/langchain

Langchain usage and its applications

Primary LanguageJupyter Notebook

🦜⛓️ langchain

Langchain usage and its applications

Learning key features in langchain framework

In langchain.ipynb, is for learning langchain, you will get through following key features.

  • Prompt template
  • Chain: Combine LLMs and propmpts in multi-step workflows
  • Agents: Dynamically Call Chains Based on User Input
  • Memory: The Memory module gives you a way to maintain application state (contextualize) get started with running langchain.ipynb

Reference: langchin quickstart

Application module

  • docsGPT: Analysis of unstructured PDF files and return panel specification in JSON representations
  • searchGPT: Let LLM can inference a sequence of questions combine with searpAPI.

Demonstration

running demo.ipynb to see a simple demo of langchain can do.