Cookbooks & Guides

The cookbooks directly in the repo contains a range of examples to demonstrate the capabilities of AIConfig.

Chatbot

• Wizard GPT - speak to a wizard on your CLI

• CLI-mate - help you make code-mods interactively on your codebase.

Retrieval Augmented Generated (RAG)

• RAG with ChromaDB
• RAG with MongoDB Vector Search

At its core, RAG is about passing data into prompts. Read how to pass data with AIConfig.

Function calling

• OpenAI function calling

Prompt routing

• Prompt routing

Chain of Thought

A variant of chain-of-thought is Chain of Verification, used to help reduce hallucinations. Check out the aiconfig cookbook for CoVe:

• Chain of Verification

Using LLaMA2 with aiconfig

• LLaMA example

Hugging Face text generation

• Hugging Face (Mistral-7B) example

Google PaLM with aiconfig

• PaLM