7th October 2023

nChain 0.12 Release unveils a Python package specifically crafted for creating LLM bots over a flexible and extensible dataset.

Features & Enhancements:

1. Sentence Transformers Embedding: By harnessing the capabilities of sentence_transformers, nChain delivers superior text embeddings. This integration ensures that your textual data is transformed into accurate and high-quality vector representations.
2. Annoy Index for Embedding Search: With nChain, search operations are a breeze, thanks to the integration of the Annoy index. This feature promises swift and precise searches, streamlining the embedding retrieval process.
3. ArXiv Paper Search Example: To offer a glimpse into the practical potential of nChain, we have incorporated an example that demonstrates its prowess in searching through arXiv papers. This hands-on experience reveals the precision and efficiency that is the hallmark of nChain.

For an in-depth exploration of this release, we recommend visiting the Github readme and the Github release notes.