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Episode 183 : Promptologues de l'infra
### Promptologues
* How to Cut RAG Costs by 80% Using Prompt Compression -> https://towardsdatascience.com/how-to-cut-rag-costs-by-80-using-prompt-compression-877a07c6bedb
* Prompt Compression avec LLMLingua -> https://github.com/microsoft/LLMLingua
### LLM Infra* Introducing Pinecone Serverless -> https://www.pinecone.io/blog/serverless/
* embedchain/embedchain: The Open Source RAG framework -> https://github.com/embedchain/embedchain
* A Guide to Large Language Model Abstractions - Two Sigma -> https://www.twosigma.com/articles/a-guide-to-large-language-model-abstractions/
### Data eng* How to Scale Your Data Pipelines and Data Products with Contract Testing and Dbt -> https://towardsdatascience.com/how-to-scale-your-data-pipelines-and-data-products-with-dbt-and-contract-testing-10c92ea9a443
* dbt Alternatives -> https://www.greenmountaindatasolutions.com/blog/alternatives-to-dbt-data-build-tool
* How to Cut RAG Costs by 80% Using Prompt Compression -> https://towardsdatascience.com/how-to-cut-rag-costs-by-80-using-prompt-compression-877a07c6bedb
* Prompt Compression avec LLMLingua -> https://github.com/microsoft/LLMLingua
### LLM Infra* Introducing Pinecone Serverless -> https://www.pinecone.io/blog/serverless/
* embedchain/embedchain: The Open Source RAG framework -> https://github.com/embedchain/embedchain
* A Guide to Large Language Model Abstractions - Two Sigma -> https://www.twosigma.com/articles/a-guide-to-large-language-model-abstractions/
### Data eng* How to Scale Your Data Pipelines and Data Products with Contract Testing and Dbt -> https://towardsdatascience.com/how-to-scale-your-data-pipelines-and-data-products-with-dbt-and-contract-testing-10c92ea9a443
* dbt Alternatives -> https://www.greenmountaindatasolutions.com/blog/alternatives-to-dbt-data-build-tool
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By Vincent Heuschling, Alexander Dejanovski, Jérôme Mainaud, Nicolas Steinmetz
5
11 ratings
### Promptologues
* How to Cut RAG Costs by 80% Using Prompt Compression -> https://towardsdatascience.com/how-to-cut-rag-costs-by-80-using-prompt-compression-877a07c6bedb
* Prompt Compression avec LLMLingua -> https://github.com/microsoft/LLMLingua
### LLM Infra* Introducing Pinecone Serverless -> https://www.pinecone.io/blog/serverless/
* embedchain/embedchain: The Open Source RAG framework -> https://github.com/embedchain/embedchain
* A Guide to Large Language Model Abstractions - Two Sigma -> https://www.twosigma.com/articles/a-guide-to-large-language-model-abstractions/
### Data eng* How to Scale Your Data Pipelines and Data Products with Contract Testing and Dbt -> https://towardsdatascience.com/how-to-scale-your-data-pipelines-and-data-products-with-dbt-and-contract-testing-10c92ea9a443
* dbt Alternatives -> https://www.greenmountaindatasolutions.com/blog/alternatives-to-dbt-data-build-tool
* How to Cut RAG Costs by 80% Using Prompt Compression -> https://towardsdatascience.com/how-to-cut-rag-costs-by-80-using-prompt-compression-877a07c6bedb
* Prompt Compression avec LLMLingua -> https://github.com/microsoft/LLMLingua
### LLM Infra* Introducing Pinecone Serverless -> https://www.pinecone.io/blog/serverless/
* embedchain/embedchain: The Open Source RAG framework -> https://github.com/embedchain/embedchain
* A Guide to Large Language Model Abstractions - Two Sigma -> https://www.twosigma.com/articles/a-guide-to-large-language-model-abstractions/
### Data eng* How to Scale Your Data Pipelines and Data Products with Contract Testing and Dbt -> https://towardsdatascience.com/how-to-scale-your-data-pipelines-and-data-products-with-dbt-and-contract-testing-10c92ea9a443
* dbt Alternatives -> https://www.greenmountaindatasolutions.com/blog/alternatives-to-dbt-data-build-tool
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