + it('uses static bankId', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'static-bank' }, + handler + ); + + await wrapped(thread, message); + + expect(client.recall).toHaveBeenCalledWith( + 'static-bank', + message.text, + expect.any(Object) + ); + expect(handler).toHaveBeenCalledWith( + thread, + message, + expect.objectContaining({ bankId: 'static-bank' }) + ); + }); + + it('uses dynamic bankId from message', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: (msg) => `bank-${msg.author.userId}` }, + handler + ); + + await wrapped(thread, message); + + expect(client.recall).toHaveBeenCalledWith( + 'bank-user-123', + message.text, + expect.any(Object) + ); + expect(handler).toHaveBeenCalledWith( + thread, + message, + expect.objectContaining({ bankId: 'bank-user-123' }) + ); + }); + }); + + describe('auto-recall', () => { + it('recalls by default', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + expect(client.recall).toHaveBeenCalledOnce(); + expect(client.recall).toHaveBeenCalledWith('bank', message.text, { + budget: 'mid', + maxTokens: undefined, + types: undefined, + includeEntities: true, + }); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + expect(ctx.memories).toHaveLength(1); + expect(ctx.memories[0].text).toBe('User likes TypeScript'); + expect(ctx.entities).not.toBeNull(); + }); + + it('can be disabled', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'bank', recall: { enabled: false } }, + handler + ); + + await wrapped(thread, message); + + expect(client.recall).not.toHaveBeenCalled(); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + expect(ctx.memories).toEqual([]); + expect(ctx.entities).toBeNull(); + }); + + it('passes recall options through', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { + client, + bankId: 'bank', + recall: { + budget: 'high', + maxTokens: 500, + types: ['experience'], + includeEntities: false, + }, + }, + handler + ); + + await wrapped(thread, message); + + expect(client.recall).toHaveBeenCalledWith('bank', message.text, { + budget: 'high', + maxTokens: 500, + types: ['experience'], + includeEntities: false, + }); + }); + + it('skips recall for empty message text', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, mockMessage({ text: '' })); + + expect(client.recall).not.toHaveBeenCalled(); + }); + + it('handles recall errors gracefully', async () => { + const warnSpy = vi.spyOn(console, 'warn').mockImplementation(() => {}); + client = mockClient({ + recall: vi.fn().mockRejectedValue(new Error('Network error')), + }); + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + expect(warnSpy).toHaveBeenCalledWith( + '[hindsight-chat] Auto-recall failed:', + expect.any(Error) + ); + // Handler still runs with empty memories + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + expect(ctx.memories).toEqual([]); + warnSpy.mockRestore(); + }); + }); + + describe('auto-retain', () => { + it('does not retain by default', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + expect(client.retain).not.toHaveBeenCalled(); + }); + + it('retains when enabled', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'bank', retain: { enabled: true } }, + handler + ); + + await wrapped(thread, message); + + expect(client.retain).toHaveBeenCalledWith('bank', message.text, { + tags: undefined, + metadata: undefined, + async: true, + }); + }); + + it('passes retain options through', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { + client, + bankId: 'bank', + retain: { + enabled: true, + tags: ['slack'], + metadata: { source: 'chat' }, + async: false, + }, + }, + handler + ); + + await wrapped(thread, message); + + expect(client.retain).toHaveBeenCalledWith('bank', message.text, { + tags: ['slack'], + metadata: { source: 'chat' }, + async: false, + }); + }); + + it('skips retain for bot messages (isMe)', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'bank', retain: { enabled: true } }, + handler + ); + + await wrapped( + thread, + mockMessage({ author: { userId: 'bot', isMe: true } }) + ); + + expect(client.retain).not.toHaveBeenCalled(); + }); + + it('skips retain for empty text', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'bank', retain: { enabled: true } }, + handler + ); + + await wrapped(thread, mockMessage({ text: '' })); + + expect(client.retain).not.toHaveBeenCalled(); + }); + + it('handles retain errors gracefully', async () => { + const warnSpy = vi.spyOn(console, 'warn').mockImplementation(() => {}); + client = mockClient({ + retain: vi.fn().mockRejectedValue(new Error('Retain failed')), + }); + const handler = vi.fn(); + const wrapped = withHindsightChat( + { client, bankId: 'bank', retain: { enabled: true } }, + handler + ); + + // Should not throw + await wrapped(thread, message); + + expect(warnSpy).toHaveBeenCalledWith( + '[hindsight-chat] Auto-retain failed:', + expect.any(Error) + ); + // Handler still runs + expect(handler).toHaveBeenCalled(); + warnSpy.mockRestore(); + }); + }); + + describe('context methods', () => { + it('memoriesAsSystemPrompt() formats recalled memories', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + const prompt = ctx.memoriesAsSystemPrompt(); + expect(prompt).toContain(''); + expect(prompt).toContain('User likes TypeScript'); + expect(prompt).toContain(''); + }); + + it('ctx.retain() delegates to client', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + await ctx.retain('New memory content', { tags: ['test'] }); + + expect(client.retain).toHaveBeenCalledWith('bank', 'New memory content', { + tags: ['test'], + }); + }); + + it('ctx.recall() delegates to client', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + await ctx.recall('search query', { budget: 'high' }); + + // Second call (first was auto-recall) + expect(client.recall).toHaveBeenCalledTimes(2); + expect(client.recall).toHaveBeenLastCalledWith('bank', 'search query', { + budget: 'high', + }); + }); + + it('ctx.reflect() delegates to client', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + const ctx: HindsightChatContext = handler.mock.calls[0][2]; + await ctx.reflect('What does the user prefer?'); + + expect(client.reflect).toHaveBeenCalledWith( + 'bank', + 'What does the user prefer?', + undefined + ); + }); + }); + + describe('handler invocation', () => { + it('passes thread and message through', async () => { + const handler = vi.fn(); + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + expect(handler).toHaveBeenCalledWith(thread, message, expect.any(Object)); + }); + + it('awaits async handlers', async () => { + let completed = false; + const handler = async () => { + await new Promise((resolve) => setTimeout(resolve, 10)); + completed = true; + }; + const wrapped = withHindsightChat({ client, bankId: 'bank' }, handler); + + await wrapped(thread, message); + + expect(completed).toBe(true); + }); + }); +}); diff --git a/hindsight-integrations/chat/src/wrapper.ts b/hindsight-integrations/chat/src/wrapper.ts new file mode 100644 index 00000000..8bd9a04c --- /dev/null +++ b/hindsight-integrations/chat/src/wrapper.ts @@ -0,0 +1,119 @@ +import { formatMemoriesAsSystemPrompt } from './format.js'; +import type { + HindsightChatOptions, + HindsightChatContext, + HindsightChatHandler, + ChatThread, + ChatMessage, + RecallResult, + EntityState, + MemoryPromptOptions, +} from './types.js'; + +/** + * Wraps a Chat SDK handler to automatically provide Hindsight memory context. + * + * Before the handler runs: + * 1. Resolves the bank ID from the message + * 2. Optionally auto-retains the inbound message (off by default) + * 3. Auto-recalls relevant memories (on by default) + * 4. Builds a HindsightChatContext and passes it to the handler + * + * Works with `onNewMention`, `onSubscribedMessage`, and `onNewMessage`. + * + * @example + * ```ts + * chat.onNewMention( + * withHindsightChat( + * { client, bankId: (msg) => msg.author.userId }, + * async (thread, message, ctx) => { + * const result = await streamText({ + * system: ctx.memoriesAsSystemPrompt(), + * messages: [{ role: 'user', content: message.text }], + * }); + * await thread.post(result.textStream); + * await ctx.retain(`User: ${message.text}\nAssistant: ${fullResponse}`); + * } + * ) + * ); + * ``` + */ +export function withHindsightChat( + options: HindsightChatOptions, + handler: HindsightChatHandler +): (thread: ChatThread, message: ChatMessage) => Promise { + const { client, bankId: bankIdResolver, recall: recallOpts = {}, retain: retainOpts = {} } = options; + + const recallEnabled = recallOpts.enabled !== false; + const retainEnabled = retainOpts.enabled === true; + const retainAsync = retainOpts.async !== false; // default true when retain is enabled + + return async (thread: ChatThread, message: ChatMessage): Promise => { + // 1. Resolve bank ID + const resolvedBankId = + typeof bankIdResolver === 'function' ? bankIdResolver(message) : bankIdResolver; + + // 2. Auto-retain inbound message (fire-and-forget if async) + if (retainEnabled && message.text && !message.author.isMe) { + const retainPromise = client + .retain(resolvedBankId, message.text, { + tags: retainOpts.tags, + metadata: retainOpts.metadata, + async: retainAsync, + }) + .catch((err) => { + console.warn('[hindsight-chat] Auto-retain failed:', err); + }); + + // If not async, wait for retain to complete before proceeding + if (!retainAsync) { + await retainPromise; + } + } + + // 3. Auto-recall memories + let memories: RecallResult[] = []; + let entities: Record | null = null; + + if (recallEnabled && message.text) { + try { + const recallResponse = await client.recall(resolvedBankId, message.text, { + budget: recallOpts.budget ?? 'mid', + maxTokens: recallOpts.maxTokens, + types: recallOpts.types, + includeEntities: recallOpts.includeEntities !== false, + }); + memories = recallResponse.results ?? []; + entities = recallResponse.entities ?? null; + } catch (err) { + console.warn('[hindsight-chat] Auto-recall failed:', err); + } + } + + // 4. Build context + const ctx: HindsightChatContext = { + bankId: resolvedBankId, + memories, + entities, + + memoriesAsSystemPrompt(promptOptions?: MemoryPromptOptions): string { + return formatMemoriesAsSystemPrompt(memories, entities, promptOptions); + }, + + retain(content, retainCallOpts) { + return client.retain(resolvedBankId, content, retainCallOpts); + }, + + recall(query, recallCallOpts) { + return client.recall(resolvedBankId, query, recallCallOpts); + }, + + reflect(query, reflectCallOpts) { + return client.reflect(resolvedBankId, query, reflectCallOpts); + }, + }; + + // 5. Call the user's handler + await handler(thread, message, ctx); + }; +} diff --git a/hindsight-integrations/chat/tsconfig.json b/hindsight-integrations/chat/tsconfig.json new file mode 100644 index 00000000..d1f4cf02 --- /dev/null +++ b/hindsight-integrations/chat/tsconfig.json @@ -0,0 +1,18 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "lib": ["ES2022"], + "moduleResolution": "node", + "declaration": true, + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true, + "resolveJsonModule": true + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist", "src/**/*.test.ts"] +} diff --git a/hindsight-integrations/chat/vitest.config.ts b/hindsight-integrations/chat/vitest.config.ts new file mode 100644 index 00000000..7dd13254 --- /dev/null +++ b/hindsight-integrations/chat/vitest.config.ts @@ -0,0 +1,9 @@ +import { defineConfig } from 'vitest/config'; + +export default defineConfig({ + test: { + globals: true, + environment: 'node', + include: ['src/**/*.test.ts'], + }, +});