autogen
difftastic
autogen | difftastic | |
---|---|---|
32 | 68 | |
25,506 | 19,615 | |
7.7% | - | |
9.9 | 9.9 | |
3 days ago | 3 days ago | |
Jupyter Notebook | Rust | |
Creative Commons Attribution 4.0 | 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.
autogen
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Agents of Change: Navigating the Rise of AI Agents in 2024
AutoGen is an AI framework by Microsoft designed to streamline multi-agent conversations. AutoGen allows agents to communicate, share information, and make collective decisions. This setup enhances the responsiveness and dynamism of conversations. Developers use AutoGen to tailor agents to specific roles, such as programmer, content writer, CEO, etc. This enhances their ability to handle tasks from simple queries to intricate problem-solving.
- FLaNK AI Weekly 25 March 2025
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Launch HN: Glide (YC W19) – AI-assisted technical design docs
I am still playing around with the project but FYI, the parsing for the github repo URL at https://glide.agenticlabs.com/ will fail if there's a trailing slash in the repo link i.e. https://github.com/microsoft/autogen/ won't work but https://github.com/microsoft/autogen will.
- Show HN: Prompts as (WASM) Programs
- Enable Next-Gen Large Language
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AutoGen v0.2.2 released
New example notebook demoing video transcript translate with whisper.
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AutoGen v0.2.1 released
New release: v0.2.1
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AI is making us all more productive — but in a weird and unexpected way
I disagree with the conclusion. In software, I've seen 10x engineers in person and I don't think they're replaceable. Whereas, the new college grad or that entry level dev who doesn't design anything and just writes small amounts of code, doing exactly as told is replaceable by an AI. Frameworks similar to Microsoft Autogen(https://github.com/microsoft/autogen) can in theory build agents who can do these tasks with ease whereas a 10x engineer can focus on directing the agents and designing systems.
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Our Hacktoberfest Success Story
Microsoft autogen
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AutoGen v0.2.0b4 released
CompressibleAgent (experimental) can be used to handle long conversations. Notebook: https://github.com/microsoft/autogen/blob/main/notebook/agentchat_compression.ipynb
difftastic
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Linus Torvalds adds arbitrary tabs to kernel code
i want a diff tool that shows me exactly which tokens have changed, and which haven't, regardless of how they are laid out.
These already exist: https://github.com/Wilfred/difftastic
when we get that, then we should get even less merge conflicts.
Counterintuitively, that is not the case. AST-merge is a much, much, much, much, much harder problem than AST-diff.
https://github.com/Wilfred/difftastic?tab=readme-ov-file#can...
The fact that diffs can be used to drive a 3-way merge is in fact an accidental property that arises due to the sheer crudeness of the diff format. As soon as you start using more-sophisticated diff formats, solutions to "the diff problem" no longer lead directly to solutions to "the merge problem".
- FLaNK AI Weekly 25 March 2025
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Difftastic, a structural diff tool that understands syntax
Yes there is an `—-override` option you can use to specify the language in which a file should be parsed.
https://github.com/Wilfred/difftastic/blob/master/CHANGELOG....
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So You Think You Know Git – Git Tips and Tricks by Scott Chacon
Use the fantastic difftastic instead of git's diff. https://difftastic.wilfred.me.uk/
[alias]
- Difftastic: A structural diff tool that understands syntax
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SemanticDiff now supports Rust
difftastic provides similar capabilities in a free tool based on treesitter
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My programming language aware diff for VS Code and GitHub now supports Rust
difftastic? https://github.com/Wilfred/difftastic
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Prettier $20k Bounty was Claimed
If you're looking for a VS Code extension or a GitHub app, check out https://semanticdiff.com/. I'm a co-founder of this project.
If you prefer a CLI tool, check out https://github.com/Wilfred/difftastic. It supports more languages, but doesn't recognize when code has been replaced by an equivalent version ("invariances"). So it will show some changes (e.g. replacing a character in a string with an escape sequence) even though they are technically equivalent.
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Pijul: Version-Control Post-Git • Goto 2023
Shameless plug: I've written difftastic[1], a tool that builds ASTs and then does a structural diff of them. You can use it with git too.
It's an incredibly hard problem though, both from a computational complexity point of view, and trying to build a comprehensible UI once you've done the structural AST diff.
[1]: https://github.com/wilfred/difftastic
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Always leave a trailing comma in Python lists, dicts, tuples
There is a diff tool called difftastic: https://github.com/Wilfred/difftastic
The idea is that it does not show diff based on text change, but on syntastic meaning. For that, it uses tree-sitter.
I think it still shows the trailing comma in the situation as shown in the article, but it's quite different experience than the standard text based diff.
What are some alternatives?
Auto-GPT - An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/AutoGPT]
delta - A syntax-highlighting pager for git, diff, and grep output
semantic-kernel - Integrate cutting-edge LLM technology quickly and easily into your apps
diffsitter - A tree-sitter based AST difftool to get meaningful semantic diffs
SuperAGI - <⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
neogit - An interactive and powerful Git interface for Neovim, inspired by Magit
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
Visual Studio Code - Visual Studio Code
AgentVerse - 🤖 AgentVerse 🪐 is designed to facilitate the deployment of multiple LLM-based agents in various applications, which primarily provides two frameworks: task-solving and simulation
gumtree - An awesome code differencing tool
langchain - 🦜🔗 Build context-aware reasoning applications
tree-sitter-cpp - C++ grammar for tree-sitter