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Search api score always 1 #186

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kangfenmao opened this issue Dec 23, 2024 · 1 comment
Open

Search api score always 1 #186

kangfenmao opened this issue Dec 23, 2024 · 1 comment
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@kangfenmao
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kangfenmao commented Dec 23, 2024

🐛 Describe the bug

image

LanceDB is ok

Libsql ragApplication.search score always is 1

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@kangfenmao
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kangfenmao commented Dec 24, 2024

async similaritySearch(query, k) {
        const statement = `SELECT id, pageContent, uniqueLoaderId, source, metadata,
                vector_distance_cos(vector, vector32('[${query.join(',')}]')) as distance
            FROM ${this.tableName}
            ORDER BY distance ASC
            LIMIT ${k};`;
        this.debug(`Executing statement - ${truncateCenterString(statement, 700)}`);
        const results = await this.client.execute(statement);
        return results.rows.map((result) => {
            const metadata = JSON.parse(result.metadata.toString());
            return {
                metadata,
                pageContent: result.pageContent.toString(),
                score: 1 - result.distance,
            };
        });
    }

vector_distance_cos as distance

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