"""Api endpoints for gnqa""" import json from datetime import datetime, timezone from flask import Blueprint from flask import current_app from flask import jsonify from flask import request from gn3.llms.process import get_gnqa from gn3.llms.errors import LLMError from gn3.auth.authorisation.oauth2.resource_server import require_oauth from gn3.auth import db gnqa = Blueprint("gnqa", __name__) @gnqa.route("/search", methods=["PUT"]) def search(): """Api endpoint for searching queries in fahamu Api""" query = request.json.get("querygnqa", "") if not query: return jsonify({"error": "querygnqa is missing in the request"}), 400 fahamu_token = current_app.config.get("FAHAMU_AUTH_TOKEN") if not fahamu_token: raise LLMError( "Request failed:an LLM authorisation token is required ", query) task_id, answer, refs = get_gnqa( query, fahamu_token, current_app.config.get("DATA_DIR")) response = { "task_id": task_id, "query": query, "answer": answer, "references": refs } with (db.connection(current_app.config["LLM_DB_PATH"]) as conn, require_oauth.acquire("profile user") as token): cursor = conn.cursor() cursor.execute("""CREATE TABLE IF NOT EXISTS history(user_id TEXT NOT NULL, task_id TEXT NOT NULL, query TEXT NOT NULL, results TEXT, created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, PRIMARY KEY(task_id)) WITHOUT ROWID""") cursor.execute( """INSERT INTO history(user_id, task_id, query, results) VALUES(?, ?, ?, ?) """, (str(token.user.user_id), str(task_id["task_id"]), query, json.dumps(response)) ) return response @gnqa.route("/rating/", methods=["POST"]) @require_oauth("profile") def rate_queries(task_id): """Api endpoint for rating GNQA query and answer""" with (require_oauth.acquire("profile") as token, db.connection(current_app.config["LLM_DB_PATH"]) as conn): results = request.json user_id, query, answer, weight = (token.user.user_id, results.get("query"), results.get("answer"), results.get("weight", 0)) cursor = conn.cursor() create_table = """CREATE TABLE IF NOT EXISTS Rating( user_id TEXT NOT NULL, query TEXT NOT NULL, answer TEXT NOT NULL, weight INTEGER NOT NULL DEFAULT 0, task_id TEXT NOT NULL UNIQUE, created_at TIMESTAMP DEFAULT CURRENT_TIMESTAMP, PRIMARY KEY(task_id))""" cursor.execute(create_table) cursor.execute("""INSERT INTO Rating(user_id, query, answer, weight, task_id, created_at) VALUES(?, ?, ?, ?, ?, ?) ON CONFLICT(task_id) DO UPDATE SET weight=excluded.weight """, (str(user_id), query, answer, weight, task_id, datetime.now(timezone.utc))) return { "message": "You have successfully rated this query.Thank you!" }, 200 @gnqa.route("/history", methods=["GET", "DELETE"]) @require_oauth("profile user") def fetch_prev_history(): """Api endpoint to fetch GNQA previous search.""" with (require_oauth.acquire("profile user") as token, db.connection(current_app.config["LLM_DB_PATH"]) as conn): cursor = conn.cursor() if request.method == "DELETE": task_ids = list(request.json.values()) query = """DELETE FROM history WHERE task_id IN ({}) and user_id=?""".format(",".join("?" * len(task_ids))) cursor.execute(query, (*task_ids, str(token.user.user_id),)) return jsonify({}) elif (request.method == "GET" and request.args.get("search_term")): cursor.execute( """SELECT results from history Where task_id=? and user_id=?""", (request.args.get("search_term"), str(token.user.user_id),)) record = cursor.fetchone() if record: return dict(record).get("results") return {} cursor.execute( """SELECT task_id,query from history WHERE user_id=?""", (str(token.user.user_id),)) return jsonify([dict(item) for item in cursor.fetchall()])