Skip to content

Official Repo of the "Language Models and Structured Knowledge in AI" Talk at the 4th Inria-DFKI European Summer School on AI (IDESSAI 2024)

Notifications You must be signed in to change notification settings

gerritgr/LLMSummerSchool

Repository files navigation

Header Image

Official Repo of the "Language Models and Structured Knowledge in AI" Talk at the 4th Inria-DFKI European Summer School on AI (IDESSAI 2024).

Content

 

Solution notebook can be found here.

Theoretical Part:

  • 🦜 Overview of integrating LLMs with structured knowledge (graphs)
  • 🧩 Knowledge graphs as both input and output for LLMs
  • πŸš€ Utilizing knowledge graphs during training and inference phases
  • πŸ… Enhancing knowledge graphs with LLMs and improving LLMs through knowledge graphs

Hands-on Part:

  • πŸ“š PART I: Retrieval-Augmented Generation (RAG) RAG System
  • πŸ•ΈοΈ PART II: RAG with Knowledge Graphs & Cypher Query Language
  • πŸ€– PART III: LLM-Derived Cypher Queries (Text2Cypher RAG)
  • 🧠 PART IV: LLM-Derived Knowledge Graphs (GraphRAG)

You can give anonymous feedback at tellonym.me/llmsummerschool

References

Surveys

Tutorials

All

About

Official Repo of the "Language Models and Structured Knowledge in AI" Talk at the 4th Inria-DFKI European Summer School on AI (IDESSAI 2024)

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published