Spaces:
Paused
Paused
Create prompy_engine.py
Browse files- prompy_engine.py +61 -0
prompy_engine.py
ADDED
|
@@ -0,0 +1,61 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
from log import log
|
| 2 |
+
|
| 3 |
+
|
| 4 |
+
class PromptEngine:
|
| 5 |
+
def __init__(self, service_config):
|
| 6 |
+
self.service_config = service_config
|
| 7 |
+
|
| 8 |
+
def build_intent_prompt(self, project_name):
|
| 9 |
+
project = self.service_config.get_project(project_name)
|
| 10 |
+
if not project:
|
| 11 |
+
raise Exception(f"Project not found: {project_name}")
|
| 12 |
+
|
| 13 |
+
system_prompt = self.service_config.system_prompt
|
| 14 |
+
intent_examples = []
|
| 15 |
+
|
| 16 |
+
for intent in project["intents"]:
|
| 17 |
+
examples = intent.get("examples", [])
|
| 18 |
+
intent_examples.append(f"Intent: {intent['name']}\nExamples:\n" + "\n".join(f"- {ex}" for ex in examples))
|
| 19 |
+
|
| 20 |
+
full_prompt = f"{system_prompt}\n\nIntent Definitions:\n" + "\n\n".join(intent_examples)
|
| 21 |
+
log("๐ Built intent detection prompt.")
|
| 22 |
+
return full_prompt
|
| 23 |
+
|
| 24 |
+
def build_parameter_prompt(self, project_name, intent_name, missing_parameters):
|
| 25 |
+
project = self.service_config.get_project(project_name)
|
| 26 |
+
if not project:
|
| 27 |
+
raise Exception(f"Project not found: {project_name}")
|
| 28 |
+
|
| 29 |
+
intent = next((i for i in project["intents"] if i["name"] == intent_name), None)
|
| 30 |
+
if not intent:
|
| 31 |
+
raise Exception(f"Intent not found: {intent_name}")
|
| 32 |
+
|
| 33 |
+
system_prompt = self.service_config.system_prompt
|
| 34 |
+
prompts = []
|
| 35 |
+
|
| 36 |
+
for param in intent.get("parameters", []):
|
| 37 |
+
if param["name"] in missing_parameters:
|
| 38 |
+
prompts.append(f"Extract the value for parameter '{param['name']}': {param['extraction_prompt']}")
|
| 39 |
+
|
| 40 |
+
if not prompts:
|
| 41 |
+
raise Exception("No extraction prompts found for missing parameters.")
|
| 42 |
+
|
| 43 |
+
full_prompt = f"{system_prompt}\n\nParameter Extraction:\n" + "\n".join(prompts)
|
| 44 |
+
log("๐ Built parameter extraction prompt.")
|
| 45 |
+
return full_prompt
|
| 46 |
+
|
| 47 |
+
def build_humanization_prompt(self, project_name, intent_name):
|
| 48 |
+
project = self.service_config.get_project(project_name)
|
| 49 |
+
if not project:
|
| 50 |
+
raise Exception(f"Project not found: {project_name}")
|
| 51 |
+
|
| 52 |
+
intent = next((i for i in project["intents"] if i["name"] == intent_name), None)
|
| 53 |
+
if not intent:
|
| 54 |
+
raise Exception(f"Intent not found: {intent_name}")
|
| 55 |
+
|
| 56 |
+
system_prompt = self.service_config.system_prompt
|
| 57 |
+
humanization_instruction = intent.get("humanization_prompt", "")
|
| 58 |
+
|
| 59 |
+
full_prompt = f"{system_prompt}\n\nHumanization Instruction:\n{humanization_instruction}"
|
| 60 |
+
log("๐ Built humanization prompt.")
|
| 61 |
+
return full_prompt
|