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A new customer-facing LLM-agent framework to increase accuracy and reliability

Python 1,313 101 Updated Feb 18, 2025
3 Updated Dec 3, 2024

Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

MATLAB 19 4 Updated Nov 13, 2023

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

Python 16,564 1,826 Updated Feb 16, 2025

Distributed Training Over-The-Internet

880 30 Updated Dec 3, 2024

Bare metal to production ready in mins; your own fly server on your VPS.

Go 6,470 111 Updated Feb 18, 2025

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

Jupyter Notebook 2,567 313 Updated Feb 12, 2025

OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.

Python 4,676 503 Updated Feb 14, 2025

docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.

Python 4,296 477 Updated Feb 3, 2025

Simple, unified interface to multiple Generative AI providers

Python 11,148 1,069 Updated Feb 18, 2025

ShellSage saves sysadmins’ sanity by solving shell script snafus super swiftly

Jupyter Notebook 288 26 Updated Feb 9, 2025

A collection of guides and examples for the Gemma open models from Google.

Jupyter Notebook 1,017 171 Updated Feb 10, 2025

A Software Framework for Neuromorphic Computing

Jupyter Notebook 584 148 Updated Feb 11, 2025

Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.

Python 15,510 2,663 Updated Dec 18, 2024

A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.

Python 10,620 393 Updated Feb 19, 2025

🐢 Open-Source Evaluation & Testing for AI & LLM systems

Python 4,314 295 Updated Feb 14, 2025

The production toolkit for LLMs. Observability, prompt management and evaluations.

TypeScript 1,173 145 Updated Feb 18, 2025

List of papers studying machine learning through the lens of category theory

Python 1,324 79 Updated Feb 10, 2025

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Python 2,687 521 Updated Jan 10, 2025

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

JavaScript 76,144 8,999 Updated Feb 19, 2025

Depth Any Video with Scalable Synthetic Data

Python 450 29 Updated Dec 4, 2024

Implementation for MatMul-free LM.

Python 2,961 188 Updated Nov 5, 2024

Official inference framework for 1-bit LLMs

C++ 12,738 893 Updated Feb 18, 2025

NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.

Python 4,429 438 Updated Feb 18, 2025

Adding guardrails to large language models.

Python 4,516 351 Updated Feb 13, 2025

"LightRAG: Simple and Fast Retrieval-Augmented Generation"

Python 11,951 1,664 Updated Feb 19, 2025

The official Python library for the Google Gemini API

Python 2,105 410 Updated Feb 18, 2025

The world’s fastest framework for building websites.

Go 78,114 7,674 Updated Feb 18, 2025

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Jupyter Notebook 1,708 186 Updated Aug 17, 2024
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