🔗 Useful Links
Project main points:
- EDA notebook: notebooks/eda.ipynb
- Embedding benchs notebooks: notebooks/embedding_bench_draft.ipynb
- RAG demo with smolagents notebook: notebooks/smolagents.ipynb
- Parquet-data upload to qdrant script: scripts/python-qdrant-upload
- Main app entrypoint: travel_agent/app.py
Embedding
- Step-by-Step Guide to Choosing the Best Embedding Model for Your Application
- 🤗 HuggingFace text embedding models
- https://huggingface.co/spaces/mteb/leaderboard
- Если сплитить и потом энкодить то получается хуже качество чем если сразу заэнкодить
- SPLADE не нашел модели для русского языка
- Пробую BM25
- BM25 норм работает но находит точные похожие термины
Similar projects
- https://www.reddit.com/r/AI_travel_tips/comments/1edaay2/list_of_ai_travel_planners/
- https://www.reddit.com/r/SwiftUI/comments/18zmk43/travel_agent_with_ai_llm_using_mixtral_7x8b/
Escalidraw
https://excalidraw.com/#room=b7046b81e2eecb5354a2,aCkG4wr2nofGPfRqdHRvrA
Pre-thesis defense presentation
https://docs.google.com/presentation/d/1cbrVxJIIKTh38mp1etvbBPb7Keg2Lahpx7-37UEfr4Y/edit#slide=id.g3555e3fe151_0_40 https://docs.google.com/spreadsheets/d/10958H5GfqaMmOUCkSUZNHDEb1jerYGgfISlm4z9hGsY/edit?gid=1128803509#gid=1128803509 https://docs.google.com/presentation/d/1gCLtSCC5JiqceMxcvRixxp0AmyPrerR-1WfEp5pbqCE/edit#slide=id.g353fd7a5444_1_6