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Update llamaindex.adoc
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jexp authored Feb 28, 2024
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// image::todo.png[width=800]

The RAG Demo uses a knowledge graph of the SEC filings with additional company information with the Neo4j vector index and LangChain to provide a retrieval augmented generation (RAG) chatbot.
LlamaIndex is a popular LLM orchestration framework with a clean architecture and a focus on data structures and models.
It integrates many LLMs as well as vector stores and other indexes and contains tooling for document loading (loader hub) and advanced RAG patterns.

The chatbot can answer questions about the SEC filings and provide additional information about the companies.
LlamaIndex provides a lot of detailed examples for GenAI application development in their https://blog.llamaindex.ai/[blogs^] and https://docs.llamaindex.ai[documentation^].

== Installation

The Demo is available online under: https://neo4j-rag-demo.onrender.com/

== Functionality Includes
The Neo4j integration covers both the vector store as well as query generation from natural language and knowledge graph construction.

== Documentation

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