Rag poc

[PoojasreeDwarakanath]

Description

This change adds RAG functionality to mito-ai's chat completion. Based on the chat prompt, a query is formulated and google search is performed. Information from this search is passed as additional context to the LLM, thereby enabling it to incorporate real-time data into its answers.

Mito.chat.completion.with.RAG.mp4

Testing

Please provide a list of the ways you can "access" or use the functionality. Please try and be exhaustive here, and make sure that you test everything you list.

• I have tested this on real data that is reasonable and large
• If I changed the interaction with JupyterLab, I tested that it does not break other programs (like VS Code), and tested that it works "multiple times" in the same notebook.

Note

• This change is currently applicable to all chat prompts. The feature could be made available based on a user input using a toggle button on the UI.
• Unit tests are yet to be added and will be done after the code is reviewed.

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Name	Status	Preview	Comments	Updated (UTC)
monorepo	✅ Ready (Inspect)	Visit Preview	💬 Add feedback	Apr 21, 2025 5:07am

[aarondr77]

Hey @PoojasreeDwarakanath thanks so much for opening up this PR. I'll give it a review this week! In the meantime, since this is your first contribution to this codebase, can you check out our CLA here: https://github.com/mito-ds/monorepo/blob/dev/CLA.md

If you agree, just hit me back with "I have read the CLA Document and I hereby sign the CLA"

[PoojasreeDwarakanath]

Hi Aaron Thank you! I'm looking forward to the review. I have read the CLA Document and I hereby sign the CLA. Thanks, Pooja

…

On Tue, Apr 22, 2025 at 9:42 AM Aaron Diamond-Reivich < ***@***.***> wrote: Hey @PoojasreeDwarakanath thanks so much for opening up this PR. I'll give it a review this week! In the meantime, since this is your first contribution to this codebase, can you check out our CLA here: https: //github. com/mito-ds/monorepo/blob/dev/CLA. md Hey @PoojasreeDwarakanath <https://urldefense.com/v3/__https://github.com/PoojasreeDwarakanath__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbcF2ReTv$> thanks so much for opening up this PR. I'll give it a review this week! In the meantime, since this is your first contribution to this codebase, can you check out our CLA here: https://github.com/mito-ds/monorepo/blob/dev/CLA.md <https://urldefense.com/v3/__https://github.com/mito-ds/monorepo/blob/dev/CLA.md__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbVSnu7lu$> If you agree, just hit me back with "I have read the CLA Document and I hereby sign the CLA" — Reply to this email directly, view it on GitHub <https://urldefense.com/v3/__https://github.com/mito-ds/mito/pull/1666*issuecomment-2821902292__;Iw!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbcV8poj1$>, or unsubscribe <https://urldefense.com/v3/__https://github.com/notifications/unsubscribe-auth/BOWKUAXCRYBQPCOB5T57NBD22ZWQZAVCNFSM6AAAAAB3QR4RISVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDQMRRHEYDEMRZGI__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbfSENP8q$> . You are receiving this because you were mentioned.Message ID: ***@***.***> *aarondr77* left a comment (mito-ds/mito#1666) <https://urldefense.com/v3/__https://github.com/mito-ds/mito/pull/1666*issuecomment-2821902292__;Iw!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbcV8poj1$> Hey @PoojasreeDwarakanath <https://urldefense.com/v3/__https://github.com/PoojasreeDwarakanath__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbcF2ReTv$> thanks so much for opening up this PR. I'll give it a review this week! In the meantime, since this is your first contribution to this codebase, can you check out our CLA here: https://github.com/mito-ds/monorepo/blob/dev/CLA.md <https://urldefense.com/v3/__https://github.com/mito-ds/monorepo/blob/dev/CLA.md__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbVSnu7lu$> If you agree, just hit me back with "I have read the CLA Document and I hereby sign the CLA" — Reply to this email directly, view it on GitHub <https://urldefense.com/v3/__https://github.com/mito-ds/mito/pull/1666*issuecomment-2821902292__;Iw!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbcV8poj1$>, or unsubscribe <https://urldefense.com/v3/__https://github.com/notifications/unsubscribe-auth/BOWKUAXCRYBQPCOB5T57NBD22ZWQZAVCNFSM6AAAAAB3QR4RISVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDQMRRHEYDEMRZGI__;!!LIr3w8kk_Xxm!rAtZlMnbvpeCHHmXqw_TtPgOHznf77OfSRXNHxcx1qBRymgMDDdjj-cxk97kTUoLWOP562ZtiXCtKHLDbfSENP8q$> . You are receiving this because you were mentioned.Message ID: ***@***.***>