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MeTTa-Based Decentralized Workflow Orchestrator

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MeTTa-Based Decentralized Workflow Orchestrator

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ashwini pal Mar. 17, 2025
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Industries

Algorithmic/technicalProductivity

Technologies

Data science & analyticsLLMs & NLPNeuro-symbolic AI

Tags

DF rulesFeaturedGovernance & tooling

Description

The MeTTa-Based Decentralized Workflow Orchestrator is a tool that uses MeTTa scripts to manage and coordinate multiple AI services in a sequence on the SingularityNET platform. It helps developers create complex applications by linking services, like image recognition followed by text generation, in a secure, decentralized way. This tool simplifies building sophisticated AI workflows, making it easier for developers to innovate and for the platform to grow. It’s designed to fit into SingularityNET’s mission of advancing Artificial General Intelligence (AGI) and boosting community collaboration.

Detailed Idea

Alignment with DF goals (BGI, Platform growth, community)

The MeTTa-Based Decentralized Workflow Orchestrator aligns strongly with DeepFunding’s goals of advancing Benevolent General Intelligence (BGI), fostering Platform Growth, and strengthening the Community. For BGI, it enhances Hyperon’s capabilities via MeTTa, supporting safe AGI development by making complex workflows more reliable and transparent. For Platform Growth, it attracts developers by simplifying application creation, boosting service diversity and usage, which can drive revenue through AGIX tokens. For Community, it provides a practical tool for developers, fostering collaboration and knowledge sharing, and serves as an educational resource for new contributors. This idea is crucial for advancing SingularityNET’s ecosystem by making AI service integration more efficient and accessible, with an unexpected benefit of enabling self-adaptive workflows that adjust based on real-time data.

Problem description

Developers face challenges in managing workflows that involve multiple AI services on SingularityNET. Manually coordinating these services is time-consuming, error-prone, and risky, leading to inefficiencies and security issues. This high barrier to entry limits the creation of sophisticated applications, hindering platform growth and community engagement, as developers may avoid the complexity involved.

Proposed Solutions

The solution is to develop a MeTTa script library and an orchestration engine. The library will let developers define workflows in MeTTa, specifying service sequences and parameters, while the engine executes them securely across SingularityNET. It’ll be built in phases: designing the MeTTa API, developing the engine, integrating with the platform using the GoLang SDK, testing with various scenarios, and providing documentation with examples. Expected to take 2-4 months, it’ll deliver a robust tool to simplify workflow management, boosting adoption and community use.

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