Zakk-Yang/nexusync
Intuitive RAG system on top of LllamaIndex
Here's a technical summary: Supports automatic directory-based indexing with incremental updates and syncing of document deletions across multiple formats (PDF, DOCX, EPUB, JSON, etc.), with configurable chunking strategies. Provides dual-backend architecture enabling both offline privacy-preserving inference via Ollama and cloud-hosted operations through OpenAI APIs, with interchangeable embedding models from HuggingFace or OpenAI. Built on LlamaIndex's retrieval pipeline with Chroma vector storage, supporting conversational interfaces and customizable prompt templates for multi-turn interactions.
No commits in the last 6 months. Available on PyPI.
Stars
15
Forks
4
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Nov 08, 2024
Monthly downloads
80
Commits (30d)
0
Dependencies
13
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