Shangyin Tan

@Shangyint · User

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UC Berkeley78 followers48 repositories

Repositories

Shangyint/pi

AI agent toolkit: unified LLM API, agent loop, TUI, coding agent CLI

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Shangyint/omnigent

Omnigent is an open-source AI agent framework and meta-harness: orchestrate Claude Code, Codex, Cursor, Pi, and custom agents — swap harnesses without rewriting, enforce policies and sandboxing, and collaborate in real time from any device.

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Shangyint/Frontier-CS

A benchmark for evaluating LLMs on open-ended CS problems. Exploring the Next Frontier of Computer Science.

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Shangyint/litellm

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]

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Shangyint/gepa

Optimize text components—AI prompts, code, or instructions—of any system using reflective text evolution.

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Shangyint/dspy

DSPy: The framework for programming with foundation models

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Shangyint/alpa

Training and serving large-scale neural networks

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Shangyint/sputnik

A library of GPU kernels for sparse matrix operations.

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