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another attempt to make the linter ignore images, even if they are co…
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…mmented out
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jexp committed Sep 2, 2024
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Expand Up @@ -22,7 +22,7 @@ The workflow for Agent Neo is outlined as follows:
. **Similarity and Graph Structuring**: Text embeddings are utilized to identify similar text chunks, which are interconnected using "SIMILAR_TO" relationships to further structure the graph via the Leiden algorithm.
. **Metadata Integration and Feedback Loop**: Session metadata and user feedback are integrated into the graph, enhancing data richness for future queries and analyses.

// image::agent-neo-structure.png[Graph Structure Example, width=600, align="center"]
// im age::agent-neo-structure.png[Graph Structure Example, width=600, align="center"]

== Key enhancements

Expand All @@ -41,7 +41,7 @@ Agent Neo utilizes Graph-RAG technology to offer significant advantages:
* *Explainability & Observability*: Enhances the transparency and explainability of operations by incorporating vectors within a graph structure, moving away from the "black box" nature of traditional models.
* *Rapid Iteration and Integration*: Facilitates quick iterations and seamless integration of diverse data sources through Neo4j’s Label Property Graph, supported by in-platform feature engineering capabilities.

// image::agent-neo.png[Agent Neo Architecture, width=600, align="center"]
// im age::agent-neo.png[Agent Neo Architecture, width=600, align="center"]

== Installation

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