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Feature: Model serving API
# app/serve.py
from fastapi import FastAPI
app = FastAPI()
@app.post( /predict )
def predict(texts: list[str]) - list[dict]:
model = load_best_model() # from MLflow registry ...
enhancement
ShaistaShabbir-prog
Feature: CI with fast smoke test
name: CI
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: pip install -e .[dev]
- run: ...
chore
ci
Feature: Health endpoint
@app.get( /health )
def health():
try:
from app.chroma_store import collection_stats
stats = collection_stats()
return { status : ok , chromadb : ...
enhancement
CI pipeline
name: CI
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: pip install -r requirements.txt
- run: pytest tests/ ...
chore
ci
Feature: CI pipeline
name: ETL Tests
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: pip install -r requirements.txt
- ...
chore
ci
Feature: Schema validation before load
Current state
Transform step drops nulls/duplicates but doesn t validate schema.
Add with Pandera (lightweight)
import pandera as pa
schema = pa.DataFrameSchema({ ...
enhancement
Feature: Hybrid retrieval (BM25 + dense vector)
Motivation
Pure vector search misses exact keyword matches (e.g. specific names, model numbers, legal terms). BM25 + dense = better
retrieval across all ...
enhancement
research
Feature: CI pipeline
Add .github/workflows/ci.yml
name: CI
on: [push, pull_request]
jobs:
test:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- run: pip install -r requirements.txt ...
chore
ci
Contexto
openm/services/dns_service.py tem apenas 38% de cobertura (5/13 statements). É o único service OSINT do projeto sem
tests/test_dns_service.py dedicado — todos os outros (whois, shodan, geoip, ...
area:tests
priority:low
luizqueiroz-br
Goal
Update the README.md directory/file structure section so it reflects the current repository layout.
This is intentionally a small documentation-only AIS issue and can be used as a Free-Model benchmark ...
kind/docs
priority/3
state/ready
theme/workflow
SaJaToGu
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Learn how you can use GitHub Issues to plan and track your work.
Save views for sprints, backlogs, teams, or releases. Rank, sort, and filter issues to suit the occasion. The possibilities are endless.Learn more about GitHub IssuesProTip! Restrict your search to the title by using the in:title qualifier.