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Fix score reporting for Milvus, Zilliz, and Pinecone vector databases #4106

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Merged
merged 3 commits into from
Jul 8, 2025
Merged

Fix score reporting for Milvus, Zilliz, and Pinecone vector databases #4106

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f2b7c4a
normalize milvus score reporting
shatfield4 Jul 8, 2025
0b5756b
normalize pinecone score reporting
shatfield4 Jul 8, 2025
d6e90f0
normalize score reporting for zilliz
shatfield4 Jul 8, 2025
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15 changes: 8 additions & 7 deletions server/utils/vectorDbProviders/milvus/index.js
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Original file line number Diff line number Diff line change
Expand Up @@ -321,9 +321,10 @@ const Milvus = {
filterIdentifiers,
});

const sources = sourceDocuments.map((metadata, i) => {
return { ...metadata, text: contextTexts[i] };
const sources = sourceDocuments.map((doc, i) => {
return { metadata: doc, text: contextTexts[i] };
});

return {
contextTexts,
sources: this.curateSources(sources),
Expand Down Expand Up @@ -358,7 +359,10 @@ const Milvus = {
}

result.contextTexts.push(match.metadata.text);
result.sourceDocuments.push(match);
result.sourceDocuments.push({
...match.metadata,
score: match.score,
});
result.scores.push(match.score);
});
return result;
Expand Down Expand Up @@ -394,13 +398,10 @@ const Milvus = {
if (Object.keys(metadata).length > 0) {
documents.push({
...metadata,
...(source.hasOwnProperty("pageContent")
? { text: source.pageContent }
: {}),
...(source.text ? { text: source.text } : {}),
});
}
}

return documents;
},
};
Expand Down
10 changes: 6 additions & 4 deletions server/utils/vectorDbProviders/pinecone/index.js
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Original file line number Diff line number Diff line change
Expand Up @@ -67,7 +67,10 @@ const PineconeDB = {
}

result.contextTexts.push(match.metadata.text);
result.sourceDocuments.push(match);
result.sourceDocuments.push({
...match.metadata,
score: match.score,
});
result.scores.push(match.score);
});

Expand Down Expand Up @@ -263,8 +266,8 @@ const PineconeDB = {
filterIdentifiers,
});

const sources = sourceDocuments.map((metadata, i) => {
return { ...metadata, text: contextTexts[i] };
const sources = sourceDocuments.map((doc, i) => {
return { metadata: doc, text: contextTexts[i] };
});
return {
contextTexts,
Expand All @@ -285,7 +288,6 @@ const PineconeDB = {
});
}
}

return documents;
},
};
Expand Down
13 changes: 7 additions & 6 deletions server/utils/vectorDbProviders/zilliz/index.js
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Original file line number Diff line number Diff line change
Expand Up @@ -314,8 +314,8 @@ const Zilliz = {
filterIdentifiers,
});

const sources = sourceDocuments.map((metadata, i) => {
return { ...metadata, text: contextTexts[i] };
const sources = sourceDocuments.map((doc, i) => {
return { metadata: doc, text: contextTexts[i] };
});
return {
contextTexts,
Expand Down Expand Up @@ -350,7 +350,10 @@ const Zilliz = {
return;
}
result.contextTexts.push(match.metadata.text);
result.sourceDocuments.push(match);
result.sourceDocuments.push({
...match.metadata,
score: match.score,
});
result.scores.push(match.score);
});
return result;
Expand Down Expand Up @@ -386,9 +389,7 @@ const Zilliz = {
if (Object.keys(metadata).length > 0) {
documents.push({
...metadata,
...(source.hasOwnProperty("pageContent")
? { text: source.pageContent }
: {}),
...(source.text ? { text: source.text } : {}),
});
}
}
Expand Down