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Technology

Machine Learning (ML)

Enables the following Capabilities
AI does the heavy-lifting for subject matter experts
AI automated tagging in Production
Feedback loop for AI training corpus
Auto-tagging AI that learns on-the-fly
Knowledge Graph intelligence available via LLM AI interfaces
Metadata is part of a feedback loop to optimize AI RPA training
Used in the following Interventions
Integrate AI Automated Tagging
Integrate an automated tagging solution that applies metadata in the form of "annotations" or "tags" to content automatically.
Other technologies used
Automated Content Tagging using Artificial Intelligence (AI)
Artificial Intelligence (AI)
Large Language Model (LLM) AI
Artificial Intelligence (AI) Text Classification
Generate a "Silver Corpus" for AI training
A "Silver Corpus" is an efficient bootstrapping approach to creating a precursor to a "golden corpus" in order to train an AI process efficiently.
Other technologies used
Training Corpus
Integrate a Large Language Model (LLM) AI with a Knowledge Graph
Connect a Large Language Model AI service with a knowledge graph so that the information source is scoped and accurate. This provides a reliable information repository for using the LLM in a specific business area.
Other technologies used
Large Language Model (LLM) AI
Retrieval-Augmented Generation (RAG) with LLMs
Knowledge Graphs
Integrate ChatGPT with a Knowledge Graph
Integrate the popular LLM AI "ChatGPT" with a Knowledge Graph, so that an organization can use its own scoped and structured knowledge to provide the reference information for the AI.
Other technologies used
Large Language Model (LLM) AI
KGaaS - Knowledge Graph as a Service
ChatGPT - the LLM AI Product by OpenAI
Knowledge Graphs
Deploy a RAG LLM stack with a Knowledge Graph
Use a Knowledge Graph as the source for information retrieval to provide the LLM with correct, scoped, and contextual information.
Other technologies used
GraphRAG
Artificial Intelligence (AI)
Large Language Model (LLM) AI
Retrieval-Augmented Generation (RAG) with LLMs
Used in these Projects
The Resolute Square Linked Media Platform
We worked with Resolute Square, a Public Benefit Corporation (PBC) started by The Lincoln Project, to deliver their media platform capability using a Content Graph
The Resolute Square Linked Media Platform
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