Pinecone LangChain - Questions/Answer on Your Own TXT/PDF Files - Code in 9 Minutes!

This video guides you through the basics of loading a custom TXT and a PDF file externally into Pinecone as embeddings(vectors). It also guides you on the basics of querying your custom TXT/PDF file to get answers back (semantic search) from the Pinecone vector database, via the OpenAI LLM API. Using LLMs to query your own data is a powerful application to become operationally efficient for various tasks requiring looking up large documents.

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[goodaitechnology]

Watch LangChain Tutorials: :

Git Repo:

[Daniel-flsi]

Hi! Thanks for the video.
What the embed_model = 'text-embedding-ada-002' variable is used for?

[rajatagrawal]

In the second example with PDF, you are getting the PDF content in the `book_texts` variable, but after that, you are not updating the Pinecone with this `book_texts` data. (i.e.: book_docsearch = for t in book_texts], embeddings, index_name = index_name))

The `book_docsearch` contains the older pinecone object for the TXT file. So, how it's giving the results from the PDF?
Please explain/clarify.

[antiquechariot]

Great video, one problem I'm facing while creating book_docsearch. If I'm running the cell again it's generating embedding again. Is there a way to use the earlier embedding already stored, if I just want to do inference

[thespiritualmindset]

Thanks! You upsert txt docs, is it the same for uploading pdf, and instead of using .txt use .pdf in the script?

[renderllama]

Very interesting, im eager to learn about this but I only have the very basic understanding of Python lol! What videos do you recommend I should watch before this? it would be of great help! :)

[AbsoluteGT.]

Great Video! Even though I had no clue about this it helped me and I didn't quite understand fully but i'm sure this would help ppl in need. music i a bit too loud tho.

[brrocks]

Thank you so much for this video! So I’m having a problem, every time I run my script it says the token size is too large. But I see it at like 1500 tokens with 50 token overlap. And I uploaded a small PDF and asked a very simple question. Yet every time I run the script the token size gets bigger and bigger. Does pinecone and/or open ai embeddings need to be cleared or initialized somehow? I’m a beginner so any help you can offer would be great!

[NayanAkhade-rq]

Can you suggest which vector DB has best results for pdf Question Answering?

[UsamaMansoor-yw]

Can we have a meet call to discuss potential collaboration opportunities?

[topacademy]

Can you please make a video on how to deploy it on website so that customer can chat with my pdf data and get answers on time.

[vrynstudios]

Will there be any false replies or wrong replies? Suppose, If I am asking like, "how many times a name "asdfsdfsadf" used in the story"

[rayfellers]

Obviously this video starts somewhere after certain knowledge has already been delivered. A terminology primer would be useful.

[fluffykitties]

very informational, but it is very unfortunate that you have that annoying background music.