ArikReuter/TopicGPT

Combines document embeddings with HDBSCAN clustering and LLM-powered topic refinement, enabling dynamic topic manipulation through natural language commands like splitting, merging, and RAG-based information extraction. Integrates with OpenAI's GPT-3.5/GPT-4 and Azure endpoints via a single `fit()` method on document corpora. The autonomous agent layer interprets user prompts to select appropriate operations—from topic comparison to keyword-based topic creation—without explicit function calls.

114 stars. No commits in the last 6 months.