czelabueno / langchain4j-workflow-examples

Multiple advanced AI papers implementation on Java using LangChain4j-workflow lib 🦜☕

LangChain4j-workflow Examples

This repo have multiple advanced LLM examples using langchain4j-workflow and langchain4j libs.

LLM examples

Please note that examples can be modified and more examples will be added over time.

MoA

• Mixture-of-Agents (MoA):
  • Java example: langchain4j-moa
  • Based on Paper: https://arxiv.org/pdf/2406.04692

RAG

• Corrective RAG (CRAG):
  • Java example: langchain4j-corrective-rag
  • Based on Paper: https://arxiv.org/pdf/2401.15884
• Adaptive RAG:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2403.14403
• Self RAG:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2310.11511
• Modular RAG:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2312.10997v1

Agent Architectures

• Multi-agent Collaboration:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2308.08155
• Agent Supervisor:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2308.08155
• Planning Agents:
  • Java example: Very soon
  • Based on Paper: https://arxiv.org/pdf/2305.04091

Put more examples here..

How contribute?

If you want to contribute with more examples, please follow the steps below:

• Fork this repo
• Create a new branch
• Add your example
• Create a PR
• Wait for the review
• After revision your PR can be merged =)
• Done!

Thank you for your contribution! 🚀