Probabilify
ResourcesCategoriesTrendingAbout
SearchGitHubGet Started

Explore AI Resources

Discover 41+ curated open source AI tools, libraries, and frameworks

Showing 41 resources
๐Ÿฆœ

LangChain

LLMs

Framework for building LLM-powered applications using composable primitives.

LLMRAGAgents
Python / TypeScript98k
๐Ÿฆ™

llama.cpp

LLMs

Run LLaMA-class models efficiently on consumer hardware.

LLaMAInferenceLocal LLM
C++72k
๐Ÿฆ™

Ollama

LLMs

Simple local LLM runtime with a clean developer experience.

Local LLMInferenceCLI
Go105k
โšก

vLLM

LLMs

High-throughput, memory-efficient LLM serving engine.

InferenceServingPerformance
Python25k
๐Ÿ”€

LiteLLM

LLMs

Unified API interface for 100+ LLM providers.

LLMAPIMulti-provider
Python15k
๐ŸŽฏ

Guidance

LLMs

Constrained generation and structured output for LLMs.

Structured outputJSONConstrained generation
Python19k
๐Ÿง 

DSPy

LLMs

Programming framework for self-improving LLM pipelines.

Prompt optimizationAgentsRAG
Python19k
๐Ÿค—

Hugging Face Transformers

NLP

State-of-the-art pretrained models for NLP, vision, and audio.

TransformersBERTGPT
Python136k
๐Ÿงฉ

Sentence Transformers

NLP

Dense vector representations for sentences and paragraphs.

EmbeddingsSimilaritySearch
Python14k
๐Ÿ”ค

spaCy

NLP

Industrial-strength NLP library for Python.

NERTokenizationProduction NLP
Python30k
๐Ÿ“š

NLTK

NLP

Classic Python toolkit for symbolic NLP and linguistics.

NLPLinguisticsEducation
Python13k
๐Ÿ“

Outlines

NLP

Structured text generation with regex and JSON schema constraints.

Structured outputJSONConstrained generation
Python10k
๐Ÿ‘๏ธ

YOLO (Ultralytics)

Computer Vision

Real-time object detection system.

YOLODetectionReal-time
Python56k
๐Ÿ–ผ๏ธ

OpenCLIP

Computer Vision

Open-source implementation of CLIP models.

CLIPVisionMultimodal
Python9k
โœ‚๏ธ

Segment Anything Model

Computer Vision

Meta's foundation model for zero-shot image segmentation.

SegmentationMetaFoundation model
Python47k
๐Ÿ“ท

OpenCV

Computer Vision

The world's largest computer vision library.

OpenCVImage processingVideo
C++ / Python78k
๐Ÿ–ผ๏ธ

timm (PyTorch Image Models)

Computer Vision

600+ pretrained vision models for PyTorch.

ViTResNetClassification
Python31k
๐Ÿ“

Qdrant

Vector Databases

Vector database for similarity search and RAG.

VectorsSearchRAG
Rust16k
๐ŸŒฒ

Pinecone

Vector Databases

Managed vector database for AI applications.

Vector DBManagedProduction
Managedโ€”
๐Ÿ•ธ๏ธ

Weaviate

Vector Databases

Open-source vector database with built-in ML model integration.

Vector DBHybrid searchGraphQL
Go11k
๐ŸŽจ

Chroma

Vector Databases

The AI-native open-source embedding database.

Vector DBEmbeddingsRAG
Python15k
๐Ÿ›๏ธ

Milvus

Vector Databases

Cloud-native vector database built for billion-scale similarity search.

Vector DBEnterpriseScalable
Go / C++30k
๐Ÿ“Š

MLflow

MLOps

Platform for managing the ML lifecycle.

MLOpsTrackingDeployment
Python19k
๐Ÿ“ˆ

Weights & Biases

Experiment Tracking

Experiment tracking and model observability.

MLOpsTrackingVisualization
Python9k
๐Ÿ“ฆ

DVC

MLOps

Data version control for ML projects.

Data versioningReproducibilityPipelines
Python14k
๐Ÿฑ

BentoML

MLOps

Framework for building and deploying ML services.

ServingDeploymentAPI
Python7k
โ˜€๏ธ

Ray

MLOps

Distributed computing framework for AI and Python workloads.

DistributedScalingTraining
Python33k
๐ŸฆŽ

Axolotl

Training & Fine-tuning

Streamlined fine-tuning of LLMs with PEFT and full-param support.

Fine-tuningLoRALLM
Python8k
๐ŸŽ›๏ธ

PEFT

Training & Fine-tuning

Parameter-efficient fine-tuning methods by Hugging Face.

LoRAFine-tuningEfficient
Python17k
๐ŸŽ–๏ธ

TRL

Training & Fine-tuning

Transformer Reinforcement Learning for RLHF and alignment.

RLHFAlignmentDPO
Python10k
๐Ÿš€

DeepSpeed

Training & Fine-tuning

Deep learning optimization library for large-scale training.

TrainingDistributedMicrosoft
Python36k
๐Ÿค–

AutoGen

Agents & Orchestration

Multi-agent conversation framework by Microsoft.

AgentsMulti-agentMicrosoft
Python33k
๐Ÿ‘ฅ

CrewAI

Agents & Orchestration

Framework for orchestrating role-playing AI agents.

AgentsMulti-agentOrchestration
Python23k
๐Ÿ”—

LangGraph

Agents & Orchestration

Build stateful, graph-based LLM agent workflows.

AgentsGraphsLangChain
Python / TypeScript7k
๐Ÿง‘โ€๐Ÿ’ป

smolagents

Agents & Orchestration

Minimal agent library by Hugging Face.

AgentsCode executionHugging Face
Python11k
๐Ÿผ

pandas

Data Processing

The standard data manipulation library for Python.

DataDataFrameAnalysis
Python43k
โšก

Polars

Data Processing

Blazing fast DataFrame library written in Rust.

DataDataFramePerformance
Rust / Python30k
๐Ÿ”ง

dbt

Data Processing

SQL-based transformation tool for analytics engineering.

AnalyticsSQLData warehouse
Python / SQL9k
๐Ÿ“

RAGAS

Evaluation

Evaluation framework for RAG pipelines.

EvaluationRAGMetrics
Python7k
๐Ÿ“‹

LM Evaluation Harness

Evaluation

Unified framework for evaluating language models on benchmarks.

EvaluationBenchmarksMMLU
Python7k
๐Ÿงช

promptfoo

Evaluation

Test and evaluate LLM outputs with CI/CD integration.

EvaluationTestingCI/CD
TypeScript5k

Stay Updated

Get weekly updates on the best new AI resources delivered to your inbox.

Probabilify

Curating the best open source AI tools for developers.

Resources

  • Browse All
  • Categories
  • Trending
  • New Additions

Community

  • Contribute
  • Guidelines
  • Discord
  • Twitter

Company

  • About
  • Blog
  • Contact
  • Privacy

ยฉ 2026 Probabilify. All rights reserved.

TermsPrivacyCookies