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traceloop/openllmetry

Open-source observability tool for GenAI and LLM applications, based on OpenTelemetry

6.9K
Active
Python
LLM Frameworks
Monitoring
Python
#llm#observability#monitoring

0xPlaygrounds/rig

A Rust library for building modular and scalable Large Language Model (LLM) applications.

6.3K
Active
Rust
LLM Frameworks
API Frameworks
Rust
#ai#llm#rust

GoogleCloudPlatform/agent-starter-pack

Production-ready templates to quickly ship AI agents to Google Cloud with built-in CI/CD, evaluation, and observability.

5.9K
Active
Python
Agents & Orchestration
CI/CD
Python
#ai-agents#mlops#observability

katanemo/plano

Delivers infrastructure for agentic apps with AI-native proxy and data plane.

5.9K
Active
Rust
Rust
#proxy#gateway#LLM

tensorchord/Awesome-LLMOps

An awesome list of best LLMOps tools for developers building with AI tools and language models.

5.7K
Stable
Shell
LLM Frameworks
MLOps
Shell
#ai-development-tools#llmops#mlops

coze-dev/coze-loop

Cozeloop is an open-source platform that provides full-lifecycle management for AI agent development, debugging, and monitoring.

5.3K
Active
Go
Agents & Orchestration
LLM Frameworks
Go
#agent#agent-observability#agent-optimization

superduper-io/superduper

Superduper is an end-to-end framework for building custom AI applications and agents using Python, PyTorch, and Transformers.

5.3K
Stable
Python
LLM Frameworks
Agents & Orchestration
PyTorch
#ai#chatbot#mlops

zenml-io/zenml

ZenML is a production-ready AI platform that provides a unified framework for building, deploying, and managing ML pipelines and agents.

5.2K
Active
Python
MLOps
Pipelines
PyTorch
#mlops#pipelines#agents

Giskard-AI/giskard-oss

Open-source evaluation and testing library for LLM Agents

5.1K
Active
Python
LLM Frameworks
React
#evaluation#testing#LLM

tencentmusic/cube-studio

An open-source cloud-native AI platform for ML/DL workflows, model serving, and distributed training.

4.9K
Stable
Python
MLOps
BaaS Platforms
PyTorch
#ai-platform#mlops#model-serving

PacktPublishing/LLM-Engineers-Handbook

A practical guide for LLM engineers, covering fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices.

4.8K
Stable
Python
LLM Frameworks
ML Ops
AWS
#llm#mlops#aws

truefoundry/cognita

A RAG (Retrieval Augmented Generation) framework for building modular, open-source AI applications by TrueFoundry.

4.3K
Stable
Python
LLM Frameworks
RAG & Vector
React
#ai#llm#rag

decodingai-magazine/llm-twin-course

An open-source course to build a production-ready LLM & RAG system using best practices in LLMOps

4.3K
Experimental
Python
LLM Frameworks
MLOps
AWS
#llm#rag#mlops

Agenta-AI/agenta

An open-source LLMOps platform for prompt playground, prompt management, LLM evaluation, and LLM observability.

3.9K
Active
TypeScript
LLM Frameworks
LLM Wrappers & SDKs
React
#llm-platform#prompt-engineering#prompt-management

predibase/lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

3.7K
Experimental
Python
LLM Frameworks
BaaS Platforms
PyTorch
#llm#fine-tuning#model-serving

iusztinpaul/hands-on-llms

An open-source project that helps developers learn about large language models (LLMs), LLM operations, and vector databases for building real-time financial AI assistants.

3.4K
Archived
Jupyter Notebook
LLM Frameworks
Agents & Orchestration
Jupyter Notebook
#llms#llmops#vector-db

pezzolabs/pezzo

An open-source, developer-first LLMOps platform to streamline prompt design, version management, delivery, and more.

3.2K
Experimental
TypeScript
Prompt Engineering
MCP Frameworks
NestJS
#llm#llmops#prompt-management

Josh-XT/AGiXT

AGiXT is a comprehensive AI agent automation platform that streamlines AI integration and task orchestration.

3.2K
Active
Python
Agents & Orchestration
LLM Frameworks
Python
#ai-automation#llm-integration#task-orchestration

memodb-io/Acontext

A data platform for context engineering, enabling agents to store, observe, and learn from context data.

3.1K
Active
Go
Agents & Orchestration
Data Platform
Go
#agent#context-data-platform#context-engineering

langwatch/langwatch

An open platform for managing, monitoring, and optimizing large language models (LLMs) and AI workflows.

3.0K
Active
TypeScript
LLM Frameworks
LLM Wrappers & SDKs
TypeScript
#llm-ops#observability#prompt-engineering

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