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์—์ด์ „ํŠธ ์ฝ”๋“œ ์˜ˆ์ œ

๐Ÿค” Agentic RAG with Gemini Flash Thinking

A RAG Agentic system built with the new Gemini 2.0 Flash Thinking model and gemini-exp-1206, Qdrant for vector storage, and Agno (phidata prev) for agent orchestration. This application features intelligent query rewriting, document processing, and web search fallback capabilities to provide comprehensive AI-powered responses.

์›๋ณธ ์ˆ˜์ง‘ ยท ์‹คํ–‰ ๋ฏธ๊ฒ€์ฆ

์›์ž‘์ž์™€ ์›๋ณธ ๊ธฐ๋ก

์ถœ์ฒ˜
Shubhamsaboo/awesome-llm-apps
์›๋ณธ ๊ฒฝ๋กœ
rag_tutorials/gemini_agentic_rag/README.md
๊ณ ์ • ์ปค๋ฐ‹ / ์Šค๋ƒ…์ƒท
afb10d491b938eedf35cf79a826c881b84405dfb
ํŒŒ์ผ SHA-256
dea5eea939ef9823145911de5006c20e9775574ac7a944a19adb6c852ffbb8bc
์ด์šฉ ์กฐ๊ฑด
Apache-2.0 ยท ๊ณ ์ง€๋ฌธ ๋ณด๊ด€

๋‚ด ์—์ด์ „ํŠธ์— ์ถ”๊ฐ€

๋กœ๊ทธ์ธํ•˜๋ฉด ๋‚ด ์—์ด์ „ํŠธ์— ์ด ์ž๋ฃŒ๋ฅผ ๋“ฑ๋กํ•ด ๋‘๊ณ , ์–ด๋–ค ๋ฒ„์ „์„ ์“ฐ๋Š”์ง€ ํ•จ๊ป˜ ๊ด€๋ฆฌํ•  ์ˆ˜ ์žˆ์–ด์š”.

๋กœ๊ทธ์ธํ•˜๊ณ  ์‚ฌ์šฉํ•˜๊ธฐ

์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.