A fuzzy key value store based on semantic similarity rather lexical equality.

🔥 Turn entire websites into LLM-ready markdown or structured data. Scrape, crawl and extract with a single API.

☁️ Build multimodal AI applications with cloud-native stack

Python scraper based on AI

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

Noise supression using deep filtering

AI powered speech denoising and enhancement

Settings management using pydantic

A library for efficient similarity search and clustering of dense vectors.

A fast, light-weight proxy for memcached and redis

✨ AI agents that spark joy

LLM abstractions that aren't obstructions

🦜🔗 Build context-aware reasoning applications

EdgeChains.js is Full-Stack GenAI library. Front-end, backend, apis, prompt management, distributed computing. All core prompts & chains are managed declaratively in jsonnet (and not hidden in clas…

The Memory layer for AI Agents

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with 50+ LLM Providers,…

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

Retrieval Augmented Generation (RAG) chatbot powered by Weaviate

A curated list of awesome pipeline toolkits inspired by Awesome Sysadmin

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Python's Filesystem abstraction layer

Create 🐍 Python AI Actions and 🤖 Automations, and deploy & operate them anywhere

🧊 The next generation Package Manager for Kubernetes 📦 Featuring a GUI and a CLI. Glasskube packages are dependency aware, GitOps ready and can get automatic updates via a central public package re…

Graph-based LLM power tool for exploring many completions in parallel.

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

Ingest, parse, and optimize any data format ➡️ from documents to multimedia ➡️ for enhanced compatibility with GenAI frameworks

SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 14+ clouds). Get unified execution, cost savings, and high GPU availability via a simple interface.

a better dotenv–from the creator of `dotenv`

[NeurIPS'24] HippoRAG is a novel RAG framework inspired by human long-term memory that enables LLMs to continuously integrate knowledge across external documents. RAG + Knowledge Graphs + Personali…