v0.5.0

RAGTools v0.5.0

Diff since v0.4.0

No breaking changes.

Updated

• PromptingTools compat increased (RT experimental module is now fully removed)

Merged pull requests:

• Update compat for PT (#18) (@svilupp)

v0.4.0

RAGTools v0.4.0

Diff since v0.3.1

No breaking changes.

Updated

• Increased PromptingTools compat to v0.74.2 to enable new models.

Merged pull requests:

• Updated compats (#17) (@svilupp)

v0.3.1

RAGTools v0.3.1

Diff since v0.3.0

Added

• docs: Contribute section to the README.

Refactored

• chore: format files using JuliaFormatter.jl.
• refactor: split types.jl into separate files (types/candidate_chunks.jl, types/document_term_matrix.jl, type/index.jl, types/rag_result.jl) to improve readability and ease contribution. This is an internal refactoring that should have no functional impact on users, but is noted here in case any issues arise.

Commits

Merged pull requests:

• Format files with Julia formatter (#13) (@pabvald)
• Split types.jl in different files to improve readability and ease contribution (#16) (@pabvald)

v0.3.0

RAGTools v0.3.0

Diff since v0.2.1

Breaking Changes

Added

• Added ReciprocalRankFusionReranker and associated rerank method for hybrid retrieval (MultiIndex with embeddings and keywords indices referring to the same chunks).

Commits

Merged pull requests:

• Add RRF for hybrid indices (#11) (@svilupp)

v0.2.1

RAGTools v0.2.1

Diff since v0.2.0

Breaking Change

Fixed

• Fixed find_closest to pass kwargs to bm25 to allow for normalization of scores
• Fixed a bug in ChunkEmbeddingsIndex where users couldn't create a bitpacked index with embeddings of type BitMatrix (to use finder=BitPackedCosineSimilarity())

Commits

Merged pull requests:

• Pass find_similar kwargs to bm25 function (#10) (@svilupp)

v0.2.0

RAGTools v0.2.0

Diff since v0.1.1

### Breaking Changes

Added

• Progress bar for get_embeddings given it can take a while for large documents (new dependency ProgressMeter.jl, but extremely lightweight). Make sure to set kwargs to embedder_kwargs=(;verbose=true) to see it.

Updated

• Increased PromptingTools compat to v0.73

Commits

Merged pull requests:

• Add ProgressMeter for embedding (#8) (@svilupp)
• Update PT compat (#9) (@svilupp)

v0.1.1

RAGTools v0.1.1

Diff since v0.1.0

v0.1.0

RAGTools v0.1.0

Merged pull requests:

• Update project.toml + README (#2) (@svilupp)
• Update README.md (#3) (@svilupp)
• Initialize the package (#4) (@svilupp)