diff --git a/hindsight-docs/docs/sdks/integrations/paperclip.md b/hindsight-docs/docs/sdks/integrations/paperclip.md new file mode 100644 index 00000000..481bda4d --- /dev/null +++ b/hindsight-docs/docs/sdks/integrations/paperclip.md @@ -0,0 +1,161 @@ +--- +sidebar_position: 11 +--- + +# Paperclip + +Persistent memory for [Paperclip AI](https://github.com/paperclipai/paperclip) agents using [Hindsight](https://hindsight.vectorize.io). + +Paperclip agents start every heartbeat cold — no memory of prior sessions, decisions, or patterns. The `@vectorize-io/hindsight-paperclip` package gives them long-term memory that persists across heartbeats and sessions. + +## Quick Start + +```bash +npm install @vectorize-io/hindsight-paperclip +``` + +```typescript +import { recall, retain, loadConfig } from '@vectorize-io/hindsight-paperclip' + +const config = loadConfig() // reads HINDSIGHT_API_URL, HINDSIGHT_API_TOKEN + +// Before the heartbeat — inject context from prior sessions +const memories = await recall({ + companyId, + agentId, + query: `${task.title}\n${task.description}`, +}, config) + +if (memories) { + systemPrompt = `Past context:\n${memories}\n\n${systemPrompt}` +} + +// After the heartbeat — store what the agent did +await retain({ + companyId, + agentId, + content: agentOutput, + documentId: runId, +}, config) +``` + +Get an API key at [Hindsight Cloud](https://ui.hindsight.vectorize.io/signup). + +## How It Works + +``` +Paperclip Heartbeat + │ + ▼ + recall() ← Query Hindsight for prior context + │ + ▼ + Agent executes ← Prompt enriched with memories + │ + ▼ + retain() ← Store output for future heartbeats +``` + +Memory is isolated per company and agent by default (`paperclip::{companyId}::{agentId}`), matching Paperclip's multi-tenant model. + +## HTTP Adapter Integration + +For agents running as HTTP webhook servers, use the Express middleware: + +```typescript +import express from 'express' +import { createMemoryMiddleware, loadConfig } from '@vectorize-io/hindsight-paperclip' +import type { HindsightRequest } from '@vectorize-io/hindsight-paperclip' + +const app = express() +app.use(express.json()) +app.use(createMemoryMiddleware(loadConfig())) + +app.post('/heartbeat', async (req, res) => { + const { memories } = (req as HindsightRequest).hindsight + const { context } = req.body + + const prompt = memories + ? `Past context:\n${memories}\n\nCurrent task: ${context.taskDescription}` + : `Task: ${context.taskDescription}` + + const output = await runYourAgent(prompt) + res.json({ output }) // output is auto-retained by middleware +}) +``` + +The middleware reads `agentId`, `companyId`, `runId`, and `context.taskDescription` from Paperclip's HTTP adapter request body, then auto-retains the agent's `output` field after each response. + +## Process Adapter Integration + +For agents running as scripts via Paperclip's Process adapter: + +```typescript +import { recall, retain, loadConfig } from '@vectorize-io/hindsight-paperclip' + +const config = loadConfig() +const { PAPERCLIP_AGENT_ID, PAPERCLIP_COMPANY_ID, PAPERCLIP_RUN_ID } = process.env + +const memories = await recall({ + agentId: PAPERCLIP_AGENT_ID!, + companyId: PAPERCLIP_COMPANY_ID!, + query: process.env.TASK_DESCRIPTION ?? '', +}, config) + +if (memories) { + console.log(`[Memory Context]\n${memories}`) +} + +// ... agent executes ... + +await retain({ + agentId: PAPERCLIP_AGENT_ID!, + companyId: PAPERCLIP_COMPANY_ID!, + content: agentOutput, + documentId: PAPERCLIP_RUN_ID!, +}, config) +``` + +## Bank ID Isolation + +By default, each company+agent pair gets its own memory bank: + +| Setting | Bank ID format | +|---|---| +| Default | `paperclip::{companyId}::{agentId}` | +| Company-only | `paperclip::{companyId}` | +| Agent-only | `paperclip::{agentId}` | +| Custom prefix | `{prefix}::{companyId}::{agentId}` | + +```typescript +// Shared memory across all agents in a company +loadConfig({ bankGranularity: ['company'] }) + +// Agent's global memory across all companies +loadConfig({ bankGranularity: ['agent'] }) + +// Custom prefix +loadConfig({ bankIdPrefix: 'myapp' }) +``` + +## Configuration + +| Option | Env Variable | Default | Description | +|---|---|---|---| +| `hindsightApiUrl` | `HINDSIGHT_API_URL` | Required | Hindsight server URL | +| `hindsightApiToken` | `HINDSIGHT_API_TOKEN` | — | API token for Hindsight Cloud | +| `bankGranularity` | — | `['company', 'agent']` | Which IDs to include in the bank ID | +| `bankIdPrefix` | — | `'paperclip'` | Prefix for bank IDs | +| `recallBudget` | — | `'mid'` | Search depth: `low`, `mid`, or `high` | +| `recallMaxTokens` | — | `1024` | Max tokens in recalled memory block | +| `retainContext` | — | `'paperclip'` | Provenance label stored with memories | +| `timeoutMs` | — | `15000` | Request timeout in milliseconds | + +## Skill File + +A markdown skill file is included at `src/skills/hindsight.md`. Inject it into your agent's system prompt to give the agent direct access to Hindsight's REST API via `curl` for mid-task recall and retention. + +## Requirements + +- Node.js 20+ (uses native `fetch`, no external HTTP dependencies) +- Hindsight server (self-hosted or [Hindsight Cloud](https://hindsight.vectorize.io)) diff --git a/hindsight-docs/sidebars.ts b/hindsight-docs/sidebars.ts index ad463ed5..c41b6a9c 100644 --- a/hindsight-docs/sidebars.ts +++ b/hindsight-docs/sidebars.ts @@ -256,6 +256,12 @@ const sidebars: SidebarsConfig = { label: 'NemoClaw', customProps: { icon: '/img/icons/nemoclaw.png' }, }, + { + type: 'doc', + id: 'sdks/integrations/paperclip', + label: 'Paperclip', + customProps: { icon: '/img/icons/nodejs.png' }, + }, { type: 'doc', id: 'sdks/integrations/strands', diff --git a/hindsight-integrations/paperclip/README.md b/hindsight-integrations/paperclip/README.md new file mode 100644 index 00000000..ed408e18 --- /dev/null +++ b/hindsight-integrations/paperclip/README.md @@ -0,0 +1,153 @@ +# @vectorize-io/hindsight-paperclip + +Persistent memory for [Paperclip AI](https://github.com/paperclipai/paperclip) agents using [Hindsight](https://hindsight.vectorize.io). + +Paperclip agents start every heartbeat cold — no memory of prior sessions, decisions, or patterns. This package gives them long-term memory that persists across heartbeats and sessions. + +## How It Works + +1. **Before each heartbeat**: `recall()` queries Hindsight for context relevant to the current task and injects it into the agent's prompt +2. **After each heartbeat**: `retain()` stores the agent's output so future heartbeats can reference it + +Memory is isolated per company and agent by default (`paperclip::{companyId}::{agentId}`), matching Paperclip's multi-tenant model. + +## Installation + +```bash +npm install @vectorize-io/hindsight-paperclip +``` + +## Configuration + +Set environment variables (or pass as options to `loadConfig()`): + +| Variable | Description | Default | +|---|---|---| +| `HINDSIGHT_API_URL` | Hindsight server URL | Required | +| `HINDSIGHT_API_TOKEN` | API token for Hindsight Cloud | — | + +## Usage + +### HTTP Adapter Agents (Express middleware) + +```typescript +import express from 'express' +import { createMemoryMiddleware, loadConfig } from '@vectorize-io/hindsight-paperclip' +import type { HindsightRequest } from '@vectorize-io/hindsight-paperclip' + +const app = express() +app.use(express.json()) +app.use(createMemoryMiddleware(loadConfig())) + +app.post('/heartbeat', async (req, res) => { + const { memories, runId } = (req as HindsightRequest).hindsight + const { context } = req.body + + const prompt = memories + ? `Past context:\n${memories}\n\nCurrent task: ${context.taskDescription}` + : `Task: ${context.taskDescription}` + + const output = await runYourAgent(prompt) + res.json({ output }) // middleware auto-retains output +}) +``` + +The middleware reads `agentId`, `companyId`, `runId`, and `context.taskDescription` from the Paperclip HTTP adapter request body automatically. + +### Process Adapter Scripts + +```typescript +import { recall, retain, loadConfig } from '@vectorize-io/hindsight-paperclip' + +const config = loadConfig() +const { PAPERCLIP_AGENT_ID, PAPERCLIP_COMPANY_ID, PAPERCLIP_RUN_ID } = process.env + +// Recall before executing +const memories = await recall({ + agentId: PAPERCLIP_AGENT_ID!, + companyId: PAPERCLIP_COMPANY_ID!, + query: process.env.TASK_DESCRIPTION ?? '', +}, config) + +if (memories) { + console.log(`[Memory Context]\n${memories}`) +} + +// ... agent does its work ... + +// Retain after +await retain({ + agentId: PAPERCLIP_AGENT_ID!, + companyId: PAPERCLIP_COMPANY_ID!, + content: agentOutput, + documentId: PAPERCLIP_RUN_ID!, +}, config) +``` + +### Direct Function Usage + +```typescript +import { recall, retain, loadConfig } from '@vectorize-io/hindsight-paperclip' + +const config = loadConfig({ + hindsightApiUrl: 'https://api.hindsight.vectorize.io', + hindsightApiToken: process.env.HINDSIGHT_API_TOKEN, +}) + +const memories = await recall( + { companyId, agentId, query: `${task.title}\n${task.description}` }, + config +) + +if (memories) { + systemPrompt = `Past context:\n${memories}\n\n${systemPrompt}` +} +``` + +## Bank ID Isolation + +By default, each company+agent pair gets its own memory bank: + +``` +paperclip::{companyId}::{agentId} +``` + +You can change the isolation granularity: + +```typescript +// Shared memory across all agents in a company +loadConfig({ bankGranularity: ['company'] }) +// → "paperclip::{companyId}" + +// Agent's global memory across all companies +loadConfig({ bankGranularity: ['agent'] }) +// → "paperclip::{agentId}" + +// Custom prefix +loadConfig({ bankIdPrefix: 'myapp' }) +// → "myapp::{companyId}::{agentId}" +``` + +## Configuration Reference + +```typescript +interface PaperclipMemoryConfig { + hindsightApiUrl: string // HINDSIGHT_API_URL — required + hindsightApiToken?: string // HINDSIGHT_API_TOKEN + bankGranularity?: ('company' | 'agent')[] // default: ['company', 'agent'] + bankIdPrefix?: string // default: 'paperclip' + recallBudget?: 'low' | 'mid' | 'high' // default: 'mid' + recallMaxTokens?: number // default: 1024 + retainContext?: string // default: 'paperclip' + timeoutMs?: number // default: 15000 +} +``` + +## Skill File + +An agent-readable skill file is included at `src/skills/hindsight.md`. 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"version": "0.1.0", + "description": "Persistent memory for Paperclip AI agents using Hindsight", + "type": "module", + "main": "dist/index.js", + "types": "dist/index.d.ts", + "keywords": [ + "paperclip", + "hindsight", + "memory", + "agents", + "ai" + ], + "author": "Vectorize ", + "license": "MIT", + "repository": { + "type": "git", + "url": "https://github.com/vectorize-io/hindsight.git", + "directory": "hindsight-integrations/paperclip" + }, + "files": [ + "dist", + "README.md" + ], + "scripts": { + "build": "tsc", + "dev": "tsc --watch", + "clean": "rm -rf dist", + "test": "vitest run tests", + "test:watch": "vitest tests", + "prepublishOnly": "npm run clean && npm run build" + }, + "peerDependencies": { + "express": ">=4" + }, + "peerDependenciesMeta": { + "express": { + "optional": true + } + }, + "devDependencies": { + "@types/express": "^5.0.0", + "@types/node": "^20.0.0", + "express": "^5.0.0", + "typescript": "^5.3.0", + "vitest": "^4.0.0" + }, + "engines": { + "node": ">=20" + } +} diff --git a/hindsight-integrations/paperclip/src/bank.ts b/hindsight-integrations/paperclip/src/bank.ts new file mode 100644 index 00000000..c5e59605 --- /dev/null +++ b/hindsight-integrations/paperclip/src/bank.ts @@ -0,0 +1,40 @@ +/** + * Bank ID derivation for Paperclip agents. + * + * Aligns Hindsight's memory bank model with Paperclip's company/agent isolation. + */ + +import type { PaperclipMemoryConfig } from './config.js'; + +export interface BankContext { + companyId: string; + agentId: string; +} + +/** + * Derive a Hindsight bank ID from Paperclip context. + * + * Default output: "paperclip::{companyId}::{agentId}" + * + * With bankGranularity: ['company'] → "paperclip::{companyId}" + * With bankGranularity: ['agent'] → "paperclip::{agentId}" + * With bankIdPrefix: '' → "{companyId}::{agentId}" + */ +export function deriveBankId(context: BankContext, config: PaperclipMemoryConfig): string { + const parts: string[] = []; + + if (config.bankIdPrefix) { + parts.push(config.bankIdPrefix); + } + + for (const field of config.bankGranularity ?? ['company', 'agent']) { + if (field === 'company') parts.push(context.companyId); + if (field === 'agent') parts.push(context.agentId); + } + + if (parts.length === 0) { + throw new Error('Bank ID cannot be empty — bankGranularity or bankIdPrefix must be set'); + } + + return parts.join('::'); +} diff --git a/hindsight-integrations/paperclip/src/client.ts b/hindsight-integrations/paperclip/src/client.ts new file mode 100644 index 00000000..e11bbc04 --- /dev/null +++ b/hindsight-integrations/paperclip/src/client.ts @@ -0,0 +1,121 @@ +/** + * HTTP client for the Hindsight REST API. + * + * Uses native fetch (Node 20+). No external dependencies. + */ + +import type { PaperclipMemoryConfig } from './config.js'; + +export interface Memory { + text: string; + type?: string; + mentionedAt?: string; +} + +export interface RecallResponse { + results: Memory[]; +} + +export interface RetainResponse { + success: boolean; + bankId?: string; +} + +export class HindsightClient { + private readonly baseUrl: string; + private readonly token: string | undefined; + private readonly timeoutMs: number; + + constructor(config: PaperclipMemoryConfig) { + const url = config.hindsightApiUrl.trim(); + if (!url) throw new Error('hindsightApiUrl is required'); + this.baseUrl = url.replace(/\/$/, ''); + this.token = config.hindsightApiToken; + this.timeoutMs = config.timeoutMs ?? 15_000; + } + + private headers(): Record { + const h: Record = { 'Content-Type': 'application/json' }; + if (this.token) h['Authorization'] = `Bearer ${this.token}`; + return h; + } + + private async request( + method: string, + path: string, + body?: unknown, + timeoutMs?: number, + ): Promise { + const controller = new AbortController(); + const timer = setTimeout(() => controller.abort(), timeoutMs ?? this.timeoutMs); + + try { + const resp = await fetch(`${this.baseUrl}${path}`, { + method, + headers: this.headers(), + body: body !== undefined ? JSON.stringify(body) : undefined, + signal: controller.signal, + }); + + if (!resp.ok) { + const text = await resp.text().catch(() => ''); + throw new Error(`HTTP ${resp.status} from ${path}: ${text}`); + } + + return (await resp.json()) as T; + } finally { + clearTimeout(timer); + } + } + + async recall( + bankId: string, + query: string, + options?: { budget?: string; maxTokens?: number }, + ): Promise { + const path = `/v1/default/banks/${encodeURIComponent(bankId)}/memories/recall`; + return this.request('POST', path, { + query, + budget: options?.budget ?? 'mid', + max_tokens: options?.maxTokens ?? 1024, + }, 12_000); + } + + async retain( + bankId: string, + content: string, + options?: { + documentId?: string; + context?: string; + metadata?: Record; + tags?: string[]; + }, + ): Promise { + const path = `/v1/default/banks/${encodeURIComponent(bankId)}/memories`; + const item: Record = { content }; + if (options?.documentId) item['document_id'] = options.documentId; + if (options?.context) item['context'] = options.context; + if (options?.metadata) item['metadata'] = options.metadata; + if (options?.tags) item['tags'] = options.tags; + return this.request('POST', path, { items: [item], async: true }); + } + + async setBankMission(bankId: string, mission: string, retainMission?: string): Promise { + const path = `/v1/default/banks/${encodeURIComponent(bankId)}/config`; + const updates: Record = { reflect_mission: mission }; + if (retainMission) updates['retain_mission'] = retainMission; + await this.request('PATCH', path, { updates }); + } + + async health(): Promise { + try { + const resp = await fetch(`${this.baseUrl}/health`, { + headers: this.headers(), + signal: AbortSignal.timeout(5_000), + }); + return resp.ok; + } catch { + return false; + } + } +} diff --git a/hindsight-integrations/paperclip/src/config.ts b/hindsight-integrations/paperclip/src/config.ts new file mode 100644 index 00000000..bc01ff8c --- /dev/null +++ b/hindsight-integrations/paperclip/src/config.ts @@ -0,0 +1,43 @@ +/** + * Configuration for @vectorize-io/hindsight-paperclip. + * + * Loaded from explicit options first, then environment variables. + */ + +export type BankGranularity = 'company' | 'agent'; + +export interface PaperclipMemoryConfig { + /** Hindsight server URL. Required. env: HINDSIGHT_API_URL */ + hindsightApiUrl: string; + /** API token for Hindsight Cloud. env: HINDSIGHT_API_TOKEN */ + hindsightApiToken?: string; + /** + * Which dimensions to include in the bank ID. + * Default: ['company', 'agent'] → "paperclip::{companyId}::{agentId}" + */ + bankGranularity?: BankGranularity[]; + /** Prefix prepended to all bank IDs. Default: "paperclip" */ + bankIdPrefix?: string; + /** Recall search depth. Default: "mid" */ + recallBudget?: 'low' | 'mid' | 'high'; + /** Max tokens in the recalled memory block. Default: 1024 */ + recallMaxTokens?: number; + /** Provenance label stored with each retained document. Default: "paperclip" */ + retainContext?: string; + /** Request timeout in milliseconds. Default: 15000 */ + timeoutMs?: number; +} + +export function loadConfig(overrides?: Partial): PaperclipMemoryConfig { + return { + hindsightApiUrl: process.env['HINDSIGHT_API_URL'] ?? '', + hindsightApiToken: process.env['HINDSIGHT_API_TOKEN'], + bankGranularity: ['company', 'agent'], + bankIdPrefix: 'paperclip', + recallBudget: 'mid', + recallMaxTokens: 1024, + retainContext: 'paperclip', + timeoutMs: 15_000, + ...overrides, + }; +} diff --git a/hindsight-integrations/paperclip/src/index.ts b/hindsight-integrations/paperclip/src/index.ts new file mode 100644 index 00000000..5f44b7b8 --- /dev/null +++ b/hindsight-integrations/paperclip/src/index.ts @@ -0,0 +1,36 @@ +/** + * @vectorize-io/hindsight-paperclip + * + * Persistent memory for Paperclip AI agents using Hindsight. + * + * @example + * ```typescript + * import { recall, retain, loadConfig } from '@vectorize-io/hindsight-paperclip' + * + * const config = loadConfig() + * + * // Before heartbeat + * const memories = await recall({ companyId, agentId, query }, config) + * + * // After heartbeat + * await retain({ companyId, agentId, content: output, documentId: runId }, config) + * ``` + */ + +export { recall } from './recall.js'; +export type { RecallInput } from './recall.js'; + +export { retain } from './retain.js'; +export type { RetainInput } from './retain.js'; + +export { createMemoryMiddleware } from './middleware.js'; +export type { HindsightRequest } from './middleware.js'; + +export { deriveBankId } from './bank.js'; +export type { BankContext } from './bank.js'; + +export { loadConfig } from './config.js'; +export type { PaperclipMemoryConfig, BankGranularity } from './config.js'; + +export { HindsightClient } from './client.js'; +export type { Memory, RecallResponse, RetainResponse } from './client.js'; diff --git a/hindsight-integrations/paperclip/src/middleware.ts b/hindsight-integrations/paperclip/src/middleware.ts new file mode 100644 index 00000000..8efaf74e --- /dev/null +++ b/hindsight-integrations/paperclip/src/middleware.ts @@ -0,0 +1,97 @@ +/** + * Express middleware for Paperclip HTTP adapter agents. + * + * Automatically injects recalled memories into each request and + * retains the agent's output after each response. + * + * Paperclip HTTP adapter request shape: + * { + * runId: string, + * agentId: string, + * companyId: string, + * context: { taskId: string, taskDescription?: string, ... } + * } + */ + +import type { Request, Response, NextFunction } from 'express'; +import type { PaperclipMemoryConfig } from './config.js'; +import { recall } from './recall.js'; +import { retain } from './retain.js'; + +/** Augmented request with Hindsight memory context. */ +export interface HindsightRequest extends Request { + hindsight: { + memories: string; + companyId: string; + agentId: string; + runId: string; + }; +} + +/** + * Create Express middleware that auto-recalls before each heartbeat + * and auto-retains after each response. + * + * @example + * ```typescript + * import express from 'express' + * import { createMemoryMiddleware, loadConfig } from '@vectorize-io/hindsight-paperclip' + * + * const app = express() + * app.use(express.json()) + * app.use(createMemoryMiddleware(loadConfig())) + * + * app.post('/heartbeat', (req, res) => { + * const { memories, runId } = (req as HindsightRequest).hindsight + * const { context } = req.body + * + * const prompt = memories + * ? `Past context:\n${memories}\n\nCurrent task: ${context.taskDescription}` + * : `Task: ${context.taskDescription}` + * + * // ... run agent ... + * res.json({ output: agentOutput }) // auto-retained by middleware + * }) + * ``` + */ +export function createMemoryMiddleware(config: PaperclipMemoryConfig) { + return async (req: Request, res: Response, next: NextFunction): Promise => { + const { runId, agentId, companyId, context } = req.body ?? {}; + + if (!agentId || !companyId) { + next(); + return; + } + + const query: string = context?.taskDescription ?? context?.taskTitle ?? ''; + + // Pre-recall: inject memories into request + const memories = await recall({ companyId, agentId, query }, config); + (req as HindsightRequest).hindsight = { + memories, + companyId, + agentId, + runId: runId ?? '', + }; + + // Post-retain: wrap res.json to capture agent output + const originalJson = res.json.bind(res) as (body: unknown) => Response; + (res as Response).json = function (body: unknown): Response { + // Fire-and-forget retain (don't block response) + if (body && typeof body === 'object' && 'output' in body && runId) { + const output = (body as { output: unknown }).output; + if (typeof output === 'string' && output.trim()) { + retain( + { companyId, agentId, content: output, documentId: runId }, + config, + ).catch(() => { + // Graceful degradation + }); + } + } + return originalJson(body); + }; + + next(); + }; +} diff --git a/hindsight-integrations/paperclip/src/recall.ts b/hindsight-integrations/paperclip/src/recall.ts new file mode 100644 index 00000000..b3e8fa67 --- /dev/null +++ b/hindsight-integrations/paperclip/src/recall.ts @@ -0,0 +1,79 @@ +/** + * Recall memories for a Paperclip agent heartbeat. + * + * Call this before the agent processes a task to inject relevant context + * from prior heartbeats and sessions. + */ + +import { HindsightClient } from './client.js'; +import type { PaperclipMemoryConfig } from './config.js'; +import { deriveBankId } from './bank.js'; + +export interface RecallInput { + /** Paperclip company ID — used to derive the bank ID. */ + companyId: string; + /** Paperclip agent ID — used to derive the bank ID. */ + agentId: string; + /** + * Query string for memory retrieval. Typically the task title + description. + * e.g. `${issue.title}\n${issue.description}` + */ + query: string; +} + +/** + * Retrieve relevant memories for the current Paperclip task. + * + * Returns a formatted string of memories to inject into the agent's prompt, + * or an empty string if no relevant memories are found. + * + * @example + * ```typescript + * const memories = await recall( + * { companyId, agentId, query: `${task.title}\n${task.description}` }, + * loadConfig() + * ) + * if (memories) { + * systemPrompt = `Past context:\n${memories}\n\n${systemPrompt}` + * } + * ``` + */ +export async function recall( + input: RecallInput, + config: PaperclipMemoryConfig, +): Promise { + const { companyId, agentId, query } = input; + + if (!query.trim()) return ''; + + const bankId = deriveBankId({ companyId, agentId }, config); + const client = new HindsightClient(config); + + let results: Array<{ text: string; type?: string; mentionedAt?: string }>; + try { + const response = await client.recall(bankId, query, { + budget: config.recallBudget, + maxTokens: config.recallMaxTokens, + }); + results = response.results; + } catch { + // Graceful degradation — memory is enhancement, not requirement + return ''; + } + + if (!results.length) return ''; + + return formatMemories(results); +} + +function formatMemories( + results: Array<{ text: string; type?: string; mentionedAt?: string }>, +): string { + return results + .map((r) => { + const typeStr = r.type ? ` [${r.type}]` : ''; + const dateStr = r.mentionedAt ? ` (${r.mentionedAt})` : ''; + return `- ${r.text}${typeStr}${dateStr}`; + }) + .join('\n\n'); +} diff --git a/hindsight-integrations/paperclip/src/retain.ts b/hindsight-integrations/paperclip/src/retain.ts new file mode 100644 index 00000000..c5e2492c --- /dev/null +++ b/hindsight-integrations/paperclip/src/retain.ts @@ -0,0 +1,58 @@ +/** + * Retain memories after a Paperclip agent heartbeat. + * + * Call this after the agent completes a task to store what it did + * so future heartbeats can recall the context. + */ + +import { HindsightClient } from './client.js'; +import type { PaperclipMemoryConfig } from './config.js'; +import { deriveBankId } from './bank.js'; + +export interface RetainInput { + /** Paperclip company ID — used to derive the bank ID. */ + companyId: string; + /** Paperclip agent ID — used to derive the bank ID. */ + agentId: string; + /** The agent's output or summary of what it did during the heartbeat. */ + content: string; + /** Paperclip run ID — used as document ID to prevent duplicate storage. */ + documentId: string; + /** Additional metadata to store with the memory. */ + metadata?: Record; +} + +/** + * Store the agent's output as a memory after a Paperclip task heartbeat. + * + * Fails silently — memory retention is an enhancement, not a requirement. + * + * @example + * ```typescript + * await retain( + * { companyId, agentId, content: agentOutput, documentId: runId }, + * loadConfig() + * ) + * ``` + */ +export async function retain( + input: RetainInput, + config: PaperclipMemoryConfig, +): Promise { + const { companyId, agentId, content, documentId, metadata } = input; + + if (!content.trim()) return; + + const bankId = deriveBankId({ companyId, agentId }, config); + const client = new HindsightClient(config); + + try { + await client.retain(bankId, content, { + documentId, + context: config.retainContext, + metadata: { companyId, agentId, ...metadata }, + }); + } catch { + // Graceful degradation — memory is enhancement, not requirement + } +} diff --git a/hindsight-integrations/paperclip/tests/bank.test.ts b/hindsight-integrations/paperclip/tests/bank.test.ts new file mode 100644 index 00000000..3cc52d3d --- /dev/null +++ b/hindsight-integrations/paperclip/tests/bank.test.ts @@ -0,0 +1,42 @@ +import { describe, it, expect } from 'vitest'; +import { deriveBankId } from '../src/bank.js'; +import { loadConfig } from '../src/config.js'; + +describe('deriveBankId', () => { + const ctx = { companyId: 'co-123', agentId: 'ag-456' }; + + it('default: paperclip::companyId::agentId', () => { + const config = loadConfig(); + expect(deriveBankId(ctx, config)).toBe('paperclip::co-123::ag-456'); + }); + + it('company-only granularity', () => { + const config = loadConfig({ bankGranularity: ['company'] }); + expect(deriveBankId(ctx, config)).toBe('paperclip::co-123'); + }); + + it('agent-only granularity', () => { + const config = loadConfig({ bankGranularity: ['agent'] }); + expect(deriveBankId(ctx, config)).toBe('paperclip::ag-456'); + }); + + it('custom prefix', () => { + const config = loadConfig({ bankIdPrefix: 'myapp' }); + expect(deriveBankId(ctx, config)).toBe('myapp::co-123::ag-456'); + }); + + it('empty prefix with default granularity', () => { + const config = loadConfig({ bankIdPrefix: '' }); + expect(deriveBankId(ctx, config)).toBe('co-123::ag-456'); + }); + + it('throws when bank ID would be empty', () => { + const config = loadConfig({ bankIdPrefix: '', bankGranularity: [] }); + expect(() => deriveBankId(ctx, config)).toThrow('Bank ID cannot be empty'); + }); + + it('reversed granularity order', () => { + const config = loadConfig({ bankGranularity: ['agent', 'company'] }); + expect(deriveBankId(ctx, config)).toBe('paperclip::ag-456::co-123'); + }); +}); diff --git a/hindsight-integrations/paperclip/tests/recall.test.ts b/hindsight-integrations/paperclip/tests/recall.test.ts new file mode 100644 index 00000000..e07278e2 --- /dev/null +++ b/hindsight-integrations/paperclip/tests/recall.test.ts @@ -0,0 +1,118 @@ +import { describe, it, expect, vi, beforeEach } from 'vitest'; +import { recall } from '../src/recall.js'; +import { loadConfig } from '../src/config.js'; + +// Mock fetch globally +const mockFetch = vi.fn(); +vi.stubGlobal('fetch', mockFetch); + +function makeRecallResponse(results: Array<{ text: string; type?: string; mentionedAt?: string }>) { + return { + ok: true, + status: 200, + json: async () => ({ results }), + text: async () => '', + } as unknown as Response; +} + +function makeErrorResponse(status: number, body = '') { + return { + ok: false, + status, + json: async () => { throw new Error('not json'); }, + text: async () => body, + } as unknown as Response; +} + +beforeEach(() => { + mockFetch.mockReset(); +}); + +const config = loadConfig({ hindsightApiUrl: 'http://fake:9077' }); +const input = { companyId: 'co-1', agentId: 'ag-1', query: 'what did I work on?' }; + +describe('recall()', () => { + it('returns empty string for blank query', async () => { + const result = await recall({ ...input, query: ' ' }, config); + expect(result).toBe(''); + expect(mockFetch).not.toHaveBeenCalled(); + }); + + it('formats memories as bullet list', async () => { + mockFetch.mockResolvedValue(makeRecallResponse([ + { text: 'Fixed the login bug', type: 'experience' }, + { text: 'Prefers TypeScript', type: 'preference' }, + ])); + const result = await recall(input, config); + expect(result).toContain('- Fixed the login bug [experience]'); + expect(result).toContain('- Prefers TypeScript [preference]'); + }); + + it('includes mentionedAt date when present', async () => { + mockFetch.mockResolvedValue(makeRecallResponse([ + { text: 'Deployed to prod', mentionedAt: '2024-01-15' }, + ])); + const result = await recall(input, config); + expect(result).toContain('(2024-01-15)'); + }); + + it('returns empty string when no results', async () => { + mockFetch.mockResolvedValue(makeRecallResponse([])); + const result = await recall(input, config); + expect(result).toBe(''); + }); + + it('gracefully degrades on HTTP error', async () => { + mockFetch.mockResolvedValue(makeErrorResponse(500, 'Internal Server Error')); + const result = await recall(input, config); + expect(result).toBe(''); + }); + + it('gracefully degrades on network error', async () => { + mockFetch.mockRejectedValue(new Error('ECONNREFUSED')); + const result = await recall(input, config); + expect(result).toBe(''); + }); + + it('calls the correct API path with bank ID', async () => { + mockFetch.mockResolvedValue(makeRecallResponse([])); + await recall(input, config); + const [url] = mockFetch.mock.calls[0] as [string, RequestInit]; + expect(url).toContain('/v1/default/banks/paperclip%3A%3Aco-1%3A%3Aag-1/memories/recall'); + }); + + it('sends query and budget in request body', async () => { + mockFetch.mockResolvedValue(makeRecallResponse([])); + await recall(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.query).toBe('what did I work on?'); + expect(body.budget).toBe('mid'); + expect(body.max_tokens).toBe(1024); + }); + + it('uses custom budget and max_tokens from config', async () => { + const customConfig = loadConfig({ + hindsightApiUrl: 'http://fake:9077', + recallBudget: 'high', + recallMaxTokens: 2048, + }); + mockFetch.mockResolvedValue(makeRecallResponse([])); + await recall(input, customConfig); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.budget).toBe('high'); + expect(body.max_tokens).toBe(2048); + }); + + it('sends Authorization header when token is set', async () => { + const authConfig = loadConfig({ + hindsightApiUrl: 'http://fake:9077', + hindsightApiToken: 'hsk_test123', + }); + mockFetch.mockResolvedValue(makeRecallResponse([])); + await recall(input, authConfig); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + expect((init.headers as Record)['Authorization']).toBe('Bearer hsk_test123'); + }); +}); diff --git a/hindsight-integrations/paperclip/tests/retain.test.ts b/hindsight-integrations/paperclip/tests/retain.test.ts new file mode 100644 index 00000000..f776a494 --- /dev/null +++ b/hindsight-integrations/paperclip/tests/retain.test.ts @@ -0,0 +1,112 @@ +import { describe, it, expect, vi, beforeEach } from 'vitest'; +import { retain } from '../src/retain.js'; +import { loadConfig } from '../src/config.js'; + +const mockFetch = vi.fn(); +vi.stubGlobal('fetch', mockFetch); + +function makeRetainResponse() { + return { + ok: true, + status: 200, + json: async () => ({ success: true }), + text: async () => '', + } as unknown as Response; +} + +function makeErrorResponse(status: number) { + return { + ok: false, + status, + json: async () => { throw new Error('not json'); }, + text: async () => 'error', + } as unknown as Response; +} + +beforeEach(() => { + mockFetch.mockReset(); +}); + +const config = loadConfig({ hindsightApiUrl: 'http://fake:9077' }); +const input = { + companyId: 'co-1', + agentId: 'ag-1', + content: 'Fixed the authentication bug in login.ts', + documentId: 'run-abc123', +}; + +describe('retain()', () => { + it('does nothing for blank content', async () => { + await retain({ ...input, content: ' ' }, config); + expect(mockFetch).not.toHaveBeenCalled(); + }); + + it('calls the correct API path', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [url] = mockFetch.mock.calls[0] as [string, RequestInit]; + expect(url).toContain('/v1/default/banks/paperclip%3A%3Aco-1%3A%3Aag-1/memories'); + }); + + it('sends content in request body items array', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.items).toHaveLength(1); + expect(body.items[0].content).toBe('Fixed the authentication bug in login.ts'); + }); + + it('sends document_id to prevent duplicates', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.items[0].document_id).toBe('run-abc123'); + }); + + it('includes companyId and agentId in metadata', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.items[0].metadata.companyId).toBe('co-1'); + expect(body.items[0].metadata.agentId).toBe('ag-1'); + }); + + it('merges custom metadata with default metadata', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain({ ...input, metadata: { taskId: 'task-99' } }, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.items[0].metadata.taskId).toBe('task-99'); + expect(body.items[0].metadata.companyId).toBe('co-1'); + }); + + it('sets context to retainContext from config', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.items[0].context).toBe('paperclip'); + }); + + it('gracefully degrades on HTTP error', async () => { + mockFetch.mockResolvedValue(makeErrorResponse(503)); + // Should not throw + await expect(retain(input, config)).resolves.toBeUndefined(); + }); + + it('gracefully degrades on network error', async () => { + mockFetch.mockRejectedValue(new Error('Network failure')); + await expect(retain(input, config)).resolves.toBeUndefined(); + }); + + it('sends async flag in request body', async () => { + mockFetch.mockResolvedValue(makeRetainResponse()); + await retain(input, config); + const [, init] = mockFetch.mock.calls[0] as [string, RequestInit]; + const body = JSON.parse(init.body as string); + expect(body.async).toBe(true); + }); +}); diff --git a/hindsight-integrations/paperclip/tsconfig.json b/hindsight-integrations/paperclip/tsconfig.json new file mode 100644 index 00000000..66ea425a --- /dev/null +++ b/hindsight-integrations/paperclip/tsconfig.json @@ -0,0 +1,17 @@ +{ + "compilerOptions": { + "target": "ES2022", + "module": "ES2022", + "lib": ["ES2022"], + "moduleResolution": "node", + "declaration": true, + "outDir": "./dist", + "rootDir": "./src", + "strict": true, + "esModuleInterop": true, + "skipLibCheck": true, + "forceConsistentCasingInFileNames": true + }, + "include": ["src/**/*"], + "exclude": ["node_modules", "dist", "tests"] +}