We're looking for contributors to help expand our collection of Jupyter notebooks (cookbooks) that demonstrate various AI and automation tasks using Julep's features. This is a great opportunity for newcomers to get familiar with Julep and contribute to the project!
Objectives
Replicate existing cookbooks to ensure they're up-to-date and functioning correctly.
Create new cookbooks based on the ideas listed in the cookbooks/README.md file.
Tasks
1. Replicating Existing Cookbooks
Choose one or more of the existing cookbooks from the list in cookbooks/README.md.
Follow the instructions in the notebook to run it in Google Colab.
Verify that all cells execute without errors and produce the expected outputs.
If you encounter any issues or outdated information, document them for updating.
2. Creating New Cookbooks
Select an idea from the "Potential Cookbooks for Contributors" section in cookbooks/README.md.
Create a new Jupyter notebook following the structure of existing cookbooks.
Implement the chosen use case using Julep's features.
Ensure your notebook includes:
A clear introduction and overview of the task
Step-by-step implementation with explanations
Proper error handling and user guidance
A conclusion summarizing the key learnings
Guidelines for Creating New Cookbooks
Naming Convention: Name your notebook following the pattern XX-Descriptive_Name.ipynb, where XX is the next available number in the sequence.
Structure:
Start with an introduction explaining the purpose of the cookbook.
Include a cell for installing the Julep client.
Create sections for each major step (e.g., Creating an Agent, Defining a Task, Creating an Execution).
Add markdown cells to explain concepts and code.
Code Quality:
Ensure your code is well-commented and follows PEP 8 style guidelines.
Use meaningful variable names.
Handle potential errors gracefully.
Documentation:
Explain each step clearly, assuming the reader is new to Julep.
Include links to relevant Julep documentation where appropriate.
Testing:
Test your notebook thoroughly in Google Colab to ensure it runs without errors.
Include sample outputs where relevant.
Update README.md:
Add your new cookbook to the table in cookbooks/README.md.
Include a brief description and mark it as implemented.
How to Contribute
Fork the repository.
Create a new branch for your cookbook (e.g., cookbook/weather-notification-service).
Develop your cookbook following the guidelines above.
Test your notebook thoroughly.
Commit your changes and push to your fork.
Open a pull request with a clear description of your contribution.
If you have any questions or need assistance, please don't hesitate to ask in the comments of this issue or reach out on our Discord channel.
We're excited to see your contributions and help grow the Julep cookbook collection!
Long-ass list of ideas
AI-Powered Content Generation and Distribution
Description: Generates content based on topics, schedules distribution across multiple platforms, and tracks engagement.
Features:
Tools: dalle, twitter, sendgrid
Step Types: Prompt, Tool Call, Evaluate, Schedule Distribution (Set), Send Content, Log
Automated Knowledge Base Maintenance
Description: Updates and maintains a knowledge base by extracting information from new documents and ensuring consistency.
Features:
Tools: wikipedia, huggingface
Step Types: Tool Call, Evaluate, Conditional Logic, Update Knowledge Base (Set), Log, Return
Intelligent Content Personalization Engine
Description: Personalizes website content based on user behavior and preferences to enhance user engagement.
Features:
Tools: web_search, huggingface
Step Types: Tool Call, Evaluate, Conditional Logic, Personalize Content (Set), Send Recommendations, Log
AI-Driven Market Research and Analysis
Description: Conducts market research by gathering data from various sources, analyzing trends, and generating comprehensive reports.
Features:
Tools: web_search, news, wikipedia
Step Types: Tool Call, Evaluate, Conditional Logic, Generate Report (Prompt), Send Report, Log
Automated Workflow for Grant Application Processing
Description: Processes grant applications by reviewing submissions, evaluating eligibility, and notifying applicants of decisions.
Features:
Tools: sendgrid, slack, huggingface
Step Types: Tool Call, Evaluate, Conditional Logic, Notify Applicants (Send Email), Log
Intelligent Scheduling Assistant for Teams
Description: Schedules team meetings by finding optimal times, sending invites, and managing calendar conflicts.
Features:
Tools: google_calendar, slack
Step Types: Tool Call, Evaluate, Conditional Logic, Create Event (Set), Send Invitations, Log
Overview
We're looking for contributors to help expand our collection of Jupyter notebooks (cookbooks) that demonstrate various AI and automation tasks using Julep's features. This is a great opportunity for newcomers to get familiar with Julep and contribute to the project!
Objectives
Tasks
1. Replicating Existing Cookbooks
2. Creating New Cookbooks
Guidelines for Creating New Cookbooks
Naming Convention: Name your notebook following the pattern
XX-Descriptive_Name.ipynb
, where XX is the next available number in the sequence.Structure:
Code Quality:
Documentation:
Testing:
Update README.md:
How to Contribute
cookbook/weather-notification-service
).Resources
Need Help?
If you have any questions or need assistance, please don't hesitate to ask in the comments of this issue or reach out on our Discord channel.
We're excited to see your contributions and help grow the Julep cookbook collection!
Long-ass list of ideas