Hot AI Integrations, Hotter Storage - 13/04/2025 - Custom Agent - Encode AI Hackathon

[AnirudhHack]

Hot AI Integrations, Hotter Storage - 13/04/2025 - Custom Agent - Encode AI Hackathon

Repository Link

[[Link to repository](valid URL)](https://github.com/AnirudhHack/custom-agent)

Contributors

https://github.com/AnirudhHack @AnirudhHack

Accomplished Tasks

• ✅ Integrated decentralized storage (Storacha) into the AI agent framework
• ✅ Shared agent inputs, outputs, and relevant data via Storacha
• ✅ Used LangChain for agent orchestration and data flow
• ✅ Enabled auditability and traceability with IPFS-backed citations
• ✅ Created a working prototype with a functional demo interface

Update

Custom Agent Overview

Custom Agent is a decentralized AI platform where users upload datasets to IPFS-based networks (Filecoin, Akave, Coophive) and create domain-specific AI agents.

Now, multiple agents can collaborate by sharing their inputs, outputs, and relevant data on decentralized storage.

We used LangChain for orchestrating agent pipelines.

What went well:

• Seamless integration of Storacha with LangChain
• Clear citation via IPFS links enhances explainability

What was difficult:

• Fine-tuning LLMs to only respond based on stored knowledge

Demo Videos

https://youtu.be/Z_rZlBHz_R0

Demo Website

https://custom-agent.vercel.app/

Feedback

Next Tasks

• Build a public dashboard to view agent interactions and IPFS citations