add composio tool awareness to copilot (#184)

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Ramnique Singh 2025-07-29 13:25:30 +05:30 committed by GitHub
parent 1ce43eb268
commit 6fd897e569
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2 changed files with 75 additions and 5 deletions

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@ -294,6 +294,11 @@ export async function listTools(toolkitSlug: string, searchQuery: string | null
return composioApiCall(ZListResponse(ZTool), url.toString());
}
export async function getTool(toolSlug: string): Promise<z.infer<typeof ZTool>> {
const url = new URL(`${BASE_URL}/tools/${toolSlug}`);
return composioApiCall(ZTool, url.toString());
}
export async function listAuthConfigs(toolkitSlug: string, cursor: string | null = null, managedOnly: boolean = false): Promise<z.infer<ReturnType<typeof ZListResponse<typeof ZAuthConfig>>>> {
const url = new URL(`${BASE_URL}/auth_configs`);
url.searchParams.set("toolkit_slug", toolkitSlug);

View file

@ -2,7 +2,7 @@ import z from "zod";
import { createOpenAI } from "@ai-sdk/openai";
import { generateObject, streamText } from "ai";
import { WithStringId } from "../types/types";
import { Workflow } from "../types/workflow_types";
import { Workflow, WorkflowTool } from "../types/workflow_types";
import { CopilotChatContext, CopilotMessage } from "../types/copilot_types";
import { DataSource } from "../types/datasource_types";
import { PrefixLogger } from "../utils";
@ -11,6 +11,9 @@ import { COPILOT_INSTRUCTIONS_EDIT_AGENT } from "./copilot_edit_agent";
import { COPILOT_INSTRUCTIONS_MULTI_AGENT } from "./copilot_multi_agent";
import { COPILOT_MULTI_AGENT_EXAMPLE_1 } from "./example_multi_agent_1";
import { CURRENT_WORKFLOW_PROMPT } from "./current_workflow";
import { Composio } from '@composio/core';
import { USE_COMPOSIO_TOOLS } from "../feature_flags";
import { getTool } from "../composio/composio";
const PROVIDER_API_KEY = process.env.PROVIDER_API_KEY || process.env.OPENAI_API_KEY || '';
const PROVIDER_BASE_URL = process.env.PROVIDER_BASE_URL || undefined;
@ -93,15 +96,74 @@ ${JSON.stringify(simplifiedDataSources)}
return prompt;
}
async function getDynamicToolsPrompt(userQuery: string, workflow: z.infer<typeof Workflow>): Promise<string> {
console.log('--- [Co-pilot] Entering Dynamic Tool Creation ---');
if (!USE_COMPOSIO_TOOLS) {
console.log('[Co-pilot] Dynamic tool creation is disabled.');
return '';
}
const composio = new Composio();
// Step 1: Search for relevant tool slugs
console.log('[Co-pilot] 🚀 Searching for relevant tools...');
const searchResult = await composio.tools.execute('COMPOSIO_SEARCH_TOOLS', {
userId: '0000-0000-0000', // hmmmmm
arguments: { use_case: userQuery },
});
if (!searchResult.successful || !Array.isArray(searchResult.data?.results)) {
console.warn('[Co-pilot] ⚠️ Tool search was not successful or returned no results.');
return '';
}
const toolSlugs: string[] = searchResult.data.results.map((result: any) => result.tool);
console.log(`[Co-pilot] ✅ Found tool slugs: ${toolSlugs.join(', ')}`);
const composioTools = await Promise.all(toolSlugs.map(slug => getTool(slug)));
const workflowTools: z.infer<typeof WorkflowTool>[] = composioTools.map(tool => ({
name: tool.name,
description: tool.description,
parameters: {
type: 'object' as const,
properties: tool.input_parameters?.properties || {},
required: tool.input_parameters?.required || [],
},
isComposio: true,
composioData: {
slug: tool.slug,
noAuth: tool.no_auth,
toolkitName: tool.toolkit?.name || '',
toolkitSlug: tool.toolkit?.slug || '',
logo: tool.toolkit?.logo || '',
},
}));
console.log('--- [Co-pilot] Exiting Dynamic Tool Creation (Success) ---');
const toolConfigs = workflowTools.map(tool =>
`**${tool.name}**:\n\`\`\`json\n${JSON.stringify(tool, null, 2)}\n\`\`\``
).join('\n\n');
const prompt = `## Tool Suggestions:
The following tools are being suggested by the AI. You can use them in your workflow:
${toolConfigs}
To add any tool you can copy the above json as an add tool block`;
console.log(prompt);
return prompt;
}
function updateLastUserMessage(
messages: z.infer<typeof CopilotMessage>[],
currentWorkflowPrompt: string,
contextPrompt: string,
dataSourcesPrompt: string = '',
dynamicToolsPrompt: string = '',
): void {
const lastMessage = messages[messages.length - 1];
if (lastMessage.role === 'user') {
lastMessage.content = `${currentWorkflowPrompt}\n\n${contextPrompt}\n\n${dataSourcesPrompt}\n\nUser: ${JSON.stringify(lastMessage.content)}`;
lastMessage.content = `${currentWorkflowPrompt}\n\n${contextPrompt}\n\n${dataSourcesPrompt}\n\n${dynamicToolsPrompt}\n\nUser: ${JSON.stringify(lastMessage.content)}`;
}
}
@ -167,8 +229,11 @@ export async function* streamMultiAgentResponse(
// set data sources prompt
let dataSourcesPrompt = getDataSourcesPrompt(dataSources);
// get dynamic tools prompt
const dynamicToolsPrompt = await getDynamicToolsPrompt(messages[messages.length - 1].content, workflow);
// add the above prompts to the last user message
updateLastUserMessage(messages, currentWorkflowPrompt, contextPrompt, dataSourcesPrompt);
updateLastUserMessage(messages, currentWorkflowPrompt, contextPrompt, dataSourcesPrompt, dynamicToolsPrompt);
// call model
console.log("calling model", JSON.stringify({