monocle

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python. (by monocle2ai)

Monocle Alternatives

Similar projects and alternatives to monocle

  1. ollama

    784 monocle VS ollama

    Get up and running with Kimi-K2.6, GLM-5.2, MiniMax, DeepSeek, gpt-oss, Qwen, Gemma and other models.

  2. SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  3. vllm

    106 monocle VS vllm

    A high-throughput and memory-efficient inference and serving engine for LLMs

  4. docling

    59 monocle VS docling

    Get your documents ready for gen AI

  5. llama-cookbook

    33 monocle VS llama-cookbook

    Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services

  6. awesome-ai-agents

    A list of AI autonomous agents

  7. stagehand

    19 monocle VS stagehand

    The AI Browser Automation library by Browserbase. Write web automation scripts in plian english with primitives like act('click this button'), extract('get the price for xyz product'), and observe('find the submit button').

  8. you-get

    14 monocle VS you-get

    :arrow_double_down: Dumb downloader that scrapes the web

  9. Agent-S

    2 monocle VS Agent-S

    Agent S: an open agentic framework that uses computers like a human

  10. beeai-framework

    Build production-ready AI agents in both Python and Typescript.

  11. autogluon

    11 monocle VS autogluon

    Fast and Accurate ML in 3 Lines of Code

  12. granite-snack-cookbook

    2 monocle VS granite-snack-cookbook

    Granite Snack Cookbook -- easily consumable recipes (python notebooks) that showcase the capabilities of the Granite models

  13. multi-agent-concierge

    1 monocle VS multi-agent-concierge

    An example of multi-agent orchestration with llama-index

  14. drawdb

    8 monocle VS drawdb

    Free, simple, and intuitive online database diagram editor and SQL generator.

  15. SimPO

    1 monocle VS SimPO

    [NeurIPS 2024] SimPO: Simple Preference Optimization with a Reference-Free Reward

  16. Amphion

    6 monocle VS Amphion

    Amphion (/Γ¦mˈfaΙͺΙ™n/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

  17. ProLong

    1 monocle VS ProLong

    Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"

  18. beeai-framework-ts-starter

    Template to quickly start working with Bee Agent Framework.

  19. bee-agent-framework

    Discontinued Build production-ready AI agents in both Python and Typescript [Moved to: https://github.com/i-am-bee/beeai-framework]

  20. CompassJudger

    The All-in-one Judge Models introduced by Opencompass

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better monocle alternative or higher similarity.

monocle discussion

Log in or Post with

monocle reviews and mentions

Posts with mentions or reviews of monocle. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2026-04-08.
  • How to Build Self-Healing AI Agents with Monocle, Okahu MCP and OpenCode
    3 projects | dev.to | 8 Apr 2026
    Monocle helps developers and platform engineers building or managing generative AI apps monitor these in prod by making it easy to instrument their code to capture traces that are compliant with open-source cloud-native observability ecosystem. It automatically captures traces from LLM SDKs like OpenAI, LangChain, and LlamaIndex without any manual span creation.
  • AIM Weekly for 04Nov2024
    29 projects | dev.to | 4 Nov 2024
    🌐 Composed Image Retrieval πŸ“Ž Intro to Multimodal LLama 3.2 πŸ› οΈ Multi Agent Concierge πŸ’» RAG with Langchain Granite, Milvus 🫢 Download content βœ… Transformer Replacement? πŸ€– vLLM for runing models 🌐 Amphion πŸ“ Autogluon πŸš™ Notebook LLama like Google's Notebook LLM 🫢 Monocle2ai for tracing GenAI app code LFA&D Project πŸ€– Bee Agent Framework βœ… LLama RFP Response ▢️ GenAI Script πŸ‘½ Simular AI Agent S 🦾 DrawDB with AI ✨ Ollama with LLama 3.2 Vision!!!! Preview πŸš• Powerful RAG Checker πŸ“Š SQL Generator πŸ’» Role of LLMs 🐍 Document Extraction πŸ•ΆοΈ Open Source Vector DB Reddit πŸ” The Practical Guide to Self Hosting LLM 🦾 Stagehand Controller πŸ•ΆοΈ Understanding HNSWLIB 🐍 Best practices in RAG πŸ’» Enigma Agent πŸ“ Langchain, Ollama, Phi3 for Function Calling πŸ”‹ Compass Judger πŸ“ Princeton NLP SimPO πŸ” Princeton NLP ProLong πŸ”‹ Princeton NLP HELMET 🧐 Ollama Cheatsheet πŸš• Princeton NLP CopyCat πŸ“Š Princeton NLP Shp πŸ•ΆοΈ Can LLM Solve Hard Github Issues πŸ“ Enabling Large Language Models to Generate Text with Citations πŸ”‹ Princeton NLP CharXiv πŸ“Š Awesome AI Agents List 🦾 Nomic’s Matryoshka text embedding model

Stats

Basic monocle repo stats
2
326
9.5
9 days ago

Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com

Did you know that Python is
the 1st most popular programming language
based on number of references?