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OPERA: The MetaFactory Orchestrator (An AI Agent That Runs A Factory Producing AI Agent Factories for AI Agent Factories for X. IE: OPERA makes a version of OPERA for X that makes a version of a factory for X which makes X for you...)
This is a basic workflow with CrewAI agents working with sales transactions to draw business insights and marketing recommendations. The agents will work on everything from the execution plan to the business insights report. It works with local LLM via Ollama (I'm using llama3:8B but you can easily change it).
(SOON PUSH) AI agent within Python using Retrieval Augmented Generation (RAG) and LangChain.query information and then make an AI agent that acts as a coding or Github assistant.
instinct.cpp provides ready to use alternatives to OpenAI Assistant API and built-in utilities for developing AI Agent applications (RAG, Chatbot, Code interpreter) powered by language models. Call it langchain.cpp if you like.