update app.py
Browse files
app.py
CHANGED
@@ -1,44 +1,37 @@
|
|
1 |
import gradio as gr
|
2 |
import os
|
3 |
import time
|
4 |
-
import json
|
5 |
import requests
|
6 |
|
7 |
-
# Set environment variables
|
8 |
-
# Note: For Hugging Face Spaces, you'll set these in the Secrets tab
|
9 |
-
# os.environ["TOGETHER_API_KEY"] = "your-api-key-here"
|
10 |
-
|
11 |
# Model options for dropdown
|
12 |
-
|
13 |
"Qwen/Qwen2.5-Coder-32B-Instruct",
|
14 |
"nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",
|
15 |
"deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
|
16 |
"meta-llama/Llama-3.3-70B-Instruct-Turbo-Free"
|
17 |
]
|
18 |
|
19 |
-
#
|
20 |
def get_together_client():
|
21 |
-
api_key = os.
|
22 |
if not api_key:
|
23 |
-
raise ValueError("TOGETHER_API_KEY not
|
24 |
return api_key
|
25 |
|
26 |
-
#
|
27 |
def call_llm(model, prompt, temperature=0.7, max_tokens=1500):
|
28 |
api_key = get_together_client()
|
29 |
-
|
30 |
-
|
31 |
-
|
32 |
-
|
33 |
-
|
34 |
-
|
35 |
try:
|
36 |
headers = {
|
37 |
"Authorization": f"Bearer {api_key}",
|
38 |
"Content-Type": "application/json"
|
39 |
}
|
40 |
-
|
41 |
-
data = {
|
42 |
"model": model,
|
43 |
"messages": [
|
44 |
{"role": "system", "content": system_message},
|
@@ -48,35 +41,23 @@ def call_llm(model, prompt, temperature=0.7, max_tokens=1500):
|
|
48 |
"max_tokens": max_tokens,
|
49 |
"top_p": 0.9
|
50 |
}
|
51 |
-
|
52 |
-
|
53 |
-
|
54 |
-
|
55 |
-
json=data
|
56 |
)
|
57 |
-
|
58 |
-
|
59 |
-
|
60 |
-
|
61 |
-
|
62 |
-
completion_text = response_data["choices"][0]["message"]["content"]
|
63 |
-
|
64 |
-
end_time = time.time()
|
65 |
-
duration = end_time - start_time
|
66 |
-
|
67 |
-
# Add duration to the completion text if needed
|
68 |
-
# completion_text += f"\n\nResponse time: {duration:.2f} seconds"
|
69 |
-
|
70 |
-
return completion_text
|
71 |
-
|
72 |
except Exception as e:
|
73 |
-
return f"Error calling API: {
|
74 |
|
75 |
-
#
|
76 |
def correct_apex_trigger(model, trigger_code):
|
77 |
if not trigger_code.strip():
|
78 |
return "Please provide Apex Trigger code to correct."
|
79 |
-
|
80 |
prompt = f"""
|
81 |
Please analyze and correct the following Apex Trigger code for migration from CloudCraze to B2B Lightning Experience.
|
82 |
Identify any issues, optimize it according to best practices, and provide the corrected code.
|
@@ -85,111 +66,101 @@ Identify any issues, optimize it according to best practices, and provide the co
|
|
85 |
{trigger_code}
|
86 |
```
|
87 |
|
88 |
-
Please return the corrected code with explanations of
|
89 |
"""
|
90 |
-
|
91 |
return call_llm(model, prompt)
|
92 |
|
93 |
-
#
|
94 |
def convert_cc_object(model, cc_object_code):
|
95 |
if not cc_object_code.strip():
|
96 |
return "Please provide CloudCraze Object code to convert."
|
97 |
-
|
98 |
prompt = f"""
|
99 |
Please convert the following CloudCraze Object code to B2B Lightning Experience format.
|
100 |
-
Identify the
|
101 |
-
map the fields correctly, and provide the complete definition for the B2B LEx version.
|
102 |
|
103 |
```
|
104 |
{cc_object_code}
|
105 |
```
|
106 |
|
107 |
-
|
108 |
-
1.
|
109 |
-
2. Field
|
110 |
-
3.
|
111 |
-
4.
|
112 |
"""
|
113 |
-
|
114 |
return call_llm(model, prompt)
|
115 |
|
116 |
-
# Gradio
|
117 |
-
|
118 |
-
gr.
|
119 |
-
|
120 |
-
|
121 |
-
|
122 |
-
|
123 |
-
|
124 |
-
|
125 |
-
|
126 |
-
|
127 |
-
with gr.Tab("Apex Trigger Correction"):
|
128 |
-
gr.Markdown("### Apex Trigger Correction")
|
129 |
-
gr.Markdown("Paste your Apex Trigger code below to correct issues for B2B LEx compatibility")
|
130 |
-
|
131 |
-
trigger_input = gr.Textbox(
|
132 |
-
lines=15,
|
133 |
-
placeholder="Paste your Apex Trigger code here...",
|
134 |
-
label="Apex Trigger Code"
|
135 |
-
)
|
136 |
-
|
137 |
-
# Make output multiline, interactive (allow scroll)
|
138 |
-
trigger_output = gr.Textbox(
|
139 |
-
lines=20,
|
140 |
-
label="Corrected Apex Trigger",
|
141 |
-
interactive=True # allows user to select/copy text easily
|
142 |
-
)
|
143 |
-
|
144 |
-
# Add the Correct button with loading indicator
|
145 |
-
trigger_button = gr.Button("Correct Apex Trigger")
|
146 |
-
trigger_button.click(
|
147 |
-
fn=correct_apex_trigger,
|
148 |
-
inputs=[model_dropdown, trigger_input],
|
149 |
-
outputs=trigger_output,
|
150 |
-
show_progress=True # this enables loading spinner on button
|
151 |
-
)
|
152 |
-
|
153 |
-
# Add a Clear button to reset the output textbox
|
154 |
-
trigger_clear = gr.Button("Clear")
|
155 |
-
trigger_clear.click(lambda: "", [], trigger_output)
|
156 |
-
|
157 |
-
with gr.Tab("CloudCraze Object Conversion"):
|
158 |
-
gr.Markdown("### CloudCraze to B2B LEx Object Conversion")
|
159 |
-
gr.Markdown("Paste your CloudCraze Object code to convert it to B2B Lightning Experience format")
|
160 |
-
|
161 |
-
object_input = gr.Textbox(
|
162 |
-
lines=15,
|
163 |
-
placeholder="Paste your CloudCraze Object code here...",
|
164 |
-
label="CloudCraze Object Code"
|
165 |
-
)
|
166 |
-
|
167 |
-
object_output = gr.Textbox(
|
168 |
-
lines=20,
|
169 |
-
label="Converted B2B LEx Object",
|
170 |
-
interactive=True
|
171 |
)
|
172 |
-
|
173 |
-
|
174 |
-
|
175 |
-
|
176 |
-
|
177 |
-
|
178 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
179 |
)
|
180 |
-
|
181 |
-
|
182 |
-
|
183 |
-
|
184 |
-
gr.Markdown("### About This Tool")
|
185 |
-
gr.Markdown("""
|
186 |
-
This tool uses advanced AI models to assist with Salesforce B2B Commerce migrations.
|
187 |
-
- The Apex Trigger Correction tool helps fix trigger code for B2B Lightning Experience compatibility
|
188 |
-
- The CloudCraze Object Conversion tool maps CC objects to their B2B LEx equivalents
|
189 |
-
|
190 |
-
**Note**: Always review AI-generated output before implementing in production environments.
|
191 |
-
""")
|
192 |
-
|
193 |
-
# Launch the app
|
194 |
if __name__ == "__main__":
|
195 |
-
|
|
|
1 |
import gradio as gr
|
2 |
import os
|
3 |
import time
|
|
|
4 |
import requests
|
5 |
|
|
|
|
|
|
|
|
|
6 |
# Model options for dropdown
|
7 |
+
together_models = [
|
8 |
"Qwen/Qwen2.5-Coder-32B-Instruct",
|
9 |
"nvidia/Llama-3.1-Nemotron-70B-Instruct-HF",
|
10 |
"deepseek-ai/DeepSeek-R1-Distill-Llama-70B",
|
11 |
"meta-llama/Llama-3.3-70B-Instruct-Turbo-Free"
|
12 |
]
|
13 |
|
14 |
+
# Helper to fetch API key from environment
|
15 |
def get_together_client():
|
16 |
+
api_key = os.getenv("TOGETHER_API_KEY")
|
17 |
if not api_key:
|
18 |
+
raise ValueError("TOGETHER_API_KEY not set. Please add it in Space secrets.")
|
19 |
return api_key
|
20 |
|
21 |
+
# Call Together AI via REST API
|
22 |
def call_llm(model, prompt, temperature=0.7, max_tokens=1500):
|
23 |
api_key = get_together_client()
|
24 |
+
system_message = (
|
25 |
+
"You are a Salesforce development expert specializing in B2B Commerce migrations,"
|
26 |
+
" CloudCraze to B2B Lightning Experience conversions, and Apex code optimization."
|
27 |
+
)
|
28 |
+
start = time.time()
|
|
|
29 |
try:
|
30 |
headers = {
|
31 |
"Authorization": f"Bearer {api_key}",
|
32 |
"Content-Type": "application/json"
|
33 |
}
|
34 |
+
payload = {
|
|
|
35 |
"model": model,
|
36 |
"messages": [
|
37 |
{"role": "system", "content": system_message},
|
|
|
41 |
"max_tokens": max_tokens,
|
42 |
"top_p": 0.9
|
43 |
}
|
44 |
+
resp = requests.post(
|
45 |
+
"https://api.together.xyz/v1/chat/completions",
|
46 |
+
headers=headers,
|
47 |
+
json=payload
|
|
|
48 |
)
|
49 |
+
if resp.status_code != 200:
|
50 |
+
return f"Error: Status {resp.status_code}: {resp.text}"
|
51 |
+
data = resp.json()
|
52 |
+
text = data["choices"][0]["message"]["content"]
|
53 |
+
return text
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
54 |
except Exception as e:
|
55 |
+
return f"Error calling API: {e}"
|
56 |
|
57 |
+
# Build prompt for trigger correction
|
58 |
def correct_apex_trigger(model, trigger_code):
|
59 |
if not trigger_code.strip():
|
60 |
return "Please provide Apex Trigger code to correct."
|
|
|
61 |
prompt = f"""
|
62 |
Please analyze and correct the following Apex Trigger code for migration from CloudCraze to B2B Lightning Experience.
|
63 |
Identify any issues, optimize it according to best practices, and provide the corrected code.
|
|
|
66 |
{trigger_code}
|
67 |
```
|
68 |
|
69 |
+
Please return the corrected code with explanations of changes.
|
70 |
"""
|
|
|
71 |
return call_llm(model, prompt)
|
72 |
|
73 |
+
# Build prompt for object conversion
|
74 |
def convert_cc_object(model, cc_object_code):
|
75 |
if not cc_object_code.strip():
|
76 |
return "Please provide CloudCraze Object code to convert."
|
|
|
77 |
prompt = f"""
|
78 |
Please convert the following CloudCraze Object code to B2B Lightning Experience format.
|
79 |
+
Identify the corresponding B2B LEx system object, map fields, and provide the full definition.
|
|
|
80 |
|
81 |
```
|
82 |
{cc_object_code}
|
83 |
```
|
84 |
|
85 |
+
Return:
|
86 |
+
1. Equivalent B2B LEx object name
|
87 |
+
2. Field mappings
|
88 |
+
3. Full implementation code
|
89 |
+
4. Additional steps if needed
|
90 |
"""
|
|
|
91 |
return call_llm(model, prompt)
|
92 |
|
93 |
+
# Gradio App
|
94 |
+
def main():
|
95 |
+
with gr.Blocks(title="Salesforce B2B Commerce Migration Assistant") as app:
|
96 |
+
gr.Markdown("# Salesforce B2B Commerce Migration Assistant")
|
97 |
+
gr.Markdown("This tool helps migrate CloudCraze code to B2B Lightning Experience.")
|
98 |
+
|
99 |
+
model_dropdown = gr.Dropdown(
|
100 |
+
choices=together_models,
|
101 |
+
value=together_models[0],
|
102 |
+
label="Select AI Model"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
103 |
)
|
104 |
+
|
105 |
+
with gr.Tab("Apex Trigger Correction"):
|
106 |
+
gr.Markdown("### Apex Trigger Correction")
|
107 |
+
gr.Markdown("Paste your Apex Trigger code below:")
|
108 |
+
|
109 |
+
trigger_input = gr.Textbox(
|
110 |
+
lines=15,
|
111 |
+
placeholder="Paste Apex Trigger code here...",
|
112 |
+
label="Apex Trigger Code"
|
113 |
+
)
|
114 |
+
trigger_output = gr.Textbox(
|
115 |
+
lines=20,
|
116 |
+
label="Corrected Apex Trigger",
|
117 |
+
interactive=True
|
118 |
+
)
|
119 |
+
trigger_button = gr.Button("Correct Apex Trigger")
|
120 |
+
trigger_button.click(
|
121 |
+
fn=correct_apex_trigger,
|
122 |
+
inputs=[model_dropdown, trigger_input],
|
123 |
+
outputs=trigger_output,
|
124 |
+
show_progress=True
|
125 |
+
)
|
126 |
+
trigger_clear = gr.Button("Clear")
|
127 |
+
trigger_clear.click(lambda: "", [], trigger_output)
|
128 |
+
|
129 |
+
with gr.Tab("CloudCraze Object Conversion"):
|
130 |
+
gr.Markdown("### CloudCraze Object Conversion")
|
131 |
+
gr.Markdown("Paste your CloudCraze Object code below:")
|
132 |
+
|
133 |
+
object_input = gr.Textbox(
|
134 |
+
lines=15,
|
135 |
+
placeholder="Paste CC object code here...",
|
136 |
+
label="CloudCraze Object Code"
|
137 |
+
)
|
138 |
+
object_output = gr.Textbox(
|
139 |
+
lines=20,
|
140 |
+
label="Converted B2B LEx Object",
|
141 |
+
interactive=True
|
142 |
+
)
|
143 |
+
object_button = gr.Button("Convert Object")
|
144 |
+
object_button.click(
|
145 |
+
fn=convert_cc_object,
|
146 |
+
inputs=[model_dropdown, object_input],
|
147 |
+
outputs=object_output,
|
148 |
+
show_progress=True
|
149 |
+
)
|
150 |
+
object_clear = gr.Button("Clear")
|
151 |
+
object_clear.click(lambda: "", [], object_output)
|
152 |
+
|
153 |
+
gr.Markdown("### About This Tool")
|
154 |
+
gr.Markdown(
|
155 |
+
"""
|
156 |
+
- **Trigger Correction**: Fixes Apex Triggers for B2B LEx compatibility.
|
157 |
+
- **Object Conversion**: Maps and converts CloudCraze object definitions to B2B LEx.
|
158 |
+
|
159 |
+
Always review AI-generated code before production use.
|
160 |
+
"""
|
161 |
)
|
162 |
+
|
163 |
+
app.launch()
|
164 |
+
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
165 |
if __name__ == "__main__":
|
166 |
+
main()
|