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  1. poetry.lock +1141 -0
  2. pyproject.toml +19 -0
  3. streamlit_app.py +67 -0
poetry.lock ADDED
@@ -0,0 +1,1141 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ]
pyproject.toml ADDED
@@ -0,0 +1,19 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [tool.poetry]
2
+ name = "recipes-demo"
3
+ version = "0.1"
4
+ description = "A recipe generator"
5
+ readme = "README.md"
6
+ authors = ["Cohere"]
7
+
8
+ [tool.poetry.dependencies]
9
+ python = "^3.8"
10
+ cohere = "^2.8.0"
11
+ toml = "^0.10.2"
12
+ streamlit = "^1.11.1"
13
+
14
+ [tool.poetry.group.dev.dependencies]
15
+ pytest = "^7.1.2"
16
+
17
+ [build-system]
18
+ requires = ["poetry-core>=1.3.0"]
19
+ build-backend = "poetry.core.masonry.api"
streamlit_app.py ADDED
@@ -0,0 +1,67 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ import logging
2
+ import os
3
+ import time
4
+
5
+ import cohere
6
+ import streamlit as st
7
+
8
+ DEFAULT_DISH = "herring and banana quesadillas"
9
+
10
+ logger = logging.getLogger('recipe-logger')
11
+
12
+
13
+ def command(co, prompt, model='command-xlarge-20221108', max_tokens=500, *args, **kwargs):
14
+ gens = co.generate(prompt, model=model, max_tokens=max_tokens, return_likelihoods='GENERATION', *args, **kwargs)
15
+ return sorted(gens, key=lambda g: -g.likelihood)
16
+
17
+
18
+ def space(num_lines=1):
19
+ """Adds empty lines to the Streamlit app."""
20
+ for _ in range(num_lines):
21
+ st.write("")
22
+
23
+
24
+ st.set_page_config(layout="centered", page_icon="🍔", page_title="Recipe Generation Using Cohere")
25
+
26
+ # Check if COHERE_API_KEY is not set from secrets.toml or os.environ
27
+ if "CO_API_KEY" not in os.environ:
28
+ raise KeyError("CO_API_KEY not found in st.secrets or os.environ. Please set it in "
29
+ ".streamlit/secrets.toml or as an environment variable.")
30
+
31
+ # Adding a header to direct users to sign up for Cohere, explore the playground,
32
+ # and check out our git repo.
33
+ st.header("Recipe Generation")
34
+
35
+ #st.selectbox("Choose a cuisine:", options=['mexican', 'italian'], key="cuisine")
36
+
37
+ st.write("What would you like a recipe for?")
38
+
39
+ with st.form("form"):
40
+ dish = st.text_input("Dish", placeholder=DEFAULT_DISH)
41
+ options = st.multiselect("Special requests",
42
+ ["extra delicious", "vegan", "gluten-free", "low-calorie", "low-fat", "low-sugar"])
43
+ submitted = st.form_submit_button("Generate Recipe!")
44
+
45
+ if submitted:
46
+ dish = dish or DEFAULT_DISH
47
+ co = cohere.Client(api_key=os.environ['CO_API_KEY'])
48
+ prompt = f"Give a recipe for {dish}."
49
+ if options:
50
+ prompt += f" Make sure it is {', '.join(options)}."
51
+ logger.info(f"Sending prompt {repr(prompt)}")
52
+ start = time.time()
53
+ gens = command(co, prompt)
54
+ recipe = gens[0].text
55
+ num_tokens = len(gens[0].token_likelihoods)
56
+ logger.info(f"Generated recipe with {num_tokens} tokens: {repr(recipe)}")
57
+ st.markdown(f"## Recipe for {' '.join(options)} {dish}")
58
+ st.write(recipe)
59
+ st.markdown("## Delicious! 10/10 with rice")
60
+
61
+ # Draw chat history.
62
+ with st.expander("About", expanded=False):
63
+ st.markdown(
64
+ "This demo uses the Cohere API. Cohere provides access to advanced Large Language Models and NLP tools through one easy-to-use API. "
65
+ "[**Get started for free!**]"
66
+ "(https://dashboard.cohere.ai/welcome/register?utm_source=cohere-owned&utm_"
67
+ "medium=content&utm_campaign=sandbox&utm_term=streamlit&utm_content=conversant)")