Hi AsterixDB Community,

My name is Pratham Tomar, and I am writing to express my interest in
contributing to Apache AsterixDB for Google Summer of Code 2026.

I have been looking through the Jira issues and am particularly interested
in two AI/LLM-focused projects:

   1.

   ASTERIXDB-3696: NL2SQL++ assistant
   2.

   ASTERIXDB-3695: LLM Agent Protocols/Memory

I am currently setting up my local development environment and reviewing
the architecture papers (AsterixDB Overview, Hyracks, and recent arxiv
publications). I am also familiarizing myself with the HTTP API and
Metadata system in the codebase.

Could you point me toward any good "good first issues" related to the HTTP
API or metadata management that would help me understand the execution flow
better? Also, if there are any specific LLM frameworks (like LangChain4j)
or protocol documentation (like MCP) the mentors recommend reviewing before
writing my proposal, I would love to know.

I look forward to contributing to the project!

Best regards, Pratham Tomar

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