mirror of
https://github.com/langchain-ai/langchain.git
synced 2026-10-05 09:25:14 +03:00
Page per class-style api reference (#6560)
can make it prettier, but what do we think of overall structure? https://api.python.langchain.com/en/dev2049-page_per_class/api_ref.html --------- Co-authored-by: Bagatur <baskaryan@gmail.com> Co-authored-by: Nuno Campos <nuno@boringbits.io>
This commit is contained in:
50 files changed
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-348
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@@ -9,6 +9,9 @@ build:
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os: ubuntu-22.04
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tools:
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python: "3.11"
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jobs:
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pre_build:
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- python docs/api_reference/create_api_rst.py
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# Build documentation in the docs/ directory with Sphinx
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||||
sphinx:
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||||
|
||||
@@ -1,57 +0,0 @@
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document.addEventListener('DOMContentLoaded', () => {
|
||||
// Load the external dependencies
|
||||
function loadScript(src, onLoadCallback) {
|
||||
const script = document.createElement('script');
|
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script.src = src;
|
||||
script.onload = onLoadCallback;
|
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document.head.appendChild(script);
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||||
}
|
||||
|
||||
function createRootElement() {
|
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const rootElement = document.createElement('div');
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rootElement.id = 'my-component-root';
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document.body.appendChild(rootElement);
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return rootElement;
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}
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||||
|
||||
|
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function initializeMendable() {
|
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const rootElement = createRootElement();
|
||||
const { MendableFloatingButton } = Mendable;
|
||||
|
||||
|
||||
const iconSpan1 = React.createElement('span', {
|
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}, '🦜');
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|
||||
const iconSpan2 = React.createElement('span', {
|
||||
}, '🔗');
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|
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const icon = React.createElement('p', {
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style: { color: '#ffffff', fontSize: '22px',width: '48px', height: '48px', margin: '0px', padding: '0px', display: 'flex', alignItems: 'center', justifyContent: 'center', textAlign: 'center' },
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}, [iconSpan1, iconSpan2]);
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|
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const mendableFloatingButton = React.createElement(
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MendableFloatingButton,
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{
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style: { darkMode: false, accentColor: '#010810' },
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floatingButtonStyle: { color: '#ffffff', backgroundColor: '#010810' },
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anon_key: '82842b36-3ea6-49b2-9fb8-52cfc4bde6bf', // Mendable Search Public ANON key, ok to be public
|
||||
cmdShortcutKey:'j',
|
||||
messageSettings: {
|
||||
openSourcesInNewTab: false,
|
||||
prettySources: true // Prettify the sources displayed now
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},
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icon: icon,
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}
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);
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|
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ReactDOM.render(mendableFloatingButton, rootElement);
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}
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|
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loadScript('https://unpkg.com/react@17/umd/react.production.min.js', () => {
|
||||
loadScript('https://unpkg.com/react-dom@17/umd/react-dom.production.min.js', () => {
|
||||
loadScript('https://unpkg.com/@mendable/search@0.0.102/dist/umd/mendable.min.js', initializeMendable);
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});
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||||
});
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});
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@@ -1,12 +0,0 @@
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Agents
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==============
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Reference guide for Agents and associated abstractions.
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.. toctree::
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:maxdepth: 1
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:glob:
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modules/agents
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modules/tools
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modules/agent_toolkits
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File diff suppressed because it is too large.
Load diff
+27
-28
@@ -11,12 +11,13 @@
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# add these directories to sys.path here. If the directory is relative to the
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# documentation root, use os.path.abspath to make it absolute, like shown here.
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#
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# import os
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# import sys
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# sys.path.insert(0, os.path.abspath('.'))
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import os
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import sys
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import toml
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sys.path.insert(0, os.path.abspath("."))
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with open("../../pyproject.toml") as f:
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data = toml.load(f)
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@@ -45,11 +46,9 @@ extensions = [
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"sphinx.ext.napoleon",
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"sphinx.ext.viewcode",
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"sphinxcontrib.autodoc_pydantic",
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||||
"myst_nb",
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||||
"sphinx_copybutton",
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||||
"sphinx_panels",
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||||
"IPython.sphinxext.ipython_console_highlighting",
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"sphinx_tabs.tabs",
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]
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source_suffix = [".rst"]
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@@ -59,24 +58,22 @@ autodoc_pydantic_config_members = False
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autodoc_pydantic_model_show_config_summary = False
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autodoc_pydantic_model_show_validator_members = False
|
||||
autodoc_pydantic_model_show_validator_summary = False
|
||||
autodoc_pydantic_model_show_field_summary = False
|
||||
autodoc_pydantic_model_members = False
|
||||
autodoc_pydantic_model_undoc_members = False
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||||
autodoc_pydantic_model_hide_paramlist = False
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||||
autodoc_pydantic_model_signature_prefix = "class"
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||||
autodoc_pydantic_field_signature_prefix = "attribute"
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||||
autodoc_pydantic_model_summary_list_order = "bysource"
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autodoc_member_order = "bysource"
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||||
autodoc_pydantic_field_signature_prefix = "param"
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autodoc_member_order = "groupwise"
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||||
autoclass_content = "both"
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||||
autodoc_typehints_format = "short"
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||||
|
||||
autodoc_default_options = {
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||||
"members": True,
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||||
"show-inheritance": True,
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"undoc_members": True,
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||||
"inherited_members": "BaseModel",
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"inherited-members": "BaseModel",
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||||
"undoc-members": True,
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||||
"special-members": "__call__",
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||||
}
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||||
autodoc_typehints = "description"
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||||
|
||||
# autodoc_typehints = "description"
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||||
# Add any paths that contain templates here, relative to this directory.
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||||
templates_path = ["_templates"]
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||||
templates_path = ["templates"]
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||||
|
||||
# List of patterns, relative to source directory, that match files and
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||||
# directories to ignore when looking for source files.
|
||||
@@ -89,14 +86,16 @@ exclude_patterns = ["_build", "Thumbs.db", ".DS_Store"]
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||||
# The theme to use for HTML and HTML Help pages. See the documentation for
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||||
# a list of builtin themes.
|
||||
#
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||||
html_theme = "sphinx_rtd_theme"
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||||
html_theme = "scikit-learn-modern"
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||||
html_theme_path = ["themes"]
|
||||
|
||||
html_theme_options = {
|
||||
"path_to_docs": "docs",
|
||||
"repository_url": "https://github.com/hwchase17/langchain",
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||||
"use_repository_button": True,
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||||
# "style_nav_header_background": "white"
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||||
# redirects dictionary maps from old links to new links
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||||
html_additional_pages = {}
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||||
redirects = {
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"index": "api_reference",
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||||
}
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||||
for old_link in redirects:
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html_additional_pages[old_link] = "redirects.html"
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||||
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||||
html_context = {
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||||
"display_github": True, # Integrate GitHub
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||||
@@ -104,6 +103,7 @@ html_context = {
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||||
"github_repo": "langchain", # Repo name
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||||
"github_version": "master", # Version
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||||
"conf_py_path": "/docs/api_reference", # Path in the checkout to the docs root
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||||
"redirects": redirects,
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||||
}
|
||||
|
||||
# Add any paths that contain custom static files (such as style sheets) here,
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||||
@@ -116,10 +116,9 @@ html_static_path = ["_static"]
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||||
html_css_files = [
|
||||
"css/custom.css",
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||||
]
|
||||
html_use_index = False
|
||||
|
||||
html_js_files = [
|
||||
"js/mendablesearch.js",
|
||||
]
|
||||
|
||||
nb_execution_mode = "off"
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||||
myst_enable_extensions = ["colon_fence"]
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||||
|
||||
# generate autosummary even if no references
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||||
autosummary_generate = True
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||||
@@ -0,0 +1,94 @@
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||||
"""Script for auto-generating api_reference.rst"""
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||||
import glob
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||||
import re
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||||
from pathlib import Path
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||||
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||||
ROOT_DIR = Path(__file__).parents[2].absolute()
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||||
PKG_DIR = ROOT_DIR / "langchain"
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||||
WRITE_FILE = Path(__file__).parent / "api_reference.rst"
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||||
|
||||
|
||||
def load_members() -> dict:
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||||
members: dict = {}
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||||
for py in glob.glob(str(PKG_DIR) + "/**/*.py", recursive=True):
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||||
module = py[len(str(PKG_DIR)) + 1 :].replace(".py", "").replace("/", ".")
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||||
top_level = module.split(".")[0]
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||||
if top_level not in members:
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||||
members[top_level] = {"classes": [], "functions": []}
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||||
with open(py, "r") as f:
|
||||
for line in f.readlines():
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||||
cls = re.findall(r"^class ([^_].*)\(", line)
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||||
members[top_level]["classes"].extend([module + "." + c for c in cls])
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||||
func = re.findall(r"^def ([^_].*)\(", line)
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||||
members[top_level]["functions"].extend([module + "." + f for f in func])
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return members
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||||
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||||
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||||
def construct_doc(members: dict) -> str:
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||||
full_doc = """\
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.. _api_reference:
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||||
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||||
=============
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||||
API Reference
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||||
=============
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||||
|
||||
"""
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||||
for module, _members in sorted(members.items(), key=lambda kv: kv[0]):
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||||
classes = _members["classes"]
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||||
functions = _members["functions"]
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||||
if not (classes or functions):
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||||
continue
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||||
|
||||
module_title = module.replace("_", " ").title()
|
||||
if module_title == "Llms":
|
||||
module_title = "LLMs"
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||||
section = f":mod:`langchain.{module}`: {module_title}"
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||||
full_doc += f"""\
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||||
{section}
|
||||
{'=' * (len(section) + 1)}
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||||
|
||||
.. automodule:: langchain.{module}
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||||
:no-members:
|
||||
:no-inherited-members:
|
||||
|
||||
"""
|
||||
|
||||
if classes:
|
||||
cstring = "\n ".join(sorted(classes))
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||||
full_doc += f"""\
|
||||
Classes
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||||
--------------
|
||||
.. currentmodule:: langchain
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||||
|
||||
.. autosummary::
|
||||
:toctree: {module}
|
||||
:template: class.rst
|
||||
|
||||
{cstring}
|
||||
|
||||
"""
|
||||
if functions:
|
||||
fstring = "\n ".join(sorted(functions))
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||||
full_doc += f"""\
|
||||
Functions
|
||||
--------------
|
||||
.. currentmodule:: langchain
|
||||
|
||||
.. autosummary::
|
||||
:toctree: {module}
|
||||
|
||||
{fstring}
|
||||
|
||||
"""
|
||||
return full_doc
|
||||
|
||||
|
||||
def main() -> None:
|
||||
members = load_members()
|
||||
full_doc = construct_doc(members)
|
||||
with open(WRITE_FILE, "w") as f:
|
||||
f.write(full_doc)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
main()
|
||||
@@ -1,13 +0,0 @@
|
||||
Data connection
|
||||
==============
|
||||
LangChain has a number of modules that help you load, structure, store, and retrieve documents.
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:glob:
|
||||
|
||||
modules/document_loaders
|
||||
modules/document_transformers
|
||||
modules/embeddings
|
||||
modules/vectorstores
|
||||
modules/retrievers
|
||||
@@ -1,29 +1,8 @@
|
||||
API Reference
|
||||
==========================
|
||||
|
||||
| Full documentation on all methods, classes, and APIs in the LangChain Python package.
|
||||
=============
|
||||
LangChain API
|
||||
=============
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:caption: Abstractions
|
||||
:maxdepth: 2
|
||||
|
||||
./modules/base_classes.rst
|
||||
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:caption: Core
|
||||
|
||||
./model_io.rst
|
||||
./data_connection.rst
|
||||
./modules/chains.rst
|
||||
./agents.rst
|
||||
./modules/memory.rst
|
||||
./modules/callbacks.rst
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:caption: Additional
|
||||
|
||||
./modules/utilities.rst
|
||||
./modules/experimental.rst
|
||||
api_reference.rst
|
||||
@@ -1,12 +0,0 @@
|
||||
Model I/O
|
||||
==============
|
||||
|
||||
LangChain provides interfaces and integrations for working with language models.
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:glob:
|
||||
|
||||
./prompts.rst
|
||||
./models.rst
|
||||
./modules/output_parsers.rst
|
||||
@@ -1,11 +0,0 @@
|
||||
Models
|
||||
==============
|
||||
|
||||
LangChain provides interfaces and integrations for a number of different types of models.
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:glob:
|
||||
|
||||
modules/llms
|
||||
modules/chat_models
|
||||
@@ -1,7 +0,0 @@
|
||||
Agent Toolkits
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.agents.agent_toolkits
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Agents
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.agents
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,5 +0,0 @@
|
||||
Base classes
|
||||
========================
|
||||
|
||||
.. automodule:: langchain.schema
|
||||
:inherited-members:
|
||||
@@ -1,7 +0,0 @@
|
||||
Callbacks
|
||||
=======================
|
||||
|
||||
.. automodule:: langchain.callbacks
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,8 +0,0 @@
|
||||
Chains
|
||||
=======================
|
||||
|
||||
.. automodule:: langchain.chains
|
||||
:members:
|
||||
:undoc-members:
|
||||
:inherited-members: BaseModel
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Chat Models
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.chat_models
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Document Loaders
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.document_loaders
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,13 +0,0 @@
|
||||
Document Transformers
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.document_transformers
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
Text Splitters
|
||||
------------------------------
|
||||
|
||||
.. automodule:: langchain.text_splitter
|
||||
:members:
|
||||
:undoc-members:
|
||||
@@ -1,5 +0,0 @@
|
||||
Embeddings
|
||||
===========================
|
||||
|
||||
.. automodule:: langchain.embeddings
|
||||
:members:
|
||||
@@ -1,5 +0,0 @@
|
||||
Example Selector
|
||||
=========================================
|
||||
|
||||
.. automodule:: langchain.prompts.example_selector
|
||||
:members:
|
||||
@@ -1,28 +0,0 @@
|
||||
====================
|
||||
Experimental
|
||||
====================
|
||||
|
||||
This module contains experimental modules and reproductions of existing work using LangChain primitives.
|
||||
|
||||
Autonomous agents
|
||||
------------------
|
||||
|
||||
Here, we document the BabyAGI and AutoGPT classes from the langchain.experimental module.
|
||||
|
||||
.. autoclass:: langchain.experimental.BabyAGI
|
||||
:members:
|
||||
|
||||
.. autoclass:: langchain.experimental.AutoGPT
|
||||
:members:
|
||||
|
||||
|
||||
Generative agents
|
||||
------------------
|
||||
|
||||
Here, we document the GenerativeAgent and GenerativeAgentMemory classes from the langchain.experimental module.
|
||||
|
||||
.. autoclass:: langchain.experimental.GenerativeAgent
|
||||
:members:
|
||||
|
||||
.. autoclass:: langchain.experimental.GenerativeAgentMemory
|
||||
:members:
|
||||
@@ -1,7 +0,0 @@
|
||||
LLMs
|
||||
=======================
|
||||
|
||||
.. automodule:: langchain.llms
|
||||
:members:
|
||||
:inherited-members:
|
||||
:special-members: __call__
|
||||
@@ -1,7 +0,0 @@
|
||||
Memory
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.memory
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Output Parsers
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.output_parsers
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,6 +0,0 @@
|
||||
Prompt Templates
|
||||
========================
|
||||
|
||||
.. automodule:: langchain.prompts
|
||||
:members:
|
||||
:undoc-members:
|
||||
@@ -1,14 +0,0 @@
|
||||
Retrievers
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.retrievers
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
Document compressors
|
||||
-------------------------------
|
||||
|
||||
.. automodule:: langchain.retrievers.document_compressors
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Tools
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.tools
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,7 +0,0 @@
|
||||
Utilities
|
||||
===============================
|
||||
|
||||
.. automodule:: langchain.utilities
|
||||
:members:
|
||||
:undoc-members:
|
||||
|
||||
@@ -1,6 +0,0 @@
|
||||
Vector Stores
|
||||
=============================
|
||||
|
||||
.. automodule:: langchain.vectorstores
|
||||
:members:
|
||||
:undoc-members:
|
||||
@@ -1,11 +0,0 @@
|
||||
Prompts
|
||||
==============
|
||||
|
||||
The reference guides here all relate to objects for working with Prompts.
|
||||
|
||||
.. toctree::
|
||||
:maxdepth: 1
|
||||
:glob:
|
||||
|
||||
modules/prompts
|
||||
modules/example_selector
|
||||
@@ -0,0 +1,27 @@
|
||||
Copyright (c) 2007-2023 The scikit-learn developers.
|
||||
All rights reserved.
|
||||
|
||||
Redistribution and use in source and binary forms, with or without
|
||||
modification, are permitted provided that the following conditions are met:
|
||||
|
||||
* Redistributions of source code must retain the above copyright notice, this
|
||||
list of conditions and the following disclaimer.
|
||||
|
||||
* Redistributions in binary form must reproduce the above copyright notice,
|
||||
this list of conditions and the following disclaimer in the documentation
|
||||
and/or other materials provided with the distribution.
|
||||
|
||||
* Neither the name of the copyright holder nor the names of its
|
||||
contributors may be used to endorse or promote products derived from
|
||||
this software without specific prior written permission.
|
||||
|
||||
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
|
||||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
|
||||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
|
||||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
|
||||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
|
||||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
|
||||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
|
||||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||
@@ -0,0 +1,28 @@
|
||||
:mod:`{{module}}`.{{objname}}
|
||||
{{ underline }}==============
|
||||
|
||||
.. currentmodule:: {{ module }}
|
||||
|
||||
.. autoclass:: {{ objname }}
|
||||
|
||||
{% block methods %}
|
||||
{% if methods %}
|
||||
.. rubric:: {{ _('Methods') }}
|
||||
|
||||
.. autosummary::
|
||||
{% for item in methods %}
|
||||
~{{ name }}.{{ item }}
|
||||
{%- endfor %}
|
||||
{% endif %}
|
||||
{% endblock %}
|
||||
|
||||
{% block attributes %}
|
||||
{% if attributes %}
|
||||
.. rubric:: {{ _('Attributes') }}
|
||||
|
||||
.. autosummary::
|
||||
{% for item in attributes %}
|
||||
~{{ name }}.{{ item }}
|
||||
{%- endfor %}
|
||||
{% endif %}
|
||||
{% endblock %}
|
||||
@@ -0,0 +1,15 @@
|
||||
{% set redirect = pathto(redirects[pagename]) %}
|
||||
<!DOCTYPE html>
|
||||
<html>
|
||||
<head>
|
||||
<meta charset="utf-8">
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
<meta http-equiv="Refresh" content="0; url={{ redirect }}" />
|
||||
<meta name="Description" content="scikit-learn: machine learning in Python">
|
||||
<link rel="canonical" href="{{ redirect }}" />
|
||||
<title>scikit-learn: machine learning in Python</title>
|
||||
</head>
|
||||
<body>
|
||||
<p>You will be automatically redirected to the <a href="{{ redirect }}">new location of this page</a>.</p>
|
||||
</body>
|
||||
</html>
|
||||
@@ -0,0 +1,27 @@
|
||||
Copyright (c) 2007-2023 The scikit-learn developers.
|
||||
All rights reserved.
|
||||
|
||||
Redistribution and use in source and binary forms, with or without
|
||||
modification, are permitted provided that the following conditions are met:
|
||||
|
||||
* Redistributions of source code must retain the above copyright notice, this
|
||||
list of conditions and the following disclaimer.
|
||||
|
||||
* Redistributions in binary form must reproduce the above copyright notice,
|
||||
this list of conditions and the following disclaimer in the documentation
|
||||
and/or other materials provided with the distribution.
|
||||
|
||||
* Neither the name of the copyright holder nor the names of its
|
||||
contributors may be used to endorse or promote products derived from
|
||||
this software without specific prior written permission.
|
||||
|
||||
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
|
||||
AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
|
||||
IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
|
||||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
|
||||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
|
||||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
|
||||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
|
||||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
|
||||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
|
||||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
|
||||
@@ -0,0 +1,67 @@
|
||||
<script>
|
||||
$(document).ready(function() {
|
||||
/* Add a [>>>] button on the top-right corner of code samples to hide
|
||||
* the >>> and ... prompts and the output and thus make the code
|
||||
* copyable. */
|
||||
var div = $('.highlight-python .highlight,' +
|
||||
'.highlight-python3 .highlight,' +
|
||||
'.highlight-pycon .highlight,' +
|
||||
'.highlight-default .highlight')
|
||||
var pre = div.find('pre');
|
||||
|
||||
// get the styles from the current theme
|
||||
pre.parent().parent().css('position', 'relative');
|
||||
var hide_text = 'Hide prompts and outputs';
|
||||
var show_text = 'Show prompts and outputs';
|
||||
|
||||
// create and add the button to all the code blocks that contain >>>
|
||||
div.each(function(index) {
|
||||
var jthis = $(this);
|
||||
if (jthis.find('.gp').length > 0) {
|
||||
var button = $('<span class="copybutton">>>></span>');
|
||||
button.attr('title', hide_text);
|
||||
button.data('hidden', 'false');
|
||||
jthis.prepend(button);
|
||||
}
|
||||
// tracebacks (.gt) contain bare text elements that need to be
|
||||
// wrapped in a span to work with .nextUntil() (see later)
|
||||
jthis.find('pre:has(.gt)').contents().filter(function() {
|
||||
return ((this.nodeType == 3) && (this.data.trim().length > 0));
|
||||
}).wrap('<span>');
|
||||
});
|
||||
|
||||
// define the behavior of the button when it's clicked
|
||||
$('.copybutton').click(function(e){
|
||||
e.preventDefault();
|
||||
var button = $(this);
|
||||
if (button.data('hidden') === 'false') {
|
||||
// hide the code output
|
||||
button.parent().find('.go, .gp, .gt').hide();
|
||||
button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'hidden');
|
||||
button.css('text-decoration', 'line-through');
|
||||
button.attr('title', show_text);
|
||||
button.data('hidden', 'true');
|
||||
} else {
|
||||
// show the code output
|
||||
button.parent().find('.go, .gp, .gt').show();
|
||||
button.next('pre').find('.gt').nextUntil('.gp, .go').css('visibility', 'visible');
|
||||
button.css('text-decoration', 'none');
|
||||
button.attr('title', hide_text);
|
||||
button.data('hidden', 'false');
|
||||
}
|
||||
});
|
||||
|
||||
/*** Add permalink buttons next to glossary terms ***/
|
||||
$('dl.glossary > dt[id]').append(function() {
|
||||
return ('<a class="headerlink" href="#' +
|
||||
this.getAttribute('id') +
|
||||
'" title="Permalink to this term">¶</a>');
|
||||
});
|
||||
});
|
||||
|
||||
</script>
|
||||
{%- if pagename != 'index' and pagename != 'documentation' %}
|
||||
{% if theme_mathjax_path %}
|
||||
<script id="MathJax-script" async src="{{ theme_mathjax_path }}"></script>
|
||||
{% endif %}
|
||||
{%- endif %}
|
||||
@@ -0,0 +1,142 @@
|
||||
{# TEMPLATE VAR SETTINGS #}
|
||||
{%- set url_root = pathto('', 1) %}
|
||||
{%- if url_root == '#' %}{% set url_root = '' %}{% endif %}
|
||||
{%- if not embedded and docstitle %}
|
||||
{%- set titlesuffix = " — "|safe + docstitle|e %}
|
||||
{%- else %}
|
||||
{%- set titlesuffix = "" %}
|
||||
{%- endif %}
|
||||
{%- set lang_attr = 'en' %}
|
||||
|
||||
<!DOCTYPE html>
|
||||
<!--[if IE 8]><html class="no-js lt-ie9" lang="{{ lang_attr }}" > <![endif]-->
|
||||
<!--[if gt IE 8]><!--> <html class="no-js" lang="{{ lang_attr }}" > <!--<![endif]-->
|
||||
<head>
|
||||
<meta charset="utf-8">
|
||||
{{ metatags }}
|
||||
<meta name="viewport" content="width=device-width, initial-scale=1.0">
|
||||
|
||||
{% block htmltitle %}
|
||||
<title>{{ title|striptags|e }}{{ titlesuffix }}</title>
|
||||
{% endblock %}
|
||||
<link rel="canonical" href="http://scikit-learn.org/stable/{{pagename}}.html" />
|
||||
|
||||
{% if favicon_url %}
|
||||
<link rel="shortcut icon" href="{{ favicon_url|e }}"/>
|
||||
{% endif %}
|
||||
|
||||
<link rel="stylesheet" href="{{ pathto('_static/css/vendor/bootstrap.min.css', 1) }}" type="text/css" />
|
||||
{%- for css in css_files %}
|
||||
{%- if css|attr("rel") %}
|
||||
<link rel="{{ css.rel }}" href="{{ pathto(css.filename, 1) }}" type="text/css"{% if css.title is not none %} title="{{ css.title }}"{% endif %} />
|
||||
{%- else %}
|
||||
<link rel="stylesheet" href="{{ pathto(css, 1) }}" type="text/css" />
|
||||
{%- endif %}
|
||||
{%- endfor %}
|
||||
<link rel="stylesheet" href="{{ pathto('_static/' + style, 1) }}" type="text/css" />
|
||||
<script id="documentation_options" data-url_root="{{ pathto('', 1) }}" src="{{ pathto('_static/documentation_options.js', 1) }}"></script>
|
||||
<script src="{{ pathto('_static/jquery.js', 1) }}"></script>
|
||||
{%- block extrahead %} {% endblock %}
|
||||
</head>
|
||||
<body>
|
||||
{% include "nav.html" %}
|
||||
{%- block content %}
|
||||
<div class="d-flex" id="sk-doc-wrapper">
|
||||
<input type="checkbox" name="sk-toggle-checkbox" id="sk-toggle-checkbox">
|
||||
<label id="sk-sidemenu-toggle" class="sk-btn-toggle-toc btn sk-btn-primary" for="sk-toggle-checkbox">Toggle Menu</label>
|
||||
<div id="sk-sidebar-wrapper" class="border-right">
|
||||
<div class="sk-sidebar-toc-wrapper">
|
||||
<div class="btn-group w-100 mb-2" role="group" aria-label="rellinks">
|
||||
{%- if prev %}
|
||||
<a href="{{ prev.link|e }}" role="button" class="btn sk-btn-rellink py-1" sk-rellink-tooltip="{{ prev.title|striptags }}">Prev</a>
|
||||
{%- else %}
|
||||
<a href="#" role="button" class="btn sk-btn-rellink py-1 disabled"">Prev</a>
|
||||
{%- endif %}
|
||||
{%- if parents -%}
|
||||
<a href="{{ parents[-1].link|e }}" role="button" class="btn sk-btn-rellink py-1" sk-rellink-tooltip="{{ parents[-1].title|striptags }}">Up</a>
|
||||
{%- else %}
|
||||
<a href="#" role="button" class="btn sk-btn-rellink disabled py-1">Up</a>
|
||||
{%- endif %}
|
||||
{%- if next %}
|
||||
<a href="{{ next.link|e }}" role="button" class="btn sk-btn-rellink py-1" sk-rellink-tooltip="{{ next.title|striptags }}">Next</a>
|
||||
{%- else %}
|
||||
<a href="#" role="button" class="btn sk-btn-rellink py-1 disabled"">Next</a>
|
||||
{%- endif %}
|
||||
</div>
|
||||
{%- if pagename != "install" %}
|
||||
<div class="alert alert-warning p-1 mb-2" role="alert">
|
||||
<p class="text-center mb-0">
|
||||
<strong>LangChain {{ release }}</strong><br/>
|
||||
</p>
|
||||
</div>
|
||||
{%- endif %}
|
||||
{%- if meta and meta['parenttoc']|tobool %}
|
||||
<div class="sk-sidebar-toc">
|
||||
{% set nav = get_nav_object(maxdepth=3, collapse=True, numbered=True) %}
|
||||
<ul>
|
||||
{% for main_nav_item in nav %}
|
||||
{% if main_nav_item.active %}
|
||||
<li>
|
||||
<a href="{{ main_nav_item.url }}" class="sk-toc-active">{{ main_nav_item.title }}</a>
|
||||
</li>
|
||||
<ul>
|
||||
{% for nav_item in main_nav_item.children %}
|
||||
<li>
|
||||
<a href="{{ nav_item.url }}" class="{% if nav_item.active %}sk-toc-active{% endif %}">{{ nav_item.title }}</a>
|
||||
{% if nav_item.children %}
|
||||
<ul>
|
||||
{% for inner_child in nav_item.children %}
|
||||
<li class="sk-toctree-l3">
|
||||
<a href="{{ inner_child.url }}">{{ inner_child.title }}</a>
|
||||
</li>
|
||||
{% endfor %}
|
||||
</ul>
|
||||
{% endif %}
|
||||
</li>
|
||||
{% endfor %}
|
||||
</ul>
|
||||
{% endif %}
|
||||
{% endfor %}
|
||||
</ul>
|
||||
</div>
|
||||
{%- elif meta and meta['globalsidebartoc']|tobool %}
|
||||
<div class="sk-sidebar-toc sk-sidebar-global-toc">
|
||||
{{ toctree(maxdepth=2, titles_only=True) }}
|
||||
</div>
|
||||
{%- else %}
|
||||
<div class="sk-sidebar-toc">
|
||||
{{ toc }}
|
||||
</div>
|
||||
{%- endif %}
|
||||
</div>
|
||||
</div>
|
||||
<div id="sk-page-content-wrapper">
|
||||
<div class="sk-page-content container-fluid body px-md-3" role="main">
|
||||
{% block body %}{% endblock %}
|
||||
</div>
|
||||
<div class="container">
|
||||
<footer class="sk-content-footer">
|
||||
{%- if pagename != 'index' %}
|
||||
{%- if show_copyright %}
|
||||
{%- if hasdoc('copyright') %}
|
||||
{% trans path=pathto('copyright'), copyright=copyright|e %}© {{ copyright }}.{% endtrans %}
|
||||
{%- else %}
|
||||
{% trans copyright=copyright|e %}© {{ copyright }}.{% endtrans %}
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
{%- if last_updated %}
|
||||
{% trans last_updated=last_updated|e %}Last updated on {{ last_updated }}.{% endtrans %}
|
||||
{%- endif %}
|
||||
{%- if show_source and has_source and sourcename %}
|
||||
<a href="{{ pathto('_sources/' + sourcename, true)|e }}" rel="nofollow">{{ _('Show this page source') }}</a>
|
||||
{%- endif %}
|
||||
{%- endif %}
|
||||
</footer>
|
||||
</div>
|
||||
</div>
|
||||
</div>
|
||||
{%- endblock %}
|
||||
<script src="{{ pathto('_static/js/vendor/bootstrap.min.js', 1) }}"></script>
|
||||
{% include "javascript.html" %}
|
||||
</body>
|
||||
</html>
|
||||
@@ -0,0 +1,85 @@
|
||||
{%- if pagename != 'index' and pagename != 'documentation' %}
|
||||
{%- set nav_bar_class = "sk-docs-navbar" %}
|
||||
{%- set top_container_cls = "sk-docs-container" %}
|
||||
{%- else %}
|
||||
{%- set nav_bar_class = "sk-landing-navbar" %}
|
||||
{%- set top_container_cls = "sk-landing-container" %}
|
||||
{%- endif %}
|
||||
|
||||
{% if theme_link_to_live_contributing_page|tobool %}
|
||||
{# Link to development page for live builds #}
|
||||
{%- set development_link = "https://scikit-learn.org/dev/developers/index.html" %}
|
||||
{# Open on a new development page in new window/tab for live builds #}
|
||||
{%- set development_attrs = 'target="_blank" rel="noopener noreferrer"' %}
|
||||
{%- else %}
|
||||
{%- set development_link = pathto('developers/index') %}
|
||||
{%- set development_attrs = '' %}
|
||||
{%- endif %}
|
||||
|
||||
{# title, link, link_attrs #}
|
||||
{%- set drop_down_navigation = [
|
||||
('Getting Started', pathto('getting_started'), ''),
|
||||
('Tutorial', pathto('tutorial/index'), ''),
|
||||
("What's new", pathto('whats_new/v' + version), ''),
|
||||
('Glossary', pathto('glossary'), ''),
|
||||
('Development', development_link, development_attrs),
|
||||
('FAQ', pathto('faq'), ''),
|
||||
('Support', pathto('support'), ''),
|
||||
('Related packages', pathto('related_projects'), ''),
|
||||
('Roadmap', pathto('roadmap'), ''),
|
||||
('Governance', pathto('governance'), ''),
|
||||
('About us', pathto('about'), ''),
|
||||
('GitHub', 'https://github.com/scikit-learn/scikit-learn', ''),
|
||||
('Other Versions and Download', 'https://scikit-learn.org/dev/versions.html', '')]
|
||||
-%}
|
||||
|
||||
<nav id="navbar" class="{{ nav_bar_class }} navbar navbar-expand-md navbar-light bg-light py-0">
|
||||
<div class="container-fluid {{ top_container_cls }} px-0">
|
||||
{%- if logo_url %}
|
||||
<a class="navbar-brand py-0" href="{{ pathto('index') }}">
|
||||
<img
|
||||
class="sk-brand-img"
|
||||
src="{{ logo_url|e }}"
|
||||
alt="logo"/>
|
||||
</a>
|
||||
{%- endif %}
|
||||
<button
|
||||
id="sk-navbar-toggler"
|
||||
class="navbar-toggler"
|
||||
type="button"
|
||||
data-toggle="collapse"
|
||||
data-target="#navbarSupportedContent"
|
||||
aria-controls="navbarSupportedContent"
|
||||
aria-expanded="false"
|
||||
aria-label="Toggle navigation"
|
||||
>
|
||||
<span class="navbar-toggler-icon"></span>
|
||||
</button>
|
||||
|
||||
<div class="sk-navbar-collapse collapse navbar-collapse" id="navbarSupportedContent">
|
||||
<ul class="navbar-nav mr-auto">
|
||||
<li class="nav-item">
|
||||
<a class="sk-nav-link nav-link" href="{{ pathto('api_reference') }}">API</a>
|
||||
</li>
|
||||
<li class="nav-item">
|
||||
<a class="sk-nav-link nav-link" target="_blank" rel="noopener noreferrer" href="https://python.langchain.com/">Python Docs</a>
|
||||
</li>
|
||||
{%- for title, link, link_attrs in drop_down_navigation %}
|
||||
<li class="nav-item">
|
||||
<a class="sk-nav-link nav-link nav-more-item-mobile-items" href="{{ link }}" {{ link_attrs }}>{{ title }}</a>
|
||||
</li>
|
||||
{%- endfor %}
|
||||
</ul>
|
||||
{%- if pagename != "search"%}
|
||||
<div id="searchbox" role="search">
|
||||
<div class="searchformwrapper">
|
||||
<form class="search" action="{{ pathto('search') }}" method="get">
|
||||
<input class="sk-search-text-input" type="text" name="q" aria-labelledby="searchlabel" />
|
||||
<input class="sk-search-text-btn" type="submit" value="{{ _('Go') }}" />
|
||||
</form>
|
||||
</div>
|
||||
</div>
|
||||
{%- endif %}
|
||||
</div>
|
||||
</div>
|
||||
</nav>
|
||||
@@ -0,0 +1,16 @@
|
||||
{%- extends "basic/search.html" %}
|
||||
{% block extrahead %}
|
||||
<script type="text/javascript" src="{{ pathto('_static/underscore.js', 1) }}"></script>
|
||||
<script type="text/javascript" src="{{ pathto('searchindex.js', 1) }}" defer></script>
|
||||
<script type="text/javascript" src="{{ pathto('_static/doctools.js', 1) }}"></script>
|
||||
<script type="text/javascript" src="{{ pathto('_static/language_data.js', 1) }}"></script>
|
||||
<script type="text/javascript" src="{{ pathto('_static/searchtools.js', 1) }}"></script>
|
||||
<!-- <script type="text/javascript" src="{{ pathto('_static/sphinx_highlight.js', 1) }}"></script> -->
|
||||
<script type="text/javascript">
|
||||
$(document).ready(function() {
|
||||
if (!Search.out) {
|
||||
Search.init();
|
||||
}
|
||||
});
|
||||
</script>
|
||||
{% endblock %}
|
||||
File diff suppressed because it is too large.
Load diff
+6
@@ -0,0 +1,6 @@
|
||||
/*!
|
||||
* Bootstrap v4.3.1 (https://getbootstrap.com/)
|
||||
* Copyright 2011-2019 The Bootstrap Authors
|
||||
* Copyright 2011-2019 Twitter, Inc.
|
||||
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
|
||||
*/:root{--blue:#007bff;--indigo:#6610f2;--purple:#6f42c1;--pink:#e83e8c;--red:#dc3545;--orange:#fd7e14;--yellow:#ffc107;--green:#28a745;--teal:#20c997;--cyan:#17a2b8;--white:#fff;--gray:#6c757d;--gray-dark:#343a40;--primary:#007bff;--secondary:#6c757d;--success:#28a745;--info:#17a2b8;--warning:#ffc107;--danger:#dc3545;--light:#f8f9fa;--dark:#343a40;--breakpoint-xs:0;--breakpoint-sm:576px;--breakpoint-md:768px;--breakpoint-lg:992px;--breakpoint-xl:1200px;--font-family-sans-serif:-apple-system,BlinkMacSystemFont,"Segoe UI",Roboto,"Helvetica Neue",Arial,"Noto Sans",sans-serif,"Apple Color Emoji","Segoe UI Emoji","Segoe UI Symbol","Noto Color Emoji";--font-family-monospace:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier 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dotted;cursor:help;border-bottom:0;-webkit-text-decoration-skip-ink:none;text-decoration-skip-ink:none}address{margin-bottom:1rem;font-style:normal;line-height:inherit}dl,ol,ul{margin-top:0;margin-bottom:1rem}ol ol,ol ul,ul ol,ul ul{margin-bottom:0}dt{font-weight:700}dd{margin-bottom:.5rem;margin-left:0}blockquote{margin:0 0 1rem}b,strong{font-weight:bolder}small{font-size:80%}sub,sup{position:relative;font-size:75%;line-height:0;vertical-align:baseline}sub{bottom:-.25em}sup{top:-.5em}a{color:#007bff;text-decoration:none;background-color:transparent}a:hover{color:#0056b3;text-decoration:underline}a:not([href]):not([tabindex]){color:inherit;text-decoration:none}a:not([href]):not([tabindex]):focus,a:not([href]):not([tabindex]):hover{color:inherit;text-decoration:none}a:not([href]):not([tabindex]):focus{outline:0}code,kbd,pre,samp{font-family:SFMono-Regular,Menlo,Monaco,Consolas,"Liberation Mono","Courier New",monospace;font-size:1em}pre{margin-top:0;margin-bottom:1rem;overflow:auto}figure{margin:0 0 1rem}img{vertical-align:middle;border-style:none}svg{overflow:hidden;vertical-align:middle}table{border-collapse:collapse}caption{padding-top:.75rem;padding-bottom:.75rem;color:#6c757d;text-align:left;caption-side:bottom}th{text-align:inherit}label{display:inline-block;margin-bottom:.5rem}button{border-radius:0}button:focus{outline:1px dotted;outline:5px auto -webkit-focus-ring-color}button,input,optgroup,select,textarea{margin:0;font-family:inherit;font-size:inherit;line-height:inherit}button,input{overflow:visible}button,select{text-transform:none}select{word-wrap:normal}[type=button],[type=reset],[type=submit],button{-webkit-appearance:button}[type=button]:not(:disabled),[type=reset]:not(:disabled),[type=submit]:not(:disabled),button:not(:disabled){cursor:pointer}[type=button]::-moz-focus-inner,[type=reset]::-moz-focus-inner,[type=submit]::-moz-focus-inner,button::-moz-focus-inner{padding:0;border-style:none}input[type=checkbox],input[type=radio]{box-sizing:border-box;padding:0}input[type=date],input[type=datetime-local],input[type=month],input[type=time]{-webkit-appearance:listbox}textarea{overflow:auto;resize:vertical}fieldset{min-width:0;padding:0;margin:0;border:0}legend{display:block;width:100%;max-width:100%;padding:0;margin-bottom:.5rem;font-size:1.5rem;line-height:inherit;color:inherit;white-space:normal}progress{vertical-align:baseline}[type=number]::-webkit-inner-spin-button,[type=number]::-webkit-outer-spin-button{height:auto}[type=search]{outline-offset:-2px;-webkit-appearance:none}[type=search]::-webkit-search-decoration{-webkit-appearance:none}::-webkit-file-upload-button{font:inherit;-webkit-appearance:button}output{display:inline-block}summary{display:list-item;cursor:pointer}template{display:none}[hidden]{display:none!important}.h1,.h2,.h3,.h4,.h5,.h6,h1,h2,h3,h4,h5,h6{margin-bottom:.5rem;font-weight:500;line-height:1.2}.h1,h1{font-size:2.5rem}.h2,h2{font-size:2rem}.h3,h3{font-size:1.75rem}.h4,h4{font-size:1.5rem}.h5,h5{font-size:1.25rem}.h6,h6{font-size:1rem}.lead{font-size:1.25rem;font-weight:300}.display-1{font-size:6rem;font-weight:300;line-height:1.2}.display-2{font-size:5.5rem;font-weight:300;line-height:1.2}.display-3{font-size:4.5rem;font-weight:300;line-height:1.2}.display-4{font-size:3.5rem;font-weight:300;line-height:1.2}hr{margin-top:1rem;margin-bottom:1rem;border:0;border-top:1px solid rgba(0,0,0,.1)}.small,Line truncated
|
||||
+6
@@ -0,0 +1,6 @@
|
||||
/*!
|
||||
* Bootstrap v4.3.1 (https://getbootstrap.com/)
|
||||
* Copyright 2011-2019 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)
|
||||
* Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
|
||||
*/
|
||||
!function(t,e){"object"==typeof exports&&"undefined"!=typeof module?e(exports,require("jquery"),require("popper.js")):"function"==typeof define&&define.amd?define(["exports","jquery","popper.js"],e):e((t=t||self).bootstrap={},t.jQuery,t.Popper)}(this,function(t,g,u){"use strict";function i(t,e){for(var n=0;n<e.length;n++){var i=e[n];i.enumerable=i.enumerable||!1,i.configurable=!0,"value"in i&&(i.writable=!0),Object.defineProperty(t,i.key,i)}}function s(t,e,n){return e&&i(t.prototype,e),n&&i(t,n),t}function l(o){for(var t=1;t<arguments.length;t++){var r=null!=arguments[t]?arguments[t]:{},e=Object.keys(r);"function"==typeof Object.getOwnPropertySymbols&&(e=e.concat(Object.getOwnPropertySymbols(r).filter(function(t){return Object.getOwnPropertyDescriptor(r,t).enumerable}))),e.forEach(function(t){var e,n,i;e=o,i=r[n=t],n in e?Object.defineProperty(e,n,{value:i,enumerable:!0,configurable:!0,writable:!0}):e[n]=i})}return 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/*! jQuery v3.6.3 -ajax,-ajax/jsonp,-ajax/load,-ajax/script,-ajax/var/location,-ajax/var/nonce,-ajax/var/rquery,-ajax/xhr,-manipulation/_evalUrl,-deprecated/ajax-event-alias,-effects,-effects/Tween,-effects/animatedSelector | (c) OpenJS Foundation and other contributors | jquery.org/license */
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RegExp("^"+R+"+|((?:^|[^\\\\])(?:\\\\.)*)"+R+"+$","g"),z=new RegExp("^"+R+"*,"+R+"*"),_=new RegExp("^"+R+"*([>+~]|"+R+")"+R+"*"),U=new RegExp(R+Line truncated
|
||||
@@ -0,0 +1,8 @@
|
||||
[theme]
|
||||
inherit = basic
|
||||
pygments_style = default
|
||||
stylesheet = css/theme.css
|
||||
|
||||
[options]
|
||||
link_to_live_contributing_page = false
|
||||
mathjax_path =
|
||||
@@ -11,5 +11,4 @@ myst_nb
|
||||
sphinx_copybutton
|
||||
pydata-sphinx-theme==0.13.1
|
||||
nbdoc
|
||||
urllib3<2
|
||||
sphinx_tabs
|
||||
urllib3<2
|
||||
@@ -262,7 +262,9 @@ class RedisSemanticCache(BaseCache):
|
||||
score_threshold (float, 0.2):
|
||||
|
||||
Example:
|
||||
|
||||
.. code-block:: python
|
||||
|
||||
import langchain
|
||||
|
||||
from langchain.cache import RedisSemanticCache
|
||||
|
||||
@@ -24,7 +24,7 @@ class DocArrayRetriever(BaseRetriever, BaseModel):
|
||||
InMemoryExactNNIndex, HnswDocumentIndex, QdrantDocumentIndex,
|
||||
ElasticDocIndex, and WeaviateDocumentIndex.
|
||||
|
||||
Attributes:
|
||||
Args:
|
||||
index: One of the above-mentioned index instances
|
||||
embeddings: Embedding model to represent text as vectors
|
||||
search_field: Field to consider for searching in the documents.
|
||||
|
||||
@@ -95,6 +95,7 @@ def create_index(
|
||||
|
||||
class PineconeHybridSearchRetriever(BaseRetriever, BaseModel):
|
||||
embeddings: Embeddings
|
||||
"""description"""
|
||||
sparse_encoder: Any
|
||||
index: Any
|
||||
top_k: int = 4
|
||||
|
||||
@@ -20,6 +20,15 @@ class VespaRetriever(BaseRetriever):
|
||||
content_field: str,
|
||||
metadata_fields: Optional[Sequence[str]] = None,
|
||||
):
|
||||
"""
|
||||
|
||||
Args:
|
||||
app: Vespa client.
|
||||
body: query body.
|
||||
content_field: result field with document contents.
|
||||
metadata_fields: result fields to include in document metadata.
|
||||
|
||||
"""
|
||||
self._application = app
|
||||
self._query_body = body
|
||||
self._content_field = content_field
|
||||
|
||||
@@ -70,7 +70,7 @@ class TextSplitter(BaseDocumentTransformer, ABC):
|
||||
chunk_size: Maximum size of chunks to return
|
||||
chunk_overlap: Overlap in characters between chunks
|
||||
length_function: Function that measures the length of given chunks
|
||||
keep_separator: Whether or not to keep the separator in the chunks
|
||||
keep_separator: Whether to keep the separator in the chunks
|
||||
add_start_index: If `True`, includes chunk's start index in metadata
|
||||
"""
|
||||
if chunk_overlap > chunk_size:
|
||||
|
||||
@@ -49,6 +49,45 @@ class Milvus(VectorStore):
|
||||
|
||||
IF USING L2/IP metric IT IS HIGHLY SUGGESTED TO NORMALIZE YOUR DATA.
|
||||
|
||||
Args:
|
||||
embedding_function (Embeddings): Function used to embed the text.
|
||||
collection_name (str): Which Milvus collection to use. Defaults to
|
||||
"LangChainCollection".
|
||||
connection_args (Optional[dict[str, any]]): The connection args used for
|
||||
this class comes in the form of a dict, here are a few of the options:
|
||||
address (str): The actual address of Milvus
|
||||
instance. Example address: "localhost:19530"
|
||||
uri (str): The uri of Milvus instance. Example uri:
|
||||
"http://randomwebsite:19530",
|
||||
"tcp:foobarsite:19530",
|
||||
"https://ok.s3.south.com:19530".
|
||||
host (str): The host of Milvus instance. Default at "localhost",
|
||||
PyMilvus will fill in the default host if only port is provided.
|
||||
port (str/int): The port of Milvus instance. Default at 19530, PyMilvus
|
||||
will fill in the default port if only host is provided.
|
||||
user (str): Use which user to connect to Milvus instance. If user and
|
||||
password are provided, we will add related header in every RPC call.
|
||||
password (str): Required when user is provided. The password
|
||||
corresponding to the user.
|
||||
secure (bool): Default is false. If set to true, tls will be enabled.
|
||||
client_key_path (str): If use tls two-way authentication, need to
|
||||
write the client.key path.
|
||||
client_pem_path (str): If use tls two-way authentication, need to
|
||||
write the client.pem path.
|
||||
ca_pem_path (str): If use tls two-way authentication, need to write
|
||||
the ca.pem path.
|
||||
server_pem_path (str): If use tls one-way authentication, need to
|
||||
write the server.pem path.
|
||||
server_name (str): If use tls, need to write the common name.
|
||||
consistency_level (str): The consistency level to use for a collection.
|
||||
Defaults to "Session".
|
||||
index_params (Optional[dict]): Which index params to use. Defaults to
|
||||
HNSW/AUTOINDEX depending on service.
|
||||
search_params (Optional[dict]): Which search params to use. Defaults to
|
||||
default of index.
|
||||
drop_old (Optional[bool]): Whether to drop the current collection. Defaults
|
||||
to False.
|
||||
|
||||
The connection args used for this class comes in the form of a dict,
|
||||
here are a few of the options:
|
||||
address (str): The actual address of Milvus
|
||||
@@ -76,20 +115,6 @@ class Milvus(VectorStore):
|
||||
write the server.pem path.
|
||||
server_name (str): If use tls, need to write the common name.
|
||||
|
||||
Args:
|
||||
embedding_function (Embeddings): Function used to embed the text.
|
||||
collection_name (str): Which Milvus collection to use. Defaults to
|
||||
"LangChainCollection".
|
||||
connection_args (Optional[dict[str, any]]): The arguments for connection to
|
||||
Milvus/Zilliz instance. Defaults to DEFAULT_MILVUS_CONNECTION.
|
||||
consistency_level (str): The consistency level to use for a collection.
|
||||
Defaults to "Session".
|
||||
index_params (Optional[dict]): Which index params to use. Defaults to
|
||||
HNSW/AUTOINDEX depending on service.
|
||||
search_params (Optional[dict]): Which search params to use. Defaults to
|
||||
default of index.
|
||||
drop_old (Optional[bool]): Whether to drop the current collection. Defaults
|
||||
to False.
|
||||
"""
|
||||
try:
|
||||
from pymilvus import Collection, utility
|
||||
|
||||
Reference in new issue
Block a user