diff --git a/README-CN.md b/README-CN.md
index 22bd8cb81..8dca6dcbb 100644
--- a/README-CN.md
+++ b/README-CN.md
@@ -26,6 +26,30 @@
+*****
+
+## 🌟 诚邀贡献者!
+
+我们很高兴欢迎新的贡献者加入 Julep 项目!我们创建了几个"适合新手的问题"来帮助您入门。以下是您可以贡献的方式:
+
+1. 查看我们的 [CONTRIBUTING.md](CONTRIBUTING.md) 文件,了解如何贡献的指南。
+2. 浏览我们的[适合新手的问题](https://github.com/julep-ai/julep/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22),找到一个您感兴趣的任务。
+3. 如果您有任何问题或需要帮助,请随时在我们的 [Discord](https://discord.com/invite/JTSBGRZrzj) 频道上联系我们。
+
+您的贡献,无论大小,对我们都很宝贵。让我们一起创造令人惊叹的东西吧!🚀
+
+### 🎉 DevFest.AI 2024年10月
+
+激动人心的消息!我们将在整个2024年10月参与 DevFest.AI 活动!🗓️
+
+- 在此活动期间为 Julep 做出贡献,有机会赢得超棒的 Julep 周边和礼品!🎁
+- 加入来自世界各地的开发者,为 AI 仓库做出贡献并参与精彩的活动。
+- 非常感谢 DevFest.AI 组织这个fantastic的活动!
+
+> [!TIP]
+> 准备好加入这场盛会了吗?**[发推文开始参与](https://twitter.com/intent/tweet?text=Pumped%20to%20be%20participating%20in%20%40devfestai%20with%20%40julep_ai%20building%20%23ai%20%23agents%20%23workflows%20Let's%20gooo!%20https%3A%2F%2Fgit.new%2Fjulep)**,让我们开始编码吧!🖥️
+
+![Julep DevFest.AI](https://media.giphy.com/media/YjyUeyotft6epaMHtU/giphy.gif)
*****
@@ -50,6 +74,9 @@
请继续关注我们即将发布的稳定版本的更多更新!📢
+
+*****
+
## 简介
Julep 是一个开源平台,用于创建具有可定制工作流的持久 AI 代理。它提供了开发、管理和部署 AI 驱动应用程序的工具,注重灵活性和易用性。
@@ -634,4 +661,4 @@ results = client.documents.search(
## 致谢
-我们要感谢所有贡献者和开源社区为他们宝贵的资源和贡献。
+我们要感谢所有贡献者和开源社区为他们宝贵的资源和贡献。
\ No newline at end of file
diff --git a/README.md b/README.md
index 37a3651be..af87426b1 100644
--- a/README.md
+++ b/README.md
@@ -7,104 +7,6 @@
The **Quick Start Guide Focused README** is the most promising for optimizing the time to first workflow. It allows developers to get hands-on experience quickly, which is essential for engagement and understanding.
-* * *
-
-**Outline for the README:**
-
-1. **Title and Badges**
- * Julep Logo or Title
- * Build status, npm version, license badges
-2. **Introduction**
- * _Briefly explain what Julep is and its purpose._
- * Emphasize how it simplifies building persistent AI agents with workflows.
-3. **Features**
- * _Highlight key features with a focus on "tasks" (AI workflows)._
- * Mention support for persistent sessions, tool integration, and document management.
-4. **Installation**
- * _Provide npm installation command:_
-
- bash
-
- Copy code
-
- `npm install julep`
-
-5. **Quick Start Guide**
- * **Step 1: Import Julep**
- * _Show how to import Julep into a project._
-
- javascript
-
- Copy code
-
- `const Julep = require('julep');`
-
- * **Step 2: Initialize the Agent**
- * _Guide on creating a new agent with basic settings._
-
- javascript
-
- Copy code
-
- `const agent = new Julep.Agent({ name: 'MyAgent', model: 'gpt-4-turbo', });`
-
- * **Step 3: Chat with the Agent**
- * _Provide a simple example of a chat with the agent._
-
- javascript
-
- Copy code
-
- `const response = await client.sessions.chat({ session_id: session.id, message: 'Hello, how are you?' });`
-
- * **Step 4: Define a Task (Workflow)**
- * _Provide a simple example of a task definition._
-
- javascript
-
- Copy code
-
- `const task = { name: 'GreetingTask', main: [ { prompt: 'Say hello to the user.', }, ], }; agent.addTask(task);`
-
- * **Step 5: Execute the Task**
- * _Show how to run the task and handle the output._
-
- javascript
-
- Copy code
-
- `agent.executeTask('GreetingTask').then((output) => { console.log(output); });`
-
-6. **Understanding Tasks**
- * _Explain what tasks are and how they function within Julep._
- * Describe different types of workflow steps.
- * Prompt, Tool Call, Evaluate, etc.
- * _Note:_ Link to detailed documentation for each step type.
-7. **Advanced Features**
- * _Briefly mention other capabilities:_
- * Adding tools to agents.
- * Managing sessions and users.
- * Document integration and search.
-8. **API Reference**
- * _Link to full API documentation._
- * Mention key endpoints for agents, tasks, and executions.
-9. **Examples and Tutorials**
- * _Provide links to example projects or further tutorials._
- * Encourage users to explore and build upon provided examples.
-10. **Contributing**
- * _Instructions for contributing to the project._
- * Link to contribution guidelines and code of conduct.
-11. **Support and Community**
- * _Information on how to get help._
- * Links to community forums, chat groups, or issue trackers.
-12. **License**
- * _State the project's license._
- * Provide a link to the LICENSE file.
-13. **Acknowledgements**
- * _Credit to contributors and used resources._
-
-* * *
-
**Notes:**
* **Code Examples:** Ensure all code snippets are easy to understand and copy-paste ready.
@@ -144,6 +46,31 @@ The **Quick Start Guide Focused README** is the most promising for optimizing th
*****
+## 🌟 Call for Contributors!
+
+We're excited to welcome new contributors to the Julep project! We've created several "good first issues" to help you get started. Here's how you can contribute:
+
+1. Check out our [CONTRIBUTING.md](CONTRIBUTING.md) file for guidelines on how to contribute.
+2. Browse our [good first issues](https://github.com/julep-ai/julep/issues?q=is%3Aissue+is%3Aopen+label%3A%22good+first+issue%22) to find a task that interests you.
+3. If you have any questions or need help, don't hesitate to reach out on our [Discord](https://discord.com/invite/JTSBGRZrzj) channel.
+
+Your contributions, big or small, are valuable to us. Let's build something amazing together! 🚀
+
+### 🎉 DevFest.AI October 2024
+
+Exciting news! We're participating in DevFest.AI throughout October 2024! 🗓️
+
+- Contribute to Julep during this event and get a chance to win awesome Julep merch and swag! 🎁
+- Join developers from around the world in contributing to AI repositories and participating in amazing events.
+- A big thank you to DevFest.AI for organizing this fantastic initiative!
+
+> [!TIP]
+> Ready to join the fun? **[Tweet to start participating](https://twitter.com/intent/tweet?text=Pumped%20to%20be%20participating%20in%20%40devfestai%20with%20%40julep_ai%20building%20%23ai%20%23agents%20%23workflows%20Let's%20gooo!%20https%3A%2F%2Fgit.new%2Fjulep)** and let's get coding! 🖥️
+
+![Julep DevFest.AI](https://media.giphy.com/media/YjyUeyotft6epaMHtU/giphy.gif)
+
+*****
+
## 🎉🚀 **Exciting News: Julep 1.0 Alpha Release!** 🚀🎉
We're thrilled to announce the **alpha** release of Julep 1.0! 🥳
@@ -165,6 +92,7 @@ We're thrilled to announce the **alpha** release of Julep 1.0! 🥳
Stay tuned for more updates as we approach our stable release! 📢
+*****
## Introduction
diff --git a/cookbooks/01-Website_Crawler_using_Spider.ipynb b/cookbooks/01-Website_Crawler_using_Spider.ipynb
index 251e699f4..36a77d525 100644
--- a/cookbooks/01-Website_Crawler_using_Spider.ipynb
+++ b/cookbooks/01-Website_Crawler_using_Spider.ipynb
@@ -30,11 +30,11 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "### Implementation\n",
+ "## Implementation\n",
"\n",
"To recreate the notebook and see the code implementation for this task, you can access the Google Colab notebook using the link below:\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n",
diff --git a/cookbooks/02-Sarcastic_News_Headline_Generator.ipynb b/cookbooks/02-Sarcastic_News_Headline_Generator.ipynb
index 618d95df9..fded810a1 100644
--- a/cookbooks/02-Sarcastic_News_Headline_Generator.ipynb
+++ b/cookbooks/02-Sarcastic_News_Headline_Generator.ipynb
@@ -60,7 +60,7 @@
"\n",
"To recreate the notebook and see the code implementation for this task, you can access the Google Colab notebook using the link below:\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n",
diff --git a/cookbooks/03-SmartResearcher_With_WebSearch.ipynb b/cookbooks/03-SmartResearcher_With_WebSearch.ipynb
index b32d0f95b..c01b54652 100644
--- a/cookbooks/03-SmartResearcher_With_WebSearch.ipynb
+++ b/cookbooks/03-SmartResearcher_With_WebSearch.ipynb
@@ -73,7 +73,7 @@
"\n",
"To recreate the notebook and see the code implementation for this task, you can access the Google Colab notebook using the link below:\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n",
diff --git a/cookbooks/04-TripPlanner_With_Weather_And_WikiInfo.ipynb b/cookbooks/04-TripPlanner_With_Weather_And_WikiInfo.ipynb
index cfc95f3c2..d7fc39840 100644
--- a/cookbooks/04-TripPlanner_With_Weather_And_WikiInfo.ipynb
+++ b/cookbooks/04-TripPlanner_With_Weather_And_WikiInfo.ipynb
@@ -80,7 +80,7 @@
"\n",
"To recreate the notebook and see the code implementation for this task, you can access the Google Colab notebook using the link below:\n",
"\n",
- "\n",
+ "\n",
" \n",
"\n",
"\n",
diff --git a/cookbooks/README.md b/cookbooks/README.md
new file mode 100644
index 000000000..e7a6bfa89
--- /dev/null
+++ b/cookbooks/README.md
@@ -0,0 +1,157 @@
+
+
+
+
+# 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](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/01-Website_Crawler_using_Spider.ipynb) | Implements a web crawler using a spider to extract website content. | Yes |
+| `02-Sarcastic_News_Headline_Generator.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/02-Sarcastic_News_Headline_Generator.ipynb) | Generates sarcastic news headlines using a Brave Search Tool. | Yes |
+| `03-SmartResearcher_With_WebSearch.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/03-SmartResearcher_With_WebSearch.ipynb) | Searches and aggregates web information for research purposes using Brave Search. | Yes |
+| `04-TripPlanner_With_Weather_And_WikiInfo.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/04-TripPlanner_With_Weather_And_WikiInfo.ipynb) | Plans trips using weather data and Wikipedia information. | Yes |
+| `05-Basic_Agent_Creation_and_Interaction.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/05-Basic_Agent_Creation_and_Interaction.ipynb) | Demonstrates how to create a basic agent and interact with it. | No |
+| `06-Designing_Multi-Step_Tasks.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/06-Designing_Multi-Step_Tasks.ipynb) | Explores creating tasks with various step types. | No |
+| `07-Integrating_External_Tools_and_APIs.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/07-Integrating_External_Tools_and_APIs.ipynb) | Shows how to integrate and use external tools and APIs. | No |
+| `08-Managing_Persistent_Sessions.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/08-Managing_Persistent_Sessions.ipynb) | Covers creating and managing persistent sessions with context. | No |
+| `09-User_Management_and_Personalization.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/09-User_Management_and_Personalization.ipynb) | Demonstrates user management and personalized interactions. | No |
+| `10-Document_Management_and_Search.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/10-Document_Management_and_Search.ipynb) | Explores document upload, management, and search capabilities. | No |
+| `11-Advanced_Chat_Interactions.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/11-Advanced_Chat_Interactions.ipynb) | Covers advanced chat features and context handling. | No |
+| `12-Monitoring_Task_Executions.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/12-Monitoring_Task_Executions.ipynb) | Shows how to monitor and manage task executions. | No |
+| `13-Error_Handling_and_Recovery.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/13-Error_Handling_and_Recovery.ipynb) | Demonstrates implementing error handling and recovery in tasks. | No |
+| `14-API_Versioning_and_Configurations.ipynb` | [Colab Link](https://colab.research.google.com/github/julep-ai/julep/blob/dev/cookbooks/14-API_Versioning_and_Configurations.ipynb) | Explores API versioning and server configuration options. | 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. **API Versioning**
+ - Support for different API versions
+
+10. **Authentication**
+ - API Key authentication
+
+11. **Server Configuration**
+ - Configurable server environments
+
+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:** [hey@julep.ai](mailto:hey@julep.ai) or Discord
+
+---
+
+If you have feedback or would like to contribute to the notebooks, feel free to open an issue(s) in the [repository](https://github.com/julep-ai/julep).
\ No newline at end of file