v5.0.0

🎈🎉🥳 We're excited to announce the release of txtai 5.0! 🥳🎉🎈

Thank you to the txtai community! Please remember to ⭐ txtai!

txtai 5.0 is a major new release. This release adds the semantic graph along with enabling external integrations. It also adds a number of improvements and bug fixes.

New Features

• Add scoring-based search (#327)
• Add notebook demonstrating functionality of individual embeddings components (#328)
• Add SQL expression columns (#338)
• Add semantic graph component (#339)
• Add notebook covering Semantic Graphs (#341)
• Add graph documentation (#343)
• Allow custom ann, database and graph instances (#344)

Improvements

• Clarify embeddings.save documentation (#325)
• Modify embeddings search candidate default logic (#326)
• Update console to conditionally import library (#333)
• Update ANN package to make terminology more consistent (#334)
• Support non-text document elements in Applications (#335)
• Update workflow documentation to note generator execution (#336)
• Update audio transcription notebook to include example with OpenAI Whisper (#345)

Bug Fixes

• Calling scoring.index with no tokens parsed results in error (#337)
• Fix cached_path error with transformers v4.22 (#340)
• Fix docker command "--it". Thank you to @lipusz! (#346)
• Error loading compressed indexes in console bug (#347)