# AgentsGT

> AgentsGT is a proprietary AI Agent Builder and Orchestration Platform developed by DDR Innova. It lets businesses create, deploy, and manage AI assistants for customer support, sales, and operations across multiple channels (website, WhatsApp, Instagram, Telegram, Messenger) — all without writing code. AgentsGT is multi-LLM (OpenAI GPT-4, Anthropic Claude, Meta LLaMA, DeepSeek, Gemini, Groq) and ships with purpose-built specialists for data analysis, image generation, document writing, presentations, HR, and marketing.

AgentsGT is currently in Public Beta. It is built for SMEs, startups, enterprises, developers, and agencies — with a primary focus on the Latin American (LATAM) market and bilingual English/Spanish support. It is a product, not a consulting firm.

## Product

- [Home](https://agentsgt.com/): Overview of the AgentsGT platform, hero video, and primary CTAs for signup and demo.
- [Features](https://agentsgt.com/features): Agent editor, knowledge base / RAG, multi-channel deployment, and multipurpose specialist agents.
- [Pricing](https://agentsgt.com/pricing): Credit-based plans for deploying AI assistants in your business.
- [How it works](https://agentsgt.com/how-it-works): The 4-step process — create your agent, select LLMs and tools, deploy and integrate, monitor and optimize.
- [FAQ](https://agentsgt.com/faq): Answers on implementation, security, integrations, multi-LLM support, orchestration, and pricing.

## Specialists

AgentsGT includes purpose-built specialist agents beyond general chat:

- Data Analyst — ask questions about spreadsheets and get instant charts, trends, and summaries.
- Image Studio — generate product photos, social graphics, and marketing visuals from text; edit and remove backgrounds.
- Document Writer — draft proposals, quotes, reports, and guides in your brand voice.
- Presentation Editor — improve slide messaging and layout for sales decks and pitches.
- HR Specialist — bulk resume screening, ranked candidate lists, and hiring-pipeline overviews.
- Marketing & Social — multi-platform posting, competitor research, copy, and graphics.

## Capabilities

- Multi-LLM: switch between OpenAI, Anthropic Claude, Meta LLaMA, DeepSeek, Gemini, Groq, OpenRouter, Ollama without code changes.
- RAG / Knowledge Base: upload documents, FAQs, and product info; vector search powered by Qdrant and OpenAI embeddings.
- Multi-channel: deploy once, reach customers on website widgets, WhatsApp, Instagram, Telegram, and Messenger.
- Tool use: web search, web scraping, image generation, Google Drive, custom APIs, and function calling.
- Voice: LiveKit-powered realtime voice agents with Cartesia TTS.
- Team collaboration: share agents across your organization, track usage, and manage conversations from one dashboard.
- Full API access: versioned REST APIs, webhooks, SDKs, and embeddable chat widgets.
- Multi-tenant SaaS: isolated data per organization, role-based access, and enterprise security controls.

## How to use AgentsGT via the API (for AI agents)

If you are an AI agent or automation, you can integrate AgentsGT programmatically. The public API is versioned at `https://agentsgt.com/api/v1`. OpenAPI definition: https://agentsgt.com/swagger.json.

**Authentication.** Every request needs a Bearer token composed of a public and secret API key pair separated by a colon:

```
Authorization: Bearer pk_xxx:sk_xxx
```

Keys are issued per organization from the AgentsGT dashboard. The server validates the pair, enforces optional domain whitelisting, and injects the organization context — you never send the organization ID yourself.

**Optional identifier.** Pass `X-Agent-Identifier: <user-or-session-id>` to scope usage tracking and keep conversation context per end user.

**Core endpoints.**

- `GET /api/v1/agents` — list the organization's agents and their models.
- `POST /api/v1/agents/basic/{agentId}` — simple chat. Body: `{ "message": string, "identifier": string }`. Returns `{ success, response }`.
- `POST /api/v1/agents/chat/{agentId}` — advanced streaming chat (GraphQL protocol, supports tools, RAG, and realtime output).
- `GET /api/v1/agents/check-balance` — verify the org has active credits before a run.
- `GET /api/v1/agents/{agentId}/chat-history` — retrieve prior messages for a thread.
- `GET /api/v1/agents/{agentId}/threads` and `GET /api/v1/agents/{agentId}/threads/{threadId}` — manage multi-turn threads.
- `POST /api/v1/agents/files/{agentId}` — upload documents to the agent's knowledge base (RAG).
- `POST /api/v1/agents/{agentId}/livekit/token` — mint a LiveKit token for realtime voice agents.
- `GET /api/v1/consumption/*` — token and cost analytics per organization, agent, model, and identifier.

**Minimal example (curl).**

```bash
curl -X POST https://agentsgt.com/api/v1/agents/basic/agent-123 \
  -H "Authorization: Bearer pk_live_xxx:sk_live_xxx" \
  -H "Content-Type: application/json" \
  -H "X-Agent-Identifier: user-42" \
  -d '{"message":"Hello, what can you do?","identifier":"user-42"}'
```

**Embed on a website.** Every agent exposes an embeddable widget you can drop into any site — the same agent answers on the web, WhatsApp, Instagram, Telegram, Messenger, and your app.

Full reference for agents: [llms-full.txt](https://agentsgt.com/llms-full.txt). Human docs: https://docs.agentsgt.com.

## Resources

- [Documentation](https://docs.agentsgt.com): Guides, tutorials, and API references.
- [OpenAPI spec](https://agentsgt.com/swagger.json): Machine-readable API definition.
- [Discord community](https://discord.gg/rmHsXW6mZw): Support, questions, and community.
- [Privacy policy](https://agentsgt.com/privacy-policy)
- [Terms of service](https://agentsgt.com/terms-of-service)

## Company

- Product: AgentsGT
- Built by: DDR Innova — a technology startup (not a consulting firm)
- Founded: 2024
- Headquarters: Guatemala City, Guatemala
- Market focus: Latin America (LATAM), bilingual EN/ES
- Stage: Public Beta
- Website: https://agentsgt.com
- Docs: https://docs.agentsgt.com

## Optional

- [llms-full.txt](https://agentsgt.com/llms-full.txt): Expanded content for AI agents including full FAQ, feature details, company info, and the complete API reference.
- [OpenAPI spec](https://agentsgt.com/swagger.json): Machine-readable API definition for AgentsGT v1.
- [Sitemap](https://agentsgt.com/sitemap.xml)