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Generating Knowledge Graphs with IBM Granite

Generating Knowledge Graphs with IBM Granite

Created by team Emerald on February 23, 2025

Utilized IBM granite instruct and code models to extract themes and relationships from documents. Intuitive visual representation of document data Easily identify key themes and connections for research and analysis Downstream tasks: Recommendation Systems Data Integration Semantic Search Industries: Education Finance Policy More… Successfully extracted themes and relationships using Granite model and generated Cypher queries for knowledge graph generation in Neo4j Challenges: Given the non-deterministic nature of LLMs Granite code instruct does not always generate a valid query. Future Work: Refining prompts for better/ more predictable and structured outputs from model

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Spec6: The enterprise intelligence operator

Spec6 is a semi-autonomous AI system for enterprises that collects, monitors, and analyzes live market, competitor, trust, and risk data, then turns it into decision-ready intelligence through chat, memory, triggers, and continuous monitoring.

Unknown wrinkle

Bright Data Proxy NetworkskiroCloudflare Workers AIClaude Code

PriceGhost: Dynamic Pricing Forensic Exposé

PriceGhost exposes corporate dynamic pricing discrimination by coordinating 10 global residential proxies, scraping prices simultaneously, running Gini/Mann-Whitney statistical tests, generating cryptographically signed courtroom-ready evidence dossiers.

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Bright Data Web Scraper APIBright Data Scraping BrowserAI/ML APIFeatherlessCogneetriggerware

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Briefing Forge turns live web data into source-backed briefs for meetings, sponsor research, and market intelligence. Built for the Bright Data hackathon.

AAA

AI/ML APIBright Data Web Scraper APIBright Data SERP API

RevDev

CaliSignal is an AI SDR platform that uses Bright Data live web signals to find California startups entering a buying window, score ICP fit, map stakeholders, and generate outbound workflows for faster GTM action.

Velavaio

AI/ML APIAntigravityBright Data SERP APIBright Data Web Scraper APIBright Data MCP ServerBright Data DatasetsClaude CodeCogneeGPT-4kiroLangChaintriggerware

AI app: Generating Knowledge Graphs with IBM Granite for Generative AI Hackathon with IBM