Read: From using AI to building AI systems, a defining note on what I’m exploring.
Ailice

Ailice

Ailice is a fully autonomous, general-purpose agent framework based on an IACT architecture for composing modular agents and skills.

Adala

Adala

An autonomous data labeling agent framework for building adaptable data pipelines and skills.

Wren AI

Wren AI

Open-source GenBI agent for querying databases in natural language and producing SQL, charts and AI-generated insights.

LocalGPT

LocalGPT

A private, on-premise document intelligence platform that combines hybrid retrieval and multi-model inference while keeping all data local.

text-embeddings-inference

text-embeddings-inference

Hugging Face’s text-embeddings-inference provides an out-of-the-box text vectorization inference service, making it easy to build similarity search and semantic search applications.

AutoRAG

AutoRAG

AutoRAG provides automated RAG pipeline construction tools, simplifying document retrieval and Retrieval-Augmented Generation (RAG) integration workflows.

Pathway LLM App

Pathway LLM App

Production-ready templates for RAG and AI pipelines that support live data synchronization and large-scale document indexing.

STORM

STORM

An open-source system for retrieval-augmented writing and knowledge curation that generates outlines and citation-backed articles from web search.

Airweave

Airweave

Airweave lets agents search any app by connecting to apps, productivity tools, databases and document stores and turning their contents into searchable knowledge bases.

Quivr

Quivr

Quivr is an open-source RAG and knowledge-base tool that helps developers integrate documents, vector stores and LLMs to build assistant applications.