Udemy – Building API Pipelines Using LLMs 2024-11

What you will learn

• Designing Swarm-Based Agents for API Automation: Learn how to use swarm intelligence algorithms to coordinate multiple agents to perform API tasks simultaneously.
• LLM-based decision making: Use the power of LLM to analyze API responses, generate intelligent queries, and optimize API call sequences based on real-time data insights.
• Real-time data collection: Build platforms that can ingest data from multiple distributed sources, process data in parallel using crowd intelligence agents, and combine results for actionable insights.
• Error Management and Resilience with Collective Intelligence Coordination: Learn how to implement error management, replication strategies, and adaptive workflows that minimize downtime and optimize performance.
• Context-aware API queries using LLM: Discover how LLM can dynamically tailor API requests to improve relevance, personalize responses, and increase the quality of data extraction.

This course is suitable for people who:

• Developers, data engineers, and AI enthusiasts who want to go beyond traditional API integration techniques and use advanced AI tools to build robust and efficient platforms.
• Business users with little technical background who are interested in using AI for API platforms and function calls.

Installation Guide

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Quality: 720p