โ† ๋งˆ์ผ“
์—์ด์ „ํŠธ ์ฝ”๋“œ ์˜ˆ์ œ

๐Ÿ” Knowledge Graph RAG with Verifiable Citations

A Streamlit application demonstrating how **Knowledge Graph-based Retrieval-Augmented Generation (RAG)** provides multi-hop reasoning with fully verifiable source attribution.

์›๋ณธ ์ˆ˜์ง‘ ยท ์‹คํ–‰ ๋ฏธ๊ฒ€์ฆ

์›์ž‘์ž์™€ ์›๋ณธ ๊ธฐ๋ก

์ถœ์ฒ˜
Shubhamsaboo/awesome-llm-apps
์›๋ณธ ๊ฒฝ๋กœ
rag_tutorials/knowledge_graph_rag_citations/README.md
๊ณ ์ • ์ปค๋ฐ‹ / ์Šค๋ƒ…์ƒท
afb10d491b938eedf35cf79a826c881b84405dfb
ํŒŒ์ผ SHA-256
b93854b3115ec117b7533f0ee58d73dd443305c5696ef7158d865d70f46ce414
์ด์šฉ ์กฐ๊ฑด
Apache-2.0 ยท ๊ณ ์ง€๋ฌธ ๋ณด๊ด€

๋‚ด ์—์ด์ „ํŠธ์˜ ๊ตฌ์„ฑ์œผ๋กœ ์ €์žฅํ•˜๊ธฐ

์–ด๋–ค ๋ฒ„์ „์˜ ์ž๋ฃŒ๋ฅผ ์ฐธ๊ณ ํ–ˆ๋Š”์ง€ ๊ธฐ๋กํ•ฉ๋‹ˆ๋‹ค. ์ ์šฉํ•  ์ˆ˜ ์žˆ๋Š” ์Šคํ‚ฌ์€ ์ง€์นจ์„ ํ™•์ธํ•œ ๋’ค ํ…์ŠคํŠธ ์‹ค์Šต์— ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๋กœ๊ทธ์ธํ•˜๊ณ  ๋‚ด ์—์ด์ „ํŠธ์— ์ถ”๊ฐ€

์ด ์›๋ณธ์œผ๋กœ ๋ฐฐ์šฐ๋Š” ํ•™์Šต์šฉ ์—์ด์ „ํŠธ

์ด ์›๋ณธ์€ ์ˆ˜์ง‘ ๋‹จ๊ณ„์ž…๋‹ˆ๋‹ค. ํ•œ๊ตญ์–ด ํ•™์Šต ํŒจํ‚ค์ง€์™€ ์ง๋ฌด๋ณ„ ์ ์šฉ ๊ธฐ์ค€์€ ์•„์ง ํŽธ์ง‘ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.