Building Blocks and Orchestration of LLM enabled Tasks: Ideas and Case Study with Python Instructor and Instruct Easy
Jul 13, 2024
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The Ubuntu TechHive North America (Atlanta, Georgia, USA)
Past
Online
Python
Domain Specific Langugages (DSLs)
LLMs
AI
Agents
Human in the loop
ReAct (Reason + Act)
Self-Refine
Flow Engineering
Natural language processing
Text generation
Information retrieval
🚀 Join us for an insightful Ubuntu TechHive meetup where we'll explore the building blocks and orchestration of LLM-enabled tasks using Python! This session is perfect for those looking to understand the integration of AI and automation in real-world applications.
🎯 Agenda:
- Introduction: Overview of LLM-enabled tasks and their significance.
- Case Study: Detailed case study using Python Instructor and Instruct Easy.
- Building Blocks: Learn about Python Domain Specific Languages (DSLs) and their similarities to Lego blocks.
- Automation and Orchestration: Discover techniques for data extraction, text generation, and information retrieval.
- Tech Stack: Dive into the tech stack including FastAPI app, ZeroMQ for work distribution, Server Sent Events (SSE), Docker, AWS, and Cloud Computing.
📍 Who Should Attend?
- Developers interested in AI and automation.
- Tech enthusiasts looking to expand their knowledge in Python and workflow orchestration.
👋 We look forward to seeing you there and exploring the fascinating world of LLM-enabled tasks together!
Location
Details
Duration: 2h
Organized by chiefkemist, Aziz