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tool.ts
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164 lines (151 loc) · 5.34 KB
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import { Effect, Schema } from "effect"
import type { JSONSchema7 } from "@ai-sdk/provider"
import type { MessageV2 } from "../session/message-v2"
import type { Permission } from "../permission"
import type { SessionID, MessageID } from "../session/schema"
import * as Truncate from "./truncate"
import { Agent } from "@/agent/agent"
interface Metadata {
[key: string]: any
}
// TODO: remove this hack
export type DynamicDescription = (agent: Agent.Info) => Effect.Effect<string>
export type Context<M extends Metadata = Metadata> = {
sessionID: SessionID
messageID: MessageID
agent: string
abort: AbortSignal
callID?: string
extra?: { [key: string]: unknown }
messages: MessageV2.WithParts[]
metadata(input: { title?: string; metadata?: M }): Effect.Effect<void>
ask(input: Omit<Permission.Request, "id" | "sessionID" | "tool">): Effect.Effect<void>
}
export interface ExecuteResult<M extends Metadata = Metadata> {
title: string
metadata: M
output: string
attachments?: Omit<MessageV2.FilePart, "id" | "sessionID" | "messageID">[]
}
export interface Def<
Parameters extends Schema.Decoder<unknown> = Schema.Decoder<unknown>,
M extends Metadata = Metadata,
> {
id: string
description: string
parameters: Parameters
jsonSchema?: JSONSchema7
execute(args: Schema.Schema.Type<Parameters>, ctx: Context): Effect.Effect<ExecuteResult<M>>
formatValidationError?(error: unknown): string
}
export type DefWithoutID<
Parameters extends Schema.Decoder<unknown> = Schema.Decoder<unknown>,
M extends Metadata = Metadata,
> = Omit<Def<Parameters, M>, "id">
export interface Info<
Parameters extends Schema.Decoder<unknown> = Schema.Decoder<unknown>,
M extends Metadata = Metadata,
> {
id: string
init: () => Effect.Effect<DefWithoutID<Parameters, M>>
}
type Init<Parameters extends Schema.Decoder<unknown>, M extends Metadata> =
| DefWithoutID<Parameters, M>
| (() => Effect.Effect<DefWithoutID<Parameters, M>>)
export type InferParameters<T> =
T extends Info<infer P, any>
? Schema.Schema.Type<P>
: T extends Effect.Effect<Info<infer P, any>, any, any>
? Schema.Schema.Type<P>
: never
export type InferMetadata<T> =
T extends Info<any, infer M> ? M : T extends Effect.Effect<Info<any, infer M>, any, any> ? M : never
export type InferDef<T> =
T extends Info<infer P, infer M>
? Def<P, M>
: T extends Effect.Effect<Info<infer P, infer M>, any, any>
? Def<P, M>
: never
function wrap<Parameters extends Schema.Decoder<unknown>, Result extends Metadata>(
id: string,
init: Init<Parameters, Result>,
truncate: Truncate.Interface,
agents: Agent.Interface,
) {
return () =>
Effect.gen(function* () {
const toolInfo = typeof init === "function" ? { ...(yield* init()) } : { ...init }
// Compile the parser closure once per tool init; `decodeUnknownEffect`
// allocates a new closure per call, so hoisting avoids re-closing it for
// every LLM tool invocation.
const decode = Schema.decodeUnknownEffect(toolInfo.parameters)
const execute = toolInfo.execute
toolInfo.execute = (args, ctx) => {
const attrs = {
"tool.name": id,
"session.id": ctx.sessionID,
"message.id": ctx.messageID,
...(ctx.callID ? { "tool.call_id": ctx.callID } : {}),
}
return Effect.gen(function* () {
const decoded = yield* decode(args).pipe(
Effect.mapError((error) =>
toolInfo.formatValidationError
? new Error(toolInfo.formatValidationError(error), { cause: error })
: new Error(
`The ${id} tool was called with invalid arguments: ${error}.\nPlease rewrite the input so it satisfies the expected schema.`,
{ cause: error },
),
),
)
const result = yield* execute(decoded as Schema.Schema.Type<Parameters>, ctx)
if (result.metadata.truncated !== undefined) {
return result
}
const agent = yield* agents.get(ctx.agent)
const truncated = yield* truncate.output(result.output, {}, agent)
return {
...result,
output: truncated.content,
metadata: {
...result.metadata,
truncated: truncated.truncated,
...(truncated.truncated && { outputPath: truncated.outputPath }),
},
}
}).pipe(Effect.orDie, Effect.withSpan("Tool.execute", { attributes: attrs }))
}
return toolInfo
})
}
export function define<
Parameters extends Schema.Decoder<unknown>,
Result extends Metadata,
R,
ID extends string = string,
>(
id: ID,
init: Effect.Effect<Init<Parameters, Result>, never, R>,
): Effect.Effect<Info<Parameters, Result>, never, R | Truncate.Service | Agent.Service> & { id: ID } {
return Object.assign(
Effect.gen(function* () {
const resolved = yield* init
const truncate = yield* Truncate.Service
const agents = yield* Agent.Service
return { id, init: wrap(id, resolved, truncate, agents) }
}),
{ id },
)
}
export function init<P extends Schema.Decoder<unknown>, M extends Metadata>(
info: Info<P, M>,
): Effect.Effect<Def<P, M>> {
return Effect.gen(function* () {
const init = yield* info.init()
return {
...init,
id: info.id,
}
})
}
export * as Tool from "./tool"