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[NeurIPS 2024] Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.
Sample code for a simple web chat experience through Azure OpenAI, including Azure OpenAI On Your Data.
A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.
Langflow is a low-code app builder for RAG and multi-agent AI applications. It’s Python-based and agnostic to any model, API, or database.
A modular graph-based Retrieval-Augmented Generation (RAG) system
Easily share files, folders and clipboard over LAN - Like Google Drive but without internet
Cohere Toolkit is a collection of prebuilt components enabling users to quickly build and deploy RAG applications.
the AI-native open-source embedding database
DSPy: The framework for programming—not prompting—language models
Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"
The RedPajama-Data repository contains code for preparing large datasets for training large language models.
Collection of notebook guides created by the Brev.dev team!
Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
A quick guide (especially) for trending instruction finetuning datasets
Open-source RAG evaluation through users' feedback
✚ Build multiple documentation folders in a single Mkdocs. Designed for large codebases.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Command line tool to create corpora for Common Voice
Country-level Arabic dialect identification (17 Arabic countries)
Bootstrap Kubernetes the hard way. No scripts.
Foundational Models for State-of-the-Art Speech and Text Translation
We write your reusable computer vision tools. 💜
A guidance language for controlling large language models.
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents