Files
stampy-chat/api/main.py
T
2023-03-31 13:28:28 -04:00

44 lines
1.2 KiB
Python

from flask import Flask, jsonify, request
from flask_cors import CORS, cross_origin
from get_blocks import get_top_k_blocks
from chat import talk_to_robot
import dataclasses
import os
import openai
app = Flask(__name__)
cors = CORS(app)
app.config['CORS_HEADERS'] = 'Content-Type'
# -------------------------------- general setup -------------------------------
OPENAI_API_KEY = os.environ.get('OPENAI_API_KEY')
openai.api_key = OPENAI_API_KEY
# ------------------------------- semantic search ------------------------------
@app.route('/semantic', methods=['POST'])
@cross_origin()
def semantic():
query = request.json['query']
return jsonify([dataclasses.asdict(block) for block in get_top_k_blocks(query)])
# ------------------------------------ chat ------------------------------------
@app.route('/chat', methods=['POST'])
@cross_origin()
def chat():
query = request.json['query']
response, context = talk_to_robot(query)
return jsonify({'response': response, 'citations': [{'title': block.title, 'author': block.author, 'date': block.date, 'url': block.url} for block in context]})
# ------------------------------------------------------------------------------
if __name__ == '__main__': app.run(debug=True, port=3000)