Mark Bain's Projects
AIOS: LLM Agent Operating System
OpenAGI: When LLM Meets Domain Experts
The best long-term memory for Superagents π₯·and LLMs π€. Built with GraphRAG, Knowledge graphs and autonomous ai agents
Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate, Groq (100+ LLMs)
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
The go to platform for developers and tech companies to build strong relationships
Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines
Agent Zero AI framework
π The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
Image manipulation bundle for Symfony 2
jQuery JavaScript Library
LLM101n: Let's build a Storyteller
The Memory Layer For Autonomous Agents
Build resilient language agents as graphs.
This Symfony2 bundle allow to import translation files content into the database and provide a GUI to edit translations.
The memory layer for Personalized AI
A modular graph-based Retrieval-Augmented Generation (RAG) system
JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf
Example GraphRAG patterns
π‘ All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
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 + Personalized PageRank.
Liberating Web Analytics. Star us on Github? +1. Piwik is the leading open alternative to Google Analytics that gives you full control over your data. Piwik lets you easily collect data from websites, apps & IoT and visualise this data and extract insights. Privacy is built-in. We love Pull Requests!
LlamaIndex is a data framework for your LLM applications
The Supabase for RAG - R2R lets you build, scale, and manage user-facing Retrieval-Augmented Generation applications in production.
GraphRAG using Local LLMs - Features robust API and multiple apps for Indexing/Prompt Tuning/Query/Chat/Visualizing/Etc. This is meant to be the ultimate GraphRAG/KG local LLM app.
AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.
Integrates the UserBundle into the Sonata Project