cookbooks

Julep AI - Notebook Overview

Welcome to the Julep AI Notebook Collection! This directory contains a set of Jupyter notebooks designed to showcase various AI and automation tasks using Julep's features.

Each notebook explores a unique use case, demonstrating different aspects of Julep's capabilities. Below is a quick overview of the notebooks, their purpose, and a link to run each of them on Google Colab.

Notebook Name	Colab Link	Description	Implemented
01-Website_Crawler_using_Spider.ipynb	Colab Link	Implements a web crawler using a spider to extract website content.	Yes
02-Sarcastic_News_Headline_Generator.ipynb	Colab Link	Generates sarcastic news headlines using a Brave Search Tool.	Yes
03-SmartResearcher_With_WebSearch.ipynb	Colab Link	Searches and aggregates web information for research purposes using Brave Search.	Yes
04-TripPlanner_With_Weather_And_WikiInfo.ipynb	Colab Link	Plans trips using weather data and Wikipedia information.	Yes
05-Basic_Agent_Creation_and_Interaction.ipynb	Colab Link	Demonstrates how to create a basic agent and interact with it.	No
06-Designing_Multi-Step_Tasks.ipynb	Colab Link	Explores creating tasks with various step types.	No
07-Integrating_External_Tools_and_APIs.ipynb	Colab Link	Shows how to integrate and use external tools and APIs.	No
08-Managing_Persistent_Sessions.ipynb	Colab Link	Covers creating and managing persistent sessions with context.	No
09-User_Management_and_Personalization.ipynb	Colab Link	Demonstrates user management and personalized interactions.	No
10-Document_Management_and_Search.ipynb	Colab Link	Explores document upload, management, and search capabilities.	No
11-Advanced_Chat_Interactions.ipynb	Colab Link	Covers advanced chat features and context handling.	No
12-Monitoring_Task_Executions.ipynb	Colab Link	Shows how to monitor and manage task executions.	No
13-Error_Handling_and_Recovery.ipynb	Colab Link	Demonstrates implementing error handling and recovery in tasks.	No

Potential Cookbooks for Contributors

We welcome contributions to expand our cookbook collection. Here are some ideas for new cookbooks that showcase various Julep features and use cases:

Potential Cookbook Name	Description	Key Features
Automated Research Assistant	Conducts research on given topics using web search and summarization	Web search, Tool integration, Multi-step tasks
Customer Support Chatbot	Interacts with users, analyzes sentiment, and routes complex issues	Chat functionality, Sentiment analysis, Conditional logic
Daily News Aggregator	Collects and summarizes news articles, emails summaries to subscribers	Scheduled tasks, Email integration, Content summarization
Social Media Monitoring System	Monitors social platforms for keywords and sends alerts	API integration, Real-time monitoring, Alert system
Weather-Based Notification Service	Checks weather forecasts and notifies users of severe conditions	Weather API integration, Conditional alerts, Scheduling
Automated Financial Report Generator	Gathers financial data and generates reports for stakeholders	Data aggregation, Report generation, Scheduling
Task Management and Reminder System	Manages user tasks, sets reminders, and sends notifications	User management, Scheduling, Notifications
Interactive Story Generator	Creates stories based on user input with corresponding images	Natural language processing, Image generation, User interaction
Automated Meeting Scheduler	Finds optimal meeting times and manages calendar entries	Calendar integration, Conflict resolution, Invitations
Email Categorization and Response	Categorizes incoming emails and sends automated responses	Email processing, Content categorization, Automated responses
E-commerce Order Processing	Handles order placements, inventory, and shipment tracking	Workflow automation, Inventory management, Notifications
Content Moderation System	Reviews and classifies user-generated content	Content analysis, Classification, Moderation actions
Personalized Learning Assistant	Provides tailored learning materials and tracks progress	Personalization, Progress tracking, Content recommendation
Automated Backup and Recovery	Regularly backs up data and initiates recovery procedures	Scheduled tasks, Error handling, Data management
Smart Home Automation Workflow	Manages smart home devices based on user commands and conditions	IoT integration, Conditional logic, User interaction
Inventory Management System	Tracks inventory levels and automates reordering	Stock management, Predictive analysis, Automated ordering
Event-Driven Notification System	Triggers notifications based on specific events or thresholds	Event monitoring, Conditional alerts, Multi-channel notifications
Data Cleaning and Transformation	Cleans and transforms raw data for analysis	Data processing, ETL operations, Quality assurance
Project Management Assistant	Breaks down projects into tasks and tracks progress	Task decomposition, Progress monitoring, Reporting
Parallel Data Processing Pipeline	Processes large datasets in parallel and aggregates results	Parallel execution, Data aggregation, Scalable processing
Dynamic Content Recommendation	Analyzes user behavior and recommends personalized content	User profiling, Content analysis, Personalized recommendations
Compliance Monitoring System	Monitors activities for regulatory compliance and generates reports	Rule-based monitoring, Violation detection, Compliance reporting
Intelligent Resume Screening	Evaluates resumes based on criteria and forwards qualified candidates	Document analysis, Candidate scoring, Automated screening
Automated Code Review Pipeline	Reviews code commits, runs tests, and manages deployments	Code analysis, Automated testing, Deployment management
Personal Finance Tracker	Tracks expenses, analyzes patterns, and provides financial advice	Financial data analysis, Pattern recognition, Personalized advice
Automated Content Publishing	Schedules and publishes content across various platforms	Content management, Multi-platform publishing, Scheduling
AI-Powered Personal Assistant	Manages personal tasks, schedules, and provides information	Task management, Scheduling, Information retrieval
Bug Tracking and Reporting	Monitors repositories, categorizes issues, and assigns to developers	Issue tracking, Categorization, Automated assignment
Multi-Stage Data Validation	Validates data through multiple stages with different rules	Data validation, Multi-step processing, Error handling
Document Summarization and Archiving	Summarizes documents and archives them for easy retrieval	Text summarization, Document classification, Archiving
Real-Time Stock Market Analyzer	Analyzes market data and alerts users about significant changes	Real-time data processing, Financial analysis, Alert system
Webinar Management System	Schedules webinars, manages participants, and handles follow-ups	Event scheduling, Participant management, Automated follow-ups
Smart Content Filtering	Filters and recommends content based on user preferences	Content analysis, User profiling, Recommendation system
Automated Translation Workflow	Translates content into multiple languages and localizes it	Language translation, Localization, Content management
AI-Driven Survey Analysis	Analyzes survey responses and generates insight reports	Survey processing, Sentiment analysis, Report generation
Compliance Documentation Generator	Creates compliance documents based on regulatory standards	Document generation, Compliance checking, Template management
Task Prioritization and Allocation	Prioritizes tasks and allocates them to team members	Task analysis, Resource allocation, Team management
Webinar Feedback Analyzer	Collects and analyzes feedback from webinar participants	Feedback collection, Sentiment analysis, Improvement suggestions
Health and Fitness Tracker	Tracks health metrics and provides personalized fitness recommendations	Health data analysis, Personalized recommendations, Progress tracking
Incident Response System	Detects incidents, initiates response workflows, and notifies personnel	Incident detection, Workflow automation, Alert system
Content Optimization Workflow	Analyzes content performance and optimizes for better engagement	Performance analysis, Content optimization, A/B testing
Legal Document Processor	Extracts key information from legal documents and ensures compliance	Document analysis, Information extraction, Compliance checking
Job Application Tracker	Tracks job applications and provides application improvement suggestions	Application tracking, Status updates, Improvement recommendations
Content Rescheduling System	Monitors content performance and reschedules for better visibility	Performance monitoring, Content scheduling, Optimization
AI-Powered Investment Advisor	Analyzes financial data and suggests investment opportunities	Financial analysis, Risk assessment, Investment recommendations
Intelligent Document Version Control	Manages document versions and notifies users about updates	Version control, Change tracking, Notification system
Marketing Campaign Manager	Creates, schedules, and optimizes marketing campaigns	Campaign planning, Performance tracking, Optimization strategies
Competitive Analysis Workflow	Gathers data on competitors and generates analysis reports	Data collection, Comparative analysis, Report generation
Health Monitoring and Alerting	Monitors health metrics and alerts users and healthcare providers	Health data analysis, Anomaly detection, Alert system
Travel Itinerary Planner	Plans travel itineraries based on preferences and conditions	Trip planning, Preference matching, Dynamic scheduling
AI-Powered Personal Diary	Helps maintain a diary and provides insights into emotions and growth	Natural language processing, Sentiment analysis, Personal growth tracking
Language Learning Tutor	Provides exercises and personalized feedback for language learners	Language processing, Progress tracking, Personalized lessons
Knowledge Base Maintenance	Updates and maintains a knowledge base with new information	Information extraction, Knowledge management, Consistency checking
Feedback Loop for Improvement	Collects user feedback, analyzes it, and implements improvements	Feedback analysis, Improvement tracking, Stakeholder notifications
Grant Application Processor	Reviews grant applications, evaluates eligibility, and notifies applicants	Application processing, Eligibility checking, Automated notifications
AI-Powered Resume Builder	Assists in building resumes and provides improvement suggestions	Resume analysis, Content generation, Personalized recommendations
Vendor Management System	Manages vendor information, monitors performance, and handles communications	Vendor tracking, Performance monitoring, Communication automation
Meeting Minutes Recorder	Records meetings, transcribes audio, and distributes summaries	Audio transcription, Summary generation, Automated distribution
Personal Shopping Assistant	Finds products based on preferences and notifies about deals	Product matching, Price comparison, Deal notifications
Environmental Monitoring Reporter	Monitors environmental data and generates reports for stakeholders	Data monitoring, Anomaly detection, Report generation
Data Sync and Integration Workflow	Syncs data between platforms and handles conflicts	Data synchronization, Conflict resolution, Integration management
Competitive Pricing Strategy	Analyzes competitor pricing and adjusts prices dynamically	Price analysis, Dynamic pricing, Market monitoring
User Onboarding Workflow	Manages the user onboarding process and sets up accounts	User registration, Account setup, Welcome communications
Content Curation and Distribution	Curates content based on interests and tracks engagement	Content curation, Distribution scheduling, Engagement tracking

We encourage contributors to choose from these ideas or propose their own to showcase Julep's capabilities in solving real-world problems.

Julep Features Demonstrated

These notebooks showcase various features of Julep. Here's an overview of the key features you can explore:

1. Agent Management

   • Creating and updating agents
   • Configuring agent settings (name, model, about)

2. Task Definition and Execution

   • Creating multi-step tasks
   • Executing tasks with specific inputs
   • Various step types (Prompt, Tool Call, Evaluate, Conditional Logic, Loops, etc.)

3. Tool Integration

   • Adding custom tools to agents
   • Integrating external APIs (e.g., web search, image generation)

4. Session Management

   • Creating and managing persistent sessions
   • Handling context overflow

5. User Management

   • Creating and managing users
   • Associating users with sessions

6. Document Management

   • Uploading and managing documents
   • Document search functionality

7. Chat Functionality

   • Interacting with agents through chat sessions

8. Execution Monitoring

   • Streaming execution progress
   • Monitoring task lifecycle

9. Authentication

   • API Key authentication

We encourage contributors to create new notebooks that demonstrate these features in various combinations and use cases.

Additional Information

For more details about the tasks or if you have any questions, please don't hesitate to contact the author:

Author: Julep AI
Contact: [email protected] or Discord

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If you have feedback or would like to contribute to the notebooks, feel free to open an issue(s) in the repository.