AI Agent Workshop is an interactive Python codebase and guide for creating autonomous AI Agents. It covers agent architectures, tool integrations, memory management, and prompt engineering using the OpenAI API. Participants implement task automation agents, conversational assistants, and retrieval-based QA systems, enabling hands-on understanding of agent behavior, error handling, and performance optimization through practical exercises.
AI Platforms & Frameworks
Workflow Automation
#AI Agents
#Python Programming
#Jupyter notebooks
#tool integration
#error handling
#agent workflows
#OpenAI-Integration
#LangChain connectors
#automated tasks
#multi-step reasoning
#custom planners
#conversational AI
#AI prototyping
#Learning Resources
#practical exercises
#memory management
#Developer Tools
#agent templates
#data queries
...
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AI Agent Workshop
AI Agent Workshop is an interactive Python codebase and guide for creating autonomous AI Agents. It covers agent architectures, tool integrations, memory management, and prompt engineering using the OpenAI API. Participants implement task automation agents, conversational assistants, and retrieval-based QA systems, enabling hands-on understanding of agent behavior, error handling, and performance optimization through practical exercises.
AI Platforms & Frameworks
Workflow Automation
#AI Agents
#Python Programming
#Jupyter notebooks
#tool integration
#error handling
#agent workflows
#OpenAI-Integration
#LangChain connectors
#automated tasks
#multi-step reasoning
#custom planners
#conversational AI
#AI prototyping
#Learning Resources
#practical exercises
#memory management
#Developer Tools
#agent templates
#data queries
...
Featured
What is AI Agent Workshop?
AI Agent Workshop is a comprehensive repository offering practical examples and templates for developing AI Agents with Python. The workshop includes Jupyter notebooks demonstrating agent frameworks, tool integrations (e.g., web search, file operations, database queries), memory mechanisms, and multi-step reasoning. Users learn to configure custom agent planners, define tool schemas, and implement loop-based conversational workflows. Each module presents exercises on handling failures, optimizing prompts, and evaluating agent outputs. The codebase supports OpenAI’s function calling and LangChain connectors, allowing seamless extension for domain-specific tasks. Ideal for developers seeking to prototype autonomous assistants, task automation bots, or question-answering agents, it provides a step-by-step path from basic agents to advanced workflows.
Who will use AI Agent Workshop?
- AI developers
- Machine learning researchers
- Data scientists
- Software engineers
- Students in AI and NLP
How to use the AI Agent Workshop?
- Step1: Clone the repository from GitHub.
- Step2: Install dependencies via pip install -r requirements.txt.
- Step3: Set your OpenAI API key in environment variables.
- Step4: Explore provided Jupyter notebooks in the tutorials folder.
- Step5: Run example notebooks to observe agent behaviors.
- Step6: Modify tool configurations or prompts to create custom agents.
- Step7: Extend workflows by adding new tools and memory modules.
Platform
- mac
- windows
- linux
AI Agent Workshop's Core Features & Benefits
The Core Features
- Modular agent framework in Python
- Jupyter notebook tutorials
- Tool integration modules (web search, file ops, DB queries)
- Memory management examples
- Multi-step reasoning and planner setup
- Error handling and evaluation scripts
- OpenAI function calling demos
- LangChain connector support
The Benefits
- Accelerates AI agent prototyping
- Hands-on guided learning
- Extensible templates and modules
- Reusable code for production
- Practical exercises with real tools
- Enhances understanding of agent workflows
AI Agent Workshop's Main Use Cases & Applications
- Building conversational customer support assistants
- Automating data analysis and report generation
- Creating retrieval-based question-answering systems
- Orchestrating web-scraping and file-processing agents
- Prototyping custom task automation workflows
FAQs of AI Agent Workshop
AI Agent Workshop Company Information
- marscod
AI Agent Workshop Reviews
5/5
AI Agent Workshop's Main Competitors and alternatives?
- LangChain
- Microsoft Semantic Kernel
- Haystack
- AutoGPT
- AgentGPT
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