Rag Articles

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10/30/2023 • EN

Evaluate LLMs and RAG a practical example using Langchain and Hugging Face

A hands-on guide to evaluating LLMs and RAG systems using Langchain and Hugging Face, covering criteria-based and pairwise evaluation methods.

Gpt 4 Hugging Face Langchain LLM Evaluation Rag

Philipp Schmid

8/13/2023 • EN

How to Match LLM Patterns to Problems

A guide to selecting the right LLM architectural patterns (like RAG, fine-tuning, caching) to solve common production challenges such as performance metrics and data constraints.

Fine Tuning LLM Applications LLM Patterns LLM Production Rag

Eugene Yan

7/30/2023 • EN

Patterns for Building LLM-based Systems & Products

A practical guide outlining seven key patterns for integrating Large Language Models (LLMs) into robust, production-ready systems and products.

caching Fine Tuning Guardrails llm Rag

Eugene Yan

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Rag Articles

Evaluate LLMs and RAG a practical example using Langchain and Hugging Face

How to Match LLM Patterns to Problems

Patterns for Building LLM-based Systems & Products

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