v0.3.0

0.3.0 (2024-11-06)

Changlog

Added

• ragbits-guardrails v0.3.0:
  • Initial release of the package (#169).
  • First guardrail with OpenAI Moderation.

Changed

• ragbits-cli updated to version v0.3.0
• ragbits-document-search updated to version v0.3.0
  • Add location metadata to documents ingested into DocumentSearch (#122).
  • Add LiteLLM Reranker (#109).
  • ragbits-core updated to version v0.3.0
  • refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
  • refactor: change the type in from_source method to Source (#156).
  • refactor: unified API for text representations of Element models (#171).
• ragbits-evaluate updated to version v0.3.0
• ragbits-core updated to version v0.3.0
  • Observability toolset, with initial support to export traces to OpenTelemetry (#168)
  • CLI commands to render / exec prompts (#146)
  • Support of images in Prompt abstractions (#149)
  • Support for different MetadataStores in VectorStore (#144)
  • Now LLMs can be configured separately for vision, text and structured. (#153)
  • refactor: Add dynamic loading for modules that depend on optional dependencies (#148).
  • refactor: Refactor vector store public API. (#151)

New Contributors

• @kdziedzic68 made their first contribution in #149
• @ds-ragbits-robot made their first contribution in #176

Full Changelog: v0.2.0...v0.3.0

v0.2.0

0.2.0 (2024-10-23)

Added

• ragbits-evaluate v0.2.0:
  • Initial release of the package (#91).
  • Evaluation pipeline framework with capability to define evaluators & metrics.
  • Evaluation pipeline for ragbits-document-search.

Changed

• ragbits-cli updated to version v0.2.0
  • Improved performance by lazy-loading the modules (#111 #113 #120)
• ragbits-document-search updated to version v0.2.0
  • Creation of DocumentSearch instances from config (#62).
  • Automatic detection of document type (#99).
  • LLM-based query rephrasing (#115).
  • Batch ingestion from sources (#112).
  • Support to image formats (#121).
  • HuggingFace sources (#106).
• ragbits-core updated to version v0.2.0
  • Project README.md (#103).
  • Listing entries API for VectorStores (#138).
  • Overrides for prompt discovery configurable in pyproject.toml file (#101).
  • Default LLM factory configurable in pyproject.toml file (#101).
  • Fixed bug in chromadb while returning multiple records (#117).
  • Fixed bug in prompt rendering for some pydantic models (#137).