CatgirlIntelligenceAgency/code/features-index
2023-08-01 15:02:13 +02:00
..
domain-ranking Move database to a separate module 2023-03-25 15:26:17 +01:00
index-forward (loader) Optimize loader by using zstd's direct streaming writer and the Murmur3_128 string hash 2023-08-01 15:02:13 +02:00
index-journal (loader) Optimize loader by using zstd's direct streaming writer and the Murmur3_128 string hash 2023-08-01 15:02:13 +02:00
index-query Use document generator to complement the document selection. 2023-06-22 17:21:33 +02:00
index-reverse (loader) Optimize loader by using zstd's direct streaming writer and the Murmur3_128 string hash 2023-08-01 15:02:13 +02:00
lexicon (lexicon) Optimize lexicon by using Murmur3_128's hash function 2023-08-01 15:02:13 +02:00
readme.md Update readme.md 2023-03-20 16:27:37 +01:00

Index

These are components that offer functionality for the index-service.

Indexes

There are two indexes with accompanying tools for constructing them.

  • index-reverse is code for word->document indexes. There are two such indexes, one containing only document-word pairs that are flagged as important, e.g. the word appears in the title or has a high TF-IDF. This allows good results to be discovered quickly without having to sift through ten thousand bad ones first.

  • index-forward is the document->word index containing metadata about each word, such as its position. It is used after identifying candidate search results via the reverse index to fetch metadata and rank the results.

These indices rely heavily on the libraries/btree and libraries/array components.

Algorithms

Libraries

  • index-query contains structures for evaluating search queries.
  • index-journal contains tools for writing and reading index data.
  • lexicon contains a mapping between words' string representation and an unique integer identifier.