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What Develop, deploy, and operate enterprise agentic services.

Why When your agentic services need an SLA.

How Distribute data and logic together.

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2x latency improvement in Swiggy ML and AI platfor..
Innovative healthcare AI startup Leap Rail builds ..
AI-powered call center MrCall responds to 1000s of..

What is agentic AI?
AI is a game changer, but it’s not enough.

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Agentic AI Samples

Production-ready agents built with Akka

Industry

All Industries Medical Real Estate Travel

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Agentic Anthropic Automation Chat Classification Claude Devex Email Embedding Human In The Loop LangChain4j LLM MCP Openai Orchestration Personalization Prompt Engineering RAG Tools Vector DB Workflow

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Ask Akka agent

All Industries Chat, Openai, Vector DB, Embedding, RAG

The Ask Akka agent is a sample of an AI assistant (aka a chat bot). Ask Akka illustrates how to create embeddings for vector databases, how to consume LLMs and maintain conversation history, use RAG to add knowledge to fixed LLMs, and expose it all as a streaming service. It uses MongoDB Atlas and OpenAI.

Code Repository

Changelog summarizer agent

All Industries LLM, Claude, Agentic, Devex, Classification

This service monitors GitHub repositories by creating event-sourced entities to represent repositories and periodically polling release notes. When a new release is detected, it initiates a summarization session using the Anthropic Claude LLM, which can retrieve additional context about issues and pull requests before generating and storing a summary.

Code Repository

Medical tagging agent

Medical Human In The Loop, Prompt Engineering, Automation, Agentic, LLM

This explores the use of an AI Agentic System, powered by large language models (LLMs), to automatically tag medical discharge summaries according to the necessity of hospitalization. By comparing AI-generated tags with those from human experts, researchers iteratively refine prompts and model configurations to improve accuracy and potentially automate the tagging process entirely.

Code Repository

Real-estate Customer Service Agent

Real Estate Email, Agentic, LLM, Workflow

The real-estate customer service agent is a sample application demonstrating how to build a customer service agent for real-estate inquiries, by combining Akka features with an LLM model. The project illustrates an agentic workflow for customer service using Akka. It processes incoming real-estate inquiries, analyzes the content to extract details, provides follow-up when needed and saves the collected information for future reference.

Code Repository

Travel planner agent

Travel Personalization, Orchestration, LLM, Agentic, LangChain4j

The Travel Planner Agent is an AI-powered application using the Akka SDK and Langchain4J to create personalized travel itineraries based on user input. It combines event sourcing for durable state management with large language models (LLMs) to generate travel plans, all orchestrated through Akka Workflows.

Code Repository

Trip agent

Travel LLM, Agentic, Anthropic, Tools, MCP, Email

This app represents an agency that searches for flights and accommodations via the prompt from the user through a HTTP call. It's composed by an LLM (Anthropic) and tools to find flights, accommodations and sending mails.

Once a search is requested the app will look for the flights, accommodations, and will email the requester with some options and the best value offer.

Code Repository

New to Akka?

Author your first Akka service to get a minimal "Hello World!" Akka service and run it locally.
Additional samples are available that demonstrate important patterns and abstractions.

When AI Needs an SLA

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