docsZeroOllama
Ollama
Fastest path to running modern local models on a workstation.
docsZeroOpen WebUI
Open WebUI
Gives you an offline-friendly interface for local models, documents, and workflows.
datasetfoundationMIT
MIT
Excellent lecture notes, exams, and videos across advanced technical topics.
repoFoundationggml-org
ggml-org
Core local inference stack for CPU / GPU quantized deployment and experimentation.
datasetFoundationHugging Face
Hugging Face
Essential for loading, cleaning, streaming, and publishing training / eval data.
docsFoundationOllama
Ollama
Official documentation for running and integrating local models with a simple developer workflow.
datasetfoundationopenstax.org
openstax.org
Open textbooks across core STEM and humanities subjects.
docsBuilddeepset
deepset
Solid framework for retrieval pipelines, agents, evaluation, and production patterns.
docsBuilddeepset
deepset
Open-source framework for search, RAG, and agentic pipelines with a strong retrieval focus.
docsBuildLlamaIndex
LlamaIndex
Conceptual and practical entry point for ingestion, indexing, and retrieval-augmented generation workflows.
docsBuildOllama
Ollama
API docs for integrating local generation into apps, automations, and RAG pipelines.
docsBuildOpen WebUI
Open WebUI
Offline-first self-hosted AI interface that works well as a local front-end for models and knowledge tools.
docsBuildOpen WebUI
Open WebUI
Fastest path to standing up Open WebUI with Docker for a self-hosted local AI stack.
repoBuildpgvector
pgvector
PostgreSQL extension for embedding similarity search when you want one operational database for app + vectors.
docsBuildQdrant
Qdrant
Simple, strong choice for local and hybrid vector search systems.
docsBuildQdrant
Qdrant
Quick path to a working semantic search stack with the Qdrant API and local deployment.
docsBuildWeaviate
Weaviate
Useful for hybrid search, generative integrations, and production vector workflows.
repoAdvancedMeta
Meta
Library for efficient similarity search and clustering of dense vectors at large scale.
repoAdvancedggml
ggml
Build instructions for local compilation, hardware backends, and the project toolchain.
docsAdvancedHugging Face
Hugging Face
Core for LoRA and efficient adaptation on local or limited hardware.
docsAdvancedHugging Face
Hugging Face
Useful for supervised fine-tuning, preference tuning, and training experiments.
docsAdvancedLlamaIndex
LlamaIndex
Good for document parsing, indexing, query flows, and agentic retrieval patterns.
docsAdvancedvLLM
vLLM
High-throughput server for serving open models behind an OpenAI-compatible API.
repoGitHub
GitHub
Dataset and benchmark for code search and code-language retrieval tasks.
AI Power Progress iA