RLMAgent · API

Defined in: packages/components/src/agents/rlm/RLMAgent.ts:101

RLMAgent - Recursive Language Model Agent

Processes long contexts by allowing the LLM to generate code that orchestrates multiple sub-LLM calls for chunking and analysis tasks.

Supports true recursive nesting where Sub-LLM can itself be an RLM instance.

Examples

Basic usage (depth=1):

const agent = new RLMAgent({ rootLLM, subLLM });
const result = await agent.runStream({
  context: fileSystemContext,
  query: "Analyze this codebase"
});

Recursive RLM (depth=2) with shared context:

const fsContext = new FileSystemContext(basePath, files);
const agent = new RLMAgent({
  rootLLM,
  subLLM,
  maxDepth: 2,
  sharedContext: fsContext
});

Extends

Component

Constructors

Constructor

new RLMAgent(config): RLMAgent;

Defined in: packages/components/src/agents/rlm/RLMAgent.ts:105

Parameters

Parameter	Type
`config`	`RLMAgentConfig`

Returns

RLMAgent

Overrides

Component.constructor

Properties

Property	Modifier	Type	Description	Inherited from	Defined in
`flow`	`public`	`Flow` \| `null`	-	`Component.flow`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:24
`I`	`public`	(`name`) => `Port`	-	`Component.I`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:26
`id`	`public`	`string`	-	`Component.id`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:18
`identity`	`public`	`Symbol`	-	`Component.identity`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:25
`inPort`	`protected readonly`	`Port`	The default `in` input port.	`Component.inPort`	packages/core/dist/component/index.d.ts:49
`isRunning`	`public`	`boolean`	-	`Component.isRunning`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:23
`O`	`public`	(`name`) => `Port`	-	`Component.O`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:27
`opts`	`public`	`object`	-	`Component.opts`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:19
`outPort`	`protected readonly`	`Port`	The default `out` output port. A pipeline uses it to infer the endpoint.	`Component.outPort`	packages/core/dist/component/index.d.ts:51
`portMap`	`public`	`PortMap`	-	`Component.portMap`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:22
`type`	`public`	`Symbol`	-	`Component.type`	node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:17
`Port`	`static`	typeof `Port`	Port factory from the HLang runtime. `Component.Port.I(name)` and `Component.Port.O(name)` create input and output ports; call `.attach(this)` in the constructor.	`Component.Port`	packages/core/dist/component/index.d.ts:47

Methods

_transform()

_transform($i, $o): void;

Defined in: packages/components/src/agents/rlm/RLMAgent.ts:130

Pipeline mode: receives RLMInput on in and sends the resolved RLMResult on out. A failed run sends a result with an empty answer and an error message.

Parameters

Parameter	Type
`$i`	`Port`
`$o`	`Port`

Returns

void

Overrides

Component._transform

attach()

attach(flow): void;

Defined in: node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:31

Parameters

Parameter	Type
`flow`	`any`

Returns

void

Inherited from

Component.attach

attachPort()

attachPort(port): void;

Defined in: node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:32

Parameters

Parameter	Type
`port`	`any`

Returns

void

Inherited from

Component.attachPort

E()

E(): Port;

Defined in: node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:30

Returns

Port

Inherited from

Component.E

executeOnce()

executeOnce(type, ...args): void;

Defined in: node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/node.d.ts:29

Parameters

Parameter	Type
`type`	`any`
...`args`	`any`[]

Returns

void

Inherited from

Component.executeOnce

run()

run(data): Promise<RLMResult>;

Defined in: packages/components/src/agents/rlm/RLMAgent.ts:122

Process input through RLM

Parameters

Parameter	Type
`data`	`RLMInput`

Returns

Promise<RLMResult>

Overrides

Component.run

runStream()

runStream(data): AsyncGenerator<RLMChunk>;

Defined in: packages/components/src/agents/rlm/RLMAgent.ts:149

Process input through RLM with streaming output

Parameters

Parameter	Type
`data`	`RLMInput`

Returns

AsyncGenerator<RLMChunk>

throw()

throw(error): void;

Defined in: node_modules/.pnpm/@hlang-org+runtime@1.0.5/node_modules/@hlang-org/runtime/lib/node/transform.d.ts:4

Parameters

Parameter	Type
`error`	`any`

Returns

void

Inherited from

Component.throw