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AI words in plain language

Every term from the lessons in one line. Follow the link to read the lesson section that explains it.

AI model

A program that has read a huge amount of text and learned to write answers. In GrannyBakes we call it an oven.

From: What is an AI model?
Allow-list

The list of Telegram chats your bot is allowed to answer.

From: Keeping safe: keys, private details, web content
Answer length limit

The most tokens an oven may write in one answer (also called max output tokens).

From: Tokens: the bites AI reads and writes
API key

A long secret password that lets GrannyBakes use your OpenAI account and bills you for it.

From: Keeping safe: keys, private details, web content
Approval

A card in the chat that asks you before a baker does something risky, like saving a file.

From: Utensils: letting bakers do things
Caching

When the provider recognizes the same start of a prompt it saw moments ago and charges much less to read it again.

From: Saving money: cheaper ovens, shorter prompts, caching
Chat model

An oven that reads text (and sometimes pictures) and writes text back.

From: Model types: chat, thinking, pictures, embeddings, speech
Chat summary

A short recap Granny writes of an old part of a long chat, so it still fits in the context window.

From: Context window: how much your baker can keep in mind
Cheaper oven suggestion

Granny's 💡 tip that another oven could do a step for much less. It never switches by itself.

From: Saving money: cheaper ovens, shorter prompts, caching
Closest match needed

How close in meaning a piece must be, from 0 to 0.9, before Granny hands it over (also called the minimum score).

From: The Pantry: answering from your documents
Context window

How many tokens an oven can read at once: instructions, the chat so far, documents and your new message together.

From: Context window: how much your baker can keep in mind
Decide step

A fork in a recipe: Granny checks the text and picks which way to go.

From: Recipes: chaining steps together
Embedding

A list of numbers that captures what a piece of text means, so similar meanings get similar numbers.

From: Model types: chat, thinking, pictures, embeddings, speech
Estimated balance

Roughly how much credit is left: the amount you entered minus what GrannyBakes counted since.

From: What does it cost?
Granny check

A pause where a recipe waits for you to approve, edit or stop before it carries on.

From: Recipes: chaining steps together
Grocery bill

GrannyBakes' name for your spending: every bake with its cost, on the Keys & Spend page.

From: What does it cost?
Image model

An oven that paints a picture from a text description, priced per picture.

From: Model types: chat, thinking, pictures, embeddings, speech
Input tokens

The tokens you send: your message, the instructions and the chat so far.

From: Tokens: the bites AI reads and writes
Insert a result

A placeholder like {{n1.text}} that puts what an earlier step made into a later step.

From: Recipes: chaining steps together
Instructions

House rules the oven follows for the whole chat (also called the system prompt). Your baker's recipe card.

From: Instructions vs messages
JSON

A fill-in form with fixed boxes that other programs can read, like a recipe card with labelled lines.

From: Instructions vs messages
Kitchen folder

The one folder on your PC where bakers may read and save files.

From: Utensils: letting bakers do things
Knowledge cutoff

The date an AI model stopped learning. It doesn't know about news after it.

From: What is an AI model?
Longest answer

The most tokens an oven can write in one answer, including its hidden thinking.

From: Context window: how much your baker can keep in mind
Memory mode

How much a baker remembers: nothing, this chat, or this chat plus a notebook of facts about you.

From: Memory: forgets, remembers this chat, remembers facts
Message

What you type each time (also called the user prompt): the actual question or job.

From: Instructions vs messages
Output tokens

The tokens the oven writes back. They usually cost more than input tokens.

From: Tokens: the bites AI reads and writes
Oven ratings

Granny's own 1 to 5 scores for smarts, speed and wallet (5 = cheapest).

From: What is an AI model?
Pantry

Your own documents on shelves, which bakers look things up in before they answer (also called knowledge files or RAG).

From: The Pantry: answering from your documents
Piece

A short part of a document, like an index card, that Granny can hand to a baker (also called a chunk).

From: The Pantry: answering from your documents
Pieces per message

How many pieces Granny hands over with each message (also called top-k).

From: The Pantry: answering from your documents
Price per million tokens

How providers list prices: what 1,000,000 tokens in or out cost, for example $0.40.

From: What does it cost?
Privacy filter

Granny's switch that hides private details behind placeholders like [EMAIL_1] before anything is sent.

From: Keeping safe: keys, private details, web content
Private details

Things like email addresses, phone numbers, bank and card numbers that identify a person (also called PII).

From: Keeping safe: keys, private details, web content
Prompt injection

Text in a web page or file that tries to give your baker orders. Bakers treat it as information, never as instructions.

From: Keeping safe: keys, private details, web content
Provider

The company that runs the AI models and sends you the bill, for example OpenAI.

From: What is an AI model?
RAG

Retrieval-augmented generation: find the right pieces of your documents first, then let the oven answer from them.

From: The Pantry: answering from your documents
Reasoning model

An oven that thinks quietly before it answers. Better at puzzles and planning, slower and pricier.

From: Thinking effort: thinking longer vs answering fast
Reasoning tokens

The hidden words an oven writes while thinking. You don't see them, but you pay for them as output tokens.

From: Thinking effort: thinking longer vs answering fast
Recipe

A workflow: numbered steps your bakers and utensils follow, one after another, like a recipe card.

From: Recipes: chaining steps together
Remembered fact

A short note a baker keeps about you, like "The user runs a bakery called Bella's Cakes". You can see, change and delete each one.

From: Memory: forgets, remembers this chat, remembers facts
Schedule

A time when a recipe bakes by itself, for example every weekday at 8:00.

From: Recipes: chaining steps together
Source

A numbered chip under an answer that shows exactly which piece a fact came from.

From: The Pantry: answering from your documents
Speech model

An oven that reads text out loud in a chosen voice.

From: Model types: chat, thinking, pictures, embeddings, speech
Step

One box in a recipe: a baker, a picture, a utensil, a decision, a Granny check or a way to send the result.

From: Recipes: chaining steps together
Taste test

A list of sample inputs you run on a baker or recipe to compare answers, time and cost before and after a change.

From: Saving money: cheaper ovens, shorter prompts, caching
Temperature

A setting from 0 to 2 for how adventurous an oven's word choices are. Low repeats itself, high surprises.

From: Temperature: how adventurous is your baker?
Thinking effort

How long a thinking oven may think before answering (also called reasoning effort): none, low, medium, high and more.

From: Thinking effort: thinking longer vs answering fast
Token

A small bite of text, often a short word or part of a longer word. AI reads, writes and charges by the token.

From: Tokens: the bites AI reads and writes
Top P

Another knob for variety: the oven only picks from the most likely words that add up to this share. Change temperature or Top P, not both.

From: Temperature: how adventurous is your baker?
Transcription

Turning recorded speech into written text.

From: Model types: chat, thinking, pictures, embeddings, speech
Utensil

A small tool a baker may use while answering, such as a web page reader or a calculator (also called a tool).

From: Utensils: letting bakers do things