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Alison Cossette

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RAG at Scale: Logging, Traceability, and the Architecture for ControlAI_dev Europe 20252025-08-28
Live production RAG uses Neo4j to store 15,000 chunks (512-byte chunks with ~20–30 overlap), builds kNN edges, runs kNN + Louvain community detection, and…
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Beyond Vectors: Evolving GenAI through Transformative Tools and MethodsNODES 20242024-11-07
A concrete pipeline: documents from docs, blogs, support and GitHub are split into 512-character chunks, embedded on GCP, stored in Neo4j and linked to URLs…
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Practical GraphRAG Making LLMs smarter with Knowledge GraphsPyBay 20242024-09-21
Shows how GraphRAG combines vector search with a knowledge graph and live demos using Neo4j Workspace and the LLM Graph Builder, ingesting web pages, PDFs and…
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Beyond Vectors: Evolving GenAI through Transformative Tools and MethodsNDC Oslo 20242024-06-10
Built an LLM app called Agent Neo that grounds answers in Neo4j by indexing docs as 512‑char chunks with embeddings (GCP) and retrieving with KNN (cosine…
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Breaking Away from the Empire: Avoiding the Evil Clutches of If-Then StatementsPyCon US 20232023-04-19
A concrete claim: replace nested if‑then routing code with a graph model and query it. The demo loads 2000+ planets via CSV into neo4j + Cypher, uses a…
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