Blog
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π Introducing llama-github: A Fancy Tool for developing Efficient GitHub Retrieval! π
Hello Chatbots Community!
Iβm excited to introduce my latest open-source project, llama-github! π
What is llama-github?
Llama-github is a powerful python library that helps you retrieve the most relevant code snippets, issues, and repository information from GitHub based on your queries, transforming them into valuable knowledge context. It empowers LLM Chatbots, AI Agents, and Auto-dev Agents to solve complex coding tasks. Whether you’re a developer looking for quick solutions or an engineer implementing advanced Auto Dev AI Agents, llama-github makes it easy and efficient.
High Level Architecture
https://i.redd.it/uwfwi00crd4d1.gif
Key Features
- π Efficient Code Retrieval: Quickly find the most relevant code snippets, issues, and repository information from GitHub.
- π§ Advanced Question Analysis: Leverage state-of-the-art language models to generate effective search criteria and strategies.
- π Contextual Answer Generation: Combine information from GitHub with advanced language models to generate rich, relevant answers.
- β‘ Repository Pool Caching: Cache repositories across threads to speed up retrieval and save API tokens.
- π Asynchronous Processing: Handle multiple requests concurrently for better performance.
- π§ Flexible Integration: Easily integrate with various LLM providers and models.
- π Robust Authentication: Support for personal access tokens and GitHub App authentication.
Quick Start Guide
- Installation:pip install llama-github
- Usage Example:from llama_github import GithubRAG # Initialize GithubRAG with your credentials github_rag = GithubRAG( github_access_token=”your_github_access_token”, openai_api_key=”your_openai_api_key”, # Optional in Simple Mode jina_api_key=”your_jina_api_key” # Optional – unless you want high concurrency production deployment (s.jina.ai API will be used in llama-github) ) # Retrieve context for a coding question query = “How to create a NumPy array in Python?” context = github_rag.retrieve_context(query) print(context)
Why You Should Star This Project βοΈ
By starring llama-github, youβre supporting an innovative tool that aims to make GitHub retrieval smarter and more efficient. Your support is our greatest motivation!
Feel free to check out the project on GitHub and give it a try. We welcome any feedback, suggestions, or contributions!
Thank you for your time, and happy coding! π
submitted by /u/Jet_Xu
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No Need To Grind
One of the great things about bots is simulating an experience on demand without all of the hassle of having to grind to get to that point. I was goofing around earlier with a Age of Empires like version of Simcity 2000 lol yeah I’m messed up, although it’d technically be Command And Conquer. Not having to move units around for an hour to get to the ‘good part’ was very convenient. The other day I ran a scenario from the movie I Am Mother, which I highly recommend. It’s an interesting film. It was refreshing to not have to spend hours trying to find someone to DM the story, travel, etc and still get to experience the post apocalyptic scenario. Thankfully the bot will go as fast or as slow as you want. I like that you have the option to slow down for a scene and move frame by frame so to speak. From my experience, the bots that are most ‘creative’ can also take the strangest detours, so it’s hard to get it where it has a good balance of being realistically creative while also not being stagnant and letting you come up with all the ideas for direction. Both of those scenarios were done on Backyard AI, but could just as easily been run on Character AI, Pi AI, or Anakin AI all of which are free to use. I was just writing down some observations, so if it’s helpful to new users, developers or just someone with insomnia I’m glad I could be here for ya π
submitted by /u/sandhill47
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Have you tried Gptgirlfriend.online?
Hello, I am a very experienced chatbot creator. I make Fandom & OC characters on the website Gptgirlfriend.online. We are a very welcoming community to new creators & users.
Here is a link to some of my bots. https://www.gptgirlfriend.online/creators/SlugCouture
I would love to see more User come & check the site out! For a more indepth discussion we have a discord community that is always welcoming for new users to learn & create their own bots. If you join the Discord go ahead & Mention me Slugcouture. In chat!Happy Chatting!
submitted by /u/SlugCouture
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Goku Drowns In A River: The Musical
Donβt ask.
submitted by /u/The-Light42
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What chat GPT was REALLY meant for
Some random things I came up with
submitted by /u/The-Light42
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I know this get asked a lot, but what currently is the best alternative to Chat GPT
Firstly I want to apologize, because I know that this question gets asked a lot.
Because the answer could really be anything honestly, there are so many chat Bots and AI to use it’s incredible.
I remember back when there was only like maybe three or four of them on the place or years ago.
Now there’s just an abundance it’s pretty overwhelming.
So asking this question I feel like it’s kind of like asking somebody to do the work for you if that makes sense?
And that’s not my intention. I’m asking the community because I’m overwhelmed with the options and want to narrow it down.
Anyway I do actively use a lot of AI apps, I’m constantly downloading/uninstalling them from the Play Store.
I also use these websites
https://www.futurepedia.io/?feature=Mobile+App&pricing=Free and https://theresanaiforthat.com/
Pretty frequently to test out chatbots and see whats new.
I actively use kindroid, Nomi, and moemate as far as the conversational chatbots go.
To the point,,
I’m specifically looking for an assistant AI chatbot app like chat GPT but that also allows you to give it a personality
If you’re familiar with chat GPT and openai, then you know you can create your own assistant Bots and ALSO give them personalities.
This is what I’m looking for. I’m not looking for a strictly conversational companion friend AI chat bot.
I’m searching for an assistant AI bot that can also have a personality with voice calls also. Must be able to have voice call option. (Poe doesn’t have voice unfortunately)
What In your experience or opinion so far that you’ve tried, is a good replacement for chat GPT?
What alternatives have you found and are using right now?
I normally do this myself but I have to be honest, the search is pretty much overwhelming at times, bc there’s just a multitude of AI apps, that I figured maybe I would have a better shot narrowing it down, by asking the community directly.
I am no expert I am just an avid AI chatbot enjoyer I guess.
And I don’t mean this post to come off pretentious or snooty or anything like that in any way so I apologize if it comes off that way I would just really like some assistance with my search if that makes sense.
There’s so many AI apps I can’t keep up with now at this point and I don’t really know where’s the best place to look.
Id really like some help.
Thank you for reading this I really appreciate it
submitted by /u/UnflinchingSugartits
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