GitHub user simon824 edited a discussion: HugeGraph Integrates with LLMs and 
Data Ecosystems

[LangChain](https://github.com/hwchase17/langchain) is a framework for 
developing applications powered by language models. It enables applications 
that are:
- Data-aware: connect a language model to other sources of data
- Agentic: allow a language model to interact with its environment

We created https://github.com/hwchase17/langchain/pull/7132 to make HugeGraph 
integrates with LangChain

We can:
1. Use Langchain to combine HugeGraph's schema and natural language to generate 
gremlin/cypher , and then execute query operations on HugeGraph.
2. Use the result returned by hugegraph to supplement the context of the 
answer, and send it to LLM as a prompt.

`User document` about using hugegraph in  langchain :
https://python.langchain.com/docs/modules/chains/additional/graph_hugegraph_qa

Let's discuss here if you are interested in the integration of graph databases 
and large language models.


GitHub link: https://github.com/apache/incubator-hugegraph/discussions/2251

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