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Project & Reading Plan
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Module 1
Foundations of Hybrid Search in Node.js
1
Optimizing Synchronous Data Processing in Node.js
Identify performance bottlenecks caused by synchronous, on-the-fly data processing in a Node.js application.
2
Cosine Similarity for Vector Search
Calculate cosine similarity between a query vector and an array of document vectors in memory.
3
Keyword Ranking for In-Memory Text Documents
Implement a keyword-based ranking algorithm for an array of text documents in memory.
4
Hybrid Search with Reciprocal Rank Fusion
Combine keyword scores and vector similarity scores using Reciprocal Rank Fusion (RRF) to produce a hybrid search result.
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