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LangChain
Application LangChain
https://wikidocs.net/233782
https://docs.smith.langchain.com/
LangChain
Application LangChain
https://www.datacamp.com/tutorial/langgraph-tutorial
https://normalstory.tistory.com/entry/LangGraph-01
Vector DB
Popular Vector DB
https://ai.meta.com/tools/faiss/
https://boringariel.tistory.com/87
https://python.langchain.com/docs/integrations/vectorstores/faiss/
https://arxiv.org/pdf/2401.08281
LangChain
RAG
Regacy Chains Migrating Package
https://python.langchain.com/v0.1/docs/modules/chains/
LangChain
RAG
Regacy Chains Migrating Package
https://python.langchain.com/docs/versions/migrating_chains/retrieval_qa/
https://github.com/langchain-ai/langsmith-cookbook/blob/main/hub-examples/retrieval-qa-chain/retrieval-qa.ipynb
LangChain
RAG
Regacy Chains Migrating Package
https://vijaykumarkartha.medium.com/beginners-guide-to-conversational-retrieval-chain-using-langchain-3ddf1357f371
https://blog.dheerajinampudi.com/retrieval-chains-enhancing-rags-with-different-retrieval-techniques-c6071f1a0ff3
RAG
Rag Pipelines
https://www.linkedin.com/posts/bhavishya-pandit_25-types-of-rag-ugcPost-7261595005167796224-FjXW?utm_source=share&utm_medium=member_desktop
https://dev.to/rogiia/build-an-advanced-rag-app-query-rewriting-h3p
https://arxiv.org/pdf/2401.15884
https://arxiv.org/pdf/2305.14002
https://arxiv.org/pdf/2407.08223
https://arxiv.org/pdf/2402.03367
https://arxiv.org/pdf/2408.14484
https://arxiv.org/pdf/2408.00798
https://weaviate.io/blog/what-is-agentic-rag
RAG
Rag Pipelines
https://arxiv.org/html/2401.18059v1.18059
https://kentonl.com/pub/gltpc.2020.pdf
https://www.ncloud-forums.com/topic/63/
https://arxiv.org/pdf/2310.11511
https://g3lu.tistory.com/43
https://arxiv.org/pdf/2403.14403
https://arxiv.org/pdf/2305.14002
https://jeonsworld.github.io/NLP/realm/
https://www.chatgptguide.ai/2024/02/29/what-is-autoregressive-model-llms-explained/
https://arxiv.org/pdf/2002.08909
https://arxiv.org/pdf/2401.18059
RAG
Rag Pipelines
https://arxiv.org/abs/2212.05221
https://arxiv.org/pdf/2010.11929.pdf
https://bluetickconsultants.medium.com/react-integrating-reasoning-and-acting-with-retrieval-augmented-generation-rag-a6c2e869f763
https://arxiv.org/abs/2301.12652
https://gbdai.tistory.com/64
https://arxiv.org/pdf/2208.03299
https://arxiv.org/pdf/2409.05591
RAG
Rag Pipelines
https://velog.io/@nawnoes/RETRO-Improving-language-models-by-retrieving-from-trillions-of-tokens
https://arxiv.org/pdf/2112.04426
http://www.jidum.com/jidums/view.do?jidumId=1096
https://arxiv.org/abs/2410.20878
https://arxiv.org/pdf/2411.00744
https://arxiv.org/pdf/2410.20299
https://arxiv.org/pdf/2407.05131
RAG
Rag Pipelines
https://arxiv.org/pdf/2410.23090
https://www.aimodels.fyi/papers/arxiv/coral-benchmarking-multi-turn-conversational-retrieval-augmentation
https://arxiv.org/pdf/2407.13101
https://arxiv.org/pdf/2410.15511
https://arxiv.org/pdf/2410.21067
https://www.microsoft.com/en-us/research/blog/graphrag-new-tool-for-complex-data-discovery-now-on-github/
https://microsoft.github.io/graphrag/
https://pseudorec.com/archive/monthly_pseudorec/14/