Cookbook Archive
These recipes are older than three years and may reference outdated models or APIs. They are preserved here for reference.
Retrieval augmentation for GPT-4 using Pinecone
Mar 24, 2023
Pinecone vector database
Mar 24, 2023
Semantic search with Pinecone and OpenAI
Mar 24, 2023
How to format inputs to ChatGPT models
Mar 1, 2023
Long document content extraction
Feb 20, 2023
Using Qdrant as a vector database for OpenAI embeddings
Feb 16, 2023
Question answering with Langchain, Qdrant and OpenAI
Feb 16, 2023
Redis
Feb 13, 2023
Using Redis as a vector database with OpenAI
Feb 13, 2023
Weaviate <> OpenAI
Feb 13, 2023
Using Weaviate with OpenAI vectorize module for embeddings search
Feb 13, 2023
Using Weaviate with OpenAI vectorize module for hybrid search
Feb 13, 2023
Question Answering in Weaviate with OpenAI Q&A module
Feb 13, 2023
Retrieval augmented generative question answering with Pinecone
Feb 7, 2023
Visualizing embeddings in Weights and Biases
Feb 1, 2023
How to work with large language models
Jan 20, 2023
Use cases for embeddings
Jan 20, 2023
Related resources from around the web
Jan 20, 2023
Embedding texts that are longer than the model's maximum context length
Jan 18, 2023
How to count tokens with Tiktoken
Dec 16, 2022
Unit test writing using a multi-step prompt
Nov 15, 2022
How to use the DALL·E API
Nov 4, 2022
Clustering for transaction classification
Oct 20, 2022
Multiclass Classification for Transactions
Oct 20, 2022
Techniques to improve reliability
Sep 12, 2022
How to stream completions
Sep 2, 2022
Azure embeddings example
Jul 12, 2022
Classification using embeddings
Jul 11, 2022
Question answering using embeddings-based search
Jun 10, 2022
Clustering
Mar 10, 2022
Code search using embeddings
Mar 10, 2022
Customizing embeddings
Mar 10, 2022
Fine tuning classification example
Mar 10, 2022
Using embeddings
Mar 10, 2022
Get embeddings from dataset
Mar 10, 2022
Recommendation using embeddings and nearest neighbor search
Mar 10, 2022
Regression using the embeddings
Mar 10, 2022
Semantic text search using embeddings
Mar 10, 2022
User and product embeddings
Mar 10, 2022
Visualizing the embeddings in 2D
Mar 10, 2022
Visualizing embeddings in 3D
Mar 10, 2022
Zero-shot classification with embeddings
Mar 10, 2022
Translate a book writen in LaTeX from Slovenian into English
Mar 10, 2022
Fine-Tuned Q&A - collect data
Mar 10, 2022
Fine-Tuned Q&A - create Q&A
Mar 10, 2022
Fine-Tuned Q&A - train
Mar 10, 2022