Applications

LM과 LLM, NLP로 할 수 있는 응용분야에 대해 연구하고 기록해봅시다 :)

• Vector DB

  • FAISS

  • ChromaDB

  • Redis

• RAG

  • LangChain

    • https://python.langchain.com/docs/get_started/introduction

    • https://wikidocs.net/book/14314

• Application

  • pyscript : https://github.com/pyscript/pyscript

  • Chainlit : https://github.com/Chainlit/chainlit

  • Phidata : https://github.com/phidatahq/phidata

  • Ollama : https://github.com/ollama/ollama

• Agent

  • BabyAGI

  • Autonomous Agent

  • HAAS (Hierarchical Autonomous Agent Swarm)

    • https://github.com/daveshap/OpenAI_Agent_Swarm

PS. (NLP & LLM & GenAI와 관련없지만 주인장 본인의 관심사 ㅎㅎ..)

• StreamDiffusion의 realtime interactive generation의 원리

  • https://github.com/cumulo-autumn/StreamDiffusion

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Reference

• Project Template

  • https://modulabs.co.kr/blog/python-env-poetry/

• Langchain Tutorial

  • https://wikidocs.net/234008

• Deploying Langchain apps with langserve on GCP

  • https://webcache.googleusercontent.com/search?q=cache:https://medium.com/@tahreemrasul/deploying-langchain-apps-with-langserve-on-gcp-1908476cdc49

• Smilegates AI : VectorDB

  • https://smilegate.ai/2023/11/07/vector-database-%eb%b2%a1%ed%84%b0-%ec%9e%84%eb%b2%a0%eb%94%a9%ec%9d%84-%ec%a0%80%ec%9e%a5%ed%95%98%ea%b3%a0-%ea%b2%80%ec%83%89%ed%95%98%eb%8a%94-%ea%b0%80%ec%9e%a5-%ed%9a%a8%ec%9c%a8%ec%a0%81/

• Weekly NLP

  • https://jiho-ml.com/tag/weekly-nlp/

• Chris : machinecurve site

  • https://machinecurve.com/index22.php

• Wikipedia : TEX

  • https://ko.wikipedia.org/wiki/%EC%9C%84%ED%82%A4%EB%B0%B1%EA%B3%BC:TeX_%EB%AC%B8%EB%B2%95