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A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
A high-throughput and memory-efficient inference and serving engine for LLMs
Python tool for converting files and office documents to Markdown.
🐸💬 - a deep learning toolkit for Text-to-Speech, battle-tested in research and production
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: …
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.
DSPy: The framework for programming—not prompting—language models
Universal LLM Deployment Engine with ML Compilation
Prefect is a workflow orchestration framework for building resilient data pipelines in Python.
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
tiktoken is a fast BPE tokeniser for use with OpenAI's models.
Train transformer language models with reinforcement learning.
Large Language Model Text Generation Inference
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
Quickly rewrite git repository history (filter-branch replacement)
A framework for few-shot evaluation of language models.
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
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.
Tools for merging pretrained large language models.
Example projects using the AWS CDK
Benchmarks of approximate nearest neighbor libraries in Python
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.