AI Agents for a Data Scientist / ML — Page 54
LLM Agent Paper List
A curated paper list on LLM-based agents, derived from an 86-page SCIS cover survey.
PySpur — Visual Playground for Agentic Workflows
Build, debug, and iterate AI agents visually, 10x faster, with human-in-the-loop, loops, RAG, and multimodal support.
rLLM: Reinforcement Learning Framework for LLM Agents
A unified framework for RL training of language agents, supporting any harness, any sandbox, and one-flag backend switching.
How Claude Code Works
Deep-dive architecture analysis of Claude Code: agent loop, context engineering, tooling, and security.
Agents Towards Production
End-to-end, code-first tutorials for building production-grade GenAI agents from prototype to enterprise deployment.
Flyte 2: Reliable ML Orchestration at Scale
Reliably orchestrate ML pipelines, models, and agents at scale — in pure Python.
Nixtla TimeGPT-1
Production-ready pre-trained time series foundation model for forecasting and anomaly detection, with zero-shot inference and fine-tuning.
CADAM: Open Source Text-to-CAD Web App
Generate parametric 3D CAD models from natural language and images, right in your browser.
Comprehensive Generative AI Resource Hub: Roadmaps, Projects & Interview Prep
One-stop hub for end-to-end GenAI learning: detailed roadmap, real-world projects, interview and coding prep.
Golem Cloud
Agent-native platform for building AI agents and distributed apps with durable execution and no infrastructure management.
Ante — A Self-Contained Terminal Agent for Coding
A ~15MB Rust binary that runs coding agents in your terminal with far lower footprint and native offline inference.
Neuro SAN Studio: Build Multi-Agent Systems with Declarative Config
A hands-on playground for the Neuro SAN framework to design, test and deploy multi-agent networks in minutes.
Agentic RAG Survey Guide
A structured guide to agent-enhanced RAG patterns, architectures, applications, implementation references, and adoption risks.
AIWG
Reusable project context and specialist workflows for the AI coding tools you already use, so decisions persist across sessions.
Ghost Agent (Coreon MCP Execution Engine)
An MCP execution engine that decouples agent planning from tool execution: natural language in, structured tool-chain results out, runnable via CLI, HTTP API, or Telegram.
Repo-Docs
Living project documentation for coding agents: walkthroughs, change logs, code maps, and handoff context that stay current as your repository evolves.
Kubeflow
A cloud-native platform for data, AI/ML, and HPC workloads.
Archimedes Patent Workspace
Turn technical ideas into traceable, revisable patent disclosures.
Qwen Gate
Expose Qwen web sessions through a self-hosted OpenAI-compatible API for existing developer tools.
RecallLoom Project Memory
Keep project context, progress, and next steps in files so AI sessions and tools can pick up where work left off.
LoopGain Loop Controller
Stop measurable-error agent loops when progress ends, and roll back before the output degrades.