Implement a langchain flow for the ai feature

[harshendram]

This feature request aims to use vectordb to store the context of channel messages etc so that we can reduce the gemini api requests and get the relevant chunk to answer the queries

[github-actions]

🎯 MANDATORY: Contribution Tracker Update 🎯

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👋 Hello @harshendram!

🎉 Thank you for creating Issue #65! 🎉

As part of our GSSoC tracking system, you MUST update our contribution tracker immediately.

📊 🔗 ACCESS CONTRIBUTION TRACKER HERE 🔗

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⚠️ CRITICAL REQUIREMENTS ⚠️

🚨 ACTION	📝 DESCRIPTION
✅ ADD ENTRY	Create new row with this issue details
✅ UPDATE STATUS	Change status when issue is closed/resolved
✅ ACCURATE DATA	Provide only truthful information
❌ NO TAMPERING	Never modify others' entries

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� WHAT TO UPDATE IN TRACKER:

🏷️ FIELD	📝 VALUE
GitHub Username	harshendram
Issue/PR Number	#65
Type	Issue
Title	"Implement a langchain flow for the ai feature"
Status	Open → UPDATE when closed/resolved
Date Created	2025-08-16

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🔄 STATUS UPDATE REQUIREMENT

🚨 YOU MUST UPDATE STATUS CHANGES 🚨

📊 CURRENT STATUS	➡️ UPDATE TO	📅 WHEN
Open	Closed	When issue is closed
Open	Resolved	When issue is fixed
Open	In Progress	When you start working
Open	Under Review	When under review

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�️ VIOLATION CONSEQUENCES

� We maintain backup copies and monitor ALL changes

� VIOLATIONS	⛔ CONSEQUENCES
Fake/misleading data	PERMANENT BAN
Tampering with others' data	REPORTED TO GSSOC
Ignoring tracker updates	BLOCKED FROM PROGRAMS
Status not updated	CONTRIBUTION INVALID

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🎖️ WHY THIS MATTERS

📊 BENEFIT	💎 IMPACT
Quality Control	Ensures genuine contributions
Fair Recognition	Proper credit for your work
GSSoC Reports	Official program tracking
Leaderboards	Community recognition

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✨ THANK YOU FOR CONTRIBUTING! ✨

🚀 Your efforts make this project better! 🚀

Remember: Update the tracker now AND when status changes!

[github-actions]

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✨ Thank You for Contributing!

👋 Hey @harshendram, thanks for opening this issue in the Advanced-Discord-Bot repository.

Your contribution helps us grow and improve this project 💪

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🌟 Love this project? Show your support:
👉 Give us a ⭐ on GitHub

We appreciate your help and interest in making this better!

— The Maintainers 💖

[preetidas60]

Hey, can you please assign this issue to me?

[Atomic-Shadow7002]

@harshendram Hey, can you please assign this issue to me?

[harshendram]

hey @Atomic-Shadow7002 can you check out other issues please thank you :)

[harshendram]

@preetidas60 you can start to work on it

[Atomic-Shadow7002]

hey @Atomic-Shadow7002 can you check out other issues please thank you :)

Okayy