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48 changes: 17 additions & 31 deletions README.md
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<div align="center">
<a href="https://voltagent.dev/">
<img width="1800" alt="435380213-b6253409-8741-462b-a346-834cd18565a9" src="https://github.com/user-attachments/assets/9259e833-0f5c-4eb6-8cc7-4e6930cc27e1" />
<img width="1500" height="276" alt="voltagent" src="https://github.com/user-attachments/assets/d9ad69bd-b905-42a3-81af-99a0581348c0" />
</a>

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<h3 align="center">
AI Agent Engineering Platform
</h3>

<div align="center">
English | <a href="i18n/README-cn-traditional.md">繁體中文</a> | <a href="i18n/README-cn-bsc.md">简体中文</a> | <a href="i18n/README-jp.md">日本語</a> | <a href="i18n/README-kr.md">한국어</a>
</div>
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</div>

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<h3 align="center">
⭐ Like what we're doing? Give us a star ⬆️
</div>
</h3>

<br/>

VoltAgent is an end-to-end AI Agent Engineering Platform. The open-source TypeScript framework handles Memory, RAG, tools, and agent runtime; VoltOps delivers observability, automation, and deployment for production. (This repository contains the core framework.)

Together, you can build agents with full code control and ship them with production-ready visibility and operations.

## Why VoltAgent?
VoltAgent is an end-to-end AI Agent Engineering Platform that consists of two main parts:

- **End-to-End Development Platform**: Everything you need to build, observe, and deploy production-ready multi-agent systems in one place.
- **Production-Ready from Day One**: Ship agents with built-in memory, workflows, and observability instead of building infrastructure from scratch.
- **Code with Confidence**: Full TypeScript support with type-safe tools, automatic inference, and compile-time safety across your entire agent system.
- **Debug Like a Pro**: Built-in VoltOps observability lets you trace every decision, monitor performance, and optimize workflows in real-time without external tools.
- **Build Complex Systems Simply**: Orchestrate multi-agent teams with supervisor coordination, declarative workflows, and modular architecture that scales from prototypes to production.
- **Automate with Actions & Triggers**: Connect agents to external events like webhooks, schedules, or custom triggers to run workflows automatically without manual intervention.
- **[Open-Source TypeScript Framework](#core-framework)** – Memory, RAG, Guardrails, Tools, MCP, Voice, Workflow, and more.
- **[VoltOps Console](#voltops-console)** `Cloud` `Self-Hosted` – Observability, Automation, Deployment, Evals, Guardrails, Prompts, and more.

VoltAgent provides a complete platform for developing and monitoring AI agents through two complementary tools.
Build agents with full code control and ship them with production-ready visibility and operations.

### Core Framework
<h2 id="core-framework">Core TypeScript Framework</h2>

With the open-source framework, you can build intelligent agents with memory, tools, and multi-step workflows while connecting to any AI provider. Create sophisticated multi-agent systems where specialized agents work together under supervisor coordination.

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- **[Memory](https://voltagent.dev/docs/agents/memory/overview/)**: Attach durable memory adapters so agents remember important context across runs.
- **[Retrieval & RAG](https://voltagent.dev/docs/rag/overview/)**: Plug in retriever agents to pull facts from your data sources and ground responses (RAG) before the model answers.
- **[VoltAgent Knowledge Base](https://voltagent.dev/docs/rag/voltagent/)**: Use the managed RAG service for document ingestion, chunking, embeddings, and search.
- **[Evals](https://voltagent.dev/docs/evals/overview/)**: Ship guardrails faster by running agent eval suites alongside your workflows.

### VoltOps Console: LLM Observability - Automation - Deployment

VoltOps provides observability, automation, and deployment so you can monitor and debug agents in real-time with detailed execution traces, performance metrics, and visual dashboards.

[More info](https://voltagent.dev/observability-docs/).
- **[Voice](https://voltagent.dev/docs/agents/voice/)**: Add text-to-speech and speech-to-text capabilities with OpenAI, ElevenLabs, or custom voice providers.
- **[Guardrails](https://voltagent.dev/docs/guardrails/overview/)**: Intercept and validate agent input or output at runtime to enforce content policies and safety rules.
- **[Evals](https://voltagent.dev/docs/evals/overview/)**: Run agent eval suites alongside your workflows to measure and improve agent behavior.

#### MCP Server (@voltagent/mcp-docs-server)

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- **[AI Recipe Generator Agent](https://voltagent.dev/examples/agents/recipe-generator)** - Create personalized cooking suggestions based on ingredients and preferences. ([Source](https://github.com/VoltAgent/voltagent/tree/main/examples/with-recipe-generator) | [Video](https://youtu.be/KjV1c6AhlfY))
- **[AI Research Assistant Agent](https://voltagent.dev/examples/agents/research-assistant)** - Multi-agent research workflow for generating comprehensive reports. ([Source](https://github.com/VoltAgent/voltagent/tree/main/examples/with-research-assistant) | [Video](https://youtu.be/j6KAUaoZMy4))

## VoltOps Console
<h2 id="voltops-console">VoltOps Console: LLM Observability - Automation - Deployment</h2>

VoltOps Console is the platform side of VoltAgent where you get comprehensive observability, automation, and deployment for your agents in production.
VoltOps Console is the platform side of VoltAgent, providing observability, automation, and deployment so you can monitor and debug agents in production with real-time execution traces, performance metrics, and visual dashboards.

🎬 [Try Live Demo](https://console.voltagent.dev/demo)

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