Pre-Event

Event

New Group 1

HackHaven 2.0

Dive into the decentralized world! This track challenges participants to build innovative blockchain solutions that redefine transparency, security, and efficiency. Whether it’s creating smart contracts, decentralized applications (dApps), or leveraging blockchain for real-world problems, this is your chance to disrupt industries with cutting-edge technology.

Blockchain

Unleash your creativity! The design track is all about crafting visually stunning and user-centric experiences. From UX/UI design to prototyping and branding, this track focuses on transforming abstract ideas into intuitive and impactful designs that resonate with users and elevate digital products.

Design

Build the future of technology! This track focuses on creating dynamic applications and websites. Whether you’re developing a sleek mobile app, a powerful web app, or an interactive platform, this track is your playground to showcase your coding skills, frameworks expertise, and innovative thinking.

App/Web Development

Read about the bounty details and find code templates for Polygon here: [https://nsb.dev/polygon-bounty](https://nsb.dev/polygon-bounty).

Polygon Track

Polygon

Select this track if you're building on Ethereum to be eligible for the prizes!

Ethereum Track

ETHIndia

Learn more about What to Build and the Hacker Resources in the Notion Doc [here](https://elegant-thumb-725.notion.site/Devfolio-x-Aptos-Hacker-Resources-f250cbb1debe4a629d02a60346703186).

Aptos

# **Challenge Overview**  
Generative AI is revolutionizing industries by enabling dynamic, context-aware applications. In this hackathon, participants will build a **real-time RAG application** using **Pathway**, a cutting-edge framework for streaming data processing and AI pipelines.  

Solutions leveraging Pathway’s capabilities for **real-time data ingestion, indexing, and deployment** will receive **priority in selection**, as the core focus is to showcase Pathway’s unique advantages in enterprise AI workflows.  

---

# **Key Objectives**  

### **1. Real-Time RAG Pipeline:**  
- Utilize **Pathway** to ingest and process streaming data (e.g., APIs, file changes, or simulated streams).  
- Implement incremental **vector/hybrid indexing** to ensure the LLM retrieves the most up-to-date context.  
- Deploy the pipeline via **Pathway’s REST API** and integrate a basic UI (**web/CLI**) for querying.  

### **2. Agentic Innovation (Optional):**  
- Integrate frameworks like **LangGraph, Crew AI, or AutoGen** to add autonomous decision-making capabilities (e.g., alerts, multi-step workflows).  

---

# **Why Pathway?**  

✅ **Mandatory Requirement:** Pathway must be the **core orchestrator** for data streams, indexing, and API deployment.  

✅ **Selection Advantage:** Submissions demonstrating **advanced** Pathway features (e.g., **low-latency updates, hybrid search, scalable streaming**) will rank higher. **Non-Pathway solutions will not qualify.**  

✅ **Bonus Opportunities:** Extend **Pathway classes**, implement **agentic error handling**, or process **complex data (tables/charts)** for extra points.  

---

# **Evaluation Criteria**  

### **1. Technical Implementation (70%)**  
- **Real-time data sync & indexing robustness** (**35%**)  
- **RAG pipeline accuracy and architecture** (**30%**)  
- **REST API deployment quality & documentation** (**15%**)  
- **Functional UI demonstrating real-time updates** (**10%**)  
- **+15% Bonus:** Creative agentic workflows or innovative Pathway extensions  

### **2. Presentation & Demo (30%)**  
- Clear explanation of **Pathway’s role**, live **demo**, and **visual storytelling**  

---

# **Domain Examples (Optional Inspiration)**  

💰 **Finance:** Compliance alerts for new regulations, real-time ESG reporting.  
🏥 **Healthcare:** Dynamic patient data analysis, clinical guideline updates.  
🛍️ **E-commerce:** Live inventory-driven recommendations.  

---

# **Deliverables**  
📂 **GitHub Repo:** Code, Dockerfiles, and setup instructions.  
📄 **Documentation:** README explaining **Pathway’s integration and agentic logic** (if used).  

---

# **Why Participate?**  

🚀 **Industry Relevance:** Showcase expertise in **real-time AI**, a skill highlighted by **Gartner** as critical for enterprise AI strategies.  
🤝 **Networking:** Engage with **Pathway’s open-source community** and AI experts.  

🔗 **Start building ➔** [**Pathway GitHub**](https://github.com/pathwaycom/pathway) | [**Documentation**](https://pathway.com/developers)