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LLM Technology

Name: LLM Technology
Address: BusanJin-Gu Yangjung-Dong, Dong-Eui Institute of Technology, Busan, 614-040, KR
Telephone: +821093423217

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LLM 기술 정보 나눔

14/10/2023

https://towardsdatascience.com/retrieval-augmented-generation-intuitively-and-exhaustively-explain-6a39d6fe6fc9

Making language models that can look stuff up

14/10/2023

https://medium.aiplanet.com/advanced-rag-implementation-on-custom-data-using-hybrid-search-embed-caching-and-mistral-ai-ce78fdae4ef6

What is RAG ?

10/10/2023

https://www.anyscale.com/blog/a-comprehensive-guide-for-building-rag-based-llm-applications-part-1

In this guide, we will learn how to develop and productionize a retrieval augmented generation (RAG) based LLM application, with a focus on scale, evaluation and routing.

27/09/2023

https://medium.com/codefile/analyse-your-data-with-the-openai-api-and-streamlit-and-nothing-else-2d38440a1650

Upload your CSV and ask the AI anything you like: summaries, insights, reports… and save the result — without using of extra libraries

27/09/2023

https://medium.com/.baek.sd/creating-an-ai-web-service-using-langchain-with-streamlit-using-llama-2-or-chatgpt4-83a824e19435

Create Chat with your PDF using Full stack in your local machine

26/09/2023

https://python.plainenglish.io/chatbot-document-retrieval-asking-non-trivial-questions-c9b1560becb6

No more simple inquiries — let’s put the chatbots to the test with complex, data-driven questions.

26/09/2023

https://cobusgreyling.medium.com/openai-gpt-3-5-turbo-model-fine-tuning-dd76f50db27f

This article considers the process, speed and data requirements to create a fine-tuned model. On 22 August 2023 OpenAI announced the…

23/09/2023

https://betterprogramming.pub/fine-tuning-your-embedding-model-to-maximize-relevance-retrieval-in-rag-pipeline-2ea3fa231149

NVIDIA SEC 10-K filing analysis before and after fine-tuning embeddings

22/09/2023

https://towardsdatascience.com/enhancing-csv-file-query-performance-in-chatgpt-3e2b67a5f867

with LangChain’s Self-Querying based on a customized CSV Loader

22/09/2023

https://towardsdatascience.com/10-ways-to-improve-the-performance-of-retrieval-augmented-generation-systems-5fa2cee7cd5c

Tools to go from prototype to production

22/09/2023

https://cobusgreyling.medium.com/self-critique-llm-chain-using-langchain-smartllmchain-d67c42a4fa83

SmartLLMChain is a LangChain implementation of the self-critique chain principle. It is useful for particularly complex question answering…

21/09/2023

https://python.langchain.com/docs/modules/data_connection/indexing?fbclid=IwAR1KOrouqRCQpAkpkXp61qSEuz5JZwXlixUgBL7IXGHEHDvFsnNc9GCZ1Kk

Here, we will look at a basic indexing workflow using the LangChain indexing API.

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