Semanlink - Machine learning ; Information retrieval: techniques AND Sample code

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faiss - gensim - huggingface / transformers - Identification of similar documents - Keras - Keyword/keyphrase extraction - LlamaIndex - LLM + Code - NLP and Search - NLP sample code - RAG (Retrieval-Augmented Generation) - Sample code - Semantic Search - Twitter thread - Word embeddings -

Machine learning ; Information retrieval: techniques AND Sample code

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8 Documents

Akshay 🚀 sur X : "Let's build a "Chat with your code" RAG application, step-by-step"

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2024-03-09 About

Full-stack RAG with Jina Embeddings v2 and LlamaIndex

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2023-12-23 About

How to Build a Semantic Search Engine With Transformers and Faiss | by Kostas Stathoulopoulos | Towards Data Science

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2022-01-29 About

Finding similar documents with transformers · Codegram

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2020-07-10 About

How to use pre-trained word vectors from Facebook’s fastText

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2017-11-25 About

Using Gensim Word2Vec Embeddings in Keras | Ben Bolte's Blog

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2017-10-23 About

Automated Keyword Extraction – TF-IDF, RAKE, and TextRank (Less Than Dot - Blog)

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2017-06-13 About

An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec

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2017-06-09 About