IncarnaMind (
https://github.com/junruxiong/IncarnaMind) can chat with your private documents (PDF, TXT) using Large Language Models (LLMs) like GPT. While OpenAI has recently launched a fine-tuning API for GPT models, it doesn't enable the base pretrained models to learn new data, and the responses can be prone to factual hallucinations. The dynamic Sliding Window Chunking mechanism and Emsemble Retriever enable efficient querying of both fine-grained and coarse-grained information within ground truth documents to augment the LLMs.
