AutoPR
langchain
| AutoPR | langchain | |
|---|---|---|
| 13 | 152 | |
| 1,198 | 56,526 | |
| - | - | |
| 9.5 | 10.0 | |
| 3 months ago | 10 months ago | |
| Python | Python | |
| MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
AutoPR
- AutoPR, autonomously write pull requests in response to issues via ChatGPT
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I made AutoPR, an open source, github action that makes pull requests in response to issues
The github is : https://github.com/irgolic/AutoPR
- AutoPR: GPT-4 Powered GitHub Issue Resolver
- GitHub - irgolic/AutoPR: Fix issues with AI-generated pull requests, powered by ChatGPT
- Automatically generate code/PR from an issue using AI
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I made an automatic pull request generator, using issues as prompts
Check it out, and let me know if you have any ideas on how you'd like to use it or make it better.https://github.com/irgolic/AutoPR
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AutoPR: Generate pull requests from issues with GPT-4/GPT-3.5
Added a manual trigger, here's the PR your issue generated: https://github.com/irgolic/AutoPR/pull/27
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This is BONKERS. I am trying to find the limits of ChatGPT in practical programming help. This is an example transpiler. It's written maybe 10,000 LOC for me at this point, and I am absolutely certain AI will replace all but the most creative and thoughtful programmers.
Agreed. Would love to see this project take off: https://github.com/irgolic/AutoPR
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AutoPR: GitHub Action that automatically creates pull requests from issues
- Opens PRs for the generated code, making it easy to review and merge changes.
By using this GitHub Action, you can skip the manual steps of prompt design, and let the AI handle code generation and PR creation for you.
Here's how I used AutoPR to make the license for itself: https://github.com/irgolic/AutoPR/pull/4
Feel free to give it a try, and I would love to hear your feedback! It's still in alpha and it works for straightforward tasks, but I have a plan to scale it up. Let's see how far we can push GPT-4 and create a more efficient development process together.
Happy coding!
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Show HN: GPT Repo Loader – load entire code repos into GPT prompts
So I have been toying on an automated PR GitHub Action for a bit but seeing this spurred me to actually put it into a format for y'all to try. It uses GPT-4 to automatically generate code based on issues in your repo and opens pull requests for those changes.
You can find my solution here: https://github.com/irgolic/AutoPR/
What I can do:
- Automatically generates code based on issues in your repo.
langchain
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🗣️🤖 Ask to your Neo4J knowledge base in NLP & get KPIs
Langchain and the implementation of Custom Tools also is a great (and very efficient) way to setup a dedicated Q&A (for example for chat purpose) agent.
- LangChain – Some quick, high level thoughts on improvements/changes
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Claude 2 Internal API Client and CLI
We're using it via langchain talking to Amazon Bedrock which is hosting Claude 1.x. It's comparable to GPT3.x, not bad. The integration doesn't seem to be fully there though, I think langchain is expecting "Human:" and "AI:", but Claude uses "Assistant:".
https://github.com/hwchase17/langchain/issues/2638
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Any better alternatives to fine-tuning GPT-3 yet to create a custom chatbot persona based on provided knowledge for others to use?
Depending on how much work you want to put into it, you can get started at HuggingFace with their models and datasets, but you'd need compute power, multiple MLOps, etc. I was introduced to the concept in this video, since Google has their Vertex AI tools on Google Cloud, and there's always LangChain but I'm not sure about anything recent.
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langchain VS griptape - a user suggested alternative
2 projects | 11 Jul 20232 projects | 9 Jul 2023
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Vector storage is coming to Meilisearch to empower search through AI
a documentation chatbot proof of concept using GPT3.5 and LangChain
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ChatPDF: What ChatGPT Can't Do, This Can!
I encourage everyone to pay attention to the Langchain open-source project and leverage it to achieve tasks that ChatGPT cannot handle.
- LangChain Arbitrary Command Execution - CVE-2023-34541
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Langchain Is Pointless
Yeah I never know where memory goes exactly in langchain, it's not exactly clear all the time. But sure, the main insight I remember is this, take a look at their MULTI_PROMPT_ROUTER_TEMPLATE: https://github.com/hwchase17/langchain/blob/560c4dfc98287da1...
It's a lot of instructions for an LLM, they seem to forget an LLM is an auto-completion machine, and which data it is trained on. Using <<>> for sections is not a normal thing, it's not markdown, which probably the thing read way more often on the internet, instead of open json comments, why not type signatures, instead of so many rules, why not give it examples? It is an autocomplete machine!
They are relying too much on the LLM being smart because they probably only test stuff in GPT-4 and 3.5, but with GPT4All models this prompt was not working at all, so I had to rewrite it, for simple routing, we don't even need json, carying the `next_inputs` here is weird if you don't need it.
So this is my version of it: https://gist.github.com/rogeriochaves/b67676977eebb1936b9b5c...
It's so basic it's dumb, yet it is more powerful, as it does not rely on GPT-4 level intelligence, it's just what I needed
What are some alternatives?
llmflows - LLMFlows - Simple, Explicit and Transparent LLM Apps
semantic-kernel - Integrate cutting-edge LLM technology quickly and easily into your apps
gpt-repository-loader - Convert code repos into an LLM prompt-friendly format. Mostly built by GPT-4.
llama_index - LlamaIndex is a data framework for your LLM applications
PyPDFMerger - A PDF merger tool using Python TK by GPT-4
llama - Inference code for Llama models
aidev - AI developer: ask GPT-4 to modify an entire folder full of files
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
E2B - Secure cloud runtime for AI apps & AI agents. Fully open-source.
gpt_index - LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data. [Moved to: https://github.com/jerryjliu/llama_index]
aide - LLM shell and document interogator
AutoGPT - AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.