commit acb9585eb65bab60fe9ca046d53f2c0b7a8b3723 Author: Chris Proctor Date: Tue Apr 7 22:49:53 2026 -0400 Initial commit diff --git a/.commit_template b/.commit_template new file mode 100644 index 0000000..1f647b3 --- /dev/null +++ b/.commit_template @@ -0,0 +1,7 @@ +List five ideas for apps you would like to build with LLMs: + +1. +2. +3. +4. +5. diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..505a3b1 --- /dev/null +++ b/.gitignore @@ -0,0 +1,10 @@ +# Python-generated files +__pycache__/ +*.py[oc] +build/ +dist/ +wheels/ +*.egg-info + +# Virtual environments +.venv diff --git a/.python-version b/.python-version new file mode 100644 index 0000000..24ee5b1 --- /dev/null +++ b/.python-version @@ -0,0 +1 @@ +3.13 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e69de29 diff --git a/goodmorning.py b/goodmorning.py new file mode 100644 index 0000000..a35719a --- /dev/null +++ b/goodmorning.py @@ -0,0 +1,35 @@ +import ollama + +MODEL = "tinyllama" + +SYSTEM_PROMPT = """ +You are a helpful morning assistant. Help me get ready for school. +""" + + +def send_message(messages): + """Sends a conversation to the model, streaming its reply to the screen.""" + print("\nAssistant: ", end="", flush=True) + reply = "" + for chunk in ollama.chat(model=MODEL, messages=messages, stream=True): + piece = chunk.message.content + print(piece, end="", flush=True) + reply += piece + print() + return reply + + +def run(): + """Runs a chat loop, keeping track of the conversation.""" + messages = [{"role": "system", "content": SYSTEM_PROMPT}] + print("Good morning! Type 'quit' to exit.") + while True: + user_input = input("\nYou: ") + if user_input.strip().lower() == "quit": + break + messages.append({"role": "user", "content": user_input}) + reply = send_message(messages) + messages.append({"role": "assistant", "content": reply}) + + +run() diff --git a/pyproject.toml b/pyproject.toml new file mode 100644 index 0000000..40af3dd --- /dev/null +++ b/pyproject.toml @@ -0,0 +1,12 @@ +[project] +name = "lab-local-models" +version = "0.1.0" +description = "" +authors = [{ name = "Chris Proctor", email = "chris@chrisproctor.net" }] +requires-python = ">=3.13" +license = { text = "MIT" } +dependencies = [ + "geocoder>=1.38.1", + "ollama>=0.6.1", + "requests>=2.32.3", +] diff --git a/questions.md b/questions.md new file mode 100644 index 0000000..584171d --- /dev/null +++ b/questions.md @@ -0,0 +1,20 @@ +# Questions + +Answer each of the following questions. + +## Memory and models + +1. How much memory is available on your system? + +2. List two models from Hugging Face or Ollama's model library that could run on your system. For each one, explain + what it is good at. + +3. Choose an interesting-looking model that *cannot* run on your system. What is this model + good at doing? Imagine an AI-powered app you could create with this model and describe it. + +## Local vs. remote models + +4. Ollama can easily be configured to use a remotely-hosted model; you just provide the URL + where the model is hosted. List some of the advantages of locally-hosted models, and some + of the advantages of remotely-hosted models. What kinds of apps would be most suitable for + locally-hosted models? What kinds of apps would be most suitable for remotely-hosted models? diff --git a/tools.py b/tools.py new file mode 100644 index 0000000..a9c6a42 --- /dev/null +++ b/tools.py @@ -0,0 +1,93 @@ +from datetime import datetime +import geocoder +import os +import requests +import subprocess + + +def day_of_week() -> str: + """Returns the current day of the week. + + Returns: + The name of the current day, such as "Monday" or "Friday". + """ + return datetime.now().strftime("%A") + + +def local_weather() -> str: + """Returns a brief description of today's weather at the user's location. + + Uses the device's IP address to estimate location, then fetches the + National Weather Service forecast for that location. + + Returns: + A short text description of the current weather conditions, + or an error message if the weather cannot be fetched. + """ + location = geocoder.ip("me") + if not location or not location.latlng: + return "Unable to determine location for weather." + lat, lng = location.latlng + points_url = f"https://api.weather.gov/points/{lat},{lng}" + points = requests.get(points_url) + if not points.ok: + return "Unable to fetch weather data." + props = points.json()["properties"] + office = props["gridId"] + x = props["gridX"] + y = props["gridY"] + forecast_url = f"https://api.weather.gov/gridpoints/{office}/{x},{y}/forecast" + forecast = requests.get(forecast_url) + if not forecast.ok: + return "No weather forecast available." + periods = forecast.json()["properties"]["periods"] + today = periods[0] + return ( + f"{today['name']}: {today['shortForecast']}, " + f"{today['temperature']}°{today['temperatureUnit']}, " + f"wind {today['windSpeed']} {today['windDirection']}" + ) + + +def read_file(path: str) -> tuple[bool, str]: + """Reads a file and returns its contents as plain text. + + Supports many file formats including PDF, Word documents, HTML, and Markdown, + using pdftotext (for PDFs) and pandoc (for everything else). If the required + program is not installed or conversion fails, returns a description of the error. + + Args: + path: The path to the file to read. + + Returns: + A tuple of (success, text). When successful, success is True and text + contains the plain-text contents of the file. When unsuccessful, + success is False and text explains what went wrong. + """ + if not os.path.exists(path): + return (False, f"File not found: {path}") + + _, ext = os.path.splitext(path.lower()) + + if ext == ".pdf": + try: + result = subprocess.run( + ["pdftotext", path, "-"], + capture_output=True, text=True, check=True, + ) + return (True, result.stdout) + except FileNotFoundError: + return (False, "pdftotext is not installed. Install poppler-utils to read PDF files.") + except subprocess.CalledProcessError as e: + return (False, f"pdftotext failed: {e.stderr.strip()}") + + try: + result = subprocess.run( + ["pandoc", path, "--to", "plain"], + capture_output=True, text=True, check=True, + ) + return (True, result.stdout) + except FileNotFoundError: + return (False, "pandoc is not installed. Install pandoc to read this file format.") + except subprocess.CalledProcessError as e: + return (False, f"pandoc failed: {e.stderr.strip()}") diff --git a/uv.lock b/uv.lock new file mode 100644 index 0000000..f05a8ab --- /dev/null +++ b/uv.lock @@ -0,0 +1,199 @@ +version = 1 +requires-python = ">=3.13" + +[[package]] +name = "annotated-types" +version = "0.7.0" +source = { registry = "https://pypi.org/simple" } +sdist = { url = "https://files.pythonhosted.org/packages/ee/67/531ea369ba64dcff5ec9c3402f9f51bf748cec26dde048a2f973a4eea7f5/annotated_types-0.7.0.tar.gz", hash = "sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89", size = 16081 } +wheels = [ + { url = "https://files.pythonhosted.org/packages/78/b6/6307fbef88d9b5ee7421e68d78a9f162e0da4900bc5f5793f6d3d0e34fb8/annotated_types-0.7.0-py3-none-any.whl", hash = "sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53", size = 13643 }, +] + +[[package]] +name = "anyio" +version = "4.13.0" +source 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