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Remove positions and use more guided thinking

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This commit is contained in:
Shrikanth Upadhayaya 2025-03-31 16:14:29 -04:00
parent 18b9c0b82e
commit 6570bf89c4
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6 changed files with 88 additions and 201 deletions

24
final_agent.py
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@ -5,11 +5,10 @@ from typing import Optional
from pydantic import BaseModel, Field
from pydantic_ai import Agent, RunContext
from pydantic_ai.agent import AgentRunResult
from pydantic_ai.settings import ModelSettings
from lib import run_agent_with_retries
from models import Comment
from models import Comment, ResponseWithThinking
@dataclass
@ -58,7 +57,11 @@ provide a detailed review that the junior engineer can use to improve the
schematic. The netlist may be blank. If it is, review the schematic without
considering the netlist.
First, review the page in <thinking></thinking> tags.
First, review the full schematic in <thinking></thinking> tags. Consider your
notes, the overall purpose of the the design, and any issues you see in your
memory or the comments. Make sure the comments are relevant and not
inconsistent. Think through the comments and decide if they would be useful to
the junior engineer; if they aren't, feel free to remove them.
Once you are done thinking, respond in <output> tags in JSON following the
given schema:
@ -92,9 +95,6 @@ Notes for your review:
1. Do NOT hallucinate. Focus on elements of the schematic that are actually on
the design, and use your notes and the netlist for details and references.
1. Your suggestions must NOT require a human to further review. For example,
instead of saying "Ensure all ICs have adequate decoupling capacitors", you
should check that yourself and provide the results.
2. DO NOT start any suggestions with "Ensure", "Confirm", "Verify" or similar
words; all recommendations MUST BE specific, actionable and relevant to the
design.
@ -109,7 +109,7 @@ Notes for your review:
final_agent = Agent(
system_prompt=FINAL_REVIEW_PROMPT,
deps_type=FinalAgentDeps,
result_type=FinalResponse,
result_type=ResponseWithThinking[FinalResponse],
model_settings=ModelSettings(max_tokens=8192),
)
@ -133,8 +133,8 @@ async def call(
max_attempts: int,
retry_delay: int,
logger: logging.Logger,
) -> Optional[AgentRunResult[FinalResponse]]:
return await run_agent_with_retries(
) -> Optional[FinalResponse]:
response = await run_agent_with_retries(
final_agent,
[
"Provide a final review of the schematic.",
@ -147,3 +147,9 @@ async def call(
retry_delay,
logger,
)
if response:
logger.debug(response.data.thinking)
return response.data.output
else:
return None

4
main.py
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@ -10,7 +10,7 @@ import final_agent
import step_agent
from lib import filter_schematic_page, render_svg, split_multipage_svg
VERSION = (0, 4, 2)
VERSION = (0, 4, 3)
RETRY_DELAY = 60
"""
@ -160,7 +160,7 @@ async def main():
logger.error("Rate limited too many times. Exiting.")
sys.exit(1)
out_json = final_result.data.model_dump(mode="json")
out_json = final_result.model_dump(mode="json")
out_json["page_view_bounds"] = page_view_bounds
with open(args.output_path, "w") as f:

59
models.py
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@ -1,9 +1,14 @@
import enum
from typing import Optional
from typing import Literal, Optional, Union
from pydantic import BaseModel, Field
class ResponseWithThinking[T](BaseModel):
thinking: str
output: T
class Importance(enum.Enum):
CRITICAL = "Critical"
MAJOR = "Major"
@ -16,6 +21,16 @@ class Comment(BaseModel):
A comment on a Design Review for a design.
"""
description: str = Field(
...,
description=(
"A detailed description of the issue/improvement in GitHub Flavored "
"Markdown. This should include a description of the issue, why it is "
"important, the reasoning behind why this is an issue or why this "
"improvement is necessary, and any other relevant information. "
),
)
summary: str = Field(
...,
description=(
@ -32,7 +47,7 @@ class Comment(BaseModel):
),
)
element: Optional[str] = Field(
elements: Optional[str] = Field(
None,
description=(
"The component, pin or net that should be reviewed. If this comment"
@ -41,22 +56,9 @@ class Comment(BaseModel):
"`U1A.1` where `U1A` is the designator of the component and `1` is "
"the pin number. If it is about a net, refer to it as the name of "
"the net. If this comment is not specific to an element, you can "
"leave this blank."
),
)
position: Optional[list[float]] = Field(
None,
description=(
"The position of the element on the page, in the form [x, y], where "
"x is the horizontal position from the left and y is the vertical "
"position from the top. A window around this position will be "
"highlighted to the junior in the design image. If this comment is"
"about a component, pick a position that is representative of the "
"component. If it is about a pin, pick the position of the pin. If"
"it is about a net, pick a position representative of the net, i.e. "
"either the port for the net OR a connection point like a pin. If "
"this comment is not specific to an element, you can leave this blank."
"leave this blank. When referencing multiple elements, they MUST be "
"separated by exactly a comma and a space. For example: `U1A.1, "
"U2A.2, U3A.3`."
),
)
@ -64,8 +66,27 @@ class Comment(BaseModel):
None,
description=(
"If you have a concrete, actionable suggestion, provide it here in "
"GitHub Flavored Markdown. Otherwise, you may leave this blank."
"GitHub Flavored Markdown. This MUST be one paragraph of 1-2 sentences. "
"Otherwise, you may leave this blank."
),
)
importance: Importance = Field(..., description="The importance of the comment.")
class Sample[T](BaseModel):
"""
An example of a T to be provided to the LLM for training.
"""
sample: T
rating: Union[Literal["Good"], Literal["Bad"]] = Field(
..., description="The rating of the sample."
)
explanation: str = Field(
...,
description="An explanation for why this sample is rated as it is.",
)
COMMENT_EXAMPLES = []

7
pyproject.toml
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@ -2,13 +2,10 @@
[project]
name = "llm-review"
version = "0.4.2"
version = "0.4.3"
readme = "README.md"
requires-python = ">=3.13"
dependencies = [
"playwright>=1.51.0",
"pydantic-ai>=0.0.41",
]
dependencies = ["playwright>=1.51.0", "pydantic-ai>=0.0.41"]
[tool.ruff.lint]
select = ["E4", "E7", "E9", "F", "I"]

42
step_agent.py
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@ -4,11 +4,10 @@ from typing import Optional
from pydantic import BaseModel, Field
from pydantic_ai import Agent, BinaryContent
from pydantic_ai.agent import AgentRunResult
from pydantic_ai.settings import ModelSettings
from lib import run_agent_with_retries
from models import Comment
from models import Comment, ResponseWithThinking
class StepResponse(BaseModel):
@ -30,11 +29,6 @@ class StepResponse(BaseModel):
)
class ResponseWithThinking(BaseModel):
thinking: str
output: StepResponse
STEP_PROMPT = f"""
You are a senior Schematic Engineer. You have been given a schematic to review.
You are to provide feedback on the schematic to the junior engineer who designed
@ -59,13 +53,30 @@ the schematic without considering the netlist.
First, review the page in <thinking></thinking> tags. Make sure to think about
the design, the connections, and any issues you find. You should also think
about the overall design and how this page fits into it. Before you start
writing your output, list out all elements you want to comment on along with
their position as given in the JSON. In your list of elements, you SHOULD be
specific: if you find an issue with a component, refer to it by its designator;
if you find an issue with a pin, refer to it in the form `U1A.1` where `U1A` is
the designator of the component and `1` is the pin number; do NOT refer to the
component itself.
about the overall design and how this page fits into it. Then, identify key
components, nets and connections, noting down potential issues or improvements
along the way. Once you understand the design, you can start thinking about
your output. For this, start by making a shortlist of issues or improvements
you want to comment on. On each element of the shortlist, write a paragraph
starting with your reasoning behind the issue or comment, then a summary, and
finally a recommendation if relevant. This should look something like:
According to its spec sheet, this chip requires a 100K resistor to be in
series at pin 6. However, I see that the schematic has a 10K resistor on
U2.6. This could lead to instability in the output signal. I should
recommend replacing the 10K resistor (R18) with a 100K resistor.
Sometimes, you may be missing details that are on other pages. In that case,
make sure to make a note to yourself in your memory such that you will be able
to verify whether or not there is an issue and therefore make a relevant
comment. You can also create a comment that notes that this may be invalidated
in another page; if you run into such comments, double check those and remove
them if they are no longer valid.
In your list of elements, you SHOULD be specific: if you find an issue with a
component, refer to it by its designator; if you find an issue with a pin,
refer to it in the form `U1A.1` where `U1A` is the designator of the component
and `1` is the pin number; do NOT refer to the component itself.
Once you are done thinking, respond in <output> tags in JSON following the
given schema:
@ -106,7 +117,7 @@ Notes for your review:
step_agent = Agent(
system_prompt=STEP_PROMPT,
result_type=ResponseWithThinking,
result_type=ResponseWithThinking[StepResponse],
model_settings=ModelSettings(max_tokens=8192),
)
@ -140,6 +151,7 @@ async def call(
)
if response:
logger.debug(response.data.thinking)
return response.data.output
else:
return None

153
uv.lock generated
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@ -1,5 +1,5 @@
version = 1
requires-python = ">=3.11"
requires-python = ">=3.13"
[[package]]
name = "annotated-types"
@ -35,7 +35,6 @@ source = { registry = "https://pypi.org/simple" }
dependencies = [
{ name = "idna" },
{ name = "sniffio" },
{ name = "typing-extensions", marker = "python_full_version < '3.13'" },
]
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