TRANSLATED CONTENT:

Third Party Integrations

Source: anthropics/claude-cookbooks/third_party

Vector Databases

Pinecone

Location: third_party/Pinecone/rag_using_pinecone.ipynb
Use Case: Retrieval Augmented Generation with vector search
Key Concepts: Embeddings, similarity search, RAG pipeline

Embeddings

Voyage AI

Location: third_party/VoyageAI/how_to_create_embeddings.md
Use Case: Creating high-quality embeddings for semantic search
Key Concepts: Embedding models, dimensionality, similarity metrics

Search Integrations

Wikipedia

Location: third_party/Wikipedia/wikipedia-search-cookbook.ipynb
Use Case: Augment Claude with Wikipedia knowledge
Key Concepts: API integration, knowledge retrieval

Web Pages

Location: misc/read_web_pages_with_haiku.ipynb
Use Case: Extract and analyze web page content
Key Concepts: Web scraping, content extraction

LlamaIndex

Location: third_party/LlamaIndex/
Use Case: Advanced document indexing and retrieval
Key Concepts: Index creation, query engines, document loaders

Deepgram

Location: third_party/Deepgram/
Use Case: Audio transcription integration
Key Concepts: Speech-to-text, audio processing