Files
deepseek-harness/packages/llm/README.md
T
Tianyi Cui 7f024a1a9d Document the codebase thoroughly and tighten type safety
Docs: per-folder README.md for packages/ (family overview + one per
package: service, events, API, extension points, TODOs), examples/,
and examples/echo-agent/; folder-level AGENTS.md (+ CLAUDE.md
symlinks) for packages/ and vendor/; module-level doc comments in
every packages/*/src file; richer JSDoc on all exported API
(event side effects, disposal contracts, error behavior). Root
AGENTS.md gains a "Type Safety and Documentation" policy section:
the codebase aims to be very type-safe and well documented; type
gymnastics are acceptable in core packages when they improve
plugin-author DX; verbose docs are fine as long as they stay strictly
in sync with the code.

Type safety: removed the upstream-inherited "noImplicitAny": false
from tsconfig.base.json — packages/* now compile under full strict
mode; vendor/loader and vendor/include set it locally (vendor/cordis
already did). Eliminated every `: any` / `as any` from packages and
examples (catch clauses use unknown + a CodedError narrowing type;
event data access uses discriminated-union narrowing).

Typed tool schemas: new @deepseek-ai/dsh-tools schema DSL —
SchemaSpec with per-property `required: true` booleans, type-level
InferArgs<S>, a runtime SchemaSpec → JSON Schema converter, and
defineTool() so first-party tools get typed execute(args) with zero
casts (raw JSON Schema still accepted for MCP interop; chosen over
schemastery because it targets JSON Schema generation directly).
echo-tool and all test tools migrated; +7 tests.
2026-06-11 13:01:00 +08:00

2.7 KiB

dsh-llm

Provider-neutral LLM vocabulary and abstract service. This package defines the canonical language spoken by the agent loop, session logs, and every plugin.

Service: LlmService (ctx key: llm)

An adapter registry plus streaming / non-streaming call surfaces. Both call surfaces are interceptable via waterfall events.

Public API

  • ctx.llm.registerAdapter(models: string[], adapter: LlmAdapter): () => void Register an adapter for the given model names. Disposed with the calling fiber.
  • ctx.llm.models(): string[] — model names with a registered adapter.
  • ctx.llm.stream(options: GenerateOptions): AsyncIterable<StreamChunk> Stream one model call as raw chunks (token-level deltas).
  • ctx.llm.streamBlocks(options: GenerateOptions): AsyncIterable<ContentBlock> Stream as completed content blocks (convenience view).
  • ctx.llm.generate(options: GenerateOptions): Promise<GenerateResult> One model call, fully assembled.

Events

Event Mode Purpose
llm/stream waterfall Intercept/wrap every streaming model call (retry, caching, routing)
llm/generate waterfall Intercept/wrap every non-streaming model call
llm/adapter-change emit An adapter was registered or unregistered

Extension points

  • Subclass LlmAdapter and call ctx.llm.registerAdapter(models, adapter) to add a new model provider.
  • Wrap llm/stream or llm/generate via ctx.on() waterfall listeners for caching, retry, logging, rate-limiting, etc.

Content-block vocabulary (types.ts)

Messages are arrays of typed content blocks: text, reasoning, tool-call, tool-result, image. The union is derived from the merge-extensible ContentBlockMap, so plugins can add block types via declaration merging.

Streaming is a raw chunk protocol (block-start, text-delta, reasoning-delta, tool-call-delta, block-end, usage, finish). BlockAssembler is the single shared implementation that assembles chunks into blocks/messages.

Classes

  • LlmAdapter — abstract base class for provider adapters. The only required method is stream().
  • BlockAssembler — incrementally assembles raw chunks into complete content blocks and an assistant message. Used by the agent loop (raw chunks for replay
    • assembled for history) and by streamBlocks()/generate().
  • LlmError — typed error with a code string (NO_ADAPTER, DUPLICATE_ADAPTER).

What is NOT here (TODO)

  • DeepSeek V4 adapter — the first real adapter lands in a later phase.
  • Streaming protocol review — the chunk protocol has TODO(review) markers and needs careful review before the first real adapter (DeepSeek V4 wire format, partial JSON arguments, interleaved reasoning signatures, ...).