Semantic Search

Implement semantic search with Pinecone in minutes over a simple translation dataset

Pinecone Integrated InferencePythonHugging Face Datasetsllama-text-embed-v2

Retrieval-Augmented Generation with LangChain, OpenAI and Pinecone

Learn how Pinecone and RAG can be used to reduce hallucinations, by grounding responses using our own release notes

gpt-4o-minitext-embedding-3-smallPythonOpenAILangChain

Retrieval Enhanced Generative Question Answering

Learn how to query relevant contexts to your queries from Pinecone.

text-davinci-003text-embedding-ada-002PythonOpenAILangChain

Chatbot Agents with LangChain

Create conversational agents with LangChain and Pinecone.

gpt-3.5-turbotext-embedding-ada-002PythonOpenAILangChain

Reranking Search Results

Use Pinecone's reranking feature to enhance the accuracy of search results.

PythonPinecone Inferencebge-reranker-v2-m3

Import from object storage

Import records from Parquet files in Amazon S3 bucket into a serverless index.

PythonAmazon S3