Blueprint-LLM-COE

Resources to get you started with all things LLM

Learning Resources

Recommendations for staying up to speed with the world of LLMs.

• Newsletter: AI Tool Report
• Podcast: Practical AI
• Online course [free]: LLMs: Application through Production

Build Environments

Want to try out different models, frameworks and libraries? Here are some online environments to build and experiment on.

• Google Colab
• Hugging Face
• Replit

Platforms, Frameworks, and Tools (oh my)

A growing list of tools, frameworks, vector/embeddings databases and other stuff to build with.

• LangChain: Framework for developing applications powered by language models.
• LlamaIndex: Data framework for your LLM application
• Chroma: Open-source embeddings database
• Psychic: Data integraion framework for LLMs
• Weaviate: Open-source vector database
• OpenLLM: Build, run and deploy LLM applications
• HELM: Benchmarks for LLMs
• Vector DB Benchmark Tool: Tool for vector database performance and cost-effectiveness comparison

Other amazing lists and links

• DAIR.AI: Curated lists of learning resources, tools, and whitepapers
• LLMOps resources: Curated list of LLMOps resources