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Prompt-Engineering-Guide
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import Katex for latex rendering

pull/304/head
Igor Kotenkov 2023-09-21 13:00:55 +04:00 committed by Elvis Saravia
parent fedd2ae38a
commit aa8f2b01cf
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pages/applications/synthetic_rag.en.mdx
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# Generating Synthetic Dataset for RAG
import {Screenshot} from 'components/screenshot'
import remarkMath from 'remark-math'
import rehypeKatex from 'rehype-katex'
import IMG1 from '../../img/synthetic_rag/synthetic_rag_1.png'
import IMG2 from '../../img/synthetic_rag/synthetic_rag_2.png'
import IMG3 from '../../img/synthetic_rag/synthetic_rag_3.png'
@ -56,7 +59,7 @@ punishment house would make fines relative income
In general, such a prompt can be expressed as:
$(e_{prompt}, e_{doc}(d_{1}), e_{query}(q_1), . . . , e_{doc}(d_k), e_{query}(q_k), e_{doc}(d))$$(e_{prompt}, e_{doc}(d_{1}), e_{query}(q_1), . . . , e_{doc}(d_k), e_{query}(q_k), e_{doc}(d))$
$(e_{prompt}, e_{doc}(d_{1}), e_{query}(q_1), . . . , e_{doc}(d_k), e_{query}(q_k), e_{doc}(d))$
, where $e_{doc}$ and $e_{query}$ are task-specific document, query descriptions respectively, $e_{prompt}$ is a task-specific prompt/instruction for ChatGPT/GPT-4, and $d$ is a new document, for which LLM will generate a query.