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Files changed: - .wikitool-kb.json - AGENTS.md - CHANGES.md - INSTALL-MCP.md - INSTALL.md - README.md - VERSION - instructions/capture-session.md - instructions/dev/issue-tracking.md - instructions/german-terminology.md - instructions/kb-profiles.md - instructions/migrate-corpus.md - instructions/migrations/5.0.0-confidence-removal.md - instructions/private-instance.md - instructions/setup-instance.md - instructions/wiki-lint/SKILL.md - instructions/wiki-manage/SKILL.md - instructions/wiki-query/SKILL.md - kb/CONTRACT.md - kb/CONVENTIONS.md - kb/CONVENTIONS.md.template - kb/concepts/architectures/Consolidation Tiers.md - kb/concepts/architectures/Context Isolation.md - kb/concepts/architectures/Cross-platform Agent Skills.md - kb/concepts/architectures/Episodic Memory.md - kb/concepts/architectures/Hybrid Search.md - kb/concepts/architectures/Implementation Spectrum.md - kb/concepts/architectures/Knowledge Graph.md - kb/concepts/architectures/LLM Wiki Pattern.md - kb/concepts/architectures/MCP-Leseserver.md - kb/concepts/architectures/Memory Lifecycle.md - kb/concepts/architectures/OKF Compatibility.md - kb/concepts/architectures/Optional Instance Context File.md - kb/concepts/architectures/Personalization Plane.md - kb/concepts/architectures/Procedural Memory.md - kb/concepts/architectures/RAG.md - kb/concepts/architectures/Scale Ceiling.md - kb/concepts/architectures/Semantic Memory.md - kb/concepts/architectures/Three-Layer Architecture.md - kb/concepts/architectures/Token Economics.md - kb/concepts/architectures/Working Memory.md - kb/concepts/decisions/Delete Rather Than Anonymize.md - kb/concepts/decisions/Denylist over Allowlist.md - kb/concepts/decisions/Diff-Reviewable Agent Edits.md - kb/concepts/decisions/Dual Licensing by File Plan.md - kb/concepts/decisions/Issue Label Scheme.md - kb/concepts/decisions/KB Stack Versioning.md - kb/concepts/decisions/Structural Enforcement over Documented Rule.md - kb/concepts/patterns/Audit Trail.md - kb/concepts/patterns/BM25.md - kb/concepts/patterns/Command Round-Trip Integrity.md - kb/concepts/patterns/Confidence Scoring.md - kb/concepts/patterns/Contradiction Resolution.md - kb/concepts/patterns/Entity Extraction.md - kb/concepts/patterns/Filter on Ingest.md - kb/concepts/patterns/Forgetting.md - kb/concepts/patterns/Graph Traversal.md - kb/concepts/patterns/Mesh Sync.md - kb/concepts/patterns/Quality Scoring.md - kb/concepts/patterns/Reciprocal Rank Fusion.md - kb/concepts/patterns/Self-Healing.md - kb/concepts/patterns/Shared vs Private.md - kb/concepts/patterns/Typed Relationships.md - kb/concepts/patterns/Vector Search.md - kb/concepts/patterns/Work Coordination.md - kb/concepts/problems/Ambient Environment Dependency.md - kb/concepts/problems/Detect-Repair Asymmetry.md - kb/concepts/problems/Green Suite Blind Spot.md - kb/concepts/problems/Naming Convention Conflict.md - kb/concepts/problems/Write-Once Frontmatter Fields.md - kb/concepts/protocols/CPPC.md - kb/concepts/protocols/Modbus.md - kb/concepts/protocols/SSD TRIM.md - kb/concepts/workflows/Anti-Cramming Heuristic.md - kb/concepts/workflows/Bulk Operations.md - kb/concepts/workflows/CI Integration.md - kb/concepts/workflows/Checkpoint Audit.md - kb/concepts/workflows/Claude Code Auto Mode.md - kb/concepts/workflows/Content Quality Control.md - kb/concepts/workflows/Crystallization.md - kb/concepts/workflows/Event-Driven Automation.md - kb/concepts/workflows/Hooks.md - kb/concepts/workflows/Index Scaling.md - kb/concepts/workflows/Iteration and Cost Limits.md - kb/concepts/workflows/KB Migration.md - kb/concepts/workflows/Knowledge Compounding.md - kb/concepts/workflows/Lint Workflow.md - kb/concepts/workflows/Mass-Update Gate.md - kb/concepts/workflows/Multi-Agent Collaboration.md - kb/concepts/workflows/Privacy and Governance.md - kb/concepts/workflows/Publish-Remote Gate.md - kb/concepts/workflows/Quality and Self-Correction.md - kb/concepts/workflows/Semantic Lint Automation.md - kb/concepts/workflows/Session Orientation.md - kb/concepts/workflows/Split Merge Reclassify.md - kb/concepts/workflows/Split Threshold.md - kb/concepts/workflows/Stub Threshold.md - kb/concepts/workflows/Supersession.md - kb/concepts/workflows/User Management.md - kb/concepts/workflows/Workflow Extraction.md - kb/concepts/workflows/Workflow Orchestration.md - kb/entities/people/Andrej Karpathy.md - kb/entities/people/E3DC GmbH.md - kb/entities/people/Rohit Gupta.md - kb/entities/people/Vannevar Bush.md - kb/entities/projects/BCDModule.md - kb/entities/projects/Chemenu.md - kb/entities/projects/andybalholm-edl.md - kb/entities/projects/goresponsiveness.md - kb/entities/projects/ha-core.md - kb/entities/projects/hacs-e3dc.md - kb/entities/projects/hacs-integration-blueprint.md - kb/entities/projects/llm-wiki-skills.md - kb/entities/projects/plugnburn-edl.md - kb/entities/projects/wiki-skills-vanillaflava.md - kb/entities/projects/wiki-skills.md - kb/entities/systems/AGENTS.md.md - kb/entities/systems/CLAUDE.md.md - kb/entities/systems/E3DC.md - kb/entities/systems/ENVIRONMENT.md.md - kb/entities/systems/Memex.md - kb/entities/systems/Tolkien Gateway.md - kb/entities/technologies/Arch Linux.md - kb/entities/technologies/Disk Encryption.md - kb/entities/technologies/Docker.md - kb/entities/technologies/GRUB.md - kb/entities/technologies/Gitea Actions.md - kb/entities/technologies/Gitea.md - kb/entities/technologies/Go.md - kb/entities/technologies/Home Assistant.md - kb/entities/technologies/Kernel PM Governors.md - kb/entities/technologies/LVM.md - kb/entities/technologies/Linux Kernel.md - kb/entities/technologies/MQTT.md - kb/entities/technologies/OPC UA.md - kb/entities/technologies/Python.md - kb/entities/technologies/Rust.md - kb/entities/technologies/Wine GE.md - kb/entities/technologies/Wine-Staging.md - kb/entities/technologies/acpi-cpufreq.md - kb/entities/technologies/amd-pstate.md - kb/entities/technologies/iii Engine.md - kb/entities/tools/AUR.md - kb/entities/tools/Act Runner.md - kb/entities/tools/Agent Memory.md - kb/entities/tools/Aura.md - kb/entities/tools/Bottles.md - kb/entities/tools/ChatGPT.md - kb/entities/tools/Claude Code.md - kb/entities/tools/Codex CLI.md - kb/entities/tools/Dataview.md - kb/entities/tools/GPG.md - kb/entities/tools/GitHub Copilot.md - kb/entities/tools/Gitea MCP Server.md - kb/entities/tools/Lutris.md - kb/entities/tools/Marp.md - kb/entities/tools/Mistral Vibe.md - kb/entities/tools/NotebookLM.md - kb/entities/tools/Obsidian Web Clipper.md - kb/entities/tools/Obsidian.md - kb/entities/tools/OpenAI Codex.md - kb/entities/tools/OpenCode.md - kb/entities/tools/Pi.md - kb/entities/tools/Proton.md - kb/entities/tools/Steam.md - kb/entities/tools/Wine.md - kb/entities/tools/awesome-llm-wiki.md - kb/entities/tools/farzaa gist.md - kb/entities/tools/gdeploy.md - kb/entities/tools/makepkg.md - kb/entities/tools/pascalandy schema.md - kb/entities/tools/qmd.md - kb/entities/tools/wikitool.md - kb/index.md - kb/log.md - raw/CONTRACT.md - tools/CONTRACT.md - tools/README.md - tools/chemenu/api.py - tools/chemenu/cli.py - tools/chemenu/commands/confidence_decay.py - tools/chemenu/commands/docs_verify.py - tools/chemenu/commands/doctor.py - tools/chemenu/commands/index_build.py - tools/chemenu/commands/new_page.py - tools/chemenu/commands/search.py - tools/chemenu/commands/touch.py - tools/chemenu/commands/version_cmd.py - tools/chemenu/conventions.py - tools/chemenu/corpus_diff.py - tools/chemenu/frontmatter_io.py - tools/chemenu/lint_core.py - tools/chemenu/mcp/server.py - tools/chemenu/page.py - tools/chemenu/search/base.py - tools/chemenu/search/filters.py - tools/chemenu/search/ripgrep.py - tools/chemenu/search/service.py - tools/chemenu/search/types.py - tools/chemenu/tests/conftest.py - tools/chemenu/tests/test_api.py - tools/chemenu/tests/test_confidence_decay.py - tools/chemenu/tests/test_corpus_diff.py - tools/chemenu/tests/test_docs_verify.py - tools/chemenu/tests/test_frontmatter_io.py - tools/chemenu/tests/test_index_build.py - tools/chemenu/tests/test_kb_scan.py - tools/chemenu/tests/test_lint.py - tools/chemenu/tests/test_mcp_server.py - tools/chemenu/tests/test_new_page.py - tools/chemenu/tests/test_page_ops.py - tools/chemenu/tests/test_provenance.py - tools/chemenu/tests/test_raw_cmd.py - tools/chemenu/tests/test_search.py - tools/chemenu/tests/test_touch.py - tools/chemenu/tests/test_type_resolver.py - tools/chemenu/tests/test_version_cmd.py - tools/chemenu/tests/test_xref.py - tools/chemenu/version.py - types/concept.md - types/concept.schema.yaml - types/entity.md - types/entity.schema.yaml - types/instruction.md - types/type-spec.md
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type, entity_type, tags, created, modified, related, sources, provenance, summary
| type | entity_type | tags | created | modified | related | sources | provenance | summary | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| types/entity.md | tool |
|
2026-07-26 | 2026-08-29 |
|
|
sourced | RAG-basiertes KI-Wissenswerkzeug von Google; beantwortet Fragen aus hochgeladenen Dokumenten, ohne Wissen dauerhaft anzuhäufen. |
NotebookLM
Typ: Tool (Googles KI-Wissensmanagementsystem)
Beschreibung
NotebookLM ist Googles KI-gesteutertes Wissensmanagementsystem, das Retrieval Augmented Generation (RAG) verwendet, um Fragen auf Grundlage hochgeladener Dokumente zu beantworten. Es stellt den traditionellen RAG-Ansatz dar, den das LLM Wiki Pattern verbessern möchte.
Kerndaten
- Typ: Web-Anwendung / KI-Assistent
- Entwickler: Google
- Ansatz: RAG (Retrieval Augmented Generation)
- Status: Aktiv (Stand Quelle)
- Website: https://notebooklm.google/
Beziehungen
- Verwendet Ansatz: RAG
- Verglichen mit: LLM Wiki Pattern (traditionelles RAG vs. persistentes Wiki)
- Ähnlich wie: ChatGPT Datei-Uploads
Funktionsweise
- Benutzer lädt eine Sammlung von Dokumenten hoch
- Bei jeder Abfrage führt das System Folgendes durch:
- Ruft relevante Chunks aus den hochgeladenen Dokumenten ab
- Generiert eine Antwort basierend auf diesen Chunks
- Behält KEINE persistenten synthetisierten Kenntnisse bei
- Wissen wird bei jeder Abfrage von Grund auf neu abgeleitet
Einschränkungen (im LLM Wiki Pattern)
- Keine Akkumulation von Wissen über Abfragen hinweg
- Subtile Fragen, die eine Synthese mehrerer Dokumente erfordern, müssen jedes Mal neu abgeleitet werden
- Keine persistenten Querverweise oder gekennzeichnete Widersprüche
- Keine Aufzinsung durch das Hinzufügen neuer Quellen
Vergleich mit dem LLM Wiki Pattern
| Merkmal | NotebookLM | LLM Wiki Pattern |
|---|---|---|
| Ansatz | RAG | Persistentes Wiki |
| Wissensakkumulation | Nein | Ja |
| Querverweise | Nein | Ja |
| Widerspruchserkennung | Nein | Ja |
| Wartungsaufwand | Niedrig (automatisch) | Niedrig (vom LLM gepflegt) |
| Abfrageleistung | Schnell | Schnell (nach initialer Kompilierung) |
Historie
- [2026-07-26] - Entity-Seite während der Verarbeitung des LLM Wiki Pattern Artikels erstellt
Siehe auch
Beziehungen
- see-also: ChatGPT
- implements: RAG
- exemplifies: LLM Wiki Pattern