Llama3 Autonomous RAG

Lets build Autonomous RAG where Llama3 decides how to pull the data it needs.
Code: git.new/groq-autorag
⭐️ Phidata: git.new/phidata
Questions on Discord: phidata.link/discord
Here's the flow:
🦋 The user asks a question.
🤔 Llama3 decides whether to search its knowledge, memory, internet or make an API call.
✍️ Llama3 answers with the context.

[@TSKTECHIN]

Thanks for the video, extremely helpful to learn and build our own applications

[@hvbosna]

Thanks for the video. Very helpful. I have a question: You mention openDB at 6:55. What is the concept? Can you share a link, please?

[@ansontamamaify]

Thanks for your contribution. Making this open-source really help a lot. My question is "is it possible to customize the prompt for the tool?"

[@patricktang3377]

Your instruction is that "Either nomic-embed-text or OPENAI can be used for embedding", so I prefer nomic-embed-text. However, after I uploaded a pdf. file in localhost8501, why have I kept getting an error message for OPENAI API Key?

[@CristianAguilarnavarro]

😮 thank

[@anotherhuman7344]

wha tsolution UI is that? is it better than Open. Web UI?

[@DarrenAllatt]

No, it is not better than open web UI. It’s actually quite poor. It’s just an off the shelf boiler plate UI

[@swapwarick]

Can we use openwebui

[@tigerwee6721]

Can I use AI other than OpenAI?

[@jdmcall3]

Yeah, you could use Llama3 🤣

[@phidata]

you can use any llm :)

[@DarrenAllatt]

How can I make an API call to this assistant?

[@phidata]

@DarrenAllatt we can serve the Assistant behind a FastApi server. Its a bit too much to type as a comment but drop by in our discord and im happy to help phidata.link/discord