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AI Agent EngineeringPlatform

Build enterprise multi-agent systems — development, observability, and deployment in one platform.
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Build agents with open-source TypeScript framework.
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Automate, debug, and deploy your agents with console.
Create production-ready AI agents in minutes with type-safe TypeScript APIsDocs
framework preview
import { openai } from "@ai-sdk/openai";
import { Agent, VoltAgent, createTriggers } from "@voltagent/core";
import { createPinoLogger } from "@voltagent/logger";
import { honoServer } from "@voltagent/server-hono";
import { weatherTool } from "./tools/weather";

const logger = createPinoLogger({ name: "with-slack", level: "info" });

const slackAgent = new Agent({
name: "slack-agent",
instructions: "You are a Slack assistant.",
tools: [weatherTool],
model: openai("gpt-4o-mini"),
});

new VoltAgent({
agents: { slackAgent },
server: honoServer(),
logger,
triggers: createTriggers((on) => {
on.slack.messagePosted(async ({ payload, agents }) => {
const event = (payload as SlackMessagePayload | undefined) ?? {};
const channelId = event.channel;
const threadTs = event.thread_ts ?? event.ts;
const text = event.text ?? "";
const userId = event.user ?? "unknown-user";

if (!channelId || !text) {
logger.warn("Missing channel or text in Slack payload");
return;
}

await agents.slackAgent.generateText(
`Slack channel: ${channelId}\n` +
`Thread: ${threadTs ?? "new thread"}\n` +
`User: <@${userId}>\n` +
`Message: ${text}\n` +
`If the user asks for weather, call getWeather.`
);
});
}),
});

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Codestin Search AppSamsung
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Cognizant
Codestin Search AppWells Fargo
Codestin Search AppBayer
Codestin Search AppOracle
Codestin Search AppHuawei
Microsoft
Codestin Search AppSamsung
Codestin Search AppTata
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Cognizant
Codestin Search AppWells Fargo
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Codestin Search AppOracle
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Enterprise-level AI agents

Complete toolkit for enterprise level AI agents

Design production-ready agents with unified APIs, tools, and memory.

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import { Agent, createTool } from '@voltagent/core'
import { openai } from '@ai-sdk/openai'

const fetchWeatherTool = createTool(
name: 'fetchWeather',
description: 'Get weather for a location',
parameters: z.object({
location: z.string().describe("The city and state, e.g. San Francisco")
}),
execute: async (args) => { console.log(`Implement the tool logic here`);}
});

const agent = new Agent({
model: openai("gpt-4o-mini"),
tools: [fetchWeatherTool] ,
});
Tool calling

Enable agents to invoke functions and interact with systems.

Unified API

Seamlessly switch between different AI providers with a simple code update.

Dynamic Prompting

Experiment, fine-tune, and iterate your AI prompts in an integrated environment.

Persistent Memory

Store and recall interactions to enhance your agents intelligence and context.

Fast Growing Community

What are they saying?

Intelligent Coordination

Supervisor agent orchestration

Build powerful multi-agent systems with a central Supervisor Agent that coordinates specialized agents.

User
Lead Agent
Supervisor
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Team
AgentA
Codestin Search Appclaude-3.7
AgentB
Codestin Search Appgpt-4
AgentC
Custom LLM
Conversation-History
User-Lead Memory
Lead-Team Memory
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import { Agent } from "@voltagent/core";
import { openai } from "@ai-sdk/openai";

// Define supervisor agent
const supervisorAgent = new Agent({
name: "Supervisor Agent",
description: "You manage a workflow between specialized agents.",
llm: new(),
model: openai("gpt-4o-mini"),
subAgents: [storyAgent, translatorAgent]
});

// Define story agent
const storyAgent = new Agent({
name: "Story Agent",
description: "You are a creative story writer.",
llm: new(),
model: openai("gpt-4o-mini"),
});

// Define translator agent
const translatorAgent = new Agent({
name: "Translator Agent",
description: "Translate English text to German",
llm: new(),
model: openai("gpt-4o-mini"),
});

// Stream response from supervisor agent
const result = await supervisorAgent.streamText(
"Write a 100 word story in English."
);

for await (const chunk of result.textStream) {
console.log(chunk);
}
Centralized Coordination
Supervisor Agent manages the workflow, delegates tasks to specialized agents, and maintains context across the entire process.
Specialized Agent Roles
Each agent in the workflow can be optimized for specific tasks, with custom tools, knowledge, and capabilities.
Shared Memory System
Maintain context and state across multiple agent interactions, enabling complex reasoning and multi-step problem solving.
Dynamic Agent Selection
Supervisor intelligently routes tasks to the most appropriate agents based on the current context and requirements.

Workflow Chain API

Orchestrate your agents

Build complex agent workflows with a simple, declarative API

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createWorkflowChain()
.andAll({
id: "fetch-user-data-steps",
steps: [
andAgent(contentAgent),
andAgent(analysisAgent),
],
})
user
workflow
contentAgent
analysisAgent
Create complex workflows with Chain API
Build sophisticated multi agent workflows with our intuitive Chain API. Compose, branch, and orchestrate with ease.
Full TypeScript support with Zod schemas
Workflow steps are fully typed with Zod schemas. Compile time safety and runtime validation for agent inputs and outputs.
Pause/Resume for long running workflows
Pause execution, save state, and seamlessly resume with human intervention when needed.
Real time observability with VoltOps
Monitor agent execution, debug workflows, and get real time insights with VoltOps observability platform.

RAG

Accurate and context-aware responses

For advanced querying and dynamic analysis, integrate data into a knowledge base by syncing from diverse sources

.embed()
.query()
.rerank()
input
embeddingmodel
retrieval
llm
output
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Cohere
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knowledgebase
embeddingmodel
vector stores
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Pinecone
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Postgres
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Supabase
Integrated Vector Database
Seamlessly manage and query your vector data with a unified API, compatible with various providers.
Precise Data Filtering
Refine search results by filtering vectors based on metadata like source, date, or custom attributes.
AI Agent Integration
Empower AI agents to access and utilize your knowledge base through dedicated vector search tools.
Hybrid Search
Combine keyword and vector search techniques for enhanced accuracy and relevance in information retrieval.

INTEGRATIONS

Easily connect with 40+ apps in no time

Integrate your AI agents with your preferred tools and services effortlessly.

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OneDrive
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Snowflake

Community

Join the movement

Our growing open source community building the future of AI agents.