[GSOC 2026 PROPOSAL] Anshuman Singh | Continue AI-Powered Chatbot for Quick Access to Jenkins Resources

Hi, I am Anshuman Singh a second year B. Tech undergrad at IIIT Jabalpur. I have completed the set up of resources-ai-chatbot-plugin repo and have also done some research for implementing the graphRAG feature in the chatbot. I have already had an experience of deploying a graphRAG pipeline that generates a knowledge graph for every uploaded document. Considering it I can say that I have a certain level of in-depth knowledge of graphRAG implementations and the difficulties involved with it. I have made an initial proposal after researching for a compatible way to implement a graphRAG assistant in Jenkins.

@krisstern @berviantoleo @giovanni-vaccarino and other mentors

Please suggest any necessary changes that should be done in the proposal. (I think I overdid a little bit in the description part so a review would be much helpful to finalise the proposal. I also have used ai for language polishing. Do tell me if it is completely prohibited)

AI Usage: Google Summer of Code (GSoC): AI Usage Policy for Jenkins Contributions

I only review the proposals that are submitted through the provided Google Form.

@berviantoleo I was not able to attend the project briefing sessions due to ongoing mid-semester exams. So I have no idea about the google form. If you could kindly tell me where to access the google form or give the link of the google form, then it will be great.

this is the google form to submit the proposal for review. Make sure to upload the link of the proposal to allow everyone to view while submitting in the form. Feel free if you have any queries..