@genkit-ai/ai
Version:
Genkit AI framework generative AI APIs.
310 lines • 9.46 kB
JavaScript
import { GenkitError, stripUndefinedProps } from "@genkit-ai/core";
import { logger } from "@genkit-ai/core/logging";
import { isPromptAction } from "../prompt.js";
import {
ToolInterruptError,
isToolRequest,
resolveTools
} from "../tool.js";
function toToolMap(tools) {
assertValidToolNames(tools);
const out = {};
for (const tool of tools) {
const name = tool.__action.name;
const shortName = name.substring(name.lastIndexOf("/") + 1);
out[shortName] = tool;
}
return out;
}
function assertValidToolNames(tools) {
const nameMap = {};
for (const tool of tools) {
const name = tool.__action.name;
const shortName = name.substring(name.lastIndexOf("/") + 1);
if (nameMap[shortName]) {
throw new GenkitError({
status: "INVALID_ARGUMENT",
message: `Cannot provide two tools with the same name: '${name}' and '${nameMap[shortName]}'`
});
}
nameMap[shortName] = name;
}
}
function toRunOptions(part) {
const out = { metadata: part.metadata };
if (part.metadata?.resumed) out.resumed = part.metadata.resumed;
return out;
}
function toPendingOutput(part, response) {
return {
...part,
metadata: {
...part.metadata,
pendingOutput: response.toolResponse.output
}
};
}
async function resolveToolRequest(rawRequest, part, toolMap, runOptions) {
const tool = toolMap[part.toolRequest.name];
if (!tool) {
throw new GenkitError({
status: "NOT_FOUND",
message: `Tool ${part.toolRequest.name} not found`,
detail: { request: rawRequest }
});
}
if (isPromptAction(tool)) {
const preamble = await tool(part.toolRequest.input);
const response = {
toolResponse: {
name: part.toolRequest.name,
ref: part.toolRequest.ref,
output: `transferred to ${part.toolRequest.name}`
}
};
return { preamble, response };
}
try {
const output = await tool(part.toolRequest.input, toRunOptions(part));
const response = stripUndefinedProps({
toolResponse: {
name: part.toolRequest.name,
ref: part.toolRequest.ref,
output
}
});
return { response };
} catch (e) {
if (e instanceof ToolInterruptError) {
logger.debug(
`tool '${toolMap[part.toolRequest?.name].__action.name}' triggered an interrupt${e.metadata ? `: ${JSON.stringify(e.metadata)}` : ""}`
);
const interrupt = {
toolRequest: part.toolRequest,
metadata: { ...part.metadata, interrupt: e.metadata || true }
};
return { interrupt };
}
throw e;
}
}
async function resolveToolRequests(registry, rawRequest, generatedMessage) {
const toolMap = toToolMap(await resolveTools(registry, rawRequest.tools));
const responseParts = [];
let hasInterrupts = false;
let transferPreamble;
const revisedModelMessage = {
...generatedMessage,
content: [...generatedMessage.content]
};
await Promise.all(
revisedModelMessage.content.map(async (part, i) => {
if (!part.toolRequest) return;
const { preamble, response, interrupt } = await resolveToolRequest(
rawRequest,
part,
toolMap
);
if (preamble) {
if (transferPreamble) {
throw new GenkitError({
status: "INVALID_ARGUMENT",
message: `Model attempted to transfer to multiple prompt tools.`
});
}
transferPreamble = preamble;
}
if (response) {
responseParts.push(response);
revisedModelMessage.content.splice(
i,
1,
toPendingOutput(part, response)
);
}
if (interrupt) {
revisedModelMessage.content.splice(i, 1, interrupt);
hasInterrupts = true;
}
})
);
if (hasInterrupts) {
return { revisedModelMessage };
}
return {
toolMessage: { role: "tool", content: responseParts },
transferPreamble
};
}
function findCorrespondingToolRequest(parts, part) {
const name = part.toolRequest?.name || part.toolResponse?.name;
const ref = part.toolRequest?.ref || part.toolResponse?.ref;
return parts.find(
(p) => p.toolRequest?.name === name && p.toolRequest?.ref === ref
);
}
function findCorrespondingToolResponse(parts, part) {
const name = part.toolRequest?.name || part.toolResponse?.name;
const ref = part.toolRequest?.ref || part.toolResponse?.ref;
return parts.find(
(p) => p.toolResponse?.name === name && p.toolResponse?.ref === ref
);
}
async function resolveResumedToolRequest(rawRequest, part, toolMap) {
if (part.metadata?.pendingOutput) {
const { pendingOutput, ...metadata } = part.metadata;
const toolResponse = {
toolResponse: {
name: part.toolRequest.name,
ref: part.toolRequest.ref,
output: pendingOutput
},
metadata: { ...metadata, source: "pending" }
};
return stripUndefinedProps({
toolResponse,
toolRequest: { ...part, metadata }
});
}
const providedResponse = findCorrespondingToolResponse(
rawRequest.resume?.respond || [],
part
);
if (providedResponse) {
const toolResponse = providedResponse;
const { interrupt, ...metadata } = part.metadata || {};
return stripUndefinedProps({
toolResponse,
toolRequest: {
...part,
metadata: { ...metadata, resolvedInterrupt: interrupt }
}
});
}
const restartRequest = findCorrespondingToolRequest(
rawRequest.resume?.restart || [],
part
);
if (restartRequest) {
const { response, interrupt, preamble } = await resolveToolRequest(
rawRequest,
restartRequest,
toolMap
);
if (preamble) {
throw new GenkitError({
status: "INTERNAL",
message: `Prompt tool '${restartRequest.toolRequest.name}' executed inside 'restart' resolution. This should never happen.`
});
}
if (interrupt) return { interrupt };
if (response) {
const toolResponse = response;
const { interrupt: interrupt2, ...metadata } = part.metadata || {};
return stripUndefinedProps({
toolResponse,
toolRequest: {
...part,
metadata: { ...metadata, resolvedInterrupt: interrupt2 }
}
});
}
}
throw new GenkitError({
status: "INVALID_ARGUMENT",
message: `Unresolved tool request '${part.toolRequest.name}${part.toolRequest.ref ? `#${part.toolRequest.ref}` : ""}' was not handled by the 'resume' argument. You must supply replies or restarts for all interrupted tool requests.'`
});
}
async function resolveResumeOption(registry, rawRequest) {
if (!rawRequest.resume) return { revisedRequest: rawRequest };
const toolMap = toToolMap(await resolveTools(registry, rawRequest.tools));
const messages = rawRequest.messages;
const lastMessage = messages.at(-1);
if (!lastMessage || lastMessage.role !== "model" || !lastMessage.content.find((p) => p.toolRequest)) {
throw new GenkitError({
status: "FAILED_PRECONDITION",
message: `Cannot 'resume' generation unless the previous message is a model message with at least one tool request.`
});
}
const toolResponses = [];
let interrupted = false;
lastMessage.content = await Promise.all(
lastMessage.content.map(async (part) => {
if (!isToolRequest(part)) return part;
const resolved = await resolveResumedToolRequest(
rawRequest,
part,
toolMap
);
if (resolved.interrupt) {
interrupted = true;
return resolved.interrupt;
}
toolResponses.push(resolved.toolResponse);
return resolved.toolRequest;
})
);
if (interrupted) {
return {
interruptedResponse: {
finishReason: "interrupted",
finishMessage: "One or more tools triggered interrupts while resuming generation. The model was not called.",
message: lastMessage
}
};
}
const numToolRequests = lastMessage.content.filter(
(p) => !!p.toolRequest
).length;
if (toolResponses.length !== numToolRequests) {
throw new GenkitError({
status: "FAILED_PRECONDITION",
message: `Expected ${numToolRequests} tool responses but resolved to ${toolResponses.length}.`,
detail: { toolResponses, message: lastMessage }
});
}
const toolMessage = {
role: "tool",
content: toolResponses,
metadata: {
resumed: rawRequest.resume.metadata || true
}
};
return stripUndefinedProps({
revisedRequest: {
...rawRequest,
resume: void 0,
messages: [...messages, toolMessage]
},
toolMessage
});
}
async function resolveRestartedTools(registry, rawRequest) {
const toolMap = toToolMap(await resolveTools(registry, rawRequest.tools));
const lastMessage = rawRequest.messages.at(-1);
if (!lastMessage || lastMessage.role !== "model") return [];
const restarts = lastMessage.content.filter(
(p) => p.toolRequest && p.metadata?.resumed
);
return await Promise.all(
restarts.map(async (p) => {
const { response, interrupt } = await resolveToolRequest(
rawRequest,
p,
toolMap
);
if (interrupt) return interrupt;
return toPendingOutput(p, response);
})
);
}
export {
assertValidToolNames,
resolveRestartedTools,
resolveResumeOption,
resolveToolRequest,
resolveToolRequests,
toPendingOutput,
toToolMap
};
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