# New GraphAcademy Courses: LLM Fundamentals and Build Chatbot with Python

**URL:** <https://community.neo4j.com/t/new-graphacademy-courses-llm-fundamentals-and-build-chatbot-with-python/65005>\
**Category:** GenAI\
**Created:** [November 17, 2023, 9:34pm UTC](https://community.neo4j.com/t/new-graphacademy-courses-llm-fundamentals-and-build-chatbot-with-python/65005 "2023-11-17T21:34:10Z")\
**Posts on this page:** 1\
**Page:** 1

<div class="post-metadata">

**Author:** ![yolande.poirier](https://sea1.discourse-cdn.com/flex021/user_avatar/community.neo4j.com/yolande.poirier/32/21841_2.png) [@yolande.poirier](https://community.neo4j.com/u/yolande.poirier)\
**Post date:** [November 17, 2023, 9:34pm UTC](https://community.neo4j.com/t/new-graphacademy-courses-llm-fundamentals-and-build-chatbot-with-python/65005/1 "2023-11-17T21:34:10Z")

</div>

We just published two new GraphAcademy courses 🎉:

- [Neo4j and LLM Fundamentals](https://graphacademy.neo4j.com/courses/llm-fundamentals/)

In this course, you will learn how to integrate Neo4j with Generative AI models using [**Langchain**](https://www.langchain.com/).

You will learn why graph databases are a reliable option for grounding Large Language Models (LLMs), using Neo4j to provide factual, reliable information to stop the LLM from giving false information, also known as **hallucination**.

- [Build an Neo4j-backed Chatbot using Python](https://graphacademy.neo4j.com/courses/llm-chatbot-python/)

In this hands-on course, you will use the knowledge gained in the [**Neo4j & LLM Fundamentals course**](https://graphacademy.neo4j.com/courses/llm-fundamentals) to create a Movie Recommendation Chatbot backed by a Neo4j database.

You will take a simple chat interface that repeats the user’s input, and modify it to answer questions about movies via the Neo4j Recommendations Dataset using _GPT 3.5 Turbo_, complete with conversational history.

The chatbot will be able to answer questions like:

- How many movies has Tom Hanks acted in?

- What is the most popular movie in the database?

- Can you recommend a movie for fans of The Matrix and Casino?

At the end of the course, you will have a working chatbot built with [**Streamlit**](https://streamlit.io/).