Started DSPy CLI

hello_world.py

@@ -0,0 +1,9 @@
+from pydantic import BaseModel, Field, validator, root_validator, EmailStr, UrlStr
+from typing import List, Optional
+from datetime import datetime
+
+
+class HelloWorld(BaseModel):
+    """A simple Pydantic model for displaying a message."""
+    message: str = Field(default="Hello, World!", title="", description="A simple message to be displayed.")
+

openai_usage.log

@@ -1,2 +1,185 @@
 HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
 HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 0.759643 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 1.952363 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 0.767330 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 1.751419 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 0.847209 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 1.803567 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Backing off request(...) for 0.2s (openai.InternalServerError: Error code: 500 - {'error': {'message': 'The server had an error processing your request. Sorry about that! You can retry your request, or contact us through our help center at help.openai.com if you keep seeing this error. (Please include the request ID req_ab8d232d6bb8f337c7d61e4d04506240 in your email.)', 'type': 'server_error', 'param': None, 'code': None}})
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 0.785643 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 500 Internal Server Error"
+Retrying request to /completions in 0.957306 seconds
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/chat/completions "HTTP/1.1 200 OK"
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+Note: NumExpr detected 10 cores but "NUMEXPR_MAX_THREADS" not set, so enforcing safe limit of 8.
+NumExpr defaulting to 8 threads.
+HTTP Request: POST https://api.openai.com/v1/completions "HTTP/1.1 200 OK"

src/experiments/actor/event/add_to_cart_button_click.py

@@ -3,5 +3,5 @@
 
 class AddToCartButtonClick(Event):
     """Generated class for AddToCartButtonClick, inheriting from Event."""
-
+    book -> cart (add command)
     pass

src/experiments/actor/event/checkout_form_submitted.py

@@ -1,7 +1,7 @@
-from rdddy.event import Event
+from rdddy.messages import AbstractEvent
 
 
-class CheckoutFormSubmitted(Event):
+class CheckoutFormSubmitted(AbstractEvent):
     """Generated class for CheckoutFormSubmitted, inheriting from Event."""
 
     pass

src/experiments/chatgpt_conversation_parser.py

@@ -51,7 +51,7 @@ def process_conversations_chunk(chunk):
                 data = Data(**conversation.mapping[key])
                 if data.message and data.message.author.role == "assistant":
                     for part in data.message.content.parts:
-                        if "ECCN" in part:
+                        if "AutoSpider" in part:
                             print(part)
                         # encoding = tiktoken.encoding_for_model("text-embedding-ada-002")
                         # print(len(encoding.encode(part)))

src/experiments/event_storm_renderer.py

@@ -12,7 +12,7 @@ class {{ event }}(Event):
     """
     Event triggered by {{ event }}.
     """
-    pass
+    {{ business_logic }}
 
 {% endfor %}
 
@@ -324,8 +324,8 @@ def main():
         EventStormingDomainSpecificationModel,
     )
 
-    lm = dspy.OpenAI(max_tokens=3000)
-    # lm = dspy.OpenAI(max_tokens=4500, model="gpt-4")
+    # lm = dspy.OpenAI(max_tokens=3000)
+    lm = dspy.OpenAI(max_tokens=4500, model="gpt-4")
     dspy.settings.configure(lm=lm)
     # Create a Jinja environment and render the template
     env = Environment()
@@ -334,7 +334,7 @@ def main():
 
     event_storm_model = GenPydanticInstance(
         root_model=EventStormingDomainSpecificationModel
-    )(prompt=prompt)
+    )(prompt="online contract signing full stack site")
 
     print(f"Event Storm Model {event_storm_model}")