# Knowledge base Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/knowledge-base
> Markdown URL: https://aitinkerers.org/technologies/knowledge-base.md
> Technology record last updated: 2026-02-23T15:36:17Z
> Generated: 2026-10-24T01:45:59Z

A knowledge base is a centralized, structured repository (like a wiki or graph database) that provides instant, self-service answers for customers and internal teams.

This technology functions as your organization's single source of truth: It systematically captures, organizes, and retrieves institutional knowledge (FAQs, runbooks, policies). A well-implemented knowledge base, such as one built on Confluence or Zendesk Guide, measurably reduces support volume; companies often see a 30% or greater decrease in repetitive support tickets. Modern systems leverage machine-readable formats and AI to enable semantic search and automated response generation, ensuring users find specific, accurate information immediately without agent intervention. The goal is efficiency: Stop answering the same question 100 times.

- Official technology site: https://www.atlassian.com/itsm/knowledge-management/knowledge-base-guide
- Public AI Tinkerers demos and talks: 2
- Result page: 1 of 1

## Recent Public Talks and Demos

### [LectureRAG - ai models + knowledge from university lectures](https://prague.aitinkerers.org/talks/rsvp_IJfc86TUlqg)

- Event context: AI Tinkerers Prague October Meetup - Days of AI — 2024-10-15 — Prague
- Public talk page: https://prague.aitinkerers.org/talks/rsvp_IJfc86TUlqg

### [Clipmarks: AI Bookmarks that Never Forget](https://palo-alto.aitinkerers.org/talks/rsvp_DkYTgXEaDxQ)

- Event context: AI Tinkerers - Palo Alto - August 2024 @ Groq — 2024-08-23 — Palo Alto
- Public talk page: https://palo-alto.aitinkerers.org/talks/rsvp_DkYTgXEaDxQ

## Related Technologies

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- [Clipmarks](https://aitinkerers.org/technologies/clipmarks) ([Markdown](https://aitinkerers.org/technologies/clipmarks.md)) — 1 public demo
- [Fine-tuning](https://aitinkerers.org/technologies/fine-tuning) ([Markdown](https://aitinkerers.org/technologies/fine-tuning.md)) — 20 public demos
- [GPT-3](https://aitinkerers.org/technologies/gpt-3) ([Markdown](https://aitinkerers.org/technologies/gpt-3.md)) — 191 public demos
- [GPT-4](https://aitinkerers.org/technologies/gpt-4) ([Markdown](https://aitinkerers.org/technologies/gpt-4.md)) — 529 public demos
- [Keras](https://aitinkerers.org/technologies/keras) ([Markdown](https://aitinkerers.org/technologies/keras.md)) — 74 public demos
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- [RAG](https://aitinkerers.org/technologies/rag) ([Markdown](https://aitinkerers.org/technologies/rag.md)) — 148 public demos
- [scikit-learn](https://aitinkerers.org/technologies/scikit-learn) ([Markdown](https://aitinkerers.org/technologies/scikit-learn.md)) — 85 public demos
- [TensorFlow](https://aitinkerers.org/technologies/tensorflow) ([Markdown](https://aitinkerers.org/technologies/tensorflow.md)) — 90 public demos
- [Video indexing](https://aitinkerers.org/technologies/video-indexing) ([Markdown](https://aitinkerers.org/technologies/video-indexing.md)) — 1 public demo
- [Web search](https://aitinkerers.org/technologies/web-search) ([Markdown](https://aitinkerers.org/technologies/web-search.md)) — 3 public demos