v0.7.0

• Add support for conversation history (#101)

v0.6.6

Packaging and documentation

• The package is now installable via pypi - https://pypi.org/project/pyllmsearch/
• Added formal documentation - https://llm-search.readthedocs.io/en/latest/

v0.6.5

What's Changed

• Fixed metadata for formats without proper page numbers by @snexus in #104 (issue #103)

Full Changelog: v0.6.4...v0.6.5

v0.6.4

• Fix #100
• Fix formatting

v0.6.3

What's Changed

• Add license - issue #97
• Fix query expansion prompt by @snexus in #98

Full Changelog: v0.6.2...v0.6.3

v0.6.2: Downgrade sentence-transformers due to compatibility issues with Inst…

• Downgrade sentence-transformers to 2.2.2 due to compatibility issues with Instruct embeddings.
• Update Readme

v0.6.1

• Addresses issues #90 and #49
• There are no restrictions now on extension types in the configuration - if the format isn't supported by a built-in parser, it will attempt to parse it using unstructured library. See list of supported formats here - https://unstructured-io.github.io/unstructured/core/partition.html

v0.6.0

What's Changed

• Upgrade dependencies for new Langchain + OpenAI API and test interoperability with LiteLLM + Ollama by @snexus in #87
• Split document base and model configuration, check readme for the latest syntax.

Full Changelog: v0.5.1...v0.6.0

v0.5.1

• Include the capability to generate embeddings from the web UI if they are not available in the local file system

v0.5.0

• Implement multi-query feature (disabled by default), inspired by https://towardsdatascience.com/forget-rag-the-future-is-rag-fusion-1147298d8ad1
• Switch default reranker to a new model - https://huggingface.co/BAAI/bge-reranker-base.
• It is possible to fall back to the orignal reranker (ms-marco-MiniLM) - please consult the config template.