RAG LLM Ops App for easy deployment and testing

This project applies the core knowledge from the LLMOps module, including the design and implementation of the API Layer, Inference Layer, Observability Layer, Cache Layer, Guardrails Layer, Routing Layer, and the Data Ingestion Pipeline.

Generative AI Ops RAG project template

基于图谱增强的RAG电力系统知识应用（Graph-Enhanced RAG for Power System Knowledge）

Reproducible benchmark & mitigation for LLM nondeterminism in financial ops (RAG QA, JSON summary, Text-to-SQL) incl workshop

claude -p as a 24/7 AI ops system: self-healing, local RAG memory, cron automation — $0 extra on your Claude Max subscription

RAG - Ops: RAG with Operations. We help you to deploy RAG with changing in datasources.

AI/ML Engineer — Decision Ops • LLM Observability • GenAI/RAG Systems

A practical guide to AI engineering — LLMs, RAG, agents, evals, and production ops. Built for engineers who ship AI systems.

The repo hosts file for a RAG GenAI for Catalyst Center Operations, network insights

Code for data ops when building RAG applications using LangChain and LlamaIndex

Curated list for AI-powered autonomous operations and reliability, SRE/DevOps/SecOps agents for troubleshooting and self-healing, and Graph RAG for logs, MCP-based interop, and browser agents for ops consoles

Production-grade Agentic RAG system featuring self-correcting LangGraph agents, Milvus vector search, MLflow monitoring, A/B testing, and automated CI/CD quality gates with Ragas.

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Multi-table RAG QA telemetry + decision-grade RAG Ops notebook for retrieval attribution, hallucination risk slicing, and quality×cost×latency trade-offs.

Terminal-first control plane for NVIDIA Nemotron — agentic coding, RAG, doc-ops, and multi-model formations.

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🧠 HRKP (Hybrid RAG Knowledge Platform) for Enterprise Knowledge Discovery | Neo4j + Elasticsearch + LangGraph + DeepSeek by Claude Code

RAG-powered DevOps knowledge base with FastAPI, AWS Bedrock, OpenSearch Serverless, and Terraform infrastructure

An experimental local RAG-backend modular framework. Ports & Adapters to RAG-Ops & Offline Experiments

No description available

RAG-backed LLM network forensic tool for red team ops

A FastAPI-based system that indexes microservice logs with FAISS vector search and enables natural-language root cause analysis using LLMs.

GenAI Solution Architect • LangChain • Azure OpenAI • RAG • LLM Ops • Agentic AI • Langgraph• Prompt Engineering

OpenAI Agents SDK orchestration, multi-agent swarms, MCP tool calling, RAG grounding, and deployment-ready ops posture

HPC cluster observability platform. GPU/node telemetry, SLURM-style scheduling, Prometheus + Alertmanager + Grafana, VictoriaMetrics, LLM-based ops assistant via Ollama + RAG.

A FastAPI + Streamlit app that shows how to ground LLM answers in organizational data using RAG, complete with synthetic data generators, FAISS indexes, and an ops-style dashboard

Production-ready, cloud-agnostic GenAI platform with a unified API for OpenAI, Azure, Google, and AWS. Includes RAG pipelines, vector-store plugins, code completion, and multimodal inference. Ships FastAPI services, async workers, observability, RBAC/JWT, Docker, and Terraform for AWS/Azure/GCP. Built for scale with metrics, tracing, and CI/CD ops.