jim/openai-cookbook
1
0
Fork 0
mirror of https://github.com/james-m-jordan/openai-cookbook.git synced 2025-05-09 19:32:38 +00:00
Code Issues Packages Projects Releases Wiki Activity

Update Evaluate_RAG_with_LlamaIndex.ipynb (#1175)

Browse Source
This commit is contained in:
Ikko Eltociear Ashimine 2024-10-25 15:15:42 +09:00 committed by GitHub
parent e19a3725a9
commit c2e85a8e48
No known key found for this signature in database
GPG Key ID: B5690EEEBB952194
1 changed files with 1 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

2
examples/evaluation/Evaluate_RAG_with_LlamaIndex.ipynb
View File

@ -33,7 +33,7 @@
"\n", "\n",
"LLMs are trained on vast datasets, but these will not include your specific data. Retrieval-Augmented Generation (RAG) addresses this by dynamically incorporating your data during the generation process. This is done not by altering the training data of LLMs, but by allowing the model to access and utilize your data in real-time to provide more tailored and contextually relevant responses.\n", "LLMs are trained on vast datasets, but these will not include your specific data. Retrieval-Augmented Generation (RAG) addresses this by dynamically incorporating your data during the generation process. This is done not by altering the training data of LLMs, but by allowing the model to access and utilize your data in real-time to provide more tailored and contextually relevant responses.\n",
"\n", "\n",
"In RAG, your data is loaded and and prepared for queries or “indexed”. User queries act on the index, which filters your data down to the most relevant context. This context and your query then go to the LLM along with a prompt, and the LLM provides a response.\n", "In RAG, your data is loaded and prepared for queries or “indexed”. User queries act on the index, which filters your data down to the most relevant context. This context and your query then go to the LLM along with a prompt, and the LLM provides a response.\n",
"\n", "\n",
"Even if what you’re building is a chatbot or an agent, you’ll want to know RAG techniques for getting data into your application." "Even if what you’re building is a chatbot or an agent, you’ll want to know RAG techniques for getting data into your application."
] ]