High-performance vector similarity search engine for RAG and semantic search. Use when building production RAG...
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Framework for state-of-the-art sentence, text, and image embeddings. Provides 5000+ pre-trained models for semantic...
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems...
Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats,...
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse...
Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local...
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating...
Open-source AI observability platform for LLM tracing, evaluation, and monitoring. Use when debugging LLM...
PyTorch library for audio generation including text-to-music (MusicGen) and text-to-sound (AudioGen). Use when you...
Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning,...
OpenAI's model connecting vision and language. Enables zero-shot image classification, image-text matching, and...
Large Language and Vision Assistant. Enables visual instruction tuning and image-based conversations. Combines CLIP...
Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images...
State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when...
OpenAI's general-purpose speech recognition model. Supports 99 languages, transcription, translation to English, and...
Compress large language models using knowledge distillation from teacher to student models. Use when deploying...
Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques. Use...
Merge multiple fine-tuned models using mergekit to combine capabilities without retraining. Use when creating...
Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing...
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with...
Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use...
Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for...
Generate AGENTS.md and AI configuration files for your project. Use when the user wants to create agent...
Build your MVP following the AGENTS.md plan. Use when the user wants to start building, implement features, or says...