updated application

.python-version

@@ -1 +1 @@
-3.12
+3.11

app.py

@@ -3,19 +3,22 @@
 # %% IMPORTS
 
 import logging
-import os
 
 import gradio as gr
 from openai import OpenAI
+from openai.types.chat import (
+    ChatCompletionAssistantMessageParam,
+    ChatCompletionMessageParam,
+    ChatCompletionSystemMessageParam,
+    ChatCompletionUserMessageParam,
+)
 
 # %% CONFIGS
 
 # %% - Models
 
 MODEL_NAME = "gpt-3.5-turbo"
-MODEL_STREAM = True
 MODEL_TEMPERATURE = 0.0
-MODEL_API_KEY = os.environ["OPENAI_API_KEY"]
 
 # %% - Prompts
 
@@ -29,9 +32,9 @@ PROMPT_SYSTEM = PROMPT_INSTRUCTIONS + PROMPT_CONTEXT
 
 # %% - Interfaces
 
-THEME = "soft"
-TITLE = "Fmind AI Assistant"
-EXAMPLES = [
+INTERFACE_THEME = "base"
+INTERFACE_TITLE = "Fmind AI Assistant"
+INTERFACE_EXAMPLES = [
     "Who is Médéric Hurier (Fmind)?",
     "Is Fmind open to new opportunities?",
     "Can you share details about Médéric PhD?",
@@ -39,17 +42,19 @@ EXAMPLES = [
     "Describe his proficiency with Python programming",
     "What is the answer to life, the universe, and everything?",
 ]
-DESCRIPTION = (
+INTERFACE_DESCRIPTION = (
     "<center>"
     "Visit my website: <a href='https://fmind.dev'>https://fmind.dev</a>"
     " - Médéric HURIER (Fmind)"
-    " - Freelancer: AI/FM/MLOps Engineer | Data Scientist | MLOps Community Organizer | OpenClassrooms Mentor | Hacker | PhD"
+    " - Freelancer: AI/FM/MLOps Engineer | Data Scientist | MLOps Community Organizer | MLflow Ambassador | Hacker | PhD"
     "</center>"
 )
+INTERFACE_CACHE_EXAMPLES = "lazy"
+INTERFACE_CONCURRENCY_LIMIT = None
 
 # %% CLIENTS
 
-client = OpenAI(api_key=MODEL_API_KEY)
+client = OpenAI()
 
 # %% LOGGING
 
@@ -63,23 +68,25 @@ logging.basicConfig(
 
 def answer(message: str, history: list[tuple[str, str]]) -> str:
     """Answer questions about my resume."""
-    # - messages
-    messages = []
-    messages += [{"role": "system", "content": PROMPT_SYSTEM}]
+    # messages
+    messages: list[ChatCompletionMessageParam] = []
+    messages += [ChatCompletionSystemMessageParam(role="system", content=PROMPT_SYSTEM)]
     for user, assistant in history:
-        messages += [{"role": "user", "content": user}]
-        messages += [{"role": "assistant", "content": assistant}]
-    messages += [{"role": "user", "content": message}]
-    # return message
-    # - response
+        messages += [ChatCompletionUserMessageParam(role="user", content=user)]
+        messages += [ChatCompletionAssistantMessageParam(role="assistant", content=assistant)]
+    messages += [ChatCompletionUserMessageParam(role="user", content=message)]
+    # response
     response = client.chat.completions.create(
         model=MODEL_NAME,
         messages=messages,
         temperature=MODEL_TEMPERATURE,
     )
-    # logging.info("Response: %s", api_response.to_dict_recursive())
+    logging.info("Response: %s", response.usage)
+    # content
     content = response.choices[0].message.content
-    # return
+    if content is None:
+        logging.warning("Response content is None: %s", response)
+        return "[Internal Error] Sorry, I don't have an answer for that."
     return content
 
 
@@ -87,10 +94,12 @@ def answer(message: str, history: list[tuple[str, str]]) -> str:
 
 interface = gr.ChatInterface(
     fn=answer,
-    theme=THEME,
-    title=TITLE,
-    examples=EXAMPLES,
-    description=DESCRIPTION,
+    theme=INTERFACE_THEME,
+    title=INTERFACE_TITLE,
+    examples=INTERFACE_EXAMPLES,
+    description=INTERFACE_DESCRIPTION,
+    cache_examples=INTERFACE_CACHE_EXAMPLES,
+    concurrency_limit=INTERFACE_CONCURRENCY_LIMIT,
     clear_btn=None,
     retry_btn=None,
     undo_btn=None,

gradio_cached_examples/13/indices.csv

@@ -0,0 +1 @@
+2

gradio_cached_examples/13/log.csv

@@ -0,0 +1,2 @@
+Chatbot,flag,username,timestamp
+"[[""Can you share details about M\u00e9d\u00e9ric PhD?"", ""### Doctor of Philosophy (PhD) in computer security and artificial intelligence\n\n- **School:** University of Luxembourg\n- **Location:** Luxembourg\n- **Grade:** Very Good\n- **Period:** 2015 - 2019\n- **Thesis Title:** Creating better ground truth to further understand Android malware\n\n### Publications related to PhD:\n\n1. **Creating better ground truth to further understand Android malware:**\n   - Publisher: University of Luxembourg\n   - Publication date: July 1, 2019\n   - Link: [Read more](https://orbilu.uni.lu/handle/10993/39903)\n\n2. **Euphony: Harmonious Unification of Cacophonous Anti-Virus Vendor Labels for Android Malware:**\n   - Publisher: MSR 2017\n   - Publication date: May 21, 2017\n   - Link: [Read more](https://orbilu.uni.lu/handle/10993/31441)\n\n3. **On the Lack of Consensus in Anti-Virus Decisions: Metrics and Insights on Building Ground Truths of Android Malware:**\n   - Publisher: DIMVA 2016\n   - Publication date: July 7, 2016\n   - Link: [Read more](https://orbilu.uni.lu/handle/10993/27845)\n\nThese publications showcase M\u00e9d\u00e9ric's research contributions in the field of computer security and artificial intelligence during his PhD studies.""]]",,,2024-05-11 18:44:36.060908

pyproject.toml

@@ -1,9 +1,9 @@
 [tool.mypy]
-python_version = "3.12"
+python_version = "3.11"
 ignore_missing_imports = true
 
 [tool.ruff]
 fix = true
 indent-width = 4
 line-length = 100
-target-version = "py312"
+target-version = "py311"

tasks/cleans.py

@@ -29,6 +29,7 @@ def ruff(ctx: Context) -> None:
 @task
 def python(ctx: Context) -> None:
     """Clean python files and folders."""
+    ctx.run("find . -type f -name '*.py[co]' -delete")
     ctx.run("find . -type d -name __pycache__ -delete")
 
 
@@ -37,6 +38,6 @@ def all(_: Context) -> None:
     """Run all clean tasks."""
 
 
-@task(pre=[install, all])
+@task(pre=[all, install])
 def reset(_: Context) -> None:
     """Reset the project state."""