Best Multimodal AI (2026)

1

Algomo

Avtomatizacija podpore strank s pomočjo umetne inteligence po klepetu, e-pošti in sporočilnih kanalih.

5.0 (6)

· freemium

Polna ocena

Algomo je platforma za podporo strankam, ki uporablja AI za avtomatizacijo in personalizacijo interakcij prek več kanalov, vključno z live chatom, e‑pošto in priljubljenimi aplikacijami za sporočanje. Namenjena je hitremu reševanju pogostih vprašanj strank, medtem ko bolj zapletene zadeve preusmerja na človeške agente, s čimer podporne ekipe omogoča rast brez proporcionalnega povečevanja števila zaposlenih. Platforma združuje generativno umetno inteligenco z integracijami baze znanja, da zagotavlja kontekstualne, usklajene z blagovno znamko odzive v več jezikih. Poslovanja lahko jo implementirajo za primere uporabe, kot so podpora pri e-trgovini, kvalifikacija potencialnih strank in notranji help desks, z analitiko za sledenje stopnje reševanja in zadovoljstvu strank.

• Generativni AI klepetalnik za podporo strankam
• Razširitev na več kanalih (splet, WhatsApp, e-pošta)
• Uvajanje baze znanja in dokumentacije
• Prenos na človeškega agenta in live chat
• Podpora večjezičnih pogovorov
• Analitika in nadzorne plošče učinkovitosti

2

AgentFi

Ustvarjajte, prilagajajte in delite on‑chain AI agente za DeFi delovne tokove.

5.0 (5)

· freemium

Polna ocena

AgentFi je platforma za ustvarjanje agentov, opremljenih z umetno inteligenco, ki delujejo neposredno na verigi, zasnovana okoli primerov uporabe decentraliziranega financiranja. Uporabniki lahko konfigurirajo agente za obvladovanje nalog, kot so upravljanje portfelja, strategije donosnosti, trgovinski signali in interakcije s protokolom, brez pisanja nizkopozičnega pametnega pogodbenega kode. Platforma poudarja delljivost, kar omogoča ustvarjalcem, da objavljajo predloge agentov, ki jih lahko drugi klonirajo, prilagajajo ali zagnajo. To olajša tako tehničnim graditeljem kot tudi manj izkušenim uporabnikom DeFi, da eksperimentirajo z avtomatiziranimi, avtonomnimi strategijami po podprtih verigah in protokolih.

• Prilagodljivi on‑chain AI agenti
• Avtomatizacija DeFi strategij
• Tržnica predlogov in deljenje
• Integracije denarnic in protokolov
• Sledenje agentom in nadzor
• Podpora več verig

3

Magentic One

Open-source generalist multi-agent system for tackling complex, multi-step tasks

5.0 (4)

· freemium

Polna ocena

Magentic One is a research-oriented multi-agent framework from Microsoft designed to handle open-ended, complex tasks that span the web, files, and code. A lead Orchestrator agent plans, delegates, and tracks progress while specialized agents handle web browsing, file navigation, coding, and terminal execution. Built on top of the AutoGen framework, it offers a modular architecture that researchers and developers can extend or adapt to their own domains. It is intended as a baseline for studying agentic AI systems rather than a polished consumer product. Magentic One ships with an evaluation harness (AutoGenBench) so teams can benchmark agent performance on standardized tasks and compare different model backbones or agent configurations.

• Orchestrator agent for planning and task tracking
• WebSurfer agent for browser-based actions
• FileSurfer agent for local file navigation
• Coder and ComputerTerminal agents for code tasks
• Built on the AutoGen multi-agent framework
• AutoGenBench integration for evaluation

4

Project Astra

Google DeepMind's universal AI agent that sees, hears, and reasons about the world in real time.

5.0 (4)

· freemium

Polna ocena

Project Astra is an experimental universal AI assistant from Google DeepMind designed to help with everyday tasks by understanding the world the way people do. It processes video, audio, images, and text simultaneously, allowing users to point a camera or speak naturally and receive context-aware responses. Built on Google's Gemini models, Astra is engineered for low-latency, conversational interaction with persistent memory of recent context. It is positioned as a research prototype exploring how a general-purpose agent could eventually run across phones, smart glasses, and other ambient devices. While not yet a publicly available product, Astra signals Google's direction for agentic AI that can observe surroundings, recall what it has seen, and take helpful actions on a user's behalf.

• Live video and image comprehension
• Voice-based conversational interface
• Persistent contextual memory
• Multimodal reasoning across text, audio, and visuals
• Integration with Gemini model family
• Prototype support for smart glasses and phones

Siena AI is an autonomous customer service platform designed specifically for e-commerce brands. It handles routine and complex customer inquiries across email, chat, and social channels, aiming to respond with the tone and empathy of a human agent rather than a typical chatbot. The platform connects to common commerce stacks like Shopify, Gorgias, Zendesk, and Klaviyo, allowing it to take real actions such as processing returns, tracking orders, and updating subscriptions. Brands can configure personas, train Siena on their voice and policies, and let it manage repetitive tickets while human agents focus on higher-value conversations. Siena is positioned for growing DTC and retail brands that want to scale support without proportionally scaling headcount, while keeping interactions on-brand and customer-friendly.

• Autonomous AI agent for customer support
• Integrations with Shopify, Gorgias, Zendesk, Klaviyo
• Multi-channel coverage: email, chat, social
• Configurable brand personas and tone
• Automated order, return, and subscription actions
• Human handoff and escalation workflows

6

Langroid

An open-source Python framework that simplifies LLM application development using a multi-agent programming paradigm.

4.8 (6)

· freemium

Polna ocena

Langroid is a Multimodal AI tool listed on Agent Pantheon.

Auralis AI is a customer support automation platform that handles routine inquiries, drafts responses, and surfaces relevant information so human agents can focus on complex issues. It integrates with existing helpdesk and communication tools to provide instant, contextual answers across channels. Beyond automated replies, Auralis AI acts as a real-time copilot for support teams, offering suggested responses, knowledge base lookups, and conversation summaries. The goal is to reduce response times, lower ticket volume, and lift overall customer satisfaction without sacrificing the human touch.

• Automated response generation
• Agent copilot suggestions
• Knowledge base integration
• Conversation summarization
• Multi-channel deployment
• Analytics and performance insights

8

EmbedAI

Build custom ChatGPT-powered chatbots trained on your own data and embed them anywhere.

4.8 (6)

· freemium

Polna ocena

EmbedAI is a no-code platform for creating AI chatbots that respond using your own content. Users can upload documents, link websites, or connect other data sources, and the platform processes that information into a conversational assistant powered by large language models like ChatGPT. Once trained, the chatbot can be embedded on a website with a snippet of code or shared as a standalone link. It is commonly used for customer support, internal knowledge bases, lead capture, and interactive product documentation, helping teams reduce repetitive questions and surface information more efficiently.

• Custom chatbot training on uploaded data
• Website and document ingestion
• Embeddable chat widget for any site
• Shareable chatbot links
• ChatGPT-powered conversational responses
• Multi-source knowledge base support

9

Lumivar

AI agents built for the automotive industry

4.8 (6)

· freemium

Polna ocena

Lumivar develops AI agents tailored to the needs of automotive businesses, from dealerships and service centers to parts suppliers and fleet operators. The agents are designed to handle routine customer interactions, qualify leads, schedule appointments and surface insights from operational data. By automating phone calls, messaging and back-office workflows, Lumivar aims to reduce response times and free staff to focus on higher-value tasks. Its tools are positioned as industry-specific alternatives to generic chatbots, with workflows shaped around automotive sales and service processes.

• AI voice and chat agents
• Appointment booking automation
• Lead capture and qualification
• Integration with dealership systems
• Automotive-specific conversation flows
• Analytics on customer interactions

10

Alaya AI

Tržnica Web3 podatkov, ki povezuje razvijalce AI z globalnimi prispevalci prek igralnih spodbud

4.8 (5)

· freemium

Polna ocena

Alaya AI je decentralizirana platforma, ki povezuje razvijalce modelov AI z razpršenimi ponudniki podatkov preko strukture skupnosti Web3. Osredotoča se na pridobivanje raznolikih, visokokakovostnih trening podatkov za strojno učenje z izkoriščanjem globalnega omrežja sodelujočih, ki označujejo, potrjujejo in oddajajo podatkovne komplekte (datasets). Platforma uporablja gamifikacijo, žetone in NFT-je, da spodbuja sodelovanje, kar pretvori zbiranje podatkov in označevanje v privlačno dejavnost namesto obveznosti. Sodelavci zaslužijo nagrade na podlagi kakovosti in količine svojega dela, medtem ko razvijalci pridobijo dostop do razširljivih, raznolikih podatkovnih zbirk, primernih za treniranje specializiranih ali kulturno specifičnih modelov. S kombiniranjem transparentnosti blockchaina z družbeno rojno inteligenco (social swarm intelligence) želi Alaya AI narediti podatkovne cevi umetne inteligence bolj pravične, sledljive in dostopne manjšim ekipam, ki nimajo velikih internih virov označevanja.

• Desentralizirano omrežje za zbiranje in označevanje podatkov
• Sistem nagrajevanja na osnovi tokenov in NFT
• Igralni nalogi in skupnostni izzivi
• Inteligenca tramu za razpršeno označevanje
• Podpora raznolikim in specializiranim zbirkam podatkov
• Sledenje prispevkov na verigi (on-chain)