v0.13.0

0.13.0 (2025-04-02)

Changed

• ragbits-cli updated to version v0.13.0
• ragbits-conversations updated to version v0.13.0
• ragbits-document-search updated to version v0.13.0
• ragbits-evaluate updated to version v0.13.0
• ragbits-guardrails updated to version v0.13.0
• ragbits-core updated to version v0.13.0

v0.12.0

0.12.0 (2025-03-25)

Changed

• ragbits-cli updated to version v0.12.0
• ragbits-conversations updated to version v0.12.0
• ragbits-document-search updated to version v0.12.0
• ragbits-evaluate updated to version v0.12.0
• ragbits-guardrails updated to version v0.12.0
• ragbits-core updated to version v0.12.0

v0.11.0

0.11.0 (2025-03-25)

Changed

• ragbits-cli updated to version v0.11.0
• ragbits-conversations updated to version v0.11.0
• ragbits-document-search updated to version v0.11.0
• ragbits-evaluate updated to version v0.11.0
• ragbits-guardrails updated to version v0.11.0
• ragbits-core updated to version v0.11.0

v0.10.2

0.10.2 (2025-03-21)

Changed

• ragbits-cli updated to version v0.10.2
• ragbits-conversations updated to version v0.10.2
• ragbits-document-search updated to version v0.10.2
• ragbits-evaluate updated to version v0.10.2
• ragbits-guardrails updated to version v0.10.2
• ragbits-core updated to version v0.10.2

v0.10.1

0.10.1 (2025-03-19)

Changed

• ragbits-cli updated to version v0.10.1
• ragbits-conversations updated to version v0.10.1
• ragbits-document-search updated to version v0.10.1
• ragbits-evaluate updated to version v0.10.1
• ragbits-guardrails updated to version v0.10.1
• ragbits-core updated to version v0.10.1

v0.10.0

0.10.0 (2025-03-17)

Changed

• ragbits-cli updated to version v0.10.0
• ragbits-conversations updated to version v0.10.0
• ragbits-document-search updated to version v0.10.0
• ragbits-evaluate updated to version v0.10.0
• ragbits-guardrails updated to version v0.10.0
• ragbits-core updated to version v0.10.0

v0.9.0

0.9.0 (2025-02-25)

Changed

• ragbits-cli updated to version v0.9.0
• ragbits-conversations updated to version v0.9.0
  • Add support to persisting history of conversations using sqlalchemy (#354).
• ragbits-document-search updated to version v0.9.0
  • Add MultiQueryRetrieval (#311).
  • Add AWS S3 source integration (#339).
  • Add Azure BlobStorage source integration (#340).
• ragbits-evaluate updated to version v0.9.0
  • Add cli for document search evaluation added (#356)
  • Add local data loader (#334).
• ragbits-guardrails updated to version v0.9.0
• ragbits-core updated to version v0.9.0
  • Rename "default configuration" to "preferred configuration" (#361).
  • Allow to pass str or dict to LLM.generate() (#286)
  • Fix: changed variable type from Filter to WhereQuery in the Qdrant vector store in list method.

v0.8.0

0.8.0 (2025-01-29)

Changed

• ragbits-cli updated to version v0.8.0
• ragbits-conversations updated to version v0.8.0
• ragbits-document-search updated to version v0.8.0
  • DocumentSearch ingest accepts now a simple string format to determine sources; for example gcs://bucket/* (#264).
  • New CLI command to ingest documents (#305).
  • Add support for rerankers library (#284).
• ragbits-evaluate updated to version v0.8.0
• ragbits-guardrails updated to version v0.8.0
• ragbits-core updated to version v0.8.0
  • Add support for pgvector as VectorStore (#267).

v0.7.0

0.7.0 (2025-01-21)

Changed

• ragbits-cli updated to version v0.7.0
• ragbits-conversations updated to version v0.7.0
  • Added last message recontextualization (#271).
• ragbits-document-search updated to version v0.7.0
  • Add CLI command to perform search on DocumentSearch instance (#290).
  • New way to initialize DocumentSearch instances (#277).
  • ragbits-core updated to version v0.7.0
• ragbits-evaluate updated to version v0.7.0
  • Simplified interface to document-search evaluation (#258).
• ragbits-guardrails updated to version v0.7.0
• ragbits-core updated to version v0.7.0
  • Add nice-looking CLI logging for audit module (#273).
  • Add support for returning metadata from LLMs (#274).
  • Fix: limiting in qdrant vector store (#282).
  • Refactor: remove LLM client abstraction and lift it up to LLM (#270).

v0.6.0

0.6.0 (2024-12-27)

Changed

• ragbits-cli updated to version v0.6.0
  • Better error handling when dynamic importing fails in the CLI (#259).
  • Add option to choose what columns to display in the output (#257).
• ragbits-core updated to version v0.6.0
  • Add option to pass LiteLLM router to LLM instances (#262).
  • Add commands to browse vector stores (#244).
  • Implement generic Options class (#248).
  • Fix LiteLLM crash in python 3.13 (#245).
• ragbits-document-search updated to version v0.6.0
• ragbits-evaluate updated to version v0.6.0
• ragbits-guardrails updated to version v0.6.0