Zakk-Yang/nexusync

Intuitive RAG system on top of LllamaIndex

43
/ 100
Emerging

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.

Stale 6m
Maintenance 0 / 25
Adoption 10 / 25
Maturity 18 / 25
Community 15 / 25

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Stars

15

Forks

4

Language

Jupyter Notebook

License

MIT

Last pushed

Nov 08, 2024

Monthly downloads

80

Commits (30d)

0

Dependencies

13

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