Explore AI Resources
Discover 41+ curated open source AI tools, libraries, and frameworks
LangChain
LLMsFramework for building LLM-powered applications using composable primitives.
llama.cpp
LLMsRun LLaMA-class models efficiently on consumer hardware.
Ollama
LLMsSimple local LLM runtime with a clean developer experience.
vLLM
LLMsHigh-throughput, memory-efficient LLM serving engine.
LiteLLM
LLMsUnified API interface for 100+ LLM providers.
Guidance
LLMsConstrained generation and structured output for LLMs.
DSPy
LLMsProgramming framework for self-improving LLM pipelines.
Hugging Face Transformers
NLPState-of-the-art pretrained models for NLP, vision, and audio.
Sentence Transformers
NLPDense vector representations for sentences and paragraphs.
spaCy
NLPIndustrial-strength NLP library for Python.
NLTK
NLPClassic Python toolkit for symbolic NLP and linguistics.
Outlines
NLPStructured text generation with regex and JSON schema constraints.
YOLO (Ultralytics)
Computer VisionReal-time object detection system.
OpenCLIP
Computer VisionOpen-source implementation of CLIP models.
Segment Anything Model
Computer VisionMeta's foundation model for zero-shot image segmentation.
OpenCV
Computer VisionThe world's largest computer vision library.
timm (PyTorch Image Models)
Computer Vision600+ pretrained vision models for PyTorch.
Qdrant
Vector DatabasesVector database for similarity search and RAG.
Pinecone
Vector DatabasesManaged vector database for AI applications.
Weaviate
Vector DatabasesOpen-source vector database with built-in ML model integration.
Chroma
Vector DatabasesThe AI-native open-source embedding database.
Milvus
Vector DatabasesCloud-native vector database built for billion-scale similarity search.
MLflow
MLOpsPlatform for managing the ML lifecycle.
Weights & Biases
Experiment TrackingExperiment tracking and model observability.
DVC
MLOpsData version control for ML projects.
BentoML
MLOpsFramework for building and deploying ML services.
Ray
MLOpsDistributed computing framework for AI and Python workloads.
Axolotl
Training & Fine-tuningStreamlined fine-tuning of LLMs with PEFT and full-param support.
PEFT
Training & Fine-tuningParameter-efficient fine-tuning methods by Hugging Face.
TRL
Training & Fine-tuningTransformer Reinforcement Learning for RLHF and alignment.
DeepSpeed
Training & Fine-tuningDeep learning optimization library for large-scale training.
AutoGen
Agents & OrchestrationMulti-agent conversation framework by Microsoft.
CrewAI
Agents & OrchestrationFramework for orchestrating role-playing AI agents.
LangGraph
Agents & OrchestrationBuild stateful, graph-based LLM agent workflows.
smolagents
Agents & OrchestrationMinimal agent library by Hugging Face.
pandas
Data ProcessingThe standard data manipulation library for Python.
Polars
Data ProcessingBlazing fast DataFrame library written in Rust.
dbt
Data ProcessingSQL-based transformation tool for analytics engineering.
RAGAS
EvaluationEvaluation framework for RAG pipelines.
LM Evaluation Harness
EvaluationUnified framework for evaluating language models on benchmarks.
promptfoo
EvaluationTest and evaluate LLM outputs with CI/CD integration.