langchain
burr
langchain | burr | |
---|---|---|
1 | 3 | |
474 | 597 | |
- | 31.3% | |
9.5 | 9.8 | |
2 days ago | 7 days ago | |
Elixir | Python | |
Apache License 2.0 | BSD 3-clause Clear 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.
langchain
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Building Reliable Systems Out of Unreliable Agents
While I'm at at, this Elixir library is great as well: https://github.com/brainlid/langchain
burr
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Building an Email Assistant Application with Burr
Burr is a lightweight python library you use to build applications as state machines. You construct your application out of a series of actions (these can be either decorated functions or objects), which declare inputs from state, as well as inputs from the user. These specify custom logic (delegating to any framework), as well as instructions on how to update state. State is immutable, which allows you to inspect it at any given point. Burr handles orchestration, monitoring and persistence.
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Building Reliable Systems Out of Unreliable Agents
Nice, looking forward to seeing that! Someone else pointed me towards https://github.com/DAGWorks-Inc/burr/ which also seems related in case you're curious.
- Show HN: Burr: An OS Framework for Building and Debugging GenAI Apps Faster
What are some alternatives?
instructor_ex - Structured outputs for LLMs in Elixir
zenml - ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
InternGPT - InternGPT (iGPT) is an open source demo platform where you can easily showcase your AI models. Now it supports DragGAN, ChatGPT, ImageBind, multimodal chat like GPT-4, SAM, interactive image editing, etc. Try it at igpt.opengvlab.com (支持DragGAN、ChatGPT、ImageBind、SAM的在线Demo系统)
jina - ☁️ Build multimodal AI applications with cloud-native stack
botpress - The open-source hub to build & deploy GPT/LLM Agents ⚡️
giskard - 🐢 Open-Source Evaluation & Testing for LLMs and ML models
chatgpt-ui - ChatGPT UI with auth, OpenAI, Claude, Gemini support, written in Elixir + LiveView
GPTCache - Semantic cache for LLMs. Fully integrated with LangChain and llama_index.