KAG
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
What to know before exploring
What it is
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge bases. It can effectively overcome the shortcomings of the traditional RAG vector similarity calculation model.
GitHub
Where it is used
No documented product use has been verified yet.
What people are saying
Fellow legal tech founder here. The first thing I look at in projects like this are the prompts: https://github.com/OpenSPG/KAG/blob/master/kag/builder/promp... All you’re…
leobg used a recommendation phrase. One indexed comment matches. This is a phrase match, not a verdict.
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Also in these discussions
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This week on Hacker News
Nov 8–Nov 15 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/15/2026, 7:24:48 PM UTC.
No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.
Mentions over time
Observed mentions: 2024-10-28 02:28:30 UTC to 2024-12-30 15:49:07 UTC. Weeks start Monday, UTC.
Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.
View mention counts and date ranges
| Period | Start (UTC) | End (exclusive, UTC) | Mentions | Submissions | Comments |
|---|---|---|---|---|---|
| Oct 28 | 2024-10-28 00:00:00 UTC | 2024-11-04 00:00:00 UTC | 1 | 1 | 0 |
| Nov 4 | 2024-11-04 00:00:00 UTC | 2024-11-11 00:00:00 UTC | 0 | 0 | 0 |
| Nov 11 | 2024-11-11 00:00:00 UTC | 2024-11-18 00:00:00 UTC | 0 | 0 | 0 |
| Nov 18 | 2024-11-18 00:00:00 UTC | 2024-11-25 00:00:00 UTC | 0 | 0 | 0 |
| Nov 25 | 2024-11-25 00:00:00 UTC | 2024-12-02 00:00:00 UTC | 0 | 0 | 0 |
| Dec 2 | 2024-12-02 00:00:00 UTC | 2024-12-09 00:00:00 UTC | 0 | 0 | 0 |
| Dec 9 | 2024-12-09 00:00:00 UTC | 2024-12-16 00:00:00 UTC | 0 | 0 | 0 |
| Dec 16 | 2024-12-16 00:00:00 UTC | 2024-12-23 00:00:00 UTC | 0 | 0 | 0 |
| Dec 23 | 2024-12-23 00:00:00 UTC | 2024-12-30 00:00:00 UTC | 0 | 0 | 0 |
| Dec 30 | 2024-12-30 00:00:00 UTC | 2025-01-06 00:00:00 UTC | 3 | 1 | 2 |
What Hacker News says
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