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Autogen Alternatives
Similar projects and alternatives to autogen
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semantic-kernel
Integrate cutting-edge LLM technology quickly and easily into your apps
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Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous. [Moved to: https://github.com/Significant-Gravitas/AutoGPT]
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InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
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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
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SuperAGI
<⚡️> SuperAGI - A dev-first open source autonomous AI agent framework. Enabling developers to build, manage & run useful autonomous agents quickly and reliably.
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Onboard AI
Learn any GitHub repo in 59 seconds. Onboard AI learns any GitHub repo in minutes and lets you chat with it to locate functionality, understand different parts, and generate new code. Use it for free at www.getonboard.dev.
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Awesome-AGI
A curated list of awesome AGI frameworks, software and resources
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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.
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FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
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llama_index
LlamaIndex (formerly GPT Index) is a data framework for your LLM applications
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JARVIS
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
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distrobox
Use any linux distribution inside your terminal. Enable both backward and forward compatibility with software and freedom to use whatever distribution you’re more comfortable with. Mirror available at: https://gitlab.com/89luca89/distrobox
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malmo
Project Malmo is a platform for Artificial Intelligence experimentation and research built on top of Minecraft. We aim to inspire a new generation of research into challenging new problems presented by this unique environment. --- For installation instructions, scroll down to *Getting Started* below, or visit the project page for more information:
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extism
The framework for building with WebAssembly (wasm). Easily load wasm modules, move data, call functions, and build extensible apps.
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autogen reviews and mentions
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Our Hacktoberfest Success Story
Microsoft autogen
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Introducing GPTs
When I saw this, I figured it was a clear step back from simply using plugins in the main ChatGPT view. It's basically plugins, but with extra prompting and you can only use one at a time.
But if you look at projects like Autogen ( https://github.com/microsoft/autogen ), you see one master agent coordinating other agents which have a narrower scope. But you have to create the prompts for the agents yourself.
This GPTs setup will crowd-source a ton of data on creating agents which serve a single task. Then they can train a model that's very good at creating other agents. Altman nods to this immediately after the GPTs feature is shown, repeating that OpenAI does not train on API usage.
Prediction: next year's dev day, which Altman hints will make today's conference look "quaint" by comparison, will basically be an app built around the autogen concept, but which you can spin up using very simple prompts to complete very complex tasks. Probably on top of a mixture of GPT 4 & 5.
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New: LangChain templates – fastest way to build a production-ready LLM app
AutoGen (https://github.com/microsoft/autogen) is orthogonal: it's designed for agents to converse with each other.
The original comparison to LangChain from Microsoft was Guidance (https://github.com/guidance-ai/guidance) which appears to have shifted development a bit. I haven't had much experience with it but from the examples it still seems like needless overhead.
- Show HN: Demystifying Advanced Rag Pipelines
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Putting Together the Pieces of Transformative AI
Agentic Action and Error Correction - AutoGen, Voyager and Eureka
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AutoGen: Enable Next-Gen Large Language Model Applications
Here's that group research notebook: https://github.com/microsoft/autogen/blob/main/notebook/agen...
- FLaNK Stack Weekly 09 Oct 2023
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Overview: AI Assembly Architectures
AutoGen: github.com/microsoft/autogen
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A note from our sponsor - #<SponsorshipServiceOld:0x00007f0f9b1269a0>
www.saashub.com | 11 Dec 2023
Stats
microsoft/autogen is an open source project licensed under Creative Commons Attribution 4.0 which is not an OSI approved license.
The primary programming language of autogen is Jupyter Notebook.