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mkdocs.yml
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site_name: Instructor
site_author: Jason Liu
site_description: A lightweight library for structured outputs with LLMs.
repo_name: instructor
repo_url: https://github.com/jxnl/instructor/
site_url: https://python.useinstructor.com/
edit_uri: edit/main/docs/
copyright: Copyright © 2024 Jason Liu
theme:
name: material
icon:
repo: fontawesome/brands/github
edit: material/pencil
view: material/eye
theme:
admonition:
note: octicons/tag-16
abstract: octicons/checklist-16
info: octicons/info-16
tip: octicons/squirrel-16
success: octicons/check-16
question: octicons/question-16
warning: octicons/alert-16
failure: octicons/x-circle-16
danger: octicons/zap-16
bug: octicons/bug-16
example: octicons/beaker-16
quote: octicons/quote-16
features:
- announce.dismiss
- content.action.edit
- content.action.view
- content.code.annotate
- content.code.copy
- content.code.select
- content.tabs.link
- content.tooltips
- header.autohide
- navigation.expand
- navigation.footer
- navigation.indexes
- navigation.instant
- navigation.instant.prefetch
- navigation.instant.progress
- navigation.prune
- navigation.sections
- navigation.tabs
# - navigation.tabs.sticky
- navigation.top
- navigation.tracking
- search.highlight
- search.share
- search.suggest
- toc.follow
# - toc.integrate
palette:
- scheme: default
primary: black
accent: indigo
toggle:
icon: material/brightness-7
name: Switch to dark mode
- scheme: slate
primary: black
accent: indigo
toggle:
icon: material/brightness-4
name: Switch to light mode
font:
text: Roboto
code: Roboto Mono
custom_dir: docs/overrides
# Extensions
markdown_extensions:
- abbr
- admonition
- pymdownx.details
- attr_list
- def_list
- footnotes
- md_in_html
- toc:
permalink: true
- pymdownx.arithmatex:
generic: true
- pymdownx.betterem:
smart_enable: all
- pymdownx.caret
- pymdownx.details
- pymdownx.emoji:
emoji_generator: !!python/name:material.extensions.emoji.to_svg
emoji_index: !!python/name:material.extensions.emoji.twemoji
- pymdownx.highlight:
anchor_linenums: true
line_spans: __span
pygments_lang_class: true
- pymdownx.inlinehilite
- pymdownx.keys
- pymdownx.magiclink:
normalize_issue_symbols: true
repo_url_shorthand: true
user: jxnl
repo: instructor
- pymdownx.mark
- pymdownx.smartsymbols
- pymdownx.snippets:
auto_append:
- includes/mkdocs.md
- pymdownx.superfences:
custom_fences:
- name: mermaid
class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format
- pymdownx.tabbed:
alternate_style: true
combine_header_slug: true
- pymdownx.tasklist:
custom_checkbox: true
nav:
- Introduction:
- Welcome To Instructor: 'index.md'
- Why use Instructor?: 'why.md'
- Help with Instructor: 'help.md'
- Installation: 'installation.md'
- Contributing: 'contributing.md'
- Philosophy: 'concepts/philosophy.md'
- Cookbook:
- Cookbooks: 'examples/index.md'
- Text Classification: 'examples/classification.md'
- Batch Classification (User Defined): 'examples/batch_classification.md'
- LLM Self Critique: 'examples/self_critique.md'
- Extracting Tables with GPT-V: 'examples/extracting_tables.md'
- Extracting Receipts using GPT-4o: 'examples/extract_receipts.md'
- Extracting From Slides with GPT-V: 'examples/extract_slides.md'
- Content Moderation: 'examples/moderation.md'
- Citing Sources (RAG): 'examples/exact_citations.md'
- Extracting Knowledge Graphs: 'examples/knowledge_graph.md'
- Extracting Complex Entities: 'examples/entity_resolution.md'
- Expanding Search Queries (RAG): 'examples/search.md'
- Query Planning (RAG): 'examples/planning-tasks.md'
- PII Data Sanitization: 'examples/pii.md'
- Enabling Open Source Models: 'examples/open_source.md'
- Image to Ad Copy: 'examples/image_to_ad_copy.md'
- Ollama: 'examples/ollama.md'
- SQLModel Integration: 'examples/sqlmodel.md'
- Including Examples in Prompt: 'examples/examples.md'
- Document Segmentation: 'examples/document_segmentation.md'
- IBM watsonx.ai: 'examples/watsonx.md'
- Blog:
- "blog/index.md"
- Concepts:
- Models: 'concepts/models.md'
- Fields: 'concepts/fields.md'
- Types: 'concepts/types.md'
- Validators: "concepts/reask_validation.md"
- Usage Tokens: 'concepts/usage.md'
- Missing: "concepts/maybe.md"
- Patching: 'concepts/patching.md'
- Retrying: 'concepts/retrying.md'
- Parallel Tools: 'concepts/parallel.md'
- Stream Iterable: "concepts/lists.md"
- Stream Partial: "concepts/partial.md"
- Raw Response: 'concepts/raw_response.md'
- FastAPI: 'concepts/fastapi.md'
- Caching: 'concepts/caching.md'
- Logging: 'concepts/logging.md'
- Distillation: "concepts/distillation.md"
- Union: 'concepts/union.md'
- Alias: 'concepts/alias.md'
- Enums: 'concepts/enums.md'
- Type Adapter: 'concepts/typeadapter.md'
- Hub:
- Introducing Instructor Hub: 'hub/index.md'
- Single Classification Model: 'hub/single_classification.md'
- Multiple Classification Model: 'hub/multiple_classification.md'
- Extracting Tables using GPT-4o: 'hub/tables_from_vision.md'
- Extract Pandas Dataframes: 'hub/pandas_df.md'
- Using Vertex AI: 'hub/vertexai.md'
- Using Ollama: 'hub/ollama.md'
- Using Llama CPP: 'hub/llama-cpp-python.md'
- Using Together Compute: 'hub/together.md'
- Using Anyscale: 'hub/anyscale.md'
- Using Groq: 'hub/groq.md'
- Using Mistral: 'hub/mistral.md'
- Using Cohere: 'hub/cohere.md'
- Batch Async Classification w/ Langsmith: 'hub/batch_classification_langsmith.md'
- Action Items: 'hub/action_items.md'
- Partial Streaming: 'hub/partial_streaming.md'
- Extract Contact Info: 'hub/extract_contact_info.md'
- Using Mistral Large: 'hub/mistral.md'
- Knowledge Graphs: 'hub/knowledge_graph.md'
- Extract Youtube Clips: "hub/youtube_clips.md"
- Knowledge Graphs: 'tutorials/5-knowledge-graphs.ipynb'
- CLI Reference:
- "CLI Reference": "cli/index.md"
- "Finetuning GPT-3.5": "cli/finetune.md"
- "Usage Tracking": "cli/usage.md"
- Tutorials:
- Tutorials (Notebooks): 'tutorials/1-introduction.ipynb'
- Tips and Tricks: 'tutorials/2-tips.ipynb'
- Applications RAG: 'tutorials/3-0-applications-rag.ipynb'
- Applications RAG - 2: 'tutorials/3-1-validation-rag.ipynb'
- Validation: 'tutorials/4-validation.ipynb'
plugins:
- mkdocs-jupyter:
ignore_h1_titles: true
execute: false
- social
- search:
separator: '[\s\u200b\-_,:!=\[\]()"`/]+|\.(?!\d)|&[lg]t;|(?!\b)(?=[A-Z][a-z])'
- minify:
minify_html: true
- mkdocstrings:
handlers:
python:
options:
members_order: alphabetical
allow_inspection: true
show_bases: true
- blog:
enabled: !ENV CI
blog_dir: "blog"
blog_toc: true
post_dir: blog/posts
post_date_format: yyyy/MM/dd
post_url_format: "{date}/{slug}"
authors_file: "{blog}/.authors.yml"
extra:
analytics:
provider: google
property: G-5CR8QXF5CN
feedback:
title: Was this page helpful?
ratings:
- icon: material/emoticon-happy-outline
name: This page was helpful
data: 1
note: >-
Thanks for your feedback!
- icon: material/emoticon-sad-outline
name: This page could be improved
data: 0
note: >-
Thanks for your feedback! Help us improve this page by
using our <a href="..." target="_blank" rel="noopener">feedback form</a>.
social:
- icon: fontawesome/brands/twitter
link: https://twitter.com/jxnlco
- icon: fontawesome/brands/github
link: https://github.com/jxnl