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

core_requirements.txt

@@ -10,7 +10,7 @@ annotated-types==0.7.0
     # via
     #   pydantic
     #   sqlmodel-crud-utilities
-anthropic==0.44.0
+anthropic==0.45.0
     # via pydantic-ai-slim
 anyio==4.8.0
     # via
@@ -101,7 +101,7 @@ fastcrud==0.15.5
     # via -r core_requirements.in
 flower==2.0.1
     # via -r core_requirements.in
-google-auth==2.37.0
+google-auth==2.38.0
     # via pydantic-ai-slim
 googleapis-common-protos==1.66.0
     # via opentelemetry-exporter-otlp-proto-http

dev_requirements.txt

@@ -273,7 +273,7 @@ pygments==2.19.1
     #   -c core_requirements.txt
     #   ipython
     #   nbconvert
-pyinstrument==5.0.0
+pyinstrument==5.0.1
     # via fastapi-debug-toolbar
 python-dateutil==2.9.0.post0
     # via

pyproject.toml

@@ -80,7 +80,7 @@ dependencies = [
     "aiomysql==0.2.0",
     "amqp==5.3.1",
     "annotated-types==0.7.0",
-    "anthropic==0.44.0",
+    "anthropic==0.45.0",
     "anyio==4.8.0",
     "appdirs==1.4.4",
     "asgiref==3.8.1",
@@ -108,7 +108,7 @@ dependencies = [
     "fastapi==0.115.7",
     "fastcrud==0.15.5",
     "flower==2.0.1",
-    "google-auth==2.37.0",
+    "google-auth==2.38.0",
     "googleapis-common-protos==1.66.0",
     "greenlet==3.1.1",
     "griffe==1.5.5",
@@ -308,7 +308,7 @@ dev = [
     "pydantic-settings==2.7.1",
     "pydantic==2.10.5",
     "pygments==2.19.1",
-    "pyinstrument==5.0.0",
+    "pyinstrument==5.0.1",
     "python-dateutil==2.9.0.post0",
     "python-dotenv==1.0.1",
     "python-json-logger==3.2.1",

src/backend/core/tools.py

@@ -1,12 +1,14 @@
+import asyncio
+
 import httpx
 from bs4 import BeautifulSoup as soup
-from pydantic_ai import RunContext
+from pydantic_ai import ModelRetry, RunContext
 
 from backend.core.consts import AI_MODEL
 from backend.core.core import SwotAgentDeps, SwotAnalysis, swot_agent
 from backend.core.utils import report_tool_usage
 from backend.logger import logger
-from backend.utils import get_val
+from backend.utils import get_val, set_event_loop, windows_sys_event_loop_check
 
 
 @swot_agent.tool(prepare=report_tool_usage)
@@ -76,7 +78,7 @@ async def analyze_competition(
 async def get_reddit_insights(
     ctx: RunContext[SwotAgentDeps],
     query: str,
-    subreddit_name: str | None = None,
+    subreddit_names: list[str] | None = None,
 ):
     """
     A tool to gain insights from a subreddit. Data is returned as string
@@ -84,25 +86,87 @@ async def get_reddit_insights(
 
     :param ctx: RunContext[SwotAgentDeps]
     :param query: str
-    :param subreddit_name: str
+    :param subreddit_names: str
     :return: str
     """
-    if not subreddit_name:
+    if not subreddit_names:
-        subreddit_name = get_val("REDDIT_SUBREDDIT", "python")
+        subreddit_names = get_val("REDDIT_SUBREDDIT", "python, ")
-    subreddit = ctx.deps.reddit_client.subreddit(subreddit_name)
+        subreddit_names = [x.strip() for x in subreddit_names.split(",")]
+    insights = []
+    if len(subreddit_names) <= 3:
+        for name in subreddit_names:
+            subreddit = ctx.deps.reddit_client.subreddit(name)
             search_results = subreddit.search(query)
 
-    insights = []
             for post in search_results:
                 insights.append(
                     f"Title: {post.title}\n"
                     f"URL: {post.url}\n"
                     f"Content: {post.selftext}\n",
                 )
+    else:
+        windows_sys_event_loop_check()
+        set_event_loop()
+        loop = asyncio.get_event_loop()
+        tasks = [
+            asyncio.ensure_future(
+                loop.run_in_executor(
+                    None, ctx.deps.reddit_client.subreddit(name).search, query
+                )
+            )
+            for name in subreddit_names
+        ]
+        results = await asyncio.gather(*tasks)
+        for result in results:
+            for post in result:
+                insights.append(
+                    f"Title: {post.title}\n"
+                    f"URL: {post.url}\n"
+                    f"Content: {post.selftext}\n",
+                )
 
     return "\n".join(insights)
 
 
+@swot_agent.result_validator
+def validate_result(
+    _ctx: RunContext[SwotAgentDeps], value: SwotAnalysis
+) -> SwotAnalysis:
+    """
+    A validator for SWOT Analysis results; provides greater completeness and
+    quality control
+    :param _ctx: RunContext[SwotAgentDeps]
+    :param value: SwotAnalysis
+    :return: SwotAnalysis
+    """
+    issues = []
+    min = 2
+    categories = {
+        k.title(): getattr(value, k)
+        for k in ("strengths", "weaknesses", "opportunities", "threats")
+    }
+
+    for cat_name, points in categories.items():
+        if len(points) < min:
+            issues.append(
+                f"{cat_name} should have at least {min} points. "
+                f"Current count is {len(points)}."
+            )
+
+    min_len_analysis = 100
+    if len(value.analysis) < min_len_analysis:
+        issues.append(
+            f"Analysis should have at least {min_len_analysis} "
+            f"characters. Current count is {len(value.analysis)}."
+        )
+
+    if issues:
+        logger.info(f"Validation issues: {issues}")
+        raise ModelRetry("\n".join(issues))
+
+    return value
+
+
 async def run_agent(
     url: str,
     deps: SwotAgentDeps = SwotAgentDeps(),

src/backend/utils.py

@@ -1,4 +1,6 @@
+import asyncio
 import os
+import sys
 
 from decouple import config
 
@@ -92,3 +94,24 @@ def get_val(val: str, default: str | int | bool | None = None, **kwargs):
         )
 
     return val
+
+
+def windows_sys_event_loop_check():
+    """
+    A function that sets the event loop policy to a Windows-specific one.
+    This is a workaround to a known bug involving capturing an existing
+    asyncio event loop on non-Linux platforms.
+    """
+    if sys.platform == "win32":
+        asyncio.set_event_loop_policy(asyncio.WindowsSelectorEventLoopPolicy())
+
+
+def set_event_loop():
+    """
+    A utility function to capture the existing event loop if it's running.
+    If no event loop is running, then a new one is created and set.
+    """
+    try:
+        asyncio.get_running_loop()
+    except RuntimeError:
+        asyncio.set_event_loop(asyncio.new_event_loop())

src/frontend/static/css/pygentic_ai.css

@@ -25,7 +25,16 @@
   from {
     transform: rotate(0deg);
   }
+
   to {
     transform: rotate(360deg);
   }
+
+}
+
+@media (max-width:768px) {
+  .cell.is-col-span-2 {
+    grid-column: span 1;
+  }
+
 }

src/frontend/templates/result.html

@@ -3,7 +3,7 @@
          id="result-container">
     <div class="container">
         <h2 class="subtitle is-2">Analysis Complete</h2>
-        <div class="fixed-grid has-2-cols">
+        <div class="fixed-grid has-1-cols-mobile">
             <div class="grid">
                 {% for cat, val in result.dict().items() %}
                 {% if not loop.last %}

src/frontend/templates/status.html

@@ -9,18 +9,25 @@
         <div class="box">
             {% if is_error %}
             {% set bg_color = 'danger' %}
-            {% set header_content, content = message.split('body:', 1) %}
+            {% set header_content = 'Error' %}
-            {% elif is_loading %}
-            {% set bg_color = 'success' %}
             {% set content = message %}
-            {% set header_content = 'Complete' %}
+            {% elif is_loading and "analysis complete" not in message.lower() %}
-            {% elif is_tool_message %}
+            {% set bg_color = 'warning' %}
-            {% set bg_color = 'dark'%}
-            {% set header_content, content = message.split(' ', 2)[2].split('...', 1) %}
-            {% else %}
-            {% set bg_color = 'info' %}
             {% set content = message %}
             {% set header_content = 'In Progress' %}
+
+            {% elif is_tool_message and "analysis complete" not in message.lower() %}
+            {% set bg_color = 'info '%}
+            {% set header_content, content = message.split(' ', 2)[2].split('...', 1) %}
+
+            {% elif "analyzing..." in message.lower() %}
+            {% set bg_color = 'link' %}
+            {% set content = 'message' %}
+            {% set header_content = "Starting"%}
+            {% else %}
+            {% set bg_color = 'success' %}
+            {% set content = message %}
+            {% set header_content = 'Done!' %}
             {% endif %}
             <StatusResult div_class={{ bg_color }}
                           header_content={{ header_content }}>{{ message }}

uv.lock

@@ -282,7 +282,7 @@ requires-dist = [
     { name = "aiomysql", specifier = "==0.2.0" },
     { name = "amqp", specifier = "==5.3.1" },
     { name = "annotated-types", specifier = "==0.7.0" },
-    { name = "anthropic", specifier = "==0.44.0" },
+    { name = "anthropic", specifier = "==0.45.0" },
     { name = "anyio", specifier = "==4.8.0" },
     { name = "appdirs", specifier = "==1.4.4" },
     { name = "asgiref", specifier = "==3.8.1" },
@@ -310,7 +310,7 @@ requires-dist = [
     { name = "fastapi-restful", specifier = "==0.6.0" },
     { name = "fastcrud", specifier = "==0.15.5" },
     { name = "flower", specifier = "==2.0.1" },
-    { name = "google-auth", specifier = "==2.37.0" },
+    { name = "google-auth", specifier = "==2.38.0" },
     { name = "googleapis-common-protos", specifier = "==1.66.0" },
     { name = "greenlet", specifier = "==3.1.1" },
     { name = "griffe", specifier = "==1.5.5" },
@@ -510,7 +510,7 @@ dev = [
     { name = "pydantic-extra-types", specifier = "==2.10.2" },
     { name = "pydantic-settings", specifier = "==2.7.1" },
     { name = "pygments", specifier = "==2.19.1" },
-    { name = "pyinstrument", specifier = "==5.0.0" },
+    { name = "pyinstrument", specifier = "==5.0.1" },
     { name = "python-dateutil", specifier = "==2.9.0.post0" },
     { name = "python-dotenv", specifier = "==1.0.1" },
     { name = "python-json-logger", specifier = "==3.2.1" },
@@ -606,7 +606,7 @@ wheels = [
 
 [[package]]
 name = "anthropic"
-version = "0.44.0"
+version = "0.45.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "anyio" },
@@ -617,9 +617,9 @@ dependencies = [
     { name = "sniffio" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/eb/34/ed394012684f7d6e36bb36c8b7c82b438f0ef189d2afd3d0090b85801211/anthropic-0.44.0.tar.gz", hash = "sha256:dc5c91c8b0463f97513d2e79350511ef295a56910bac4fbbe9491016c71f2ef0", size = 196065 }
+sdist = { url = "https://files.pythonhosted.org/packages/c6/d4/51d5ed9159e53d51012c7ffa2b578f1c76cc9bd2d0646695604a20129b3c/anthropic-0.45.0.tar.gz", hash = "sha256:4e8541dc355332090bfc51b84549c19b649a13a23dbd6bd68e1d012e08551025", size = 200523 }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/63/a0/f8ad781d83ccd8184692ace3c557294b1ece7c0b071f912300276b7cdb4a/anthropic-0.45.0-py3-none-any.whl", hash = "sha256:f36aff71d2c232945e64d1970be68a91b05a2ef5e3afa6c1ff195c3303a95ad3", size = 222255 },
 ]
 
 [[package]]
@@ -1196,16 +1196,16 @@ wheels = [
 
 [[package]]
 name = "google-auth"
-version = "2.37.0"
+version = "2.38.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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     { name = "pyasn1-modules" },
     { name = "rsa" },
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+sdist = { url = "https://files.pythonhosted.org/packages/c6/eb/d504ba1daf190af6b204a9d4714d457462b486043744901a6eeea711f913/google_auth-2.38.0.tar.gz", hash = "sha256:8285113607d3b80a3f1543b75962447ba8a09fe85783432a784fdeef6ac094c4", size = 270866 }
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+    { url = "https://files.pythonhosted.org/packages/9d/47/603554949a37bca5b7f894d51896a9c534b9eab808e2520a748e081669d0/google_auth-2.38.0-py2.py3-none-any.whl", hash = "sha256:e7dae6694313f434a2727bf2906f27ad259bae090d7aa896590d86feec3d9d4a", size = 210770 },
 ]
 
 [[package]]
@@ -2677,20 +2677,20 @@ wheels = [
 
 [[package]]
 name = "pyinstrument"
-version = "5.0.0"
+version = "5.0.1"
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+sdist = { url = "https://files.pythonhosted.org/packages/64/6e/85c2722e40cab4fd9df6bbe68a0d032e237cf8cfada71e5f067e4e433214/pyinstrument-5.0.1.tar.gz", hash = "sha256:f4fd0754d02959c113a4b1ebed02f4627b6e2c138719ddf43244fd95f201c8c9", size = 263162 }
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