Welcome to Textra Insights’s documentation!

Table:

• Introduction
  • 1.Input
  • 2.Enhancement
  • 3.Information Extraction
  • 4.Categorization
  • 5.Reporting to the journal book
• Team
  • Supervisors
  • Membres
• Information Extraction
  • 1.Using a VLM :
  • 2.Using LLM :
  • 3.Benchmarking :
• Categorization
  • 1.Data Preparation
  • 2.Raw Definitions
  • 3.Different Approaches
  • 4.Evaluation Strategy
  • 4.1 Grounding Truth
  • 4.2 How to bechmark
  • 5.Raw definitions ⚡ Refined definitions
  • 6.Benchmark Multiple Embedding Models
  • 7.Fine-tuning the Embedding Model
  • 8.Final Pipeline
• 🚀 Deployment
  • Deploying Your FastAPI Applications on Huggingface Via Docker