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TummalapalliAbhinavKishan/AI-Powered-Document-Q-A-System-using-RAG

https://github.com/TummalapalliAbhinavKishan/AI-Powered-Document-Q-A-System-using-RAG · scanned 2026-06-16 00:43 UTC (2 months, 1 week ago)

16 raw signals (0 security + 16 graph)

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UNIFIED Repobility · multi-layer engine · AI coders

Complete repo analysis

Last scanned 2 months, 1 week ago · v1 · 16 actionable findings from 1 signal source. Security checks, system graph analysis, and verified AI-agent feedback are merged into one review queue.

JSON
Combined
77.8
/100
Security checks
78
0 findings
System graph
78
77.8% cov · 16 findings
Critical
0
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Agents
10
0 votes
Crowd
0
reported
Severity distribution — click a segment to filter
Active filters: excluding tests × Reset all
Severity: Critical 0 High 2 Medium 7 Low 5 9-Layer: Software Security Quality Integrity Frontend Hardware Data Network Cicd Source: Security checks 0 System graph 16 Crowd 0 Layer: Frontend 1 Security 5 Cicd 1 Quality 6 Api 3

All 45 nodes from the latest scan, grouped by kind. Each node is a unit the engine identified (file, function, endpoint, table…). Most users won't need this view — it's primarily for debugging the engine's graph extraction or for AI agents that want to enumerate the project structure.

LabelLayerStatusPath
load_and_chunk_pdf software healthy data_loader.py:17
load_and_chunk_pdf_bytes software healthy data_loader.py:26
embed_texts software healthy data_loader.py:41
get_inngest_client software healthy streamlit_app.py:17
save_uploaded_pdf software healthy streamlit_app.py:21
send_rag_ingest_event software healthy streamlit_app.py:30
send_rag_query_event software healthy streamlit_app.py:60
_inngest_api_base software healthy streamlit_app.py:75
fetch_runs software healthy streamlit_app.py:80
wait_for_run_output software healthy streamlit_app.py:88
rag_ingest_pdf software healthy main.py:44
_load software healthy main.py:45
_upsert software healthy main.py:60
rag_query_pdf_ai software healthy main.py:78
_search software healthy main.py:79
serve_index software healthy main.py:146
favicon software healthy main.py:157
ingest_pdf software healthy main.py:162
query_pdf software healthy main.py:188
__init__ software healthy vector_db.py:7
upsert software healthy vector_db.py:26
search software healthy vector_db.py:30
⚙ CORSMiddleware software healthy main.py

LabelLayerStatusPath
README.md software healthy README.md
custom_types.py software healthy custom_types.py
data_loader.py software healthy data_loader.py
streamlit_app.py software healthy streamlit_app.py
pyproject.toml software healthy pyproject.toml
main.py software healthy main.py
requirements.txt software healthy requirements.txt
vector_db.py software healthy vector_db.py
index.html software healthy web/index.html

LabelLayerStatusPath
RAGChunkAndSrc software healthy custom_types.py:4
RAGUpsertResult software healthy custom_types.py:9
RAGSearchResult software healthy custom_types.py:13
RAQQueryResult software healthy custom_types.py:18
QueryRequest software healthy main.py:120
QdrantStorage software healthy vector_db.py:6

LabelLayerStatusPath
GET / api healthy main.py
GET /favicon.ico api healthy main.py
POST /api/ingest api healthy main.py
POST /api/query api healthy main.py

LabelLayerStatusPath
repobility-clone-ch0688s3 software healthy /tmp/repobility-clone-ch0688s3

LabelLayerStatusPath
web software healthy web

LabelLayerStatusPath
127.0.0.1 network healthy streamlit_app.py
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