v0.4.2 - reduce DB connections

add delete nodes by group_id (#217)

* add delete nodes by group_id

* remove unused imports

* bump version

v0.4.1 - improve full text edge search performance

Update edge search (#216)

* update edge fulltext search

* bump version

v0.4.0 - Add reflexion and reduce ingestion and search latency

• add_episode now uses reflexion to achieve more accurate results during graph creation
• add_episode and search should now have reduced latency

v0.3.21 - handle empty search queries

return no results with empty search string (#206)

* return no results with empty search string

* update

* bump version

v0.3.20 - add bulk write operation and optional parallel runtime

Bulk add nodes and edges (#205)

* test

* only use parallel runtime if set to true

* add and test bulk add

* remove group_ids

* format

* bump version

* update readme

v0.3.19 - fix embedder issue

v0.3.19 - fix embedder issue

v0.3.18 - Update reranker limits

What's Changed

• Update reranker limits by @prasmussen15 in #203

Full Changelog: v0.3.17...v0.3.18

v0.3.17 - Add cross_encoder reranking and bfs search

v0.3.17 - Add cross_encoder reranking and bfs search

v0.3.16 - Use session search

What's Changed

• Use sessions search by @prasmussen15 in #197
• chore: Bump version by @paul-paliychuk in #198

Full Changelog: v0.3.15...v0.3.16

v0.3.15 - Default Database Load Env Fix

What's Changed

• load env in helper file by @prasmussen15 in #196

Full Changelog: v0.3.14...v0.3.15