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Semantic Search

FileMaker Week Rome · 2024 · Matt Navarre · 10 slides

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Slide 1

Slide 1

  • Semantic Search
  • AI Integration
  • FileMaker Feature Update
Slide 2: Who I am

Slide 2Who I am

  • Passionate FileMaker trainer
  • Expert FileMaker developer
  • Certified in FM versions 7 to present
  • Founded 3 companies
  • FBA Awards, conference sessions, Meetups
  • ClarisTalk AI podcast with Cris Ippolite

I’m not an attorney ^

Slide 3: What I do

Slide 3What I do

  • Free training series
  • Two hour classes for $99
  • Champion Class coming January 7th
  • Mentoring & Coaching
  • matt@navarre.training
Slide 4: Agenda

Slide 4Agenda

  • Brief slides ~ 15 minutes
  • Live integration into your systems ~ 1 hour
  • 10 minute break
  • Continue integration ~ 1 hour
  • Q&A ~ remainder
Slide 5: AI Concepts

Slide 5AI Concepts

  • Semantic Search
  • Generative AI
  • Natural Language Processing
  • Language Translation
  • Machine Learning
  • Has been in FM for years
Slide 6: Search

Slide 6Search

  • Lexical
  • Search for exact matches in structured data
  • Semantic
  • Search based on meaning, context, and related words
Slide 7: Semantic Search

Slide 7Semantic Search

  • Configure AI Account
  • Insert Embedding
  • Choose embedding model
  • ie text-embedding-3-small
  • Embed Single record or found set
  • Perform Semantic Find
Slide 8: Today’s work

Slide 8Today’s work

  • Integrate Semantic Search
  • Using OpenAI connection / API key
  • Integrate Generative AI
  • It’s all about the prompt
Slide 9: Semantic Search

Slide 9Semantic Search

  • Configure AI Account
  • Insert Embedding
  • Choose embedding model
  • ie text-embedding-3-small
  • Embed Single record or found set
  • Perform Semantic Find
Slide 10: Let’s Integrate

Slide 10Let’s Integrate