Update app.py
Browse files
app.py
CHANGED
@@ -10,9 +10,6 @@ Tabs:
|
|
10 |
Results | Genes | Trials | Variants | Graph | Metrics | Visuals
|
11 |
"""
|
12 |
|
13 |
-
##############################################################################
|
14 |
-
# Std-lib / third-party
|
15 |
-
##############################################################################
|
16 |
import os
|
17 |
import pathlib
|
18 |
import asyncio
|
@@ -24,18 +21,13 @@ import plotly.express as px
|
|
24 |
from fpdf import FPDF
|
25 |
from streamlit_agraph import agraph
|
26 |
|
27 |
-
##############################################################################
|
28 |
-
# Internal helpers
|
29 |
-
##############################################################################
|
30 |
from mcp.orchestrator import orchestrate_search, answer_ai_question
|
31 |
from mcp.workspace import get_workspace, save_query
|
32 |
from mcp.knowledge_graph import build_agraph
|
33 |
from mcp.graph_metrics import build_nx, get_top_hubs, get_density
|
34 |
from mcp.alerts import check_alerts
|
35 |
|
36 |
-
#
|
37 |
-
# Streamlit telemetry directory β /tmp
|
38 |
-
# ---------------------------------------------------------------------------
|
39 |
os.environ.update({
|
40 |
"STREAMLIT_DATA_DIR": "/tmp/.streamlit",
|
41 |
"XDG_STATE_HOME" : "/tmp",
|
@@ -46,9 +38,6 @@ pathlib.Path("/tmp/.streamlit").mkdir(parents=True, exist_ok=True)
|
|
46 |
ROOT = Path(__file__).parent
|
47 |
LOGO = ROOT / "assets" / "logo.png"
|
48 |
|
49 |
-
##############################################################################
|
50 |
-
# Utility helpers
|
51 |
-
##############################################################################
|
52 |
|
53 |
def _latin1_safe(txt: str) -> str:
|
54 |
"""Coerce UTF-8 β Latin-1 with replacement (for FPDF)."""
|
@@ -66,7 +55,12 @@ def _pdf(papers: list[dict]) -> bytes:
|
|
66 |
pdf.set_font("Helvetica", "B", 11)
|
67 |
pdf.multi_cell(0, 7, _latin1_safe(f"{i}. {p.get('title','')}"))
|
68 |
pdf.set_font("Helvetica", "", 9)
|
69 |
-
|
|
|
|
|
|
|
|
|
|
|
70 |
pdf.multi_cell(0, 6, _latin1_safe(body))
|
71 |
pdf.ln(1)
|
72 |
return pdf.output(dest="S").encode("latin-1", "replace")
|
@@ -83,9 +77,6 @@ def _workspace_sidebar():
|
|
83 |
with st.expander(f"{i}. {item['query']}"):
|
84 |
st.write(item['result']['ai_summary'])
|
85 |
|
86 |
-
##############################################################################
|
87 |
-
# Main UI renderer
|
88 |
-
##############################################################################
|
89 |
|
90 |
def render_ui():
|
91 |
st.set_page_config("MedGenesis AI", layout="wide")
|
@@ -176,10 +167,9 @@ def render_ui():
|
|
176 |
st.subheader("AI summary")
|
177 |
st.info(res['ai_summary'])
|
178 |
|
179 |
-
|
180 |
with tabs[1]:
|
181 |
st.header("Gene / Variant signals")
|
182 |
-
# Filter out non-dict entries (e.g., errors)
|
183 |
valid_genes = [g for g in res['genes'] if isinstance(g, dict)]
|
184 |
if valid_genes:
|
185 |
for g in valid_genes:
|
@@ -188,14 +178,12 @@ def render_ui():
|
|
188 |
else:
|
189 |
st.info("No gene signals returned.")
|
190 |
|
191 |
-
# MeSH definitions (skip errors/non-strings)
|
192 |
mesh_list = [d for d in res['mesh_defs'] if isinstance(d, str) and d]
|
193 |
if mesh_list:
|
194 |
st.markdown("### MeSH definitions")
|
195 |
for d in mesh_list:
|
196 |
st.write(f"- {d}")
|
197 |
|
198 |
-
# DisGeNET links (skip non-dict entries)
|
199 |
gene_disease = [d for d in res['gene_disease'] if isinstance(d, dict)]
|
200 |
if gene_disease:
|
201 |
st.markdown("### DisGeNET links")
|
@@ -207,8 +195,12 @@ def render_ui():
|
|
207 |
trials = res['clinical_trials']
|
208 |
if not trials:
|
209 |
st.info("No trials returned (rate-limited or none found).")
|
210 |
-
|
211 |
-
|
|
|
|
|
|
|
|
|
212 |
|
213 |
# --- Variants tab
|
214 |
with tabs[3]:
|
@@ -239,25 +231,28 @@ def render_ui():
|
|
239 |
if years:
|
240 |
st.plotly_chart(px.histogram(years, nbins=12, title="Publication Year"))
|
241 |
|
242 |
-
# Follow-up QA
|
243 |
st.markdown("---")
|
244 |
-
st.
|
245 |
-
|
246 |
-
|
247 |
-
|
248 |
-
if
|
249 |
-
|
250 |
-
|
251 |
-
|
252 |
-
|
253 |
-
|
254 |
-
|
255 |
-
|
|
|
|
|
|
|
|
|
|
|
256 |
if st.session_state.followup_response:
|
257 |
st.write(st.session_state.followup_response)
|
258 |
|
259 |
-
|
260 |
-
# Entrypoint
|
261 |
-
##############################################################################
|
262 |
if __name__ == "__main__":
|
263 |
render_ui()
|
|
|
10 |
Results | Genes | Trials | Variants | Graph | Metrics | Visuals
|
11 |
"""
|
12 |
|
|
|
|
|
|
|
13 |
import os
|
14 |
import pathlib
|
15 |
import asyncio
|
|
|
21 |
from fpdf import FPDF
|
22 |
from streamlit_agraph import agraph
|
23 |
|
|
|
|
|
|
|
24 |
from mcp.orchestrator import orchestrate_search, answer_ai_question
|
25 |
from mcp.workspace import get_workspace, save_query
|
26 |
from mcp.knowledge_graph import build_agraph
|
27 |
from mcp.graph_metrics import build_nx, get_top_hubs, get_density
|
28 |
from mcp.alerts import check_alerts
|
29 |
|
30 |
+
# Streamlit telemetry directory β /tmp
|
|
|
|
|
31 |
os.environ.update({
|
32 |
"STREAMLIT_DATA_DIR": "/tmp/.streamlit",
|
33 |
"XDG_STATE_HOME" : "/tmp",
|
|
|
38 |
ROOT = Path(__file__).parent
|
39 |
LOGO = ROOT / "assets" / "logo.png"
|
40 |
|
|
|
|
|
|
|
41 |
|
42 |
def _latin1_safe(txt: str) -> str:
|
43 |
"""Coerce UTF-8 β Latin-1 with replacement (for FPDF)."""
|
|
|
55 |
pdf.set_font("Helvetica", "B", 11)
|
56 |
pdf.multi_cell(0, 7, _latin1_safe(f"{i}. {p.get('title','')}"))
|
57 |
pdf.set_font("Helvetica", "", 9)
|
58 |
+
# fixed string literal with explicit newlines
|
59 |
+
body = (
|
60 |
+
f"{p.get('authors','')}\n"
|
61 |
+
f"{p.get('summary','')}\n"
|
62 |
+
f"{p.get('link','')}\n"
|
63 |
+
)
|
64 |
pdf.multi_cell(0, 6, _latin1_safe(body))
|
65 |
pdf.ln(1)
|
66 |
return pdf.output(dest="S").encode("latin-1", "replace")
|
|
|
77 |
with st.expander(f"{i}. {item['query']}"):
|
78 |
st.write(item['result']['ai_summary'])
|
79 |
|
|
|
|
|
|
|
80 |
|
81 |
def render_ui():
|
82 |
st.set_page_config("MedGenesis AI", layout="wide")
|
|
|
167 |
st.subheader("AI summary")
|
168 |
st.info(res['ai_summary'])
|
169 |
|
170 |
+
# --- Genes tab
|
171 |
with tabs[1]:
|
172 |
st.header("Gene / Variant signals")
|
|
|
173 |
valid_genes = [g for g in res['genes'] if isinstance(g, dict)]
|
174 |
if valid_genes:
|
175 |
for g in valid_genes:
|
|
|
178 |
else:
|
179 |
st.info("No gene signals returned.")
|
180 |
|
|
|
181 |
mesh_list = [d for d in res['mesh_defs'] if isinstance(d, str) and d]
|
182 |
if mesh_list:
|
183 |
st.markdown("### MeSH definitions")
|
184 |
for d in mesh_list:
|
185 |
st.write(f"- {d}")
|
186 |
|
|
|
187 |
gene_disease = [d for d in res['gene_disease'] if isinstance(d, dict)]
|
188 |
if gene_disease:
|
189 |
st.markdown("### DisGeNET links")
|
|
|
195 |
trials = res['clinical_trials']
|
196 |
if not trials:
|
197 |
st.info("No trials returned (rate-limited or none found).")
|
198 |
+
else:
|
199 |
+
for t in trials:
|
200 |
+
st.markdown(
|
201 |
+
f"**{t.get('nctId','')}** β {t.get('briefTitle','')} "
|
202 |
+
f"Phase {t.get('phase','?')} | Status {t.get('status','?')}"
|
203 |
+
)
|
204 |
|
205 |
# --- Variants tab
|
206 |
with tabs[3]:
|
|
|
231 |
if years:
|
232 |
st.plotly_chart(px.histogram(years, nbins=12, title="Publication Year"))
|
233 |
|
234 |
+
# Follow-up QA (outside any tab)
|
235 |
st.markdown("---")
|
236 |
+
input_col, button_col = st.columns([4, 1])
|
237 |
+
with input_col:
|
238 |
+
followup = st.text_input("Ask follow-up question:", key="followup_input")
|
239 |
+
with button_col:
|
240 |
+
if st.button("Ask AI"):
|
241 |
+
if followup.strip():
|
242 |
+
with st.spinner("Querying LLM β¦"):
|
243 |
+
ans = asyncio.run(
|
244 |
+
answer_ai_question(
|
245 |
+
question=followup,
|
246 |
+
context=st.session_state.last_query,
|
247 |
+
llm=st.session_state.last_llm,
|
248 |
+
)
|
249 |
+
)
|
250 |
+
st.session_state.followup_response = ans.get('answer', '')
|
251 |
+
else:
|
252 |
+
st.warning("Please type a question first.")
|
253 |
if st.session_state.followup_response:
|
254 |
st.write(st.session_state.followup_response)
|
255 |
|
256 |
+
|
|
|
|
|
257 |
if __name__ == "__main__":
|
258 |
render_ui()
|