Update README.md
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@ -156,6 +156,30 @@ llama-cli \
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-p 'Generate a {name, age}[] JSON array with famous actors of all ages.'
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```
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<details>
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<summary>Show grammar</summary>
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You can convert any schema in command-line with:
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```bash
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examples/json_schema_to_grammar.py name-age-schema.json
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```
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```json
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char ::= [^"\\\x7F\x00-\x1F] | [\\] (["\\bfnrt] | "u" [0-9a-fA-F]{4})
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item ::= "{" space item-name-kv "," space item-age-kv "}" space
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item-age ::= ([0-9] | ([1-8] [0-9] | [9] [0-9]) | "1" ([0-4] [0-9] | [5] "0")) space
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item-age-kv ::= "\"age\"" space ":" space item-age
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item-name ::= "\"" char{1,100} "\"" space
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item-name-kv ::= "\"name\"" space ":" space item-name
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root ::= "[" space item ("," space item){9,99} "]" space
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space ::= | " " | "\n" [ \t]{0,20}
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```
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</details>
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Here is also a non-exhaustive list of **unsupported** features:
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- `minimum`, `exclusiveMinimum`, `maximum`, `exclusiveMaximum`: only supported for `"type": "integer"` for now
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@ -180,7 +204,8 @@ If you're using [Pydantic](https://pydantic.dev/) to generate schemas, you can d
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```python
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# pip install pydantic
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import json
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from pydantic import BaseModel, Extra
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from typing import Annotated, List
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from pydantic import BaseModel, Extra, Field
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class QAPair(BaseModel):
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class Config:
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extra = 'forbid' # triggers additionalProperties: false in the JSON schema
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@ -188,13 +213,22 @@ class QAPair(BaseModel):
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concise_answer: str
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justification: str
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print(json.dumps(QAPair.model_json_schema()))
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class Summary(BaseModel):
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class Config:
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extra = 'forbid'
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key_facts: List[Annotated[str, Field(pattern='- .{5,}')]]
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question_answers: List[Annotated[List[QAPair], Field(min_items=5)]]
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print(json.dumps(Summary.model_json_schema(), indent=2))
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```
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<details>
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<summary>Show output</summary>
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<summary>Show JSON schema & grammar</summary>
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```json
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{
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"$defs": {
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"QAPair": {
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"additionalProperties": false,
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"properties": {
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"question": {
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@ -218,7 +252,58 @@ print(json.dumps(QAPair.model_json_schema()))
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"title": "QAPair",
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"type": "object"
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}
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},
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"additionalProperties": false,
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"properties": {
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"key_facts": {
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"items": {
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"pattern": "^- .{5,}$",
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"type": "string"
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},
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"title": "Key Facts",
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"type": "array"
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},
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"question_answers": {
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"items": {
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"items": {
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"$ref": "#/$defs/QAPair"
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},
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"minItems": 5,
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"type": "array"
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},
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"title": "Question Answers",
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"type": "array"
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}
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},
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"required": [
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"key_facts",
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"question_answers"
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],
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"title": "Summary",
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"type": "object"
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}
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```
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```js
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QAPair ::= "{" space QAPair-question-kv "," space QAPair-concise-answer-kv "," space QAPair-justification-kv "}" space
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QAPair-concise-answer-kv ::= "\"concise_answer\"" space ":" space string
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QAPair-justification-kv ::= "\"justification\"" space ":" space string
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QAPair-question-kv ::= "\"question\"" space ":" space string
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char ::= [^"\\\x7F\x00-\x1F] | [\\] (["\\bfnrt] | "u" [0-9a-fA-F]{4})
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dot ::= [^\x0A\x0D]
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key-facts ::= "[" space (key-facts-item ("," space key-facts-item)*)? "]" space
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key-facts-item ::= "\"" "- " key-facts-item-1{5,} "\"" space
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key-facts-item-1 ::= dot
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key-facts-kv ::= "\"key_facts\"" space ":" space key-facts
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question-answers ::= "[" space (question-answers-item ("," space question-answers-item)*)? "]" space
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question-answers-item ::= "[" space question-answers-item-item ("," space question-answers-item-item){4,} "]" space
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question-answers-item-item ::= QAPair
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question-answers-kv ::= "\"question_answers\"" space ":" space question-answers
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root ::= "{" space key-facts-kv "," space question-answers-kv "}" space
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space ::= | " " | "\n" [ \t]{0,20}
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string ::= "\"" char* "\"" space
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```
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</details>
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If you're using [Zod](https://zod.dev/), you can make your objects explicitly strict w/ `z.object(...).strict()` or `z.strictObject(...)`.
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@ -238,7 +323,8 @@ console.log(zodToJsonSchema(Foo));
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```
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<details>
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<summary>Show output</summary>
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<summary>Show JSON schema & grammar</summary>
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```json
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{
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"type": "object",
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@ -260,4 +346,17 @@ console.log(zodToJsonSchema(Foo));
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"$schema": "http://json-schema.org/draft-07/schema#"
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}
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```
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```js
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age-kv ::= "\"age\"" space ":" space number
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char ::= [^"\\\x7F\x00-\x1F] | [\\] (["\\bfnrt] | "u" [0-9a-fA-F]{4})
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decimal-part ::= [0-9]{1,16}
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email-kv ::= "\"email\"" space ":" space string
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integral-part ::= [0] | [1-9] [0-9]{0,15}
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number ::= ("-"? integral-part) ("." decimal-part)? ([eE] [-+]? integral-part)? space
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root ::= "{" space age-kv "," space email-kv "}" space
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space ::= | " " | "\n" [ \t]{0,20}
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string ::= "\"" char* "\"" space
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```
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</details>
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