How to load a document directly into the prompt or into context rather than a vector store

[vertgo]

Hi, I want to upload a document and it goes into the context and skipping the step of upserting and querying the vector store (the documents will be small enough to fit in context). Any way to do so? They will be csv at first. If it works, I can try to expand to pdf.

[toi500]

Did you try the CSV agent?

https://toi500.gitbook.io/flowise-docs/integrations/langchain/agents/csv-agent

[njfio]

@toi500 I just wanted to thank you for all your effort in that doc repo! Flowise is pushing forward at a breakneck speed, and it's great to see how the community of users fills in as the gaps start to grow.

[toi500]

Happy to help, man.

I opened a pull request (FlowiseAI/FlowiseDocs#70) and I'm still waiting to hear from @HenryHengZJ.

I think it's really important for users to know, at least, which nodes are available and what they do. We can then build on this foundation by asking the community to help with the technical details for each node.

[vertgo]

I did, but I didn't want the csv agent. I had my own prompts that I wanted to frame how to treat the data in a csv, and wanted to just drop the contents into a prompt template directly. I basically want a node to upload the file and output the text.

[toi500]

Do u mean something like this?
#1629

I dont think it is possible just to upload a file and retrieve info, using your own prompts, without vectoring and embedding the data first.

If your problem with using a vector store is setting it up, you can use this one https://toi500.gitbook.io/flowise-docs/integrations/langchain/vector-stores/in-memory-vector-store, it works pretty well with no configuration at all.