mdhabibi/llm-search-handbook

Proofreading pass: fix typos and improve clarity in one chapter about 7 hours ago

documentation good first issue

0

A beginner-to-expert, open-source course on Large Language Models & Semantic Search — keyword search, embeddings, dense retrieval, vector databases, re-ranking, hybrid search, evaluation, and RAG — with intuitive lessons, runnable notebooks, and a free e-book.

Jupyter Notebook

#bm25#course#dense-retrieval#education#embeddings#faiss#information-retrieval#large-language-models#machine-learning#nlp#python#rag#reranking#retrieval-augmented-generation#semantic-search#sentence-transformers#tutorial#vector-database

Add doctest examples to the metrics in src/metrics.py about 7 hours ago

documentation good first issue

mdhabibi/llm-search-handbook

0

A beginner-to-expert, open-source course on Large Language Models & Semantic Search — keyword search, embeddings, dense retrieval, vector databases, re-ranking, hybrid search, evaluation, and RAG — with intuitive lessons, runnable notebooks, and a free e-book.

Jupyter Notebook

#bm25#course#dense-retrieval#education#embeddings#faiss#information-retrieval#large-language-models#machine-learning#nlp#python#rag#reranking#retrieval-augmented-generation#semantic-search#sentence-transformers#tutorial#vector-database

Grow the evaluation set: add labeled queries to data/eval_queries.json about 7 hours ago

documentation good first issue

mdhabibi/llm-search-handbook

0

A beginner-to-expert, open-source course on Large Language Models & Semantic Search — keyword search, embeddings, dense retrieval, vector databases, re-ranking, hybrid search, evaluation, and RAG — with intuitive lessons, runnable notebooks, and a free e-book.

Jupyter Notebook

#bm25#course#dense-retrieval#education#embeddings#faiss#information-retrieval#large-language-models#machine-learning#nlp#python#rag#reranking#retrieval-augmented-generation#semantic-search#sentence-transformers#tutorial#vector-database

Add a mock-encoder unit test for SemanticSearch about 7 hours ago

enhancement good first issue

mdhabibi/llm-search-handbook

0

A beginner-to-expert, open-source course on Large Language Models & Semantic Search — keyword search, embeddings, dense retrieval, vector databases, re-ranking, hybrid search, evaluation, and RAG — with intuitive lessons, runnable notebooks, and a free e-book.

Jupyter Notebook

#bm25#course#dense-retrieval#education#embeddings#faiss#information-retrieval#large-language-models#machine-learning#nlp#python#rag#reranking#retrieval-augmented-generation#semantic-search#sentence-transformers#tutorial#vector-database

Open Issues Need Help