FAQ: finding Pinecone and AI examples with sample code

After finishing the Quickstart, most developers want to go further. In our docs site. we’ve collected hands-on examples with Pinecone and common AI patterns, tools, and algorithms:

Example Model(s) Stack
Semantic Search
How to perform a simple semantic search. all-MiniLM-L6-v2 PythonSentence Transformers
Semantic Search - Typescript
A simple semantic search app in TypeScript all-MiniLM-L6-v2 TypeScriptSentence Transformers
Semantic Search - AWS Reference Architecture with Pulumi
Use the official AWS Reference Architecture as a starting point for high-scale semantic search apps. all-MiniLM-L6-v2 TypeScriptTransformers.jsAWSPulumiReact
Generative QA with OpenAI
Build retrieval enhanced generative QA systems with OpenAI. text-davinci-003text-embedding-ada-002 PythonOpenAI
Article Recommender - Typescript
Use Pinecone to create a simple personalized article or content recommender in Typescript. all-MiniLM-L6-v2 TypeScriptTransformers.jsDanfo.js
Chatbot Agents with LangChain
How to create conversational agents with LangChain and Pinecone. gpt-3.5-turbotext-embedding-ada-002 PythonOpenAILangChain
Chatbot Agents with LangChain - Typescript
How to create conversational agents with LangChain and Pinecone. gpt-3.5-turboall-MiniLM-L6-v2 TypeScriptOpenAILangChainTransformers.jsDanfo.js
Langchain Retrieval Augmentation
How to give knowledge base information to an LLM using LangChain. gpt-3.5-turbotext-embedding-ada-002 LangchainOpenAIPython
GPT4 with Retrieval Augmentation over LangChain docs
How to use GPT-4 with retrieval augmentation to answer questions. gpt-4text-embedding-ada-002 LangchainOpenAIPython
Image Search - Typescript
Use Pinecone to create an image search engine with Typescript. clip-vit-base-patch32 TypeScriptTransformers.jsReact