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Apache Samza

Open Source
Data Stream Processing Updated Feb 15, 2026
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Overview

Apache Samza is an AI agent in the Data Stream Processing category. ![](https://img.shields.io/github/stars/apache/samza.svg?cacheSeconds=86400) - Distributed stream processing framework. It uses Apache Kafka for messaging, and Apache Hadoop YARN to provide fault tolerance, processor isolation, security, and resource management.

Problem It Solves

This tool addresses challenges in the data stream processing domain.

Target Audience: Developers and teams working with data stream processing automation.

Inputs

  • • User configuration
  • • API credentials (if required)
  • • Task parameters

Outputs

  • • Automated task results
  • • Status reports
  • • Generated content or actions

Example Workflow

  1. 1 User configures the agent with required parameters
  2. 2 Agent receives input data or trigger
  3. 3 Agent processes the request using its core logic
  4. 4 Agent interacts with external services if needed
  5. 5 Results are returned to the user

Sample System Prompt 


              You are Apache Samza, an AI assistant. Help the user accomplish their task efficiently.

Tools & Technologies

LLM APIs Python

Alternatives

  • • AutoGPT
  • • LangChain Agents
  • • CrewAI

FAQs

Is this agent open-source?
Yes
Can this agent be self-hosted?
Yes
What skill level is required?
Intermediate