text stringlengths 3 8.33k | repo stringclasses 52
values | path stringlengths 6 141 | language stringclasses 35
values | sha stringlengths 64 64 | chunk_index int32 0 273 | n_tokens int32 1 896 |
|---|---|---|---|---|---|---|
#!/usr/bin/env python3
"""CLI entry point for lecture-reporter."""
import argparse
import sys
from pathlib import Path
from typing import Optional
from rich.console import Console
from rich.table import Table
from rich.progress import (
Progress,
SpinnerColumn,
TextColumn,
BarColumn,
TaskProgressC... | jku-current-topics-report | lecture-reporter/main.py | Python | ab23a5fa12e84f2bdd28946e7f4b054d5f72bc78e1a07a15c78b7416fd3fb39f | 0 | 896 |
console.print(f"[dim]GPU detected: {gpu_name}[/]")
else:
console.print("[dim]No GPU detected - transcription will use CPU[/]")
except:
if caps.get("has_gpu"):
console.print(f"[dim]GPU detected: {caps.get('gpu_memory_gb', 0):.1f}GB[/]")
else:
console.print(... | jku-current-topics-report | lecture-reporter/main.py | Python | 31fd32115a608b61352e4d951a86c1b74303a2721ae49d305ec64a0e00cc34e3 | 1 | 896 |
.st_size
console.print(f" [dim]Video already downloaded ({file_size / 1024 / 1024:.1f} MB)[/]")
download_result = DownloadResult(
success=True,
file_path=target_path,
file_size=file_size,
)
else:
console.print(f" [... | jku-current-topics-report | lecture-reporter/main.py | Python | 2fb179797a75d9ee1e8480644208f575084a0e5738490cd33e2824891627b93e | 2 | 896 |
()
system_info = f"System: {caps.get('ram_gb', 0):.1f}GB RAM, {caps.get('cpu_cores', 0)} CPU cores"
if caps.get("has_gpu"):
system_info += f", {caps.get('gpu_memory_gb', 0):.1f}GB GPU"
console.print(f"[dim]{system_info}[/]")
console.print(f"[dim]Recommended model: {recommende... | jku-current-topics-report | lecture-reporter/main.py | Python | cee6e5a1eec2819bb067a0ced06d5efc5cb90517b90019624e7c921b43d6189f | 3 | 896 |
[yellow]Could not load slides: {result.error}[/]")
else:
console.print(f"[yellow]File not found: {slides_path}[/]")
cookies = parse_cookies_file(config.cookies_file)
downloader = VideoDownloader(
cookies=cookies,
download_dir=config.cache_dir / "video",
verbo... | jku-current-topics-report | lecture-reporter/main.py | Python | fd019b777845c4023e7288e99bc4ed87de61b6a120f69ca6b74abea7d4564160 | 4 | 494 |
"""PDF text extraction for lecture-reporter."""
import re
from pathlib import Path
from dataclasses import dataclass
from typing import Optional
import pdfplumber
@dataclass
class PDFContent:
"""Extracted content from a PDF."""
success: bool
text: str
page_count: int
error: Optional[str] = None... | jku-current-topics-report | lecture-reporter/pdf_extractor.py | Python | 2fcd8bcbabbaac6978e1c854a7e1a2e836c64744e619526a9cdfdf50c4c78a93 | 0 | 896 |
=0, error=f"PDF syntax error: {e}"
)
except Exception as e:
error_msg = str(e)
if "password" in error_msg.lower() or "encrypted" in error_msg.lower():
return PDFContent(
success=False,
text="",
page_c... | jku-current-topics-report | lecture-reporter/pdf_extractor.py | Python | 4b4ababe07ad60d6b87edd5ce838a520e92ad30ee9499a439426ff5c9a89d303 | 1 | 104 |
[project]
name = "lecture-reporter"
version = "0.1.0"
description = "Generate concise academic reports from JKU lecture recordings using AI"
readme = "README.md"
requires-python = ">=3.10"
dependencies = [
"rich>=13.0.0",
"requests>=2.31.0",
"httpx>=0.25.0",
"google-genai>=1.0.0",
"faster-whisper>=1... | jku-current-topics-report | lecture-reporter/pyproject.toml | TOML | 8a5a985538fb5ca20ea682f5e5c6e5ade21f25cac1c2e9381284f391e3edfe63 | 0 | 179 |
# Lecture Reporter
Generate concise academic reports from JKU lecture recordings using AI.
## Features
- Fetch lecture metadata from JKU Opencast API
- Download video recordings with resume support
- Transcribe audio using Whisper (local processing)
- Generate 1-page reports using Google Gemini AI
- Optional PDF sli... | jku-current-topics-report | lecture-reporter/README.md | Markdown | facc6402e39579fa15f9288b484a26e9b5d82aef81823c68de899dfaa304e8f4 | 0 | 896 |
Options
| Option | Short | Description |
|--------|-------|-------------|
| `--series` | `-s` | Series ID to fetch all lectures from |
| `--videos` | `-v` | Individual video IDs (space-separated) |
| `--cookies` | `-c` | Path to cookies.txt file |
| `--slides` | `-p` | Path to PDF slides file |
| `--batch` | `-b` | Sk... | jku-current-topics-report | lecture-reporter/README.md | Markdown | e415648242c19b23b900ecf0e1e654d1a3bd9a49b66035b937946651c89db582 | 1 | 896 |
, 8GB+ RAM + 4+ cores → small, 4GB+ RAM → base, less → tiny)
The system capabilities are detected at startup and displayed. You can override this by:
- Using `--whisper-model` CLI option
- Setting `whisper_model` in `config.yaml`
- Setting `auto_select_model: false` in `config.yaml` to disable auto-selection
## Troub... | jku-current-topics-report | lecture-reporter/README.md | Markdown | 338f3f953f4583bb4c2014e1a2148a3801cdc5ba5ad57d3383d2fc2c4de02371 | 2 | 896 |
NVIDIA GPU Computing Toolkit\CUDA\v12.6\bin
```
5. Restart your terminal
**Note**: Multiple CUDA versions can coexist. The tool will automatically find and use CUDA 12.x libraries if available.
#### Step 6: Install CUDA Toolkit (if not installed)
If CUDA libraries aren't found at all:
1. Download CUDA Toolkit fr... | jku-current-topics-report | lecture-reporter/README.md | Markdown | 845246cf94b73ef710c07ac67d162068a13dacc859adc1b0b8d352884286a836 | 3 | 468 |
"""Google GenAI integration for report generation."""
import os
import time
from pathlib import Path
from dataclasses import dataclass
from datetime import datetime
from typing import Optional
from google import genai
from utils import generate_report_filename
REPORT_PROMPT_TEMPLATE_MARKDOWN = """Write a quick sum... | jku-current-topics-report | lecture-reporter/report_generator.py | Python | fba693ed54b764f4cb1725dcbc2f02883292fa93da0ae8036342e2f394119a33 | 0 | 896 |
date_str}
**Course:** {series_title}
---
"""
else:
return f"""{title}
Date: {date_str}
Course: {series_title}
{'=' * 60}
"""
def generate(
self,
title: str,
date: Optional[datetime],
series_title: str,
transcript: str,
slide_text: Optional[st... | jku-current-topics-report | lecture-reporter/report_generator.py | Python | 64ac7503aca16db79644890d22ac5cc02eb9edfcdba08f1f73f3a99ed470698f | 1 | 832 |
rich>=13.0.0
requests>=2.31.0
httpx>=0.25.0
google-genai>=1.0.0
faster-whisper>=1.0.0
pdfplumber>=0.10.0
pyyaml>=6.0
| jku-current-topics-report | lecture-reporter/requirements.txt | Text | d1301f942f886c0f0ac033cd346eb8a617c202935cf82b2a7fc3fed82bb6bdbc | 0 | 44 |
@echo off
echo Installing PyTorch with CUDA support...
uv pip install torch torchvision --index-url https://download.pytorch.org/whl/cu124
echo.
echo Verifying CUDA installation...
uv run python -c "import torch; print(f'PyTorch: {torch.__version__}'); print(f'CUDA available: {torch.cuda.is_available()}'); print(f'GPU:... | jku-current-topics-report | lecture-reporter/setup_cuda.bat | Batch | 90eb9e090e88a969bba51477a8a6631f4ff489c9a63a231ba87eda2ac3f3ad0e | 0 | 127 |
"""Whisper transcription module for lecture-reporter."""
import json
import os
import subprocess
import platform
from pathlib import Path
from dataclasses import dataclass, asdict
from typing import Optional, Callable
# Set OpenMP environment variable to avoid library conflicts on Windows
# This prevents "Error #15: ... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 8a043c02375049ffd208edc29e8b296f7cb2713b71bdd64c58f18f40e1ef3a0c | 0 | 896 |
"base"
else:
return "tiny"
def __init__(
self,
model_name: str = "base",
cache_dir: Optional[Path] = None,
device: str = "auto",
debug_callback: Optional[Callable[[str], None]] = None,
auto_select_model: bool = False,
):
self.m... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 7a99020ddd12e42cecf956ac888578117e32491a5dfd20ff471e0f5a19270336 | 1 | 896 |
._debug(f"Added CUDA to PATH: {cuda_path} (found cublas64_13.dll)")
self._debug("WARNING: CUDA 13.0 detected but faster-whisper may need CUDA 12.x libraries")
return True
elif os.path.exists(cublas_11):
if cuda_path not in current_path:... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 690fddce2930dd0abab29cc596ba576885776e861e8851fc8f7ba9f664404c8c | 2 | 896 |
use GPU.")
self._debug("")
self._debug("To install CUDA Toolkit 12.6:")
self._debug("1. Download from: https://developer.nvidia.com/cuda-12-6-0-download-archive")
self._debug("2. Select: Windows → x86_64 → 10/11 → exe (local... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 6f3b4256438e049de743bf6f05108df3e572919ed917998f99788be4e3027774 | 3 | 896 |
memory.total", "--format=csv,noheader"],
capture_output=True,
text=True,
timeout=5
)
if result.returncode == 0:
nvidia_smi = result.stdout.strip()
self._debug(f"✓ nvidia-smi found GPUs: {n... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | a97b8b350f48df9f4b4435b7107d835900dd6889727ed32b180a727b2c4d38f5 | 4 | 896 |
), f, ensure_ascii=False, indent=2)
except OSError:
pass
def transcribe(
self,
audio_path: Path,
video_id: str,
language: Optional[str] = None,
progress_callback: Optional[Callable[[float, float], None]] = None,
) -> TranscriptionResult:
cache... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 436c73d18d93fd6b2a0e7e6f7e5ee92aec7b89a9cdd73031c4388b5af78f9f03 | 5 | 896 |
_debug(f"Transcription exception: {e}")
self._debug("Traceback:")
import sys
traceback.print_exc(file=sys.stderr)
return TranscriptionResult(
success=False,
text="",
segments=[],
language="",
... | jku-current-topics-report | lecture-reporter/transcriber.py | Python | 0d2a148f056cdd1a2d850b4a742f51b40383efeb8a0b609dbbe7fddd62e2050a | 6 | 476 |
"""Utility functions for lecture-reporter."""
import re
import http.cookiejar
from pathlib import Path
from datetime import datetime
from typing import Optional
def parse_cookies_file(cookies_path: Path) -> dict[str, str]:
cookies = {}
if not cookies_path.exists():
raise FileNotFoundError(f"Cookies ... | jku-current-topics-report | lecture-reporter/utils.py | Python | 0a128359e3660d3f3bfea2b57772c0dcef50d9e792a9d2beda4dbe1cf52067fe | 0 | 641 |
#!/usr/bin/env python3
"""Verify cookies are being sent correctly."""
import requests
from pathlib import Path
from utils import get_cookies_for_requests
cookies_path = Path("./cookies.txt")
cookies = get_cookies_for_requests(cookies_path)
session = requests.Session()
session.cookies = cookies
video_id = "a55412e1-c... | jku-current-topics-report | lecture-reporter/verify_request.py | Python | e659a8dee4d00f590a7738cb4a7422bb070f65c7ac7939ba9cc04fdc905b527e | 0 | 414 |
# Byte-compiled / optimized / DLL files
__pycache__/
*.py[cod]
*$py.class
# Distribution / packaging
dist/
build/
*.egg-info/
*.egg
# Virtual environments
.venv/
venv/
env/
# Environment variables
.env
.env.local
# Local docker overrides
docker-compose.override.yml
# Cache directories
cache/
*.cache
# IDE
.vscode... | jku-encyclopedia | .gitignore | Git Ignore | bb905deb57b8f2ce4b4073715ab81e8b26919e6ed3a07855025e70cb5822056a | 0 | 151 |
services:
qdrant:
image: qdrant/qdrant:v1.16.2
ports:
- "6333:6333"
- "6334:6334"
volumes:
- qdrant_data:/qdrant/storage
environment:
QDRANT__SERVICE__GRPC_PORT: 6334
healthcheck:
test: ["NONE"]
neo4j:
image: neo4j:5.26-community
ports:
- "7474:7474"
... | jku-encyclopedia | docker-compose.yml | YAML | b5ed8f1f112c0e48ef19d05a78a4d889ce48ad65c25f42f91ddb67d1cebe34a1 | 0 | 146 |
{
"meta": {
"report_version": "1.0",
"generated": "2026-03-16",
"target_embedding_model": "gemini-2-embedding-preview",
"total_estimated_sources": 43,
"total_estimated_embeddable_chunks": "300,000-850,000",
"note": "OpenCast video chunks dominate the count — potentially 100K-600K video chunks ... | jku-encyclopedia | jku_source_map.json | JSON | 0dbefdaeca84eff081ff7f8fd718c880e987726493e9b136086b477fdcd6ef7f | 0 | 896 |
.txt for all bots. Use the website's browse/search interface instead, or negotiate access with JKU library.",
"auth_required": false,
"auth_type": null,
"embedding_modality": "document",
"chunking_strategy": "6page_segments",
"estimated_item_count": 30000,
"language": "mixed",
... | jku-encyclopedia | jku_source_map.json | JSON | 025ad9d1d6e38a982bf1e2c1718b0fcb81eacd35e33254d407ac1b435e9964fd | 1 | 896 |
scraping_notes": "Enumerate all gruppen numbers via: 1) Parse jku.at/sitemap.xml for all fileadmin/gruppen paths, 2) Wayback Machine CDX API: http://web.archive.org/cdx/search/cdx?url=jku.at/fileadmin/gruppen/*&output=json&fl=original&collapse=original&limit=50000, 3) Google cached results. Directory listing is general... | jku-encyclopedia | jku_source_map.json | JSON | ffd59790187e63317539a6709f1afeb8ebcc5ed5ef1b3cde0b76ac4b8f43b79f | 2 | 896 |
/{course}/{file}.pdf",
"listing_mechanism": "crawl",
"auth_required": false,
"auth_type": null,
"embedding_modality": "document",
"chunking_strategy": "6page_segments",
"estimated_item_count": 150,
"language": "en",
"license": "copyright",
"robots_txt_compliant": tr... | jku-encyclopedia | jku_source_map.json | JSON | 3e2de09cd52c1a9bdca6571792fdbb94fa2bfeb2cb9f26d433aa3a987f1fcd3d | 3 | 896 |
"category": "code",
"url": "https://github.com/ml-jku",
"url_pattern": "https://github.com/ml-jku/{repo}",
"listing_mechanism": "api",
"api_endpoint": "https://api.github.com/orgs/ml-jku/repos?per_page=100",
"auth_required": false,
"auth_type": "optional_token",
"auth_note": "T... | jku-encyclopedia | jku_source_map.json | JSON | 84d6f26db06e3adf8371c247ef089204fbd31da51c24c6c34c15fc3253324b7e | 4 | 896 |
file_types": ["py", "cpp", "vhdl", "md"],
"priority": "medium",
"scraping_notes": "Integrated Circuits and Systems group."
},
{
"source_id": "github_jku_icg",
"name": "JKU-ICG GitHub Organization",
"category": "code",
"url": "https://github.com/JKU-ICG",
"listing_mechan... | jku-encyclopedia | jku_source_map.json | JSON | e224bee2426eaf296849f6570ab9ddf37ef8ec563ba12bd55b9e0048a83b1147 | 5 | 896 |
",
"chunking_strategy": "90s_segments",
"estimated_item_count": 625,
"language": "mixed",
"license": "copyright",
"robots_txt_compliant": true,
"rate_limit_delay_seconds": 1,
"requires_javascript": false,
"file_types": ["mp4"],
"avg_duration_seconds": 300,
"pr... | jku-encyclopedia | jku_source_map.json | JSON | d13436c0914de028debe55810fe242b7e06afc3b39ff5e65fbc185ecad28512b | 6 | 896 |
public_domain",
"robots_txt_compliant": true,
"rate_limit_delay_seconds": 2,
"requires_javascript": false,
"file_types": ["pdf"],
"avg_size": "200KB",
"avg_pages": 5,
"priority": "high",
"scraping_notes": "Official university gazette, 2004-2025. Contains curricula, exam r... | jku-encyclopedia | jku_source_map.json | JSON | 2b349dd110f34d20a470ab918829c6467e537d18c4202d6383492a359c8deff6 | 7 | 896 |
license": "CC0",
"robots_txt_compliant": true,
"rate_limit_delay_seconds": 0.1,
"requires_javascript": false,
"file_types": ["json"],
"priority": "high",
"scraping_notes": "Use ROR ID 052r2xn60. API returns metadata: titles, abstracts, authors, topics, citations, OA URLs. Paginate wi... | jku-encyclopedia | jku_source_map.json | JSON | a1e3ec00d43620e1355c43e9b1067d4ccbe04a42784f3346f5cb2769058a7eb1 | 8 | 896 |
: 30000,
"language": "en",
"license": "mixed",
"robots_txt_compliant": true,
"rate_limit_delay_seconds": 1,
"requires_javascript": false,
"file_types": ["json"],
"priority": "medium",
"scraping_notes": "Rate limit: 100 requests per 5 minutes without key. Use ?fields=title... | jku-encyclopedia | jku_source_map.json | JSON | cba9bc32ecd47f96f14d3ed30f524338603fd5ccee10148484f0359f4a79c29b | 9 | 896 |
"images",
"url": "https://www.jku.at/en/news-events/press/",
"listing_mechanism": "crawl",
"auth_required": false,
"embedding_modality": "image",
"chunking_strategy": "whole",
"estimated_item_count": 500,
"language": "mixed",
"license": "copyright",
"robots_txt_comp... | jku-encyclopedia | jku_source_map.json | JSON | df0ba663285f53c3ffa449e943715b6aaa7b4a72cf611e0292a5602b9b827e53 | 10 | 896 |
"document",
"chunking_strategy": "6page_segments",
"estimated_item_count": 15000,
"language": "en",
"license": "mixed",
"robots_txt_compliant": true,
"rate_limit_delay_seconds": 0.1,
"requires_javascript": false,
"file_types": ["pdf"],
"priority": "high",
"scr... | jku-encyclopedia | jku_source_map.json | JSON | 5c1c3ccc88a43feb5ea7ca319d340e94e4d34405fbd002f220d1c4719ec145f2 | 11 | 896 |
descriptions, news articles, event pages, organizational info. Many pages require JavaScript rendering. Strip to main content for text embedding. 6000-token chunks with 500-token overlap."
},
{
"source_id": "search_jku_library",
"name": "JKU Library Catalog (Primo)",
"category": "metadata",
... | jku-encyclopedia | jku_source_map.json | JSON | e77d60dd1083ea11b23c37f84583b13d68eaf621156e90248cf5284583a8f5a4 | 12 | 896 |
at, ssw.jku.at, fmv.jku.at. Rate limit: be very polite, 5s delay."
},
{
"source_id": "forschungsinfra_jku",
"name": "Austrian Research Infrastructure Registry - JKU",
"category": "metadata",
"url": "https://forschungsinfrastruktur.bmfwf.gv.at/en/institution/jku-johannes-kepler-university... | jku-encyclopedia | jku_source_map.json | JSON | 8d44275872176a8078ff8adf4d3fe3ac80e9e0bd1c4855c041ef5b9803910abf | 13 | 216 |
.PHONY: dev install test test-unit test-integration test-smoke lint format typecheck docker-up docker-down
install:
uv sync
dev:
uv sync --all-extras
docker-up:
docker compose up -d
docker-down:
docker compose down
test:
uv run pytest -m "not live and not slow" -v
test-unit:
uv run pytest tests/unit -v
tes... | jku-encyclopedia | Makefile | Makefile | 7d96f782792a2c14766abbf03e54dc05d6690424a2a3981a81318f13836c6b81 | 0 | 194 |
[project]
name = "jku-knowledge-base"
version = "0.1.0"
description = "Automated pipeline for scraping, chunking, embedding, and knowledge-graphing JKU Linz data"
readme = "README.md"
requires-python = ">=3.12"
dependencies = [
# Core
"pydantic>=2.10",
"pydantic-settings>=2.7",
"httpx>=0.28",
"tenac... | jku-encyclopedia | pyproject.toml | TOML | 48a2ca5252e44b9f324c569aa2fd6ba09b278daf26614ddbeb6ec0f0d714c650 | 0 | 557 |
<h1 align="center">JKU Knowledge Base</h1>
<p align="center">
<strong>Automated pipeline for scraping, chunking, embedding, and knowledge-graphing all public JKU Linz data</strong>
</p>
<p align="center">
<img src="https://img.shields.io/badge/Python-3.12+-blue?style=flat-square&logo=python&logoColor=white" alt="... | jku-encyclopedia | README.md | Markdown | 1d1c80bee170885cddd5ce1b4b1798df941281fa9092c16f4a7b578ec16e9b6b | 0 | 896 |
-|---------|
| Text | Token-based | ~6000 token windows with overlap |
| PDF | Page-based | 6-page segments |
| Video | Temporal | 90s segments with 15s overlap (ffmpeg) |
| Audio | Temporal | Fixed-duration segments |
| Code | File-based | One chunk per source file |
| Image | Pass-through | Direct embedding |
### Gr... | jku-encyclopedia | README.md | Markdown | 831b7da06c35219df97f8a9fe9ded2f9d61ae9c27ecbd81209e9efd7a5b64496 | 1 | 896 |
EMBEDDING_BATCH_SIZE` | No | `10` | Chunks per embedding request |
| `SIMILARITY_TOP_K` | No | `20` | Top-K neighbors for similarity edges |
| `SIMILARITY_THRESHOLD` | No | `0.75` | Cosine similarity cutoff |
| `MAX_CONCURRENT_REQUESTS` | No | `5` | Max parallel HTTP requests |
| `DEFAULT_CRAWL_DELAY` | No | `2.0` | Se... | jku-encyclopedia | README.md | Markdown | 2e4319d2541a52c165ef59865af2041c0ed5cc0de1fa103dcabd54765803bd00 | 2 | 670 |
@echo off
setlocal enabledelayedexpansion
where python >nul 2>&1
if %errorlevel% neq 0 (
echo [x] python is not installed
exit /b 1
)
where docker >nul 2>&1
if %errorlevel% neq 0 (
echo [x] docker is not installed
exit /b 1
)
for /f "tokens=*" %%v in ('python -c "import sys; print(f'{sys.version_info... | jku-encyclopedia | setup.bat | Batch | 5e354ac16a7eb83875fc2aaf5409156c8c11b5580a571de5b6ffdd8b382ba998 | 0 | 767 |
#!/usr/bin/env bash
set -euo pipefail
RED='\033[0;31m'
GREEN='\033[0;32m'
YELLOW='\033[1;33m'
NC='\033[0m'
info() { printf "${GREEN}[+]${NC} %s\n" "$1"; }
warn() { printf "${YELLOW}[!]${NC} %s\n" "$1"; }
error() { printf "${RED}[x]${NC} %s\n" "$1"; exit 1; }
command -v python3 >/dev/null 2>&1 || error "python3 is ... | jku-encyclopedia | setup.sh | Shell | 62df12b25558445b91ccf38467cb4dede3ba7adabeb8c0cef8b5687c12e5cd17 | 0 | 832 |
{
"mode": "yolo",
"granularity": "standard",
"parallelization": true,
"commit_docs": true,
"model_profile": "balanced",
"workflow": {
"research": true,
"plan_check": true,
"verifier": true,
"nyquist_validation": true,
"_auto_chain_active": false
}
} | jku-encyclopedia | .planning/config.json | JSON | a810b8239b34b0ce7d0e3941f6937149796e10ec7dd12388ff3afd41a8c83f57 | 0 | 73 |
# Milestones
## v3.0 Multimodal Pipeline (Shipped: 2026-03-25)
**Phases completed:** 10 phases, 24 plans, 5 tasks
**Key accomplishments:**
- (none recorded)
---
## v2.0 Source Completeness (Shipped: 2026-03-24)
**Phases completed:** 5 phases, 15 plans
**Timeline:** 2 days (2026-03-23 -> 2026-03-24)
**Key accompl... | jku-encyclopedia | .planning/MILESTONES.md | Markdown | a37ccf5f657a404bef93568658cf0b4f1b0697e5c322061a9ca172b667b85939 | 0 | 896 |
with batch orchestration, dual-store (Qdrant + Neo4j) persistence, and dead-letter tracking
4. Knowledge graph linking: similarity edges (checkpoint + cross-modal), structural seeds, topic taxonomy, NEXT_CHUNK ordering, GraphML export
5. Full pipeline orchestrator with manifest-based resumability, Rich CLI with progres... | jku-encyclopedia | .planning/MILESTONES.md | Markdown | 3ab98848dc917b54eb6eb35ed92f0f4c741e7b3fa0ac2fe7d41f8bbc6c970d04 | 1 | 154 |
# JKU Knowledge Base
## What This Is
A fully automated, open-source ingestion pipeline that scrapes every publicly accessible data source from Johannes Kepler University Linz (~42 sources across lectures, papers, code, podcasts, and institutional content), chunks content by modality, embeds everything via Gemini mult... | jku-encyclopedia | .planning/PROJECT.md | Markdown | 580896eabc8abae0bc7c11dd23de136fb53dd85adae40e8ef59e47b098f9ca6c | 0 | 896 |
and source attribution — v3.0
- ✓ All 6 modalities (text, PDF, image, video, audio, code) embed via Gemini Embedding 2 — v3.0
- ✓ Modality-aware CLI: verify shows per-modality counts, dashboard shows modality column — v3.0
- ✓ Cross-modal similarity edges tracked and reported via link_manifest.jsonl — v3.0
- ✓ 769 test... | jku-encyclopedia | .planning/PROJECT.md | Markdown | 928bdcf944a113fdaf60b29b90eb9e1ae1908fdf70310d01dcec13b9dd07ad90 | 1 | 896 |
| httpx over requests | Async-native, essential for concurrent scraping | ✓ Good — clean async throughout |
| Qdrant + Neo4j dual store | Vectors for similarity search, graph for relationships and traversal | ✓ Good — clean separation of concerns |
| Gemini multimodal embeddings | Single model handles text, document, i... | jku-encyclopedia | .planning/PROJECT.md | Markdown | ac8946472e501ffe440fffbfa1b38e330a38e3d2d401bebb87bcc2716ac24b16 | 2 | 550 |
# Requirements: JKU Knowledge Base
**Defined:** 2026-03-23
**Core Value:** Every piece of publicly available JKU knowledge discoverable and connected through a single, resumable pipeline.
## v2.0 Requirements
Requirements for source completeness milestone. Each maps to roadmap phases.
### Web Crawl Infrastructure
... | jku-encyclopedia | .planning/REQUIREMENTS.md | Markdown | 8b3dea68d79d80c571d8ef143848fd1c1af887ac405cbbf2d8d840321aa331fc | 0 | 896 |
**: cli.py split into cli/ package with files under 400 lines
- [x] **FIX-10**: Hardcoded source_id pattern — kept as-is per research (minimal duplication, high refactor risk)
- [x] **FIX-11**: Excessive boilerplate docstrings removed from all scrapers
- [x] **FIX-12**: BaseScraper.extract_year() verified to exist (no ... | jku-encyclopedia | .planning/REQUIREMENTS.md | Markdown | 54af8a714a51746f4487160a36b97faf275f14db4e3fc2ff651c6561d96042e2 | 1 | 896 |
"icon", "logo", "spacer", "arrow", "button", "nav"
### Media Download & Storage
- [x] **FETCH-01**: New media_fetch scraper reads media_discovery.jsonl and downloads files with Content-Type validation
- [x] **FETCH-02**: Size limits enforced per modality — images: 10KB-20MB, video: up to 500MB, audio: up to 200MB
- [... | jku-encyclopedia | .planning/REQUIREMENTS.md | Markdown | 72b4a05d6e144063c6efe1677e5404c7bbd8c9728af7f61a30fe4c28c9ffa4b3 | 2 | 896 |
Complete |
| CRAWL-07 | Phase 13 | Complete |
| SRC-01 | Phase 14 | Complete |
| SRC-02 | Phase 14 | Complete |
| SRC-03 | Phase 14 | Complete |
| SRC-04 | Phase 14 | Complete |
| VERIFY-01 | Phase 15 | Complete |
| VERIFY-02 | Phase 15 | Complete |
| VERIFY-03 | Phase 15 | Complete |
| VERIFY-04 | Phase 15 | Complete ... | jku-encyclopedia | .planning/REQUIREMENTS.md | Markdown | 4315de6730fa20de02fd956401d3da45a217721866ae26e67581bb81544fef4d | 3 | 736 |
# Project Retrospective
*A living document updated after each milestone. Lessons feed forward into future planning.*
## Milestone: v1.0 — MVP
**Shipped:** 2026-03-21
**Phases:** 7 | **Plans:** 27
### What Was Built
- 15+ scrapers covering all JKU public data sources (OpenCast, GitHub, 5 academic APIs, 8 web/media)
... | jku-encyclopedia | .planning/RETROSPECTIVE.md | Markdown | 76731036d427e662df1b8bdf2befc490c085a6abf55d1d6aa7272f20d5ec87c2 | 0 | 896 |
— 14 plans across 4 phases in 2 days
- Template method pattern (BaseScraper) was the right abstraction — eliminated 11 guard duplications and 5 error wraps cleanly
- Quality gate infrastructure (health probes, content validation) provides immediate value for monitoring source health
- xfail-first test strategy (Wave 0 ... | jku-encyclopedia | .planning/RETROSPECTIVE.md | Markdown | 64a49e5f472231f620ba0816cd52a6d96dc90df6d55bc7ae6caec2659d56d0a0 | 1 | 791 |
# Roadmap: JKU Knowledge Base
**Created:** 2026-03-17
## Milestones
- ✅ **v1.0 MVP** -- Phases 1-7 (shipped 2026-03-21)
- ✅ **v1.1 Refactor & QA** -- Phases 8-11 (shipped 2026-03-22)
- ✅ **v2.0 Source Completeness** -- Phases 12-16 (shipped 2026-03-24)
- ✅ **v3.0 Multimodal Pipeline** -- Phases 17-21 (shipped 2026-0... | jku-encyclopedia | .planning/ROADMAP.md | Markdown | b7d1eeb4ec721332d57fd0e048ddae5f93b0b5c78262a38823719c6a987bb67c | 0 | 896 |
-------|--------|-----------|
| 1. Core Infrastructure | v1.0 | 7/7 | Complete | 2026-03-17 |
| 2. Priority Scrapers & Dedup | v1.0 | 4/4 | Complete | 2026-03-19 |
| 3. Remaining Scrapers | v1.0 | 2/2 | Complete | 2026-03-19 |
| 4. Content Processing | v1.0 | 2/2 | Complete | 2026-03-19 |
| 5. Embedding & Storage | v1.... | jku-encyclopedia | .planning/ROADMAP.md | Markdown | 21fc1aae0b19612565993bde20da42858ca82140cd86fe73472aec2c164f7db3 | 1 | 608 |
---
gsd_state_version: 1.0
milestone: v2.0
milestone_name: Source Completeness
status: defining_requirements
stopped_at: Completed 21-03-PLAN.md -- Phase 21 complete
last_updated: "2026-03-25T04:12:45.402Z"
last_activity: 2026-03-25 -- Completed 21-03-PLAN.md
progress:
total_phases: 10
completed_phases: 10
total_... | jku-encyclopedia | .planning/STATE.md | Markdown | 5c70793bd9a4c1ce84b4a9d6eb316c171c6fef801f9ceec8ce7ffc07de10327b | 0 | 896 |
: 9
---
---
gsd_state_version: 1.0
milestone: v2.0
milestone_name: Source Completeness
status: planning
stopped_at: Completed 14-01-PLAN.md
last_updated: "2026-03-23T20:10:47.821Z"
progress:
total_phases: 4
completed_phases: 3
total_plans: 8
completed_plans: 8
percent: 100
---
---
gsd_state_version: 1.0
mil... | jku-encyclopedia | .planning/STATE.md | Markdown | 807cc2c3b11be431c02ac43b8678f76d53b428f1394b2d7a362f865af9cb9552 | 1 | 896 |
and sources.json; source_variants now contains only jku_web, bioinf_jku, fmv_jku
- [Phase 17-02]: SKIP_EXTENSIONS expanded to 40 types; per_page_timeout=30s via asyncio.wait_for; HEAD-first content-type check with graceful degradation; defense-in-depth crawl filtering
- [Phase 16 added]: Fix all broken pipeline bugs, d... | jku-encyclopedia | .planning/STATE.md | Markdown | bcf4fe576bb93d9d1ce769ca8c15bab6e5fe318efa1311edbf49f4306207d683 | 2 | 896 |
3 massively underperforming: OpenCast (19 vs 2000+), arXiv (15 vs 500+), Semantic Scholar (384 vs 5000+)
- Root cause for institute scrapers: no XML sitemap, need recursive HTML crawler (Phase 12)
- Phase 14 can start independently of Phase 13 (API scrapers do not depend on web crawl infra)
### Pending Todos
None.
#... | jku-encyclopedia | .planning/STATE.md | Markdown | 1bb484fd11c123d3e34c8bad0e26732ad982c6a316d5983423a5fb3674064815 | 3 | 118 |
# Architecture
## Pattern
**5-Phase ETL Pipeline** — sequential phases with per-source parallelism within each phase.
```
Discover → Fetch → Chunk → Embed → Link
```
Orchestrated by `PipelineOrchestrator` (`src/jku_kb/orchestrator.py`), driven by CLI commands (`src/jku_kb/cli.py`).
## Layers
```
CLI Layer (typer)... | jku-encyclopedia | .planning/codebase/ARCHITECTURE.md | Markdown | 840f3c84480c1add72a753e1245fe663a889f688ca43e2dfb88590fbbcc2aeed | 0 | 896 |
next starts. Simpler resumability at the cost of latency.
- **JSONL manifests for state**: Append-mode writing during long runs, atomic overwrite on completion. Enables crash recovery.
- **Lazy imports in orchestrator**: Scraper/chunker classes imported inside methods to avoid circular deps and reduce startup time.
- *... | jku-encyclopedia | .planning/codebase/ARCHITECTURE.md | Markdown | b59fbc78df754c8ac6133418c57e914e120c0fade1ccd93eff3b715b251513a2 | 1 | 126 |
# Concerns & Technical Debt
## Missing Implementations
### CRITICAL
1. **`video_chunker.py` and `audio_chunker.py` missing**: Referenced in `orchestrator.py:64-69` but files don't exist in `src/jku_kb/chunkers/`. Pipeline will crash at Phase 3 for video/audio content.
2. **`youtube.py` scraper missing**: Orchestrato... | jku-encyclopedia | .planning/codebase/CONCERNS.md | Markdown | 3ca55ba342752d93d11b57bfae7c90050a759ac685ac497d9b11896c2af3cd98 | 0 | 896 |
*No `export_graphml` implementation visible**: Referenced in `cli.py:241` from `graph/visualization.py` but file content wasn't examined. May be incomplete.
18. **No YouTube scraper file**: The orchestrator imports `YouTubeScraper` but the file is missing from `src/jku_kb/scrapers/`.
## Testing Gaps
19. **No tests f... | jku-encyclopedia | .planning/codebase/CONCERNS.md | Markdown | 71d187d60241394c463661dcab838250fe9a65d631456b97efa874218a211792 | 1 | 200 |
# Code Conventions
## Language Features
- **Python 3.12+**: Uses `from __future__ import annotations`, `StrEnum`, `type | None` union syntax
- **Type hints**: Comprehensive throughout; `mypy --strict` configured
- **Async/await**: All I/O operations are async (`httpx.AsyncClient`, `AsyncQdrantClient`, `AsyncGraphData... | jku-encyclopedia | .planning/codebase/CONVENTIONS.md | Markdown | 2aabdf49530f010e5cba2f448ba109550d7a361340f211de87a53ac25d8134d1 | 0 | 841 |
# External Integrations
## Data Sources (14 Scrapers)
Each scraper extends `BaseScraper` in `src/jku_kb/scrapers/` and implements `discover()` + `fetch()`.
| Source ID | Module | API/Method | Auth |
|-----------|--------|-----------|------|
| `media_jku_opencast` | `opencast.py` | OpenCast REST API (offset paginatio... | jku-encyclopedia | .planning/codebase/INTEGRATIONS.md | Markdown | 720dd171a68fea7a7eb35b960ada8ef401ac61777a3ee8a2aca15dc28271ff4c | 0 | 896 |
`Author` (name unique)
### Edge Types
- `FROM_SOURCE` — Chunk → Source
- `FROM_INSTITUTE` — Chunk → Institute
- `TAGGED_WITH` — Chunk → Topic
- `IN_DOMAIN` — Topic → Domain
- `AUTHORED_BY` — Chunk → Author
- `SIMILAR_TO` — Chunk → Chunk (cosine score, cross_modal flag)
- `STRUCTURALLY_LINKED` — Chunk → Chunk (edge_typ... | jku-encyclopedia | .planning/codebase/INTEGRATIONS.md | Markdown | 769758f367720e1318ef34d88d1d5a057f21dbc760f5f0a91a5ebe47838ff1e8 | 1 | 304 |
# Technology Stack
## Language & Runtime
| Component | Version | Notes |
|-----------|---------|-------|
| Python | >= 3.12 | Required minimum; uses StrEnum, type union syntax |
| Runtime | CPython 3.12 | `.python-version` present |
| Package manager | uv | `uv sync`, `uv run` via Makefile |
| Build backend | hatchli... | jku-encyclopedia | .planning/codebase/STACK.md | Markdown | ba8488b85a4839cab8def5e88b8d01a1af68bc2cb5964fbbc65750f9f6ced3f8 | 0 | 896 |
Git hooks |
## Configuration
Settings loaded via pydantic-settings from environment variables / `.env` file:
- **API keys**: `GEMINI_API_KEY`, `GITHUB_TOKEN`, `YOUTUBE_API_KEY`, `SEMANTIC_SCHOLAR_API_KEY`
- **Infrastructure**: `QDRANT_URL` (default localhost:6333), `NEO4J_URI` (default bolt://localhost:7687)
- **Pip... | jku-encyclopedia | .planning/codebase/STACK.md | Markdown | 6a2e3196a6979ecdb3d7ec057e835231cdb55f681dc44d75ef3c54bfc97dc7f9 | 1 | 248 |
# Directory Structure
```
jku-encyclopedia/
├── pyproject.toml # Project config, deps, tool settings
├── uv.lock # Locked dependencies
├── .python-version # Python version pin
├── Makefile # Dev commands (install, test, lint, docker)
├── docker-compose.yml ... | jku-encyclopedia | .planning/codebase/STRUCTURE.md | Markdown | 0bfcdef737debcd4e7fe9dbeaf74366ba3eeb4ff66c576c1587dd794234087a7 | 0 | 896 |
: snake_case matching the source/concept (`opencast.py`, `pdf_chunker.py`)
- **Classes**: PascalCase with role suffix (`GitHubScraper`, `TextChunker`, `QdrantStore`)
- **Models**: PascalCase domain nouns (`RawItem`, `Chunk`, `EmbeddingResult`)
- **Enums**: PascalCase with StrEnum (`Modality`, `FetchStatus`, `EdgeType`)... | jku-encyclopedia | .planning/codebase/STRUCTURE.md | Markdown | 3c8e22752452b65cbe344967d120c0b3a2f2a651f3aa6e1c2a68032501152d53 | 1 | 318 |
# Testing
## Framework & Configuration
| Setting | Value |
|---------|-------|
| Runner | pytest >= 8.3 |
| Async support | pytest-asyncio >= 0.25 (mode: auto) |
| HTTP mocking | pytest-httpx >= 0.35, respx >= 0.22 |
| Coverage | pytest-cov >= 6.0 |
| Default filter | `-m "not live"` (excludes live API tests) |
## T... | jku-encyclopedia | .planning/codebase/TESTING.md | Markdown | 7ea257d843ab41f6ea46faccee6fdf574b0a876b05be3f0cb2168ef7538bad29 | 0 | 668 |
# Requirements Archive: v1.0 MVP
**Archived:** 2026-03-21
**Status:** SHIPPED
For current requirements, see `.planning/REQUIREMENTS.md`.
---
# Requirements: JKU Knowledge Base
**Defined:** 2026-03-17
**Core Value:** Every piece of publicly available JKU knowledge — lectures, papers, code, media — discoverable and ... | jku-encyclopedia | .planning/milestones/v1.0-REQUIREMENTS.md | Markdown | 841849baf379a7c96bf41f074f4734160ae4a80192847f9b01599f8fb5c8e9cf | 0 | 896 |
*DEDUP-01**: Dedup engine matches items by DOI across sources
- [x] **DEDUP-02**: Dedup engine matches items by normalized title + first author last name + year
- [x] **DEDUP-03**: Dedup runs after discovery, before fetch, to avoid downloading duplicates
- [x] **DEDUP-04**: Dedup decisions are logged for audit
### Chu... | jku-encyclopedia | .planning/milestones/v1.0-REQUIREMENTS.md | Markdown | dd3c170932bba8f17a44cd8475b709100608c4536e49714d3e8a67d3b15e3b10 | 1 | 896 |
[x] **PIPE-02**: Each phase is independently resumable via manifest tracking
- [x] **PIPE-03**: CLI command `jku-kb run` executes full pipeline
- [x] **PIPE-04**: CLI commands for individual phases: discover, fetch, chunk, embed, link (per-source filtering)
- [x] **PIPE-05**: CLI utility commands: status, probe, stats,... | jku-encyclopedia | .planning/milestones/v1.0-REQUIREMENTS.md | Markdown | ab7bba6be4aed54172ca02a71fe5f335fa6623c4edbee54b72b0a2357f976eca | 2 | 896 |
| Phase 2 | Complete |
| OPEN-05 | Phase 2 | Complete |
| GH-01 | Phase 2 | Complete |
| GH-02 | Phase 2 | Complete |
| GH-03 | Phase 2 | Complete |
| ACAD-01 | Phase 3 | Complete |
| ACAD-02 | Phase 3 | Complete |
| ACAD-03 | Phase 3 | Complete |
| ACAD-04 | Phase 3 | Complete |
| ACAD-05 | Phase 3 | Complete |
| WEB-... | jku-encyclopedia | .planning/milestones/v1.0-REQUIREMENTS.md | Markdown | b9f7e23b2d39362eeb35d6bc9332e63e65ad16c46f8c5d286228a53a48c5a9cf | 3 | 695 |
# Roadmap: JKU Knowledge Base
**Created:** 2026-03-17
**Phases:** 7
**Requirements:** 64 mapped
**Granularity:** Standard
## Phase Overview
| # | Phase | Goal | Requirements | Success Criteria |
|---|-------|------|--------------|------------------|
| 1 | Core Infrastructure | Solid foundation: config, models, loggi... | jku-encyclopedia | .planning/milestones/v1.0-ROADMAP.md | Markdown | f0462fa58ad078c7352ffe7e86092179c6c952224fe7cbb0a055a3ccdb32eead | 0 | 896 |
:
- [ ] 02-01-PLAN.md — OpenCast scraper: dual-track fetch, attachment integration, comprehensive tests
- [ ] 02-02-PLAN.md — GitHub scraper: fork filtering, source file download, rate limit inspection
- [ ] 02-03-PLAN.md — Dedup integration: wire into BaseScraper.run(), audit JSONL
- [ ] 02-04-PLAN.md — Concurrency pr... | jku-encyclopedia | .planning/milestones/v1.0-ROADMAP.md | Markdown | 2d9f92cdcba317419bfdc510fd0c7fc0d993b4fa5f9568e14382f508b5f8aa9f | 1 | 896 |
Phase 5: Embedding & Storage
**Goal:** Connect Gemini embedding API, build Qdrant and Neo4j storage clients with batch operations, and verify dimension consistency across modalities.
**Requirements:**
- EMBED-01: Gemini embedding client wrapping google-genai SDK
- EMBED-02: Batch orchestrator with concurrency control... | jku-encyclopedia | .planning/milestones/v1.0-ROADMAP.md | Markdown | a95a23c7e0d3928a5d5fd9efd8e698663c1be0f8b45ac4006f0431c8974bc004 | 2 | 896 |
manifest resumability, progress callbacks, link phase wiring
- [x] 06-04-PLAN.md — CLI: Rich progress bars, link --mode wiring, stats with Neo4j/Qdrant, validate command
---
### Phase 7: Testing & Quality
**Goal:** Comprehensive test suite, type safety, code quality, and documentation for open-source release.
**Req... | jku-encyclopedia | .planning/milestones/v1.0-ROADMAP.md | Markdown | f6de82372b00fcc52f0facdadd0b64542dda25ed8304e7ab4a34722ff4d3cb3b | 3 | 650 |
# Requirements Archive: v1.1 Refactor & QA
**Archived:** 2026-03-22
**Status:** SHIPPED
For current requirements, see `.planning/REQUIREMENTS.md`.
---
# Requirements: JKU Knowledge Base
**Defined:** 2026-03-21
**Core Value:** Every piece of publicly available JKU knowledge discoverable and connected through a sing... | jku-encyclopedia | .planning/milestones/v1.1-REQUIREMENTS.md | Markdown | 091bd1a0fb5d9b17247b2c4929cd8abe5f6554b2f5bd9f5ef4cf54e6eeec5897 | 0 | 896 |
-03**: New tests cover the scraper registry, decomposed orchestrator modules, and CLI dashboard
- [x] **TEST-04**: Test coverage remains at or above 80% branch coverage
## Future Requirements
Deferred from v1.1 to future milestones.
### Incremental Updates
- **INCR-01**: Pipeline detects new items since last run an... | jku-encyclopedia | .planning/milestones/v1.1-REQUIREMENTS.md | Markdown | 5519af8b42b06e85e0a482cc4814a06b699af01789cc721a14ce2ade0f908757 | 1 | 582 |
# Roadmap: JKU Knowledge Base
**Created:** 2026-03-17
## Milestones
- **v1.0 MVP** -- Phases 1-7 (shipped 2026-03-21)
- **v1.1 Refactor & QA** -- Phases 8-11 (shipped 2026-03-22)
## Phases
<details>
<summary>v1.0 MVP (Phases 1-7) -- SHIPPED 2026-03-21</summary>
- [x] Phase 1: Core Infrastructure (7/7 plans) -- co... | jku-encyclopedia | .planning/milestones/v1.1-ROADMAP.md | Markdown | 01730fc6527812d9622700a2a3b0eeff6e4d46a529a64adf2430c05c37b9a514 | 0 | 896 |
and orchestrator mapping are fully removed
4. Manifest I/O uses buffered writes and bulk reads; no file-per-item open/write/close pattern remains
5. All existing tests pass with 0 failures and 0 errors
**Dependencies:** None -- this is the first v1.1 phase.
**Rationale:** REF-01 and REF-02 set the architecture that a... | jku-encyclopedia | .planning/milestones/v1.1-ROADMAP.md | Markdown | ab265d52015282b8ee7946d4911e8476a1a91d7e5cbbc3c7687e6f1bd731d0a9 | 1 | 896 |
of work) instead of 3-line stubs |
| SRC-03 | JKU web crawl filters pages to academic content only (teaching, research, publications) |
| SRC-04 | Institute web crawls (bioinf, fmv, cp, ssw, risc) filter to academic content only |
| PERF-02 | HTTP client connections pooled and reused across scraper instances within the... | jku-encyclopedia | .planning/milestones/v1.1-ROADMAP.md | Markdown | c5cd4fbf320a76b056e1cef50ca4712e5c53c77de220af86c213412ef26b40ba | 2 | 896 |
from phases 9-10 feeds the health report; all architecture from phases 8-9 must exist for TEST-03).
**Rationale:** CLI work depends on the registry (REF-01) and orchestrator modules (REF-02) from phase 8. SRC-07 health command requires quality gate data from phases 9-10. TEST-03 covers all new architecture and can onl... | jku-encyclopedia | .planning/milestones/v1.1-ROADMAP.md | Markdown | 299faa21406600d956d6ec1e9d468dc1c8542744db71d6c87892a93da522ed19 | 3 | 794 |
# Requirements Archive: v3.0 Multimodal Pipeline
**Archived:** 2026-03-25
**Status:** SHIPPED
For current requirements, see `.planning/REQUIREMENTS.md`.
---
# Requirements: JKU Knowledge Base
**Defined:** 2026-03-23
**Core Value:** Every piece of publicly available JKU knowledge discoverable and connected through ... | jku-encyclopedia | .planning/milestones/v3.0-REQUIREMENTS.md | Markdown | ce74713c80598151e851a4aa189600add272ad3e578c84a5b17e7d52021e0270 | 0 | 896 |
# Roadmap: JKU Knowledge Base
**Created:** 2026-03-17
## Milestones
- **v1.0 MVP** -- Phases 1-7 (shipped 2026-03-21)
- **v1.1 Refactor & QA** -- Phases 8-11 (shipped 2026-03-22)
- **v2.0 Source Completeness** -- Phases 12-16 (shipped 2026-03-24)
- **v3.0 Multimodal Pipeline** -- Phases 17-21 (in progress)
## Phase... | jku-encyclopedia | .planning/milestones/v3.0-ROADMAP.md | Markdown | f5d6ec44b8adebef73c072594eb9537cd760b61378e8c9fd5dda350e2996fe19 | 0 | 896 |
audio chunker limits, add task_type parameter, verify all modalities embed end-to-end (completed 2026-03-25)
- [x] **Phase 21: Integration & Reporting** - Modality-aware dashboard and verify reporting, full pipeline E2E run, cross-modal similarity verification (completed 2026-03-25)
### Phase 17: Source Cleanup & Craw... | jku-encyclopedia | .planning/milestones/v3.0-ROADMAP.md | Markdown | 8a2b9180b1eb3ca92ab1d67f0400a0730a7598d2f4cbea7ae9419c4d4034622d | 1 | 896 |
, dashboard and verify command extended with modality-aware reporting
**Depends on**: Phase 20
**Requirements**: INT-01, INT-02, INT-03, INT-04
**Success Criteria** (what must be TRUE):
1. `jku-kb verify` shows per-modality counts (N images, N videos, N audio, N PDFs, N text)
2. Dashboard shows modality breakdown d... | jku-encyclopedia | .planning/milestones/v3.0-ROADMAP.md | Markdown | b4d54f00cc07e8872f892b3de9bc1cfbb96892aea3d5318040d7cf1e1705b004 | 2 | 896 |
filtering or cross-referencing (previously 384)
**Plans:** 3/3 plans complete
Plans:
- [ ] 14-01-PLAN.md — RISC multi-division fix + OpenCast total-field pagination
- [ ] 14-02-PLAN.md — OpenAlex cross-reference utility + xref file writing
- [ ] 14-03-PLAN.md — arXiv + Semantic Scholar cross-reference integration
### ... | jku-encyclopedia | .planning/milestones/v3.0-ROADMAP.md | Markdown | ed19466d1184fd6bf7e6bf687c047957437e6997867c4068b2f7d785e8961b2d | 3 | 896 |
v1.0 | 4/4 | Complete | 2026-03-20 |
| 6. Graph Linking & Orchestrator | v1.0 | 4/4 | Complete | 2026-03-20 |
| 7. Testing & Quality | v1.0 | 4/4 | Complete | 2026-03-21 |
| 8. Foundation | v1.1 | 3/3 | Complete | 2026-03-21 |
| 9. Scraper Hardening | v1.1 | 4/4 | Complete | 2026-03-21 |
| 10. Source Fixes & Performanc... | jku-encyclopedia | .planning/milestones/v3.0-ROADMAP.md | Markdown | b55d3a29785d84b2f8674b40f6a4dabada8e547216fad6fc2a331922c488abff | 4 | 480 |
---
phase: 01-core-infrastructure
plan: 01
subsystem: infra
tags: [structlog, json-logging, logging]
requires:
- phase: none
provides: foundation phase — no dependencies
provides:
- JSON-formatted structured logging via structlog with level filtering
- setup_logging() with correct basicConfig ordering for fi... | jku-encyclopedia | .planning/milestones/v1.0-phases/01-core-infrastructure/01-01-SUMMARY.md | Markdown | 0163531ffecd6ff4ca721be400e8e53ec73fbb896f4b4db97c57ee0463b69b45 | 0 | 622 |
---
phase: 01-core-infrastructure
plan: "03"
subsystem: infra
tags: [docker, healthcheck, qdrant, neo4j, wget]
requires:
- phase: none
provides: standalone infrastructure change
provides:
- Docker health checks for Qdrant and Neo4j services
- Enables depends_on condition service_healthy for Phase 6 orchestra... | jku-encyclopedia | .planning/milestones/v1.0-phases/01-core-infrastructure/01-03-SUMMARY.md | Markdown | 225e4fb305bff17071348b307ce67d54db1d6a4f69546626dac71a7216d28042 | 0 | 632 |
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