Read Any Github Repo with LangChain + OpenAI

If you any need help, join my Discord server SUNNYGANG:

In this video we check out LangChain and how we can use it to ask GPT questions about a Github Repo.

Github:

LangChain:

openAI:

webdock VPS affiliate link:

[cmoorelabs]

I have been updating the code, so there will be some improvements if you check the repo!

Stay tuned for updates!

[tocutandrei]

have you thought of using a vector database to hold the contents of the repo? it is also specified in the documentation in the example section of langchain

[Alex-muue]

Pretty great idea. Will be very handy to run this in a pipeline with azure devops to automatically create documentation notes about the files in a repo for example

[programador-visual]

this is freaking AWESOME BRO! keep it up ⭐⭐⭐⭐⭐

[Licardo]

Broooo I’m so glad I found this. This was on my task list. Glad It’s done already 😭

[milesmules]

damn cool, thank you for making this easy for us

[EilonEilstein]

That's great!
BTW I always get an error:
This model's maximum context length is 4097 tokens, however you requested 53370 tokens`

How can I reduce the prompt size?

[TomanswerAi]

Great tool thanks for releasing. Do you think using a vector database would improve relevance of docs returned to answer questions?

[EilonEilstein]

Bro that's awesome!
But how do you include the "glob_pattern" in the Notebook loader? seems like it's always gonna stuck because you only pass it the repo path

[StuartAtkinson]

Hey man great stuff. I've just forked this code and for some reason the NLTK download function would not work! So I make it a requests call and unzip. Also Langchain are developing fast so I changed the OpenAI to the ChatOpenAI and specified the model in it because for some reason without that it was defaulting to the first LLM haha.
Hoping to add a wrapper like LiteLLM or Hugginface for model selection.

[siba]

Hey will you continue working on this?

[smalirizvi]

Can we use some open source LLM, instead of OpenAI?

[TheLordOfWolves]

If you were to ask it to generate unit tests for a class will it be able to?

[shivamkumar-qpjm]

How to read files without an extension like Dockerfile

[smtp_yurzx]

Your videos will better if you increase the vscode font size, so watchers can see your code and follow along