from quart import Blueprint, jsonify, request from applications.config import DEFAULT_MODEL, LOCAL_MODEL_CONFIG from applications.api import get_basic_embedding from applications.clip_embedding import embed_image_url server_bp = Blueprint("api", __name__, url_prefix="/api") def server_routes(vector_db): @server_bp.route("/embed", methods=["POST"]) async def embed(): body = await request.get_json() text = body.get("text") model_name = body.get("model", DEFAULT_MODEL) if not LOCAL_MODEL_CONFIG.get(model_name): return jsonify({"error": "error model"}) embedding = await get_basic_embedding(text, model_name) return jsonify({"embedding": embedding}) @server_bp.route("/embed_image", methods=["POST"]) async def embed_image(): body = await request.get_json() url_list = body.get("url_list", []) if not url_list: return jsonify({"error": "error url_list"}) embeddings = await embed_image_url(url_list) return jsonify({"embeddings": embeddings, "dim": len(embeddings[0])}) @server_bp.route("/search", methods=["POST"]) async def search(): pass return server_bp