GSoC 2025

LLM4S was selected for GSoC 2025 under the Scala Center Organization.

This year, we are focused on “Engineering GenAI Agents in Functional Scala.” Our selected contributors are working on critical features ranging from Agentic Toolkits to RAG pipelines and Observability.

---

2025 Projects & Contributors

🤖 Agentic Toolkit for LLMs

Contributor: Elvan Konukseven
Mentors: Kannupriya Kalra, Rory Graves

Building a sophisticated agent framework that enables LLMs to perform multi-step reasoning and tool execution in a type-safe environment.

• View Final Report
• Read Blog Series

📦 RAG in a Box

Contributor: Gopi Trinadh Maddikunta
Mentors: Kannupriya Kalra, Rory Graves, Dmitry Mamonov

Creating a modular, “out-of-the-box” Retrieval-Augmented Generation system that simplifies vector store integration and document embedding.

• View Final Report
• Read Blog Series

🖼️ Multimodal Support (Image, Voice)

Contributor: Anshuman Awasthi
Mentors: Kannupriya Kalra, Rory Graves

Expanding LLM4S beyond text to support Image Generation, Speech-to-Text, and Text-to-Speech capabilities using modern provider APIs.

• View Final Report
• Read Blog Series

🔍 Tracing & Observability

Contributor: Shubham Vishwakarma
Mentors: Kannupriya Kalra, Rory Graves, Dmitry Mamonov

Implementing comprehensive tracing support to debug, monitor, and visualize LLM workflows and agent decisions.

• View Final Report
• Read Blog Series

---

Mentors

We are grateful to our mentors who dedicate their time to guide the next generation of open-source developers.

• Kannupriya Kalra
• Rory Graves
• Dmitry Mamonov

---

Talks & Presentations

Our GSoC team actively shares their learnings with the global community.

Event	Topic	Speaker
GSoC Mentor Summit 2025	LLM4S x GSoC 2025: Engineering GenAI Agents	Kannupriya Kalra
Scala Center Lightning Talks	Powered by GSoC 2025 for Scala	All Contributors
ICFP/SPLASH 2025	Mentoring in the Scala Ecosystem	Kannupriya Kalra