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Updated the site search to use mixed bread as the embeddings model #1493

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Merged
merged 1 commit into from
May 31, 2024
Merged

Updated the site search to use mixed bread as the embeddings model #1493

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10 changes: 5 additions & 5 deletions pgml-dashboard/src/utils/markdown.rs
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Original file line number Diff line number Diff line change
Expand Up @@ -1252,7 +1252,7 @@ pub struct SiteSearch {
impl SiteSearch {
pub async fn new() -> anyhow::Result<Self> {
let collection = pgml::Collection::new(
env!("CMS_HASH"),
&format!("{}-1", env!("CMS_HASH")),
Some(
std::env::var("SITE_SEARCH_DATABASE_URL")
.context("Please set the `SITE_SEARCH_DATABASE_URL` environment variable")?,
Expand All @@ -1267,7 +1267,7 @@ impl SiteSearch {
"configuration": "english"
},
"semantic_search": {
"model": "Alibaba-NLP/gte-base-en-v1.5",
"model": "mixedbread-ai/mxbai-embed-large-v1",
}
},
"contents": {
Expand All @@ -1278,7 +1278,7 @@ impl SiteSearch {
"configuration": "english"
},
"semantic_search": {
"model": "Alibaba-NLP/gte-base-en-v1.5",
"model": "mixedbread-ai/mxbai-embed-large-v1",
}
}
})
Expand Down Expand Up @@ -1319,14 +1319,14 @@ impl SiteSearch {
"title": {
"query": query,
"parameters": {
"instruction": "Represent the Wikipedia question for retrieving supporting documents: "
"prompt": "Represent this sentence for searching relevant passages: "
},
"boost": 10.0
},
"contents": {
"query": query,
"parameters": {
"instruction": "Represent the Wikipedia question for retrieving supporting documents: "
"prompt": "Represent this sentence for searching relevant passages: "
},
"boost": 1.0
}
Expand Down
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