ref: moved discovery service to api

api/main.py

@@ -8,7 +8,7 @@ from fastapi.middleware.cors import CORSMiddleware
 from fastapi.staticfiles import StaticFiles
 import os
 
-from api.routers import analyze, clean
+from api.routers import analyze, clean, discovery
 
 # Create FastAPI app
 app = FastAPI(
@@ -37,6 +37,7 @@ app.mount("/reports", StaticFiles(directory=reports_dir), name="reports")
 # Include routers
 app.include_router(analyze.router, prefix="/api", tags=["AI Governance"])
 app.include_router(clean.router, prefix="/api", tags=["Data Cleaning"])
+app.include_router(discovery.router, prefix="/api", tags=["Discover sources"])
 
 @app.get("/")
 async def root():

api/routers/discovery.py

@@ -1,19 +1,13 @@
+from spacy.matcher import PhraseMatcher, Matcher
+from fastapi import APIRouter, File, UploadFile
+from fastapi.responses import FileResponse
+from pathlib import Path
+from collections import defaultdict
 import csv, tempfile
 import re
-from pathlib import Path
-from collections import Counter
-from datetime import datetime
-from fastapi import FastAPI, File, UploadFile
-from fastapi.responses import FileResponse
-import uvicorn
-import pprint
-
-app = FastAPI()
-
 import spacy
-from spacy.matcher import PhraseMatcher, Matcher
-from collections import defaultdict
-import re
+
+router = APIRouter()
 
 try:
     nlp = spacy.load("en_core_web_trf")
@@ -179,7 +173,7 @@ fieldnames = [
 
 
 # this route will accept every txt/log file that is not csv
-@app.post("/api/files")
+@router.post("/files")
 async def postFile(file: UploadFile):
     if file.filename.endswith("csv"):
         return {"error" : "Cannot accept csv files"}
@@ -226,11 +220,7 @@ async def postFile(file: UploadFile):
 
         
         writer.writerow(row)
-        print(pprint.pprint(row))
 
         return FileResponse(
             temp_path, media_type="text/csv", filename="dataset.csv"
-        )
-
-if __name__ == '__main__':
-   uvicorn.run(app) 
+        )

requirements.txt

@@ -20,4 +20,85 @@ python-multipart>=0.0.6
 # torch>=2.0.0 --index-url https://download.pytorch.org/whl/cu121
 
 # Chatbot (WIP - not exposed in API yet)
-gpt4all>=2.0.0
+gpt4all>=2.0.0annotated-doc==0.0.3
+annotated-types==0.7.0
+anyio==4.11.0
+blis==1.3.0
+catalogue==2.0.10
+certifi==2025.10.5
+cffi==2.0.0
+charset-normalizer==3.4.4
+click==8.3.0
+cloudpathlib==0.23.0
+confection==0.1.5
+cryptography==44.0.3
+cymem==2.0.11
+download==0.3.5
+en_core_web_sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl
+exceptiongroup==1.3.0
+fastapi==0.121.0
+filelock==3.20.0
+gpt4all==2.8.2
+h11==0.16.0
+httpcore==1.0.9
+httptools==0.7.1
+httpx==0.28.1
+idna==3.11
+Jinja2==3.1.6
+joblib==1.5.2
+langcodes==3.5.0
+language_data==1.3.0
+marisa-trie==1.3.1
+markdown-it-py==4.0.0
+MarkupSafe==3.0.3
+mdurl==0.1.2
+murmurhash==1.0.13
+numpy==2.2.6
+ollama==0.6.0
+packaging==25.0
+pandas==2.3.3
+phonenumbers==9.0.18
+preshed==3.0.10
+presidio_analyzer==2.2.360
+presidio_anonymizer==2.2.360
+pycparser==2.23
+pydantic==2.12.4
+pydantic_core==2.41.5
+Pygments==2.19.2
+python-dateutil==2.9.0.post0
+python-dotenv==1.2.1
+python-multipart==0.0.20
+pytz==2025.2
+PyYAML==6.0.3
+regex==2025.11.3
+requests==2.32.5
+requests-file==3.0.1
+rich==14.2.0
+scikit-learn==1.7.2
+scipy==1.15.3
+shellingham==1.5.4
+six==1.17.0
+smart_open==7.4.4
+sniffio==1.3.1
+spacy==3.8.7
+spacy-legacy==3.0.12
+spacy-loggers==1.0.5
+srsly==2.5.1
+starlette==0.49.3
+thinc==8.3.8
+threadpoolctl==3.6.0
+tldextract==5.3.0
+tqdm==4.67.1
+typer==0.20.0
+typer-slim==0.20.0
+typing-inspection==0.4.2
+typing_extensions==4.15.0
+tzdata==2025.2
+urllib3==2.5.0
+uvicorn==0.38.0
+uvloop==0.22.1
+wasabi==1.1.3
+watchfiles==1.1.1
+weasel==0.4.2
+websockets==15.0.1
+wrapt==2.0.1