Function parse_embedding_response

atomic-repository/src/ai/mod.rs:269–289

Parse the standard embedding API response format (shared by OpenAI and Voyage).

(json: &serde_json::Value)

/// Parse the standard embedding API response format (shared by OpenAI and Voyage).
fn parse_embedding_response(json: &serde_json::Value) -> Result<Vec<Vec<f32>>, AiError> {
    let data = json["data"]
        .as_array()
        .ok_or_else(|| AiError::ParseError("missing 'data' array".to_string()))?;

    let mut vectors = Vec::with_capacity(data.len());
    for item in data {
        let embedding = item["embedding"]
            .as_array()
            .ok_or_else(|| AiError::ParseError("missing 'embedding' array".to_string()))?;
        let vec: Vec<f32> = embedding
            .iter()
            .filter_map(|v| v.as_f64().map(|f| f as f32))
            .collect();
        if vec.is_empty() {
            return Err(AiError::ParseError("empty embedding vector".to_string()));
        }
        vectors.push(vec);
    }
    Ok(vectors)
}

// ── LLM API Calls ───────────────────────────────────────────────