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Tuana Celik

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Using LlamaIndex to Build an Open-Source NotebookLM AlternativeOpen Agent Summit 20252025-10-21
Built an open-source NotebookLM alternative called NotebookLlama that uses LlamaIndex Workflows 1.0 and Llama Cloud (Llama par + Llama extract) to parse PDFs…
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Composing AI Applications as a Graph with HaystackAI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Haystack 2.0 models AI apps as a directed cyclic graph so pipelines can loop and become agentic; components are Python classes with run methods that pass typed…
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Finding the needle: a deep dive into the rewriting of HaystackPyCon US 20242024-05-15
Haystack 2.0 claims a concrete rewrite: components shrink to a single-class decorator plus a run method, with typed outputs and a uniform component interface…
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Everything is a graph, including LLM Applications (and that’s handy)PyCon US 20242024-05-15
Claims that thinking of NLP systems as Haystack pipelines as directed graphs reduces complexity, shows actual components used (embedders, rankers, generators)…
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Building Generative AI ApplicationsAWS Summit Berlin 20232023-05-04
Shows how to attach large language models to real data using retrieval-augmented generation with Haystack, combining an embedding retriever + prompt templates…
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Building LLM-based AgentsPyCon US 20232023-04-19
Claims a reproducible pattern: an LLM (GPT‑4) acting as a decision loop that picks real tools, runs them, and composes answers. Implements Haystack pipelines…
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