diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml index 02c046656..a7473bf28 100644 --- a/.github/workflows/test.yml +++ b/.github/workflows/test.yml @@ -32,6 +32,7 @@ jobs: integration-tests: ${{ steps.filter.outputs.integration-tests }} integrations-openclaw: ${{ steps.filter.outputs.integrations-openclaw }} integrations-ai-sdk: ${{ steps.filter.outputs.integrations-ai-sdk }} + integrations-eliza: ${{ steps.filter.outputs.integrations-eliza }} integrations-agent-framework: ${{ steps.filter.outputs.integrations-agent-framework }} integrations-composio: ${{ steps.filter.outputs.integrations-composio }} integrations-chat: ${{ steps.filter.outputs.integrations-chat }} @@ -133,6 +134,8 @@ jobs: - 'hindsight-integrations/openclaw/**' integrations-ai-sdk: - 'hindsight-integrations/ai-sdk/**' + integrations-eliza: + - 'hindsight-integrations/eliza/**' integrations-agent-framework: - 'hindsight-integrations/agent-framework/**' integrations-composio: @@ -762,6 +765,37 @@ jobs: working-directory: ./hindsight-integrations/ai-sdk run: npm run test:deno + build-eliza-integration: + needs: [detect-changes] + if: >- + (github.event_name == 'workflow_dispatch' || + needs.detect-changes.outputs.integrations-eliza == 'true' || + needs.detect-changes.outputs.ci == 'true') + runs-on: ubuntu-latest + timeout-minutes: 30 + + steps: + - uses: actions/checkout@v6 + with: + ref: ${{ github.event.pull_request.head.sha || '' }} + + - name: Set up Node.js + uses: actions/setup-node@v6 + with: + node-version: '22' + + - name: Install dependencies + working-directory: ./hindsight-integrations/eliza + run: npm ci + + - name: Run tests + working-directory: ./hindsight-integrations/eliza + run: npm test + + - name: Build + working-directory: ./hindsight-integrations/eliza + run: npm run build + test-opencode-integration: needs: [detect-changes] if: >- diff --git a/hindsight-dev/hindsight_dev/generate_changelog.py b/hindsight-dev/hindsight_dev/generate_changelog.py index f0d5b25fa..8ecd3473a 100644 --- a/hindsight-dev/hindsight_dev/generate_changelog.py +++ b/hindsight-dev/hindsight_dev/generate_changelog.py @@ -44,6 +44,7 @@ class IntegrationMeta: "agent-framework": IntegrationMeta("hindsight-agent-framework", "Microsoft Agent Framework"), "ag2": IntegrationMeta("hindsight-ag2"), "ai-sdk": IntegrationMeta("@vectorize-io/hindsight-ai-sdk", "AI SDK"), + "eliza": IntegrationMeta("@vectorize-io/hindsight-eliza", "elizaOS"), "chat": IntegrationMeta("@vectorize-io/hindsight-chat", "Chat SDK"), "openclaw": IntegrationMeta("@vectorize-io/hindsight-openclaw", "OpenClaw"), "langgraph": IntegrationMeta("hindsight-langgraph", "LangGraph"), diff --git a/hindsight-docs/docs-integrations/eliza.md b/hindsight-docs/docs-integrations/eliza.md new file mode 100644 index 000000000..8b8ee4a79 --- /dev/null +++ b/hindsight-docs/docs-integrations/eliza.md @@ -0,0 +1,94 @@ +--- +title: "elizaOS Long-Term Memory with Hindsight | Integration" +description: "Give elizaOS agents persistent long-term memory. The Hindsight plugin recalls relevant memories into the prompt before each model call and retains conversations after each turn." +--- + +# elizaOS + +The `@vectorize-io/hindsight-eliza` package gives [elizaOS](https://github.com/elizaOS/eliza) agents long-term memory backed by [Hindsight](https://hindsight.vectorize.io). + +It registers two components on your agent: + +- A **provider** (`HINDSIGHT_MEMORY`) that recalls relevant memories and injects them into the prompt before each model call. +- An **evaluator** (`HINDSIGHT_RETAIN`) that retains conversation messages to Hindsight after each turn. + +Both are enabled by default, layer on top of elizaOS's existing memory, and fail safe — a memory-service hiccup never blocks your agent from responding. + +[View Changelog →](/changelog/integrations/eliza) + +## Installation + +```bash +npm install @vectorize-io/hindsight-eliza @vectorize-io/hindsight-client +``` + +This package targets `@elizaos/core` `^1.7.2` (declared as a peer dependency). + +## Usage + +Create the plugin and add it to your character's plugin list: + +```ts +import { createHindsightPlugin } from "@vectorize-io/hindsight-eliza"; +import { Hindsight } from "@vectorize-io/hindsight-client"; + +const hindsightPlugin = createHindsightPlugin({ + client: new Hindsight({ apiKey: process.env.HINDSIGHT_API_KEY }), + recall: { budget: "high", includeEntities: true }, + retain: { tags: ["source:eliza"] }, +}); + +export const character = { + name: "Ada", + plugins: [ + // ...your other plugins + hindsightPlugin, + ], +}; +``` + +By default each agent message is stored under a memory **bank** keyed by the +message's `entityId`, giving every user an isolated memory store. + +## Configuration + +```ts +createHindsightPlugin({ + client, + + // Which memory bank to read/write. A string uses one fixed bank for all + // messages; a function derives the bank per message. Defaults to + // `message.entityId` (one bank per user). + bank: (message) => message.entityId, + + recall: { + enabled: true, // set false to disable recall + budget: "mid", // "low" | "mid" | "high" — latency vs. depth + types: ["world", "experience"], // restrict to fact types + maxTokens: 1000, // cap recalled tokens + includeEntities: false, // include entity observations + heading: "# Relevant long-term memories", // prompt heading + }, + + retain: { + enabled: true, // set false to disable retain + async: true, // fire-and-forget; never adds turn latency + tags: ["source:eliza"], // tags on every retained memory + metadata: { env: "prod" }, + includeAgentMessages: false, // also store the agent's own replies + }, +}); +``` + +### Using only recall or only retain + +Disable either side with `recall.enabled: false` or `retain.enabled: false`. You +can also build the components directly with `createHindsightProvider` and +`createHindsightEvaluator` if you want to wire them into a plugin yourself. + +## How it works + +| Component | elizaOS seam | When it runs | What it does | +| --- | --- | --- | --- | +| `HINDSIGHT_MEMORY` | Provider | During prompt composition, before the model call | Calls Hindsight `recall` with the incoming message and injects the results into context | +| `HINDSIGHT_RETAIN` | Evaluator | After the agent processes the turn | Calls Hindsight `retain` to persist the message (and optionally the agent's replies) | diff --git a/hindsight-docs/src/data/integrations.json b/hindsight-docs/src/data/integrations.json index c30c3f747..1dbf064b2 100644 --- a/hindsight-docs/src/data/integrations.json +++ b/hindsight-docs/src/data/integrations.json @@ -1,5 +1,15 @@ { "integrations": [ + { + "id": "eliza", + "name": "elizaOS", + "description": "Give elizaOS agents long-term memory. A plugin that recalls relevant memories into the prompt and retains conversations to Hindsight.", + "type": "official", + "by": "hindsight", + "category": "framework", + "link": "/sdks/integrations/eliza", + "icon": "/img/icons/eliza.png" + }, { "id": "litellm", "name": "LiteLLM", diff --git a/hindsight-docs/static/img/icons/eliza.png b/hindsight-docs/static/img/icons/eliza.png new file mode 100644 index 000000000..f72638b11 Binary files /dev/null and b/hindsight-docs/static/img/icons/eliza.png differ diff --git a/hindsight-integrations/eliza/.gitignore b/hindsight-integrations/eliza/.gitignore new file mode 100644 index 000000000..0a1f1f0d9 --- /dev/null +++ b/hindsight-integrations/eliza/.gitignore @@ -0,0 +1,4 @@ +node_modules +dist +*.tsbuildinfo +.DS_Store diff --git a/hindsight-integrations/eliza/README.md b/hindsight-integrations/eliza/README.md new file mode 100644 index 000000000..bde2ff011 --- /dev/null +++ b/hindsight-integrations/eliza/README.md @@ -0,0 +1,72 @@ +# @vectorize-io/hindsight-eliza + +Long-term memory for [elizaOS](https://github.com/elizaOS/eliza) agents, backed by [Hindsight](https://hindsight.vectorize.io). + +The plugin registers two components on your agent: + +- **`HINDSIGHT_MEMORY` provider** — recalls relevant memories and injects them into the prompt before each model call. +- **`HINDSIGHT_RETAIN` evaluator** — retains conversation messages to Hindsight after each turn. + +Both are enabled by default, layer on top of elizaOS's existing memory, and fail safe — a Hindsight outage never blocks the agent from responding. + +## Installation + +```bash +npm install @vectorize-io/hindsight-eliza @vectorize-io/hindsight-client +``` + +Requires `@elizaos/core` `^1.7.2` (peer dependency). + +## Usage + +```ts +import { createHindsightPlugin } from "@vectorize-io/hindsight-eliza"; +import { Hindsight } from "@vectorize-io/hindsight-client"; + +const hindsightPlugin = createHindsightPlugin({ + client: new Hindsight({ apiKey: process.env.HINDSIGHT_API_KEY }), + recall: { budget: "high", includeEntities: true }, + retain: { tags: ["source:eliza"] }, +}); + +export const character = { + name: "Ada", + plugins: [hindsightPlugin], +}; +``` + +By default memories are stored per user (keyed by the message `entityId`). Pass a +`bank` string or `(message) => string` function to control this. + +## Options + +| Option | Description | Default | +| ----------------------------- | ------------------------------------------- | ------------------------------- | +| `client` | A Hindsight client instance | required | +| `bank` | Fixed bank string, or `(message) => string` | `message.entityId` | +| `recall.enabled` | Enable the recall provider | `true` | +| `recall.budget` | `"low" \| "mid" \| "high"` | `"mid"` | +| `recall.types` | Restrict to fact types | all | +| `recall.maxTokens` | Cap recalled tokens | API default | +| `recall.includeEntities` | Include entity observations | `false` | +| `recall.heading` | Heading above recalled memories | `# Relevant long-term memories` | +| `retain.enabled` | Enable the retain evaluator | `true` | +| `retain.async` | Fire-and-forget (no turn latency) | `true` | +| `retain.tags` | Tags on every retained memory | — | +| `retain.metadata` | Metadata on every retained memory | — | +| `retain.includeAgentMessages` | Also store the agent's replies | `false` | + +You can also use `createHindsightProvider` and `createHindsightEvaluator` +directly if you want to assemble your own plugin. + +## Development + +```bash +npm install +npm test +npm run build +``` + +## License + +MIT diff --git a/hindsight-integrations/eliza/package-lock.json b/hindsight-integrations/eliza/package-lock.json new file mode 100644 index 000000000..61c04c6a9 --- /dev/null +++ b/hindsight-integrations/eliza/package-lock.json @@ -0,0 +1,4319 @@ +{ + "name": "@vectorize-io/hindsight-eliza", + "version": "0.1.0", + "lockfileVersion": 3, + "requires": true, + "packages": { + "": { + "name": "@vectorize-io/hindsight-eliza", + "version": "0.1.0", + "license": "MIT", + "devDependencies": { + "@elizaos/core": "1.7.2", + "@types/node": "^22.0.0", + "tsup": "^8.5.1", + "typescript": "^5.7.0", + "vitest": "^4.1.2" + }, + "engines": { + "node": ">=22" + }, + "peerDependencies": { + 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"author": "Vectorize ", + "license": "MIT", + "repository": { + "type": "git", + "url": "https://github.com/vectorize-io/hindsight.git", + "directory": "hindsight-integrations/eliza" + }, + "files": [ + "dist", + "README.md" + ], + "scripts": { + "build": "tsup", + "dev": "tsc --watch", + "clean": "rm -rf dist", + "test": "vitest run", + "test:watch": "vitest", + "prepublishOnly": "npm run clean && npm run build" + }, + "peerDependencies": { + "@elizaos/core": "^1.7.2" + }, + "devDependencies": { + "@elizaos/core": "1.7.2", + "@types/node": "^22.0.0", + "tsup": "^8.5.1", + "typescript": "^5.7.0", + "vitest": "^4.1.2" + }, + "engines": { + "node": ">=22" + } +} diff --git a/hindsight-integrations/eliza/src/client.ts b/hindsight-integrations/eliza/src/client.ts new file mode 100644 index 000000000..1e038613f --- /dev/null +++ b/hindsight-integrations/eliza/src/client.ts @@ -0,0 +1,72 @@ +/** + * Minimal Hindsight client surface used by this integration. + * + * It is a structural subset of `@vectorize-io/hindsight-client` so that + * consumers can pass a real client instance without this package taking a hard + * dependency on it. Only `recall` and `retain` are required. + */ + +/** Processing budget controlling latency vs. depth. */ +export type Budget = "low" | "mid" | "high"; + +/** Fact types for filtering recall results. */ +export type FactType = "world" | "experience" | "observation"; + +/** A single recalled memory. */ +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; +} + +export interface RecallResponse { + results: RecallResult[]; + trace?: Record | null; + entities?: Record | null; + chunks?: Record | null; +} + +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; + includeEntities?: boolean; + includeChunks?: boolean; + } + ): Promise; +} diff --git a/hindsight-integrations/eliza/src/evaluator.ts b/hindsight-integrations/eliza/src/evaluator.ts new file mode 100644 index 000000000..b49e8802d --- /dev/null +++ b/hindsight-integrations/eliza/src/evaluator.ts @@ -0,0 +1,65 @@ +import type { Evaluator, IAgentRuntime, Memory } from "@elizaos/core"; +import type { HindsightClient } from "./client.js"; +import { type BankResolver, type RetainOptions, resolveBank } from "./options.js"; + +/** + * Builds the retain evaluator. Evaluators run after the agent has processed a + * turn, which is the natural moment to persist new memories. By default it + * stores the incoming message; set `includeAgentMessages` to also store the + * agent's replies. Retain is fire-and-forget by default so it never adds + * latency to the conversation. + */ +export function createHindsightEvaluator( + client: HindsightClient, + bank: BankResolver | undefined, + options: RetainOptions = {} +): Evaluator { + const isAsync = options.async ?? true; + + const retain = (bankId: string, text: string): Promise => { + const promise = client + .retain(bankId, text, { + async: isAsync, + tags: options.tags, + metadata: options.metadata, + }) + .catch(() => undefined); + return isAsync ? Promise.resolve() : promise; + }; + + return { + name: "HINDSIGHT_RETAIN", + description: "Persists conversation messages to Hindsight long-term memory.", + alwaysRun: true, + examples: [], + validate: async (_runtime: IAgentRuntime, message: Memory) => { + return Boolean(message.content?.text?.trim()); + }, + handler: async ( + runtime: IAgentRuntime, + message: Memory, + _state, + _options, + _callback, + responses?: Memory[] + ) => { + const bankId = resolveBank(bank, message); + const fromAgent = message.entityId === runtime.agentId; + + // Store the triggering message unless it is the agent's own and the + // caller opted out of retaining agent messages. + const text = message.content?.text?.trim(); + if (text && (!fromAgent || options.includeAgentMessages)) { + await retain(bankId, text); + } + + // Optionally store the agent's replies for this turn. + if (options.includeAgentMessages && responses?.length) { + for (const response of responses) { + const responseText = response.content?.text?.trim(); + if (responseText) await retain(bankId, responseText); + } + } + }, + }; +} diff --git a/hindsight-integrations/eliza/src/index.ts b/hindsight-integrations/eliza/src/index.ts new file mode 100644 index 000000000..5532d6cd6 --- /dev/null +++ b/hindsight-integrations/eliza/src/index.ts @@ -0,0 +1,18 @@ +export { createHindsightPlugin } from "./plugin.js"; +export { createHindsightProvider } from "./provider.js"; +export { createHindsightEvaluator } from "./evaluator.js"; +export { resolveBank } from "./options.js"; +export type { + HindsightPluginOptions, + RecallOptions, + RetainOptions, + BankResolver, +} from "./options.js"; +export type { + HindsightClient, + RecallResult, + RecallResponse, + RetainResponse, + Budget, + FactType, +} from "./client.js"; diff --git a/hindsight-integrations/eliza/src/options.ts b/hindsight-integrations/eliza/src/options.ts new file mode 100644 index 000000000..2f3fa6e72 --- /dev/null +++ b/hindsight-integrations/eliza/src/options.ts @@ -0,0 +1,59 @@ +import type { Memory } from "@elizaos/core"; +import type { Budget, FactType, HindsightClient } from "./client.js"; + +/** + * Resolves which Hindsight memory bank a message belongs to. + * + * A string is used as a fixed bank for every message; a function lets callers + * derive the bank per message (e.g. one bank per user or per room). + */ +export type BankResolver = string | ((message: Memory) => string); + +export interface RecallOptions { + /** Disable memory recall (default: enabled). */ + enabled?: boolean; + /** Restrict recall to these fact types (default: all). */ + types?: FactType[]; + /** Maximum tokens to return (default: API default). */ + maxTokens?: number; + /** Processing budget controlling latency vs. depth (default: 'mid'). */ + budget?: Budget; + /** Include entity observations in recall (default: false). */ + includeEntities?: boolean; + /** Heading rendered above the recalled memories in the prompt. */ + heading?: string; +} + +export interface RetainOptions { + /** Disable retaining messages (default: enabled). */ + enabled?: boolean; + /** Fire-and-forget retain without awaiting completion (default: true). */ + async?: boolean; + /** Tags attached to every retained memory. */ + tags?: string[]; + /** Metadata attached to every retained memory. */ + metadata?: Record; + /** Also retain the agent's own replies, not just incoming messages (default: false). */ + includeAgentMessages?: boolean; +} + +export interface HindsightPluginOptions { + /** A Hindsight client instance (e.g. from `@vectorize-io/hindsight-client`). */ + client: HindsightClient; + /** + * The memory bank to read and write. Defaults to the message's `entityId`, + * giving each user/agent an isolated memory store. + */ + bank?: BankResolver; + /** Recall (read) behaviour. */ + recall?: RecallOptions; + /** Retain (write) behaviour. */ + retain?: RetainOptions; +} + +/** Resolve the bank id for a message, defaulting to its `entityId`. */ +export function resolveBank(bank: BankResolver | undefined, message: Memory): string { + if (typeof bank === "function") return bank(message); + if (typeof bank === "string" && bank.length > 0) return bank; + return message.entityId; +} diff --git a/hindsight-integrations/eliza/src/plugin.ts b/hindsight-integrations/eliza/src/plugin.ts new file mode 100644 index 000000000..c6d4a96f1 --- /dev/null +++ b/hindsight-integrations/eliza/src/plugin.ts @@ -0,0 +1,42 @@ +import type { Plugin } from "@elizaos/core"; +import { createHindsightEvaluator } from "./evaluator.js"; +import type { HindsightPluginOptions } from "./options.js"; +import { createHindsightProvider } from "./provider.js"; + +/** + * Creates an elizaOS plugin that gives an agent long-term memory backed by + * Hindsight. + * + * - A **provider** recalls relevant memories and injects them into the prompt + * before each model call. + * - An **evaluator** retains conversation messages after each turn. + * + * Both sides default to enabled. Disable either via `recall.enabled` / + * `retain.enabled`. + * + * @example + * ```ts + * import { createHindsightPlugin } from "@vectorize-io/hindsight-eliza"; + * import { Hindsight } from "@vectorize-io/hindsight-client"; + * + * const plugin = createHindsightPlugin({ + * client: new Hindsight({ apiKey: process.env.HINDSIGHT_API_KEY }), + * recall: { budget: "high", includeEntities: true }, + * retain: { tags: ["source:eliza"] }, + * }); + * ``` + */ +export function createHindsightPlugin(options: HindsightPluginOptions): Plugin { + const { client, bank, recall = {}, retain = {} } = options; + + const providers = recall.enabled === false ? [] : [createHindsightProvider(client, bank, recall)]; + const evaluators = + retain.enabled === false ? [] : [createHindsightEvaluator(client, bank, retain)]; + + return { + name: "@vectorize-io/hindsight-eliza", + description: "Hindsight long-term memory: recall relevant memories and retain conversations.", + providers, + evaluators, + }; +} diff --git a/hindsight-integrations/eliza/src/provider.ts b/hindsight-integrations/eliza/src/provider.ts new file mode 100644 index 000000000..581e4d1b9 --- /dev/null +++ b/hindsight-integrations/eliza/src/provider.ts @@ -0,0 +1,64 @@ +import type { Provider } from "@elizaos/core"; +import type { HindsightClient, RecallResult } from "./client.js"; +import { type BankResolver, type RecallOptions, resolveBank } from "./options.js"; + +const DEFAULT_HEADING = "# Relevant long-term memories"; + +/** Render recalled memories as a markdown bullet list for prompt inclusion. */ +function formatMemories(results: RecallResult[], heading: string): string { + const lines = results + .map((r) => r.text?.trim()) + .filter((text): text is string => Boolean(text)) + .map((text) => `- ${text}`); + if (lines.length === 0) return ""; + return `${heading}\n${lines.join("\n")}`; +} + +/** + * Builds the recall provider. On every turn it queries Hindsight with the + * incoming message text and injects the relevant memories into the agent's + * prompt context. Recall failures are swallowed so a memory-service outage + * never blocks the agent from responding. + */ +export function createHindsightProvider( + client: HindsightClient, + bank: BankResolver | undefined, + options: RecallOptions = {} +): Provider { + const heading = options.heading ?? DEFAULT_HEADING; + + return { + name: "HINDSIGHT_MEMORY", + description: + "Long-term memories recalled from Hindsight that are relevant to the current message.", + dynamic: false, + get: async (_runtime, message) => { + const query = message.content?.text?.trim(); + if (!query) { + return { text: "", values: {}, data: {} }; + } + + try { + const response = await client.recall(resolveBank(bank, message), query, { + types: options.types, + maxTokens: options.maxTokens, + budget: options.budget, + includeEntities: options.includeEntities, + }); + const results = response.results ?? []; + const text = formatMemories(results, heading); + return { + text, + values: { hindsightMemoryCount: results.length }, + data: { hindsight: response }, + }; + } catch (error) { + return { + text: "", + values: { hindsightMemoryCount: 0 }, + data: { hindsightError: error instanceof Error ? error.message : String(error) }, + }; + } + }, + }; +} diff --git a/hindsight-integrations/eliza/tests/plugin.test.ts b/hindsight-integrations/eliza/tests/plugin.test.ts new file mode 100644 index 000000000..8f6537d95 --- /dev/null +++ b/hindsight-integrations/eliza/tests/plugin.test.ts @@ -0,0 +1,179 @@ +import type { IAgentRuntime, Memory, Provider, Evaluator } from "@elizaos/core"; +import { beforeEach, describe, expect, it, vi } from "vitest"; +import { + createHindsightPlugin, + type HindsightClient, + type RecallResponse, + type RetainResponse, +} from "../src/index.js"; + +const AGENT_ID = "00000000-0000-0000-0000-0000000000a9" as const; +const USER_ID = "00000000-0000-0000-0000-0000000000u5" as const; + +function mockClient(): HindsightClient { + return { + recall: vi.fn( + async (): Promise => ({ + results: [ + { id: "1", text: "User prefers dark mode" }, + { id: "2", text: "User lives in Berlin" }, + ], + }) + ), + retain: vi.fn( + async (bankId: string): Promise => ({ + success: true, + bank_id: bankId, + items_count: 1, + async: true, + }) + ), + }; +} + +function userMessage(text: string): Memory { + return { + entityId: USER_ID, + agentId: AGENT_ID, + roomId: "00000000-0000-0000-0000-0000000000r1", + content: { text }, + } as Memory; +} + +const runtime = { agentId: AGENT_ID } as IAgentRuntime; + +function getProvider(plugin: ReturnType): Provider { + const provider = plugin.providers?.[0]; + if (!provider) throw new Error("provider missing"); + return provider; +} + +function getEvaluator(plugin: ReturnType): Evaluator { + const evaluator = plugin.evaluators?.[0]; + if (!evaluator) throw new Error("evaluator missing"); + return evaluator; +} + +describe("createHindsightPlugin", () => { + let client: HindsightClient; + + beforeEach(() => { + client = mockClient(); + }); + + it("registers a recall provider and a retain evaluator by default", () => { + const plugin = createHindsightPlugin({ client }); + expect(plugin.providers).toHaveLength(1); + expect(plugin.evaluators).toHaveLength(1); + expect(getProvider(plugin).name).toBe("HINDSIGHT_MEMORY"); + expect(getEvaluator(plugin).name).toBe("HINDSIGHT_RETAIN"); + }); + + it("can disable recall or retain", () => { + const plugin = createHindsightPlugin({ + client, + recall: { enabled: false }, + retain: { enabled: false }, + }); + expect(plugin.providers).toHaveLength(0); + expect(plugin.evaluators).toHaveLength(0); + }); + + describe("recall provider", () => { + it("recalls memories and formats them for the prompt", async () => { + const provider = getProvider(createHindsightPlugin({ client })); + const result = await provider.get(runtime, userMessage("What theme do I like?"), {} as never); + + expect(client.recall).toHaveBeenCalledWith( + USER_ID, + "What theme do I like?", + expect.any(Object) + ); + expect(result.text).toContain("User prefers dark mode"); + expect(result.text).toContain("User lives in Berlin"); + expect(result.values?.hindsightMemoryCount).toBe(2); + }); + + it("defaults the bank to the message entityId but honours an override", async () => { + const provider = getProvider(createHindsightPlugin({ client, bank: "team-bank" })); + await provider.get(runtime, userMessage("hi"), {} as never); + expect(client.recall).toHaveBeenCalledWith("team-bank", "hi", expect.any(Object)); + }); + + it("returns empty text for an empty message without calling recall", async () => { + const provider = getProvider(createHindsightPlugin({ client })); + const result = await provider.get(runtime, userMessage(" "), {} as never); + expect(client.recall).not.toHaveBeenCalled(); + expect(result.text).toBe(""); + }); + + it("never throws when recall fails", async () => { + (client.recall as ReturnType).mockRejectedValueOnce(new Error("down")); + const provider = getProvider(createHindsightPlugin({ client })); + const result = await provider.get(runtime, userMessage("hello"), {} as never); + expect(result.text).toBe(""); + expect(result.data?.hindsightError).toBe("down"); + }); + + it("passes recall options through to the client", async () => { + const provider = getProvider( + createHindsightPlugin({ + client, + recall: { budget: "high", types: ["world"], includeEntities: true, maxTokens: 500 }, + }) + ); + await provider.get(runtime, userMessage("q"), {} as never); + expect(client.recall).toHaveBeenCalledWith(USER_ID, "q", { + budget: "high", + types: ["world"], + includeEntities: true, + maxTokens: 500, + }); + }); + }); + + describe("retain evaluator", () => { + it("retains the incoming user message", async () => { + const evaluator = getEvaluator(createHindsightPlugin({ client, retain: { async: false } })); + const message = userMessage("Remember I like dark mode"); + await evaluator.handler(runtime, message, undefined, undefined, undefined, undefined); + expect(client.retain).toHaveBeenCalledWith(USER_ID, "Remember I like dark mode", { + async: false, + tags: undefined, + metadata: undefined, + }); + }); + + it("validates only messages that have text", async () => { + const evaluator = getEvaluator(createHindsightPlugin({ client })); + expect(await evaluator.validate(runtime, userMessage("hi"))).toBe(true); + expect(await evaluator.validate(runtime, userMessage(" "))).toBe(false); + }); + + it("skips the agent's own message by default", async () => { + const evaluator = getEvaluator(createHindsightPlugin({ client, retain: { async: false } })); + const agentMsg = { ...userMessage("my reply"), entityId: AGENT_ID } as Memory; + await evaluator.handler(runtime, agentMsg, undefined, undefined, undefined, undefined); + expect(client.retain).not.toHaveBeenCalled(); + }); + + it("retains agent replies when includeAgentMessages is set", async () => { + const evaluator = getEvaluator( + createHindsightPlugin({ client, retain: { async: false, includeAgentMessages: true } }) + ); + const message = userMessage("hello"); + const responses = [{ ...userMessage("agent answer"), entityId: AGENT_ID } as Memory]; + await evaluator.handler(runtime, message, undefined, undefined, undefined, responses); + expect(client.retain).toHaveBeenCalledWith(USER_ID, "hello", expect.any(Object)); + expect(client.retain).toHaveBeenCalledWith(USER_ID, "agent answer", expect.any(Object)); + }); + + it("does not reject the turn when retain fails (async mode)", async () => { + (client.retain as ReturnType).mockRejectedValue(new Error("boom")); + const evaluator = getEvaluator(createHindsightPlugin({ client })); + await expect( + evaluator.handler(runtime, userMessage("hi"), undefined, undefined, undefined, undefined) + ).resolves.toBeUndefined(); + }); + }); +}); diff --git a/hindsight-integrations/eliza/tsconfig.json b/hindsight-integrations/eliza/tsconfig.json new file mode 100644 index 000000000..7b94e1e79 --- /dev/null +++ b/hindsight-integrations/eliza/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", "tests"] +} diff --git a/hindsight-integrations/eliza/tsup.config.ts b/hindsight-integrations/eliza/tsup.config.ts new file mode 100644 index 000000000..dbf8d946b --- /dev/null +++ b/hindsight-integrations/eliza/tsup.config.ts @@ -0,0 +1,12 @@ +import { defineConfig } from "tsup"; + +export default defineConfig({ + entry: ["src/index.ts"], + format: ["esm"], + dts: true, + outDir: "dist", + clean: true, + sourcemap: true, + bundle: true, + external: ["@elizaos/core"], +}); diff --git a/hindsight-integrations/eliza/vitest.config.ts b/hindsight-integrations/eliza/vitest.config.ts new file mode 100644 index 000000000..49cf00a4e --- /dev/null +++ b/hindsight-integrations/eliza/vitest.config.ts @@ -0,0 +1,9 @@ +import { defineConfig } from "vitest/config"; + +export default defineConfig({ + test: { + globals: true, + environment: "node", + include: ["tests/**/*.test.ts", "src/**/*.test.ts"], + }, +}); diff --git a/scripts/release-integration.sh b/scripts/release-integration.sh index cae8c4bff..521cef383 100755 --- a/scripts/release-integration.sh +++ b/scripts/release-integration.sh @@ -13,7 +13,7 @@ print_info() { echo -e "${GREEN}[INFO]${NC} $1"; } print_warn() { echo -e "${YELLOW}[WARN]${NC} $1"; } print_error() { echo -e "${RED}[ERROR]${NC} $1"; } -VALID_INTEGRATIONS=("ag2" "agent-framework" "agentcore" "agno" "aider" "ai-sdk" "autogen" "chat" "claude-agent-sdk" "claude-code" "cline" "cloudflare-oauth-proxy" "codex" "composio" "continue" "crewai" "cursor" "cursor-cli" "dify" "flowise" "gemini-spark" "github-copilot" "google-adk" "haystack" "langgraph" "litellm" "llamaindex" "n8n" "nemoclaw" "obsidian" "omo" "openai-agents" "openclaw" "opencode" "openhands" "paperclip" "pipecat" "pydantic-ai" "roo-code" "smolagents" "strands" "superagent" "vapi" "windsurf" "zed") +VALID_INTEGRATIONS=("ag2" "agent-framework" "agentcore" "agno" "aider" "ai-sdk" "autogen" "chat" "claude-agent-sdk" "claude-code" "cline" "cloudflare-oauth-proxy" "codex" "composio" "continue" "crewai" "cursor" "cursor-cli" "dify" "eliza" "flowise" "gemini-spark" "github-copilot" "google-adk" "haystack" "langgraph" "litellm" "llamaindex" "n8n" "nemoclaw" "obsidian" "omo" "openai-agents" "openclaw" "opencode" "openhands" "paperclip" "pipecat" "pydantic-ai" "roo-code" "smolagents" "strands" "superagent" "vapi" "windsurf" "zed") usage() { print_error "Usage: $0 "