mirror of
https://github.com/fsecada01/Pygentic-AI.git
synced 2025-06-19 05:26:04 +00:00
enhancements: reddit intelligence gathering now ingests multiple subreddits, as defined by the comma-delimited REDDIT_SUBREDDIT env var; added validate_result validator to swot agent; frontend fixes
This commit is contained in:
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@ -10,7 +10,7 @@ annotated-types==0.7.0
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# via
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# pydantic
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# sqlmodel-crud-utilities
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anthropic==0.44.0
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anthropic==0.45.0
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# via pydantic-ai-slim
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anyio==4.8.0
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# via
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@ -101,7 +101,7 @@ fastcrud==0.15.5
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# via -r core_requirements.in
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flower==2.0.1
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# via -r core_requirements.in
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google-auth==2.37.0
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google-auth==2.38.0
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# via pydantic-ai-slim
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googleapis-common-protos==1.66.0
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# via opentelemetry-exporter-otlp-proto-http
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@ -273,7 +273,7 @@ pygments==2.19.1
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# -c core_requirements.txt
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# ipython
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# nbconvert
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pyinstrument==5.0.0
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pyinstrument==5.0.1
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# via fastapi-debug-toolbar
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python-dateutil==2.9.0.post0
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# via
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@ -80,7 +80,7 @@ dependencies = [
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"aiomysql==0.2.0",
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"amqp==5.3.1",
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"annotated-types==0.7.0",
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"anthropic==0.44.0",
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"anthropic==0.45.0",
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"anyio==4.8.0",
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"appdirs==1.4.4",
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"asgiref==3.8.1",
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@ -108,7 +108,7 @@ dependencies = [
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"fastapi==0.115.7",
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"fastcrud==0.15.5",
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"flower==2.0.1",
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"google-auth==2.37.0",
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"google-auth==2.38.0",
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"googleapis-common-protos==1.66.0",
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"greenlet==3.1.1",
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"griffe==1.5.5",
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@ -308,7 +308,7 @@ dev = [
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"pydantic-settings==2.7.1",
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"pydantic==2.10.5",
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"pygments==2.19.1",
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"pyinstrument==5.0.0",
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"pyinstrument==5.0.1",
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"python-dateutil==2.9.0.post0",
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"python-dotenv==1.0.1",
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"python-json-logger==3.2.1",
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@ -1,12 +1,14 @@
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import asyncio
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import httpx
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from bs4 import BeautifulSoup as soup
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from pydantic_ai import RunContext
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from pydantic_ai import ModelRetry, RunContext
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from backend.core.consts import AI_MODEL
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from backend.core.core import SwotAgentDeps, SwotAnalysis, swot_agent
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from backend.core.utils import report_tool_usage
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from backend.logger import logger
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from backend.utils import get_val
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from backend.utils import get_val, set_event_loop, windows_sys_event_loop_check
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@swot_agent.tool(prepare=report_tool_usage)
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@ -76,7 +78,7 @@ async def analyze_competition(
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async def get_reddit_insights(
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ctx: RunContext[SwotAgentDeps],
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query: str,
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subreddit_name: str | None = None,
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subreddit_names: list[str] | None = None,
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):
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"""
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A tool to gain insights from a subreddit. Data is returned as string
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@ -84,25 +86,87 @@ async def get_reddit_insights(
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:param ctx: RunContext[SwotAgentDeps]
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:param query: str
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:param subreddit_name: str
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:param subreddit_names: str
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:return: str
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"""
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if not subreddit_name:
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subreddit_name = get_val("REDDIT_SUBREDDIT", "python")
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subreddit = ctx.deps.reddit_client.subreddit(subreddit_name)
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search_results = subreddit.search(query)
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if not subreddit_names:
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subreddit_names = get_val("REDDIT_SUBREDDIT", "python, ")
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subreddit_names = [x.strip() for x in subreddit_names.split(",")]
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insights = []
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for post in search_results:
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insights.append(
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f"Title: {post.title}\n"
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f"URL: {post.url}\n"
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f"Content: {post.selftext}\n",
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)
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if len(subreddit_names) <= 3:
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for name in subreddit_names:
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subreddit = ctx.deps.reddit_client.subreddit(name)
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search_results = subreddit.search(query)
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for post in search_results:
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insights.append(
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f"Title: {post.title}\n"
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f"URL: {post.url}\n"
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f"Content: {post.selftext}\n",
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)
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else:
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windows_sys_event_loop_check()
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set_event_loop()
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loop = asyncio.get_event_loop()
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tasks = [
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asyncio.ensure_future(
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loop.run_in_executor(
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None, ctx.deps.reddit_client.subreddit(name).search, query
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)
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)
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for name in subreddit_names
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]
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results = await asyncio.gather(*tasks)
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for result in results:
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for post in result:
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insights.append(
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f"Title: {post.title}\n"
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f"URL: {post.url}\n"
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f"Content: {post.selftext}\n",
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)
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return "\n".join(insights)
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@swot_agent.result_validator
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def validate_result(
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_ctx: RunContext[SwotAgentDeps], value: SwotAnalysis
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) -> SwotAnalysis:
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"""
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A validator for SWOT Analysis results; provides greater completeness and
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quality control
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:param _ctx: RunContext[SwotAgentDeps]
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:param value: SwotAnalysis
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:return: SwotAnalysis
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"""
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issues = []
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min = 2
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categories = {
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k.title(): getattr(value, k)
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for k in ("strengths", "weaknesses", "opportunities", "threats")
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}
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for cat_name, points in categories.items():
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if len(points) < min:
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issues.append(
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f"{cat_name} should have at least {min} points. "
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f"Current count is {len(points)}."
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)
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min_len_analysis = 100
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if len(value.analysis) < min_len_analysis:
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issues.append(
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f"Analysis should have at least {min_len_analysis} "
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f"characters. Current count is {len(value.analysis)}."
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)
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if issues:
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logger.info(f"Validation issues: {issues}")
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raise ModelRetry("\n".join(issues))
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return value
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async def run_agent(
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url: str,
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deps: SwotAgentDeps = SwotAgentDeps(),
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@ -1,4 +1,6 @@
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import asyncio
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import os
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import sys
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from decouple import config
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@ -92,3 +94,24 @@ def get_val(val: str, default: str | int | bool | None = None, **kwargs):
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)
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return val
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def windows_sys_event_loop_check():
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"""
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A function that sets the event loop policy to a Windows-specific one.
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This is a workaround to a known bug involving capturing an existing
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asyncio event loop on non-Linux platforms.
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"""
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if sys.platform == "win32":
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asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
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def set_event_loop():
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"""
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A utility function to capture the existing event loop if it's running.
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If no event loop is running, then a new one is created and set.
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"""
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try:
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asyncio.get_running_loop()
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except RuntimeError:
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asyncio.set_event_loop(asyncio.new_event_loop())
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@ -25,7 +25,16 @@
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from {
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transform: rotate(0deg);
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}
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to {
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transform: rotate(360deg);
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}
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}
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@media (max-width:768px) {
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.cell.is-col-span-2 {
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grid-column: span 1;
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}
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}
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@ -3,7 +3,7 @@
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id="result-container">
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<div class="container">
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<h2 class="subtitle is-2">Analysis Complete</h2>
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<div class="fixed-grid has-2-cols">
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<div class="fixed-grid has-1-cols-mobile">
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<div class="grid">
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{% for cat, val in result.dict().items() %}
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{% if not loop.last %}
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@ -9,18 +9,25 @@
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<div class="box">
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{% if is_error %}
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{% set bg_color = 'danger' %}
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{% set header_content, content = message.split('body:', 1) %}
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{% elif is_loading %}
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{% set bg_color = 'success' %}
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{% set header_content = 'Error' %}
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{% set content = message %}
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{% set header_content = 'Complete' %}
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{% elif is_tool_message %}
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{% set bg_color = 'dark'%}
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{% set header_content, content = message.split(' ', 2)[2].split('...', 1) %}
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{% else %}
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{% set bg_color = 'info' %}
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{% elif is_loading and "analysis complete" not in message.lower() %}
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{% set bg_color = 'warning' %}
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{% set content = message %}
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{% set header_content = 'In Progress' %}
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{% elif is_tool_message and "analysis complete" not in message.lower() %}
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{% set bg_color = 'info '%}
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{% set header_content, content = message.split(' ', 2)[2].split('...', 1) %}
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{% elif "analyzing..." in message.lower() %}
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{% set bg_color = 'link' %}
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{% set content = 'message' %}
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{% set header_content = "Starting"%}
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{% else %}
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{% set bg_color = 'success' %}
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{% set content = message %}
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{% set header_content = 'Done!' %}
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{% endif %}
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<StatusResult div_class={{ bg_color }}
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header_content={{ header_content }}>{{ message }}
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42
uv.lock
generated
42
uv.lock
generated
@ -282,7 +282,7 @@ requires-dist = [
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{ name = "aiomysql", specifier = "==0.2.0" },
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{ name = "amqp", specifier = "==5.3.1" },
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{ name = "annotated-types", specifier = "==0.7.0" },
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{ name = "anthropic", specifier = "==0.44.0" },
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{ name = "anthropic", specifier = "==0.45.0" },
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{ name = "anyio", specifier = "==4.8.0" },
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{ name = "appdirs", specifier = "==1.4.4" },
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{ name = "asgiref", specifier = "==3.8.1" },
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@ -310,7 +310,7 @@ requires-dist = [
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{ name = "fastapi-restful", specifier = "==0.6.0" },
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{ name = "fastcrud", specifier = "==0.15.5" },
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{ name = "flower", specifier = "==2.0.1" },
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{ name = "google-auth", specifier = "==2.37.0" },
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{ name = "google-auth", specifier = "==2.38.0" },
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{ name = "googleapis-common-protos", specifier = "==1.66.0" },
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{ name = "greenlet", specifier = "==3.1.1" },
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{ name = "griffe", specifier = "==1.5.5" },
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@ -510,7 +510,7 @@ dev = [
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{ name = "pydantic-extra-types", specifier = "==2.10.2" },
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{ name = "pydantic-settings", specifier = "==2.7.1" },
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{ name = "pygments", specifier = "==2.19.1" },
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{ name = "pyinstrument", specifier = "==5.0.0" },
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{ name = "pyinstrument", specifier = "==5.0.1" },
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{ name = "python-dateutil", specifier = "==2.9.0.post0" },
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{ name = "python-dotenv", specifier = "==1.0.1" },
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{ name = "python-json-logger", specifier = "==3.2.1" },
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@ -606,7 +606,7 @@ wheels = [
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[[package]]
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name = "anthropic"
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version = "0.44.0"
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version = "0.45.0"
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source = { registry = "https://pypi.org/simple" }
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dependencies = [
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{ name = "anyio" },
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@ -617,9 +617,9 @@ dependencies = [
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{ name = "sniffio" },
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{ name = "typing-extensions" },
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]
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[[package]]
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@ -1196,16 +1196,16 @@ wheels = [
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[[package]]
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name = "google-auth"
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version = "2.37.0"
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version = "2.38.0"
|
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source = { registry = "https://pypi.org/simple" }
|
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dependencies = [
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||||
{ name = "cachetools" },
|
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{ name = "pyasn1-modules" },
|
||||
{ name = "rsa" },
|
||||
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|
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@ -2677,20 +2677,20 @@ wheels = [
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|
||||
[[package]]
|
||||
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|
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[[package]]
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Loading…
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Reference in New Issue
Block a user