Tools & Libraries¶
Documentation, SDKs, and GitHub repos referenced in lessons.
Auto-generated from lesson content. Edit freely and re-run npm run extract-resources.
- https://cdn.openai.com/better-language-models/language_models_are_unsupervised_multitask_learners.pdf
- https://cookbook.openai.com/examples/question_answering_using_embeddings
- https://docs.anthropic.com/
- https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering
- https://docs.anthropic.com/en/docs/build-with-claude/prompt-engineering/chain-prompts
- https://docs.anthropic.com/en/docs/build-with-claude/tool-use
- https://docs.anthropic.com/en/docs/test-and-evaluate/overview
- https://docs.anthropic.com/en/docs/test-and-evaluate/strengthen-guardrails/reduce-prompt-injections
- https://docs.arize.com/phoenix
- https://docs.cohere.com/docs/rerank
- https://docs.crewai.com/
- https://docs.docker.com/get-started/
- https://docs.llamaindex.ai/en/stable/optimizing/advanced_retrieval/query_transformations/
- https://docs.pinecone.io/
- https://docs.pinecone.io/guides/data/filter-with-metadata
- https://docs.pinecone.io/guides/getting-started/overview
- https://docs.pinecone.io/guides/performance/performance-tuning
- https://docs.pydantic.dev/
- https://docs.ragas.io/
- https://docs.smith.langchain.com/
- https://docs.trychroma.com/
- https://docs.vllm.ai
- https://github.com/BerriAI/litellm
- https://github.com/NVIDIA/garak
- https://github.com/beir-cellar/beir
- https://github.com/dorianbrown/rank_bm25
- https://github.com/facebookresearch/faiss/wiki
- https://github.com/google/sentencepiece
- https://github.com/jxnl/instructor
- https://github.com/karpathy/micrograd
- https://github.com/karpathy/nanoGPT
- https://github.com/letta-ai/letta
- https://github.com/openai/tiktoken
- https://github.com/pinecone-io/examples
- https://help.openai.com/en/articles/4936856-what-are-tokens-and-how-to-count-them
- https://help.openai.com/en/articles/5112595-best-practices-for-api-key-safety
- https://huggingface.co/docs/evaluate
- https://huggingface.co/docs/peft
- https://huggingface.co/docs/text-generation-inference
- https://huggingface.co/docs/tokenizers/
- https://huggingface.co/docs/trl
- https://huggingface.co/docs/trl/dpo_trainer
- https://huggingface.co/models
- https://huggingface.co/spaces/mteb/leaderboard
- https://langchain-ai.github.io/langgraph/
- https://langchain-ai.github.io/langgraph/tutorials/rag/langgraph_agentic_rag/
- https://openai.com/pricing
- https://platform.openai.com
- https://platform.openai.com/docs
- https://platform.openai.com/docs/api-reference
- https://platform.openai.com/docs/api-reference/fine-tuning
- https://platform.openai.com/docs/guides/distillation
- https://platform.openai.com/docs/guides/embeddings
- https://platform.openai.com/docs/guides/evals
- https://platform.openai.com/docs/guides/fine-tuning
- https://platform.openai.com/docs/guides/function-calling
- https://platform.openai.com/docs/guides/prompt-engineering
- https://platform.openai.com/docs/guides/safety-best-practices
- https://platform.openai.com/docs/guides/structured-outputs
- https://platform.openai.com/docs/quickstart
- https://platform.openai.com/playground
- https://platform.openai.com/tokenizer
- https://python.langchain.com/docs/concepts/memory/
- https://python.langchain.com/docs/concepts/prompt_templates/
- https://python.langchain.com/docs/how_to/#few-shot-prompting
- https://python.langchain.com/docs/how_to/#retrieval
- https://python.langchain.com/docs/integrations/vectorstores/
- https://python.langchain.com/docs/modules/data_connection/document_transformers/
- https://python.langchain.com/docs/tutorials/rag/
- https://smith.langchain.com/
- https://www.anthropic.com/engineering/building-effective-agents
- https://www.anthropic.com/pricing
- https://www.anthropic.com/research/building-effective-agents
- https://www.anthropic.com/research/constitutional-ai-harmlessness-from-ai-feedback
- https://www.pinecone.io/learn/chunking-strategies/
- https://www.pinecone.io/learn/hybrid-search-intro/
- https://www.pinecone.io/learn/production/
- https://www.pinecone.io/learn/retrieval-augmented-generation/
- https://www.pinecone.io/learn/series/langchain/
- https://www.pinecone.io/learn/series/rag/
- https://www.pinecone.io/learn/vector-database/