Optimization of LLM Systems with DSPy and LangChain Recording from our webinar with @hwchase17 and @lateinteraction is up! Covers: Introduction to DSPy
Similarities to LangChain and most excitingly…
How LangChain DSPy can collaborate! https://
youtu.be/4EXOmWeqXRc
CODE
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DSPy and LangChain Collaboration for LLM Optimization
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Agentic Stock Analysis Tool with Langchain and Claude
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Building an Agentic Stock Analysis Tool with Langchain, OpenBB, and Claude 3 Opus A great article that touches on: Custom Tool Creation
Deploying with LangServe
Prompting strategies Full OSS code! https://
sethhobson.com/2024/03/buildi
ng-an-agentic-stock-analysis-tool-with-langchain-openbb-and-claude-3-opus/
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MATLAB 3D Surface Animation Visualization Technique
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Experimenting with animation in @MATLAB! 🎨✨
— MathWorks (@MathWorks) 6 avril 2024
L = membrane(1,15);
surf(L)
camlight
shading flat
axis vis3d
axis off
azimuth = -40;
elevation = 30;
view(azimuth,elevation); pic.twitter.com/zd4AoOCzAZExperimenting with animation in @MATLAB
! L = membrane(1,15);
surf(L) camlight
shading flat
axis vis3d
axis off azimuth = -40;
elevation = 30;
view(azimuth,elevation); -
GitHub Pages Image Hosting Policies and Limitations
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In this case it's for a feature where users can their own images I love GitHub URLs and GitHub Pages but their policies on what's appropriate to host there are a little bit vague https://
docs.github.com/en/pages/getti
ng-started-with-github-pages/about-github-pages#limits-on-use-of-github-pages
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Data Engineers: Specialized Software Developers with Distinct Language and Stack
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data engineer is also still working with software. but has specialized to such an extreme that they speak a different language and have an expected baseline stack familiarity very different than regular software eng. in future (arguably now) you should be able to talk to an ai
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OpenAI’s New Role: API and Fine-tuning Engineering Leadership
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(we knew that this was already a title at OAI, and this is more training-heavy, but still the core skills of driving value w/ API, and finetuning/evaling makes it the most in-demand engineering job of the decade) excited for the OpenAI keynote this June
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Anthropic Resolves Rate Limit Issues for AI Development
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Thanks to @alexalbert__ and the Anthropic team for helping me resolve the rate limit issues that were preventing me from finishing this! https://t.co/q1Tcfa5aDo
— Matt Shumer (@mattshumer_) 5 avril 2024Thanks to @alexalbert__ and the Anthropic team for helping me resolve the rate limit issues that were preventing me from finishing this!
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PyTorch Native Benchmarks Vetted and Details Posted
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thanks. this is a response to the "PyTorch native" column. We've vetted the benchmarks and posted details now.
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Multi-Agent AI Report Generation System with Claude
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How it works, in a nutshell:
– User provides a topic
– Claude breaks it into sub-topics
– An agent with access to Google builds a report for each sub-topic
– A final Claude instance takes in all of the sub-topic reports, and generates a final, comprehensive report -
Claude Researcher: Constrained Agent for Detailed Report Generation
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`claude-researcher` is a constrained agent — meaning its behavior is highly-controlled, leading to better results than open-ended agents. It chains together lots of Claude 3 calls (and Google access) that work together to create a detailed report on a topic of your choice.