MeTTa-Driven KG Service with LLM Integration

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ivan reznikov
Project Owner

MeTTa-Driven KG Service with LLM Integration

Funding Awarded

$50,000 USD

Expert Review
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Status

  • Overall Status

    🛠️ In Progress

  • Funding Transfered

    $0 USD

  • Max Funding Amount

    $50,000 USD

Funding Schedule

View Milestones
Milestone Release 1
$5,000 USD Pending TBD
Milestone Release 2
$15,000 USD Pending TBD
Milestone Release 3
$20,000 USD Pending TBD
Milestone Release 4
$10,000 USD Pending TBD

Project AI Services

No Service Available

Overview

This proposal is structured to align with the requirements of the RFP for the MeTTa-Driven Knowledge Graph Service with LLM Integration. Our goal is to develop a service on the SingularityNET platform, integrating a custom knowledge graph builder with LLM capabilities. This service will allow natural language querying and intelligent insights extraction through Neo4j, making data analysis more accessible and user-friendly.

Proposal Description

How our project will contribute to the growth of the decentralized AI platform

Our project will significantly enhance the AI platform's capabilities by introducing a sophisticated Knowledge Graph Service integrated with Large Language Models (LLM). This service will enable more intuitive and effective data interaction, promoting wider accessibility and usability of AI technologies. By allowing users to query complex data using natural language, we're expanding the platform's functional range and making advanced data analysis more accessible to a broader user base.

New AI services

No

Existing AI Services

Yes

Names of the existing services

Neo4j for Knowledge Graph ManagementLLMs for Data PreprocessingSingularityNET's AI Services IntegrationMeTTa-Motto Library

The core problem we are aiming to solve

The primary problem our project addresses is the complexity and inaccessibility of sophisticated data analysis for users who need technical expertise. Interacting with complex data sets requires specialized knowledge, limiting the user base. Our service will democratize access to this data by providing an intuitive natural language interface.

Our specific solution to this problem

We understand the need for a service that not only integrates advanced knowledge graph technology with natural language processing but also aligns with the SingularityNET platform, specifically using MeTTa-Motto for data processing and query interpretation. Our focus is on creating a service that is intuitive for users, allowing them to interact with complex data in a straightforward manner.Our solution is a custom Knowledge Graph Service that leverages LLM for natural language processing, integrated with Neo4j. This service will preprocess data from the Standard Template Construct for ingestion into Neo4j, allowing users to build custom knowledge graphs. The integrated LLM will interpret natural language queries and convert them into queries for Neo4j, thus facilitating intelligent data exploration. This approach will make complex data analysis more accessible and intuitive.

Existing resources we will leverage for this project

Yes

What we still need besides budget?

No

The competition and our USPs

Yes

Open Source Licensing

none

Proposal Video

Placeholder for Spotlight Day Pitch-presentations. Video's will be added by the DF team when available.

  • Total Milestones

    4

  • Total Budget

    $50,000 USD

  • Last Updated

    17 May 2024

Milestone 1 - Knowledge Graph Creation

Status
🧐 In Progress
Description

Development of a MeTTa-Driven Knowledge Graph incorporating STC data.

Deliverables

A functional bespoke knowledge graph system.

Budget

$5,000 USD

Link URL

Milestone 2 - Integration Of KGs & LLMs

Status
😐 Not Started
Description

Integrating LLMs for preprocessing STC data and enabling natural language query capabilities.

Deliverables

An LLM-integrated system with natural language query functionality.

Budget

$15,000 USD

Link URL

Milestone 3 - Implementation Of SNET Services

Status
😐 Not Started
Description

Developing a web interface for service access and integrating Neo4j for intelligent data querying.

Deliverables

A web-based frontend and a fully integrated Neo4j system.

Budget

$20,000 USD

Link URL

Milestone 4 - Payment Integration

Status
😐 Not Started
Description

Finalizing the service with AGIX payment integration and thorough testing.

Deliverables

A complete operational service with AGIX payment system and robust testing.

Budget

$10,000 USD

Link URL

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Reviews & Rating

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2 ratings
  • 1
    user-icon
    Walter WaKa
    Feb 9, 2024 | 9:01 AM

    Overall

    3

    • Feasibility 5
    • Viability 4
    • Desirabilty 3
    • Usefulness 2
    Solid proposal, but for me no open source no go

    The proposer is highly qualified and knows the environment and the tooling rather well. To folks deep within MeTTa and Open Cog it must all fit, but I have to go on what's in the actual proposal.

    It would help my evaluation to hear more functional detail than an NLP front end to query Neo4j. A part of an ongoing development, but no hint where and how.  And to reiterate, I have little interest in a technology grant that's not OSS.

  • 0
    user-icon
    Anthony Oliko
    Feb 8, 2024 | 10:08 AM

    Overall

    4

    • Feasibility 5
    • Viability 5
    • Desirabilty 4
    • Usefulness 4
    Knowledge Graphs and LLMs, what\'s not to love.

    pending...

Summary

Overall Community

3.5

from 2 reviews
  • 5
    0
  • 4
    1
  • 3
    1
  • 2
    0
  • 1
    0

Feasibility

5

from 2 reviews

Viability

4.5

from 2 reviews

Desirabilty

3.5

from 2 reviews

Usefulness

3

from 2 reviews