Li Jiang

> @thinkall Will the upcoming RAG update still require using `message_generator` in groupchat scenarios? It's my understanding that currently, the RAG agent has to initiate chat and `message_generator` has to...

> @thinkall any flow diagram regarding the rag? Hi @jamesliu , there's one diagram [here](https://microsoft.github.io/autogen/blog/2023/10/18/RetrieveChat/), you can find the workflow details in the Introduction section.

> Are RAG applications limited to document processing, or do they extend to code-related tasks as well? For instance: > > * Existing code on which we need to run...

> Do we also have a task on the roadmap for using custom embeddings? This is a very vital and important requirement for successful RAG. Another would be to use...

> @thinkall Is it possible for you to provide an example of a 3rd party code chunk method? I'm very interested in extending the knowledge of an agent to my...

> Any plan to integrate with GraphRAG ?? We're working on it. cc @randombet , @2152505

@sharsha315 , could you please fix the formatting error? Thanks.

> > @sharsha315 , could you please fix the formatting error? Thanks. > > Hi @thinkall, when i check for the precommit run locally, its showing all passed.  >...

Use #1657 for the solo roadmap for RAG.

Hi @shaleenrajkaur , does it happen at the first time creating the vector db collection or happen at every single chat? It could take a few minutes to chunk and...