Llama 2

3 use cases using this technology

3published use cases

3industries

0countries on record

Conversational AI

top AI capability

Evidence mix: High 3 · Medium 0 · Low 0 — bands are computed from each record's evidence signals.

Industry

3 use cases

EducationLarge Language ModelsDocument Intelligence

North Dakota University System builds a GenAI 'Policy Assistant' on Databricks for instant policy search

The North Dakota University System (NDUS) used the Databricks Data + AI Platform with Llama 2/DBRX, Foundation Model APIs, Unity Catalog and AI Search to build 'Policy Assistant,' a GenAI application that synthesizes over 3,000 public policy PDFs so staff can query regulations in plain English and get answers with page references and links in seconds instead of hours. The system cut NDUS's time to bring new data insights to market from one year to six months, 10-20x faster than manual policy search.

North Dakota University SystemLlama 2 · DBRX · Foundation Model APIs +4

MarketingGenerative AIConversational AI

Locala builds a GenAI virtual assistant on Databricks that explains ad campaign data in natural language

Locala, an omnichannel advertising platform, fine-tuned a Llama 2 model on Databricks using MLflow, Lakeflow Jobs and Model Serving to build 'Insights AI,' a virtual assistant that lets planners and clients ask natural-language questions and receive explanations of advertising campaign performance charts and figures. A single data scientist was able to build the tool, which is now used in client-facing sales presentations, and Locala plans to evolve it into a RAG system for broader querying.

LocalaLlama 2 · MLflow · Lakeflow Jobs +4

Technology & SoftwareLarge Language ModelsConversational AI

Crisis Text Line fine-tunes an LLM-powered conversation simulator on Databricks to train crisis counselors

Crisis Text Line, a nonprofit text-based mental health crisis service supporting 1.3 million conversations a year, used Databricks MLflow and fine-tuned versions of Llama 2, trained on synthetic conversation role-plays created by clinical staff, to build an LLM-powered conversation simulator that lets new volunteer crisis counselors practice engagement strategies without real-world repercussions. The simulator has been used by over 50 volunteers and clinicians, and the organization is also developing a conversation-phase classifier to help assess response quality.

Crisis Text LineMLflow · Spark Declarative Pipelines · Unity Catalog +2