From 5505dc9ca3d68a5b112a13eae97f8f276d248be1 Mon Sep 17 00:00:00 2001
From: Shrikanth Upadhayaya <shrik450@gmail.com>
Date: Tue, 18 Mar 2025 16:16:56 -0400
Subject: [PATCH] Initialize with basic reviewer
---
.gitignore | 174 ++++++++
.python-version | 1 +
README.md | 4 +
main.py | 131 ++++++
pyproject.toml | 9 +
uv.lock | 1013 +++++++++++++++++++++++++++++++++++++++++++++++
6 files changed, 1332 insertions(+)
create mode 100644 .gitignore
create mode 100644 .python-version
create mode 100644 README.md
create mode 100644 main.py
create mode 100644 pyproject.toml
create mode 100644 uv.lock
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..0a19790
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,174 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+# Usually these files are written by a python script from a template
+# before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+# For a library or package, you might want to ignore these files since the code is
+# intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+# According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+# However, in case of collaboration, if having platform-specific dependencies or dependencies
+# having no cross-platform support, pipenv may install dependencies that don't work, or not
+# install all needed dependencies.
+#Pipfile.lock
+
+# UV
+# Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+#uv.lock
+
+# poetry
+# Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+# This is especially recommended for binary packages to ensure reproducibility, and is more
+# commonly ignored for libraries.
+# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+# in version control.
+# https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+# and can be added to the global gitignore or merged into this file. For a more nuclear
+# option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# Ruff stuff:
+.ruff_cache/
+
+# PyPI configuration file
+.pypirc
diff --git a/.python-version b/.python-version
new file mode 100644
index 0000000..2c07333
--- /dev/null
+++ b/.python-version
@@ -0,0 +1 @@
+3.11
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..91d9857
--- /dev/null
+++ b/README.md
@@ -0,0 +1,4 @@
+# LLM Review
+
+An agent that uses an LLM (OpenAI GPT or Anthropic Claude) to review a board
+schematic.
diff --git a/main.py b/main.py
new file mode 100644
index 0000000..beadceb
--- /dev/null
+++ b/main.py
@@ -0,0 +1,131 @@
+import argparse
+import asyncio
+import json
+import logging
+import time
+
+from dataclasses import dataclass
+from typing import Optional
+
+from pydantic_ai import Agent, BinaryContent, RunContext
+
+
+VERSION = (0, 1, 0)
+
+SYSTEM_PROMPT = """
+You are a Schematic Engineer. You have been tasked with reviewing a schematic.
+The schematic will be provided to you as an image of the schematic. You have
+access to a tool which can provide you with the details of a component given
+its designator. You must review the schematic and provide a markdown document
+with the following details:
+
+1. Potential issues with the schematic.
+2. Any missing components.
+3. Scope for improvement in the schematic.
+
+Your suggestions must NOT require a human to further review. For example,
+instead of saying "Verify if all ICs have adequate decoupling capacitors", you
+should do the verification yourself and provide the results. All of your
+recommendations MUST include a reference to WHAT component, pin or net should be
+reviewed.
+
+You MUST use the tool provided to get the details of the components. The tool
+will provide you with the details of a component given its designator. DO NOT
+use the tool to fetch component designators that are NOT in the schematic image.
+
+If any of the details are not applicable, please mention so in your response.
+"""
+
+logger = logging.getLogger(__name__)
+handler = logging.StreamHandler()
+formatter = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
+handler.setFormatter(formatter)
+logger.addHandler(handler)
+
+# Global semaphore and timestamp for rate limiting
+component_call_limiter = asyncio.Semaphore(1)
+last_component_call_time = 0
+
+
+@dataclass
+class AgentDeps:
+ json: dict
+
+
+agent = Agent(
+ "openai:gpt-4o-mini",
+ deps_type=AgentDeps,
+ system_prompt=SYSTEM_PROMPT,
+)
+
+
+@agent.tool()
+async def get_component_details(
+ ctx: RunContext[AgentDeps], designator: str
+) -> Optional[dict]:
+ global last_component_call_time
+
+ async with component_call_limiter:
+ current_time = time.time()
+ time_since_last_call = current_time - last_component_call_time
+
+ # Rate limit: one call per 30 seconds
+ if time_since_last_call < 30:
+ wait_time = 30 - time_since_last_call
+ logger.info(
+ f"Rate limiting: waiting {wait_time:.2f} seconds before next component lookup"
+ )
+ await asyncio.sleep(wait_time)
+
+ # Update the last call time after potentially waiting
+ last_component_call_time = time.time()
+
+ logger.debug("Getting details for component %s", designator)
+ json = ctx.deps.json
+ first_page: dict = next(iter(json.get("pages", [])), {})
+ components: dict = first_page.get("components", {})
+ component = next(
+ (c for c in components.values() if c.get("reference") == designator), None
+ )
+
+ if component is None:
+ logger.warning("Component %s not found", designator)
+
+ return component
+
+
+async def main():
+ arg_parser = argparse.ArgumentParser(description="LLM Review")
+ arg_parser.add_argument(
+ "--json-path", help="Path to the JSON of the schematic", required=True
+ )
+ arg_parser.add_argument(
+ "--image-path", help="Path to a JPEG image of the schematic", required=True
+ )
+ arg_parser.add_argument(
+ "--output-path", help="Path to the output markdown", required=True
+ )
+ arg_parser.add_argument("--log-level", help="Log level", default="INFO")
+
+ args = arg_parser.parse_args()
+ logger.setLevel(args.log_level)
+
+ logger.info("LLM Review version %s" % ".".join(map(str, VERSION)))
+
+ with open(args.json_path, "r") as f:
+ json_data = json.load(f)
+ with open(args.image_path, "rb") as f:
+ image = f.read()
+
+ deps = AgentDeps(json=json_data)
+ result = await agent.run(
+ ["Review this schematic.", BinaryContent(data=image, media_type="image/jpeg")],
+ deps=deps,
+ )
+
+ with open(args.output_path, "w") as f:
+ f.write(result.data)
+
+
+if __name__ == "__main__":
+ asyncio.run(main())
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..23bd86d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,9 @@
+[project]
+name = "llm-review"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.11"
+dependencies = [
+ "pydantic-ai>=0.0.41",
+]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..7ecbc3b
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,1013 @@
+version = 1
+requires-python = ">=3.11"
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
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+[[package]]
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