3b9d2db091
* security: bump vite across integrations to patched versions Fixes Dependabot alerts for vite transitive dev dependency: - GHSA-v2wj-q39q-566r (high): server.fs.deny bypass with queries - GHSA-p9ff-h696-f583 (high): related vite server vulnerability Adds a `vite` entry to the npm `overrides` in each integration's package.json to force the patched version (>=8.0.5). To make this possible in ai-sdk, chat, and openclaw — which pinned vitest ^4.0.18 whose vite peer is `^6.0.0 || ^7.0.0` — the minor-compatible bump vitest ^4.0.18 -> ^4.1.2 is also included. vitest 4.1.x supports vite 8.x (peer: ^6 || ^7 || ^8), so all six integrations converge on vite 8.x consistently. paperclip had no overrides block; one was added. Verified locally: `npm ci && npx vitest run` passes in all six integrations (ai-sdk 23, chat 28, openclaw 66, opencode 89, paperclip 27, nemoclaw 36 tests). * chore: regenerate hindsight-docs skill Picks up FAQ and best-practice sections added in #905 that were not regenerated at merge time, so that `verify-generated-files` passes for this branch. |
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| deno.lock | ||
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| README.md | ||
| tsconfig.json | ||
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| vitest.config.ts | ||
Hindsight Memory Integration for Vercel AI SDK
Give your AI agents persistent, human-like memory using Hindsight with the Vercel AI SDK.
Quick Start
npm install @vectorize-io/hindsight-ai-sdk @vectorize-io/hindsight-client ai zod
import { HindsightClient } from '@vectorize-io/hindsight-client';
import { createHindsightTools } from '@vectorize-io/hindsight-ai-sdk';
import { generateText } from 'ai';
import { anthropic } from '@ai-sdk/anthropic';
// 1. Initialize Hindsight client
const hindsightClient = new HindsightClient({
apiUrl: 'http://localhost:8000',
});
// 2. Create memory tools
const tools = createHindsightTools({ client: hindsightClient });
// 3. Use with AI SDK
const result = await generateText({
model: anthropic('claude-sonnet-4-20250514'),
tools,
system: `You have long-term memory. Use:
- 'recall' to search past conversations
- 'retain' to remember important information
- 'reflect' to synthesize insights from memories`,
prompt: 'Remember that Alice loves hiking and prefers spicy food',
});
console.log(result.text);
Features
✅ Three Memory Tools: retain (store), recall (retrieve), and reflect (reason over memories)
✅ AI SDK 6 Native: Works with generateText, streamText, and ToolLoopAgent
✅ Multi-User Support: Dynamic bank IDs per call for multi-user scenarios
✅ Type-Safe: Full TypeScript support with Zod schemas
✅ Flexible Client: Works with the official TypeScript client or custom HTTP clients
Documentation
The complete documentation includes:
- Detailed tool descriptions and parameters
- Advanced usage patterns (streaming, multi-user, ToolLoopAgent)
- HTTP client example (no dependencies)
- TypeScript types and API reference
- Best practices and system prompt examples
Running Hindsight Locally
# Install and run with embedded mode (no setup required)
uvx hindsight-embed@latest -p myapp daemon start
# The API will be available at http://localhost:8000
Examples
Full examples are available in the GitHub repository.
Support
License
MIT