ReleaseHub-Release Note Intelligent System

Inspiration

Hellucination in the AI is the universal problem, which makes CI/CD pipeline corrupt due to incorrect version details.

What it does

When user asked the query about any vendor's release version , ReleaseHub provide the grounded release response based on evidence score. If no evidence then system abstain as "I dont know about the version information of vendor(i.e Linux) "

How we built it

Step1: User asked query : What is the patch for Linux on 2026-02-14? Step2: The agent extracted keywords such as Vendor name, Patch, and date. The data for versions, patch, and OS stored in data ware house

Challenges we ran into

Data retriueval failure due to incorrectly used filter word

Accomplishments that we're proud of

Integrating the different APIs with our application

What we learned

What's next for ReleaseNote AI Agent

1) Will add the NLP to user input, for the different synonyms matched with same intent. The query after NLP will send to agent top query the data lake. 2) Create more data lakes for Changelogs and CVEs.

Built With

• external-release-train
• fastapi
• google-gemini
• javascript
• python
• reactui
• renders