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Python toolkit for building GraphRAG applications
Standard and Advanced Demos for learn.cantrill.io courses
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, Du…
Developer-friendly, serverless vector database for AI applications. Easily add long-term memory to your LLM apps!
A system for agentic LLM-powered data processing and ETL
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
A developer toolkit to implement Serverless best practices and increase developer velocity.
🎨 Diagram as Code for prototyping cloud system architectures
Things you can do with the token embeddings of an LLM
Example fasthtml applications demonstrating a range of web programming techniques
Contextual Harnessing for Efficient SQL Synthesis
TAG-Bench: A benchmark for table-augmented generation (TAG)
An open-source RAG-based tool for chatting with your documents.
Benchmark framework for running text-to-sql
This is a Phi Family of SLMs book for getting started with Phi Models. Phi a family of open sourced AI models developed by Microsoft. Phi models are the most capable and cost-effective small langua…
Common interface for interacting with AI agents. The protocol is tech stack agnostic - you can use it with any framework for building agents.
🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.
Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript/TypeScript, and Python to help you get started with the Bot Framework SDK!
The Microsoft Bot Framework provides what you need to build and connect intelligent bots that interact naturally wherever your users are talking, from text/sms to Skype, Slack, Office 365 mail and …
The lean application framework for Python. Build sophisticated user interfaces with a simple Python API. Run your apps in the terminal and a web browser.
A repository of code samples for Vector search capabilities in Azure AI Search.
A guidance language for controlling large language models.
A plugin for Apache Airflow that allows you to edit DAGs in browser
Serve, optimize and scale PyTorch models in production
A curated list of awesome Python asyncio frameworks, libraries, software and resources