Resources to get you started with all things LLM
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
Want to try out different models, frameworks and libraries? Here are some online environments to build and experiment on.
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
- DAIR.AI: Curated lists of learning resources, tools, and whitepapers
- LLMOps resources: Curated list of LLMOps resources