From 8e3a1088211d707f098700ff5fbda35b7b3a6a71 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 10:25:18 -0500 Subject: [PATCH 01/14] add config for RTD --- .readthedocs.yaml | 31 +++++++++++++++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 .readthedocs.yaml diff --git a/.readthedocs.yaml b/.readthedocs.yaml new file mode 100644 index 00000000..3afbf093 --- /dev/null +++ b/.readthedocs.yaml @@ -0,0 +1,31 @@ +# Read the Docs configuration file +# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details + +# Required +version: 2 + +# Set the OS, Python version, and other tools you might need +build: + os: ubuntu-24.04 + tools: + python: "3.13" + jobs: + post_create_environment: + # Install poetry + - pip install poetry + # Tell poetry to not use a virtual environment + - poetry config virtualenvs.create false + post_install: + # Install dependencies + - poetry install --with docs + +# Build documentation in the "docs/" directory with Sphinx +sphinx: + configuration: docs/conf.py + +# Optionally, but recommended, +# declare the Python requirements required to build your documentation +# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html +python: + install: + - requirements: docs/requirements.txt From 2c458ae4d91711dc8e85551b8e798b7c8873fe26 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 10:27:53 -0500 Subject: [PATCH 02/14] remove extra python reqs install --- .readthedocs.yaml | 6 ------ 1 file changed, 6 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 3afbf093..cdc6fc38 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -23,9 +23,3 @@ build: sphinx: configuration: docs/conf.py -# Optionally, but recommended, -# declare the Python requirements required to build your documentation -# See https://docs.readthedocs.io/en/stable/guides/reproducible-builds.html -python: - install: - - requirements: docs/requirements.txt From da34be93add680ac83921d45517ddcde4055ca78 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 11:22:06 -0500 Subject: [PATCH 03/14] updates to RTD config --- .readthedocs.yaml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index cdc6fc38..e5fcd991 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -8,11 +8,11 @@ version: 2 build: os: ubuntu-24.04 tools: - python: "3.13" + python: "3.11" jobs: post_create_environment: # Install poetry - - pip install poetry + - python -m pip install poetry==1.8.3 # Tell poetry to not use a virtual environment - poetry config virtualenvs.create false post_install: From eb719642b7fd4e48b183070dd3fae726cd22de8d Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 11:26:51 -0500 Subject: [PATCH 04/14] try different approach --- .readthedocs.yaml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index e5fcd991..3b5b3adf 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -13,11 +13,9 @@ build: post_create_environment: # Install poetry - python -m pip install poetry==1.8.3 - # Tell poetry to not use a virtual environment - - poetry config virtualenvs.create false post_install: # Install dependencies - - poetry install --with docs + - VIRTUAL_ENV=$READTHEDOCS_VIRTUALENV_PATH poetry install --with docs # Build documentation in the "docs/" directory with Sphinx sphinx: From a921c035e16996690e177f16ed51e7eb110e0ed2 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 14:59:02 -0500 Subject: [PATCH 05/14] updates to documentation formatting --- .readthedocs.yaml | 3 + docs/_static/gallery.yaml | 25 +++---- docs/_static/js/sidebar.js | 71 ------------------- docs/_static/version_names.json | 68 ------------------ docs/_templates/custom_sidebar.html | 5 -- docs/_templates/versions.html | 24 ------- docs/api/index.md | 4 +- docs/conf.py | 21 ++---- docs/examples/index.md | 8 +-- docs/index.md | 1 - docs/overview/cli.ipynb | 2 +- docs/user_guide/index.md | 5 +- .../openai_qna_09.ipynb} | 2 +- 13 files changed, 32 insertions(+), 207 deletions(-) delete mode 100644 docs/_static/js/sidebar.js delete mode 100644 docs/_static/version_names.json delete mode 100644 docs/_templates/custom_sidebar.html delete mode 100644 docs/_templates/versions.html rename docs/{examples/openai_qna.ipynb => user_guide/openai_qna_09.ipynb} (99%) diff --git a/.readthedocs.yaml b/.readthedocs.yaml index 3b5b3adf..8d761885 100644 --- a/.readthedocs.yaml +++ b/.readthedocs.yaml @@ -21,3 +21,6 @@ build: sphinx: configuration: docs/conf.py +formats: + - pdf + - epub diff --git a/docs/_static/gallery.yaml b/docs/_static/gallery.yaml index 855dbdbd..159660ad 100644 --- a/docs/_static/gallery.yaml +++ b/docs/_static/gallery.yaml @@ -1,16 +1,17 @@ - - title: Arxiv Paper Search - website: https://docsearch.redisvl.com - img-bottom: ../_static/gallery-images/arxiv-search.png + website: https://github.com/redis-developer/redis-arxiv-search + # img-bottom: ../_static/gallery-images/arxiv-search.png +- title: eCommerce Search + website: https://github.com/redis-developer/redis-product-search - title: Real-Time Embeddings with Redis and Bytewax website: https://github.com/awmatheson/real-time-embeddings - img-bottom: ../_static/gallery-images/bytewax-redis.png -- title: Question and Answer with OpenAI - website: https://www.redisvl.com/docs/html/examples/openai_qna.html - img-bottom: ../_static/gallery-images/RedisOpenAI-QnA.png + # img-bottom: ../_static/gallery-images/bytewax-redis.png +- title: Redis RAG Workbench + website: https://github.com/redis-developer/redis-rag-workbench + # img-bottom: ../_static/gallery-images/RedisOpenAI-QnA.png - title: LLM Recommender for Hotels - website: https://github.com/RedisVentures/LLM-Recommender - img-bottom: ../_static/gallery-images/hotel-recommender.png -- title: Chat YOUR PDF - website: https://github.com/RedisVentures/gcp-redis-llm-stack/tree/main/examples/chat-your-pdf - img-bottom: ../_static/gallery-images/chat-your-pdf.png \ No newline at end of file + website: https://github.com/redis-applied-ai/LLM-Recommender + # img-bottom: ../_static/gallery-images/hotel-recommender.png +- title: Agentic RAG + website: https://github.com/redis-developer/agentic-rag + # img-bottom: ../_static/gallery-images/chat-your-pdf.png diff --git a/docs/_static/js/sidebar.js b/docs/_static/js/sidebar.js deleted file mode 100644 index d713fc99..00000000 --- a/docs/_static/js/sidebar.js +++ /dev/null @@ -1,71 +0,0 @@ -const toc = [ - { header: "Overview", toc: [ - { title: "RedisVL", path: "/index.html" }, - { title: "Install", path: "/overview/installation.html" }, - { title: "CLI", path: "/overview/cli.html" }, - ]}, - { header: "API", toc: [ - { title: "Schema", path: "/api/schema.html"}, - { title: "Search Index", path: "/api/searchindex.html" }, - { title: "Query", path: "/api/query.html" }, - { title: "Filter", path: "/api/filter.html" }, - { title: "Vectorizers", path: "/api/vectorizer.html" }, - { title: "Rerankers", path: "/api/reranker.html" }, - { title: "LLM Cache", path: "/api/cache.html" }, - { title: "LLM Session Manager", path: "/api/session_manager.html" }, - { title: "Semantic Router", path: "/api/router.html" }, - ]}, - { header: "User Guides", toc: [ - { title: "Getting Started", path: "/user_guide/getting_started_01.html" }, - { title: "Query and Filter", path: "/user_guide/hybrid_queries_02.html" }, - { title: "JSON vs Hash Storage", path: "/user_guide/hash_vs_json_05.html" }, - { title: "Using Vectorizers", path: "/user_guide/vectorizers_04.html" }, - { title: "Using Rerankers", path: "/user_guide/rerankers_06.html" }, - { title: "Semantic Caching", path: "/user_guide/llmcache_03.html" }, - { title: "Semantic Routing", path: "/user_guide/semantic_router_08.html" }, - ]}, -]; - -document.addEventListener('DOMContentLoaded', function() { - buildSidebar(toc); -}); - -function getBasePath() { - console.log(window.location.origin); - return window.location.origin -} - -function buildSidebar(toc) { - let tocElement = document.getElementById('toc'); - let base = getBasePath(); - - toc.forEach(section => { - // Create and append the header - let header = document.createElement('h4'); - header.textContent = section.header; - tocElement.appendChild(header); - - // Create a sublist for the nested TOC items - let sublist = document.createElement('ul'); - - section.toc.forEach(item => { - let li = document.createElement('li'); - - // Create an h5 element for the title - let title = document.createElement('h6'); - title.style.margin = '0'; // Optional: Set margin to 0 to compact the list - - // Create a link for the path - let a = document.createElement('a'); - a.textContent = item.title; - a.href = base + item.path; - - // Append the link to the h5 element and then the h5 element to the list item - title.appendChild(a); - li.appendChild(title); - sublist.appendChild(li); - }); - - tocElement.appendChild(sublist); - }); -} \ No newline at end of file diff --git a/docs/_static/version_names.json b/docs/_static/version_names.json deleted file mode 100644 index 5d34c3f8..00000000 --- a/docs/_static/version_names.json +++ /dev/null @@ -1,68 +0,0 @@ -[ - { - "name": "0.3.7 (stable)", - "version": "0.3.7", - "url": "/", - "preferred": true - }, - { - "name": "0.3.6", - "version": "0.3.6", - "url": "/0.3.6/" - }, - { - "name": "0.3.5", - "version": "0.3.5", - "url": "/0.3.5/" - }, - { - "name": "0.3.4", - "version": "0.3.4", - "url": "/0.3.4/" - }, - { - "name": "0.3.3", - "version": "0.3.3", - "url": "/0.3.3/" - }, - { - "name": "0.3.2", - "version": "0.3.2", - "url": "/0.3.2/" - }, - { - "name": "0.3.1", - "version": "0.3.1", - "url": "/0.3.1/" - }, - { - "name": "0.3.0", - "version": "0.3.0", - "url": "/0.3.0/" - }, - { - "name": "0.2.0", - "version": "0.2.0", - "url": "/0.2.0/" - }, - { - "name": "0.1.3", - "version": "0.1.3", - "url": "/0.1.3/" - }, - { - "name": "0.1.2", - "version": "0.1.2", - "url": "/0.1.2/" - }, - { - "name": "0.1.1", - "version": "0.1.1", - "url": "/0.1.1/" - }, - { - "name": "0.1.0", - "version": "0.1.0", - "url": "/0.1.0/" - } -] \ No newline at end of file diff --git a/docs/_templates/custom_sidebar.html b/docs/_templates/custom_sidebar.html deleted file mode 100644 index aeba2a3b..00000000 --- a/docs/_templates/custom_sidebar.html +++ /dev/null @@ -1,5 +0,0 @@ - - - diff --git a/docs/_templates/versions.html b/docs/_templates/versions.html deleted file mode 100644 index fda13685..00000000 --- a/docs/_templates/versions.html +++ /dev/null @@ -1,24 +0,0 @@ - - - -

RedisVL Documentation Versions

-

The following versions of the RedisVL docs are currently available:

-
    - - - -
- - diff --git a/docs/api/index.md b/docs/api/index.md index e6f8ca24..598d9dcd 100644 --- a/docs/api/index.md +++ b/docs/api/index.md @@ -7,8 +7,10 @@ myst: # RedisVL API +Reference documentation for the RedisVL API. + ```{toctree} -:caption: RedisVL +:caption: RedisVL API :maxdepth: 2 schema diff --git a/docs/conf.py b/docs/conf.py index e88cde3b..ba006ade 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -72,8 +72,7 @@ # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] -html_css_files=["css/custom.css", "css/sidebar.css"] -html_js_files=["js/sidebar.js"] +html_css_files=["css/custom.css"]#, "css/sidebar.css"] html_title = "RedisVL" html_context = { "default_mode": "dark" @@ -87,8 +86,7 @@ "doc_path": "docs", } -import redisvl -version = redisvl.__version__ + # This allows us to use ::: to denote directives, useful for admonitions myst_enable_extensions = ["colon_fence"] myst_heading_anchors = 3 @@ -96,20 +94,16 @@ html_theme_options = { "logo": { "text": "RedisVL", - "image_dark": "_static/redis-cube-red-white-rgb.svg", + "image_dark": "_static/Redis_Logo_Red_RGB.svg", "alt_text": "RedisVL", }, "use_edit_page_button": True, "show_toc_level": 4, - "show_nav_level": 3, + "show_nav_level": 2, "navigation_depth": 5, "navbar_align": "content", # [left, content, right] For testing that the navbar items align properly - "secondary_sidebar_items": ["page-toc", "edit-this-page", "sourcelink"], - "switcher": { - "json_url": "_static/version_names.json", - "version_match": version, - }, - "navbar_start": ["navbar-logo", "version-switcher"], + #"secondary_sidebar_items": ["page-toc", "edit-this-page", "sourcelink"], + "navbar_start": ["navbar-logo"], "icon_links": [ { "name": "GitHub", @@ -120,9 +114,6 @@ ] } -html_sidebars = { - "**": ["custom_sidebar.html"] -} autoclass_content = 'both' add_module_names = False diff --git a/docs/examples/index.md b/docs/examples/index.md index fb138c71..b3f08052 100644 --- a/docs/examples/index.md +++ b/docs/examples/index.md @@ -8,6 +8,8 @@ myst: # Example Gallery +Explore community examples of RedisVL in the wild. + ```{note} If you are using RedisVL, please consider adding your example to this page by opening a Pull Request on [GitHub](https://github.com/redis/redis-vl-python) @@ -17,9 +19,3 @@ opening a Pull Request on [GitHub](https://github.com/redis/redis-vl-python) :grid-columns: "1 1 2 2" ``` -```{toctree} -:hidden: - -openai_qna - -``` diff --git a/docs/index.md b/docs/index.md index cb15750a..db2d3a2b 100644 --- a/docs/index.md +++ b/docs/index.md @@ -47,7 +47,6 @@ docker run -d --name redis -p 6379:6379 -p 8001:8001 redis/redis-stack:latest This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`. -> Read more about `redisvl` installation [here](https://redisvl.com/overview/installation.html) ## Table of Contents diff --git a/docs/overview/cli.ipynb b/docs/overview/cli.ipynb index 71f1d4b3..44bd2cc4 100644 --- a/docs/overview/cli.ipynb +++ b/docs/overview/cli.ipynb @@ -37,7 +37,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Index\n", + "## Index\n", "\n", "The ``rvl index`` command can be used for a number of tasks related to creating and managing indices. Whether you are working in Python or another language, this cli tool can still be useful for managing and inspecting your indices.\n", "\n", diff --git a/docs/user_guide/index.md b/docs/user_guide/index.md index 9664a9a3..71c67195 100644 --- a/docs/user_guide/index.md +++ b/docs/user_guide/index.md @@ -6,9 +6,10 @@ myst: --- # User Guides - +User guides provide helpful resources for using RedisVL and its different components. ```{toctree} +:caption: User Guides :maxdepth: 2 getting_started_01 @@ -19,5 +20,5 @@ hash_vs_json_05 rerankers_06 session_manager_07 semantic_router_08 +openai_qna_09 ``` - diff --git a/docs/examples/openai_qna.ipynb b/docs/user_guide/openai_qna_09.ipynb similarity index 99% rename from docs/examples/openai_qna.ipynb rename to docs/user_guide/openai_qna_09.ipynb index a1e59490..93c17615 100644 --- a/docs/examples/openai_qna.ipynb +++ b/docs/user_guide/openai_qna_09.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Question and Answer with OpenAI and RedisVL\n", + "# RAG with OpenAI and RedisVL\n", "\n", "This example shows how to use RedisVL to create a question and answer system using OpenAI's API.\n", "\n", From d8ace76d0edd155d39bf79dc40f97fdb1baecb48 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 15:18:56 -0500 Subject: [PATCH 06/14] more docs updates --- docs/conf.py | 4 +++- docs/index.md | 10 ++++++++-- docs/overview/index.md | 1 + 3 files changed, 12 insertions(+), 3 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index ba006ade..2ea51882 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -85,7 +85,9 @@ "github_version": "main", "doc_path": "docs", } - +html_sidebars = { + 'examples': [] +} # This allows us to use ::: to denote directives, useful for admonitions myst_enable_extensions = ["colon_fence"] diff --git a/docs/index.md b/docs/index.md index db2d3a2b..c39a2faa 100644 --- a/docs/index.md +++ b/docs/index.md @@ -9,7 +9,7 @@ html_theme.sidebar_secondary.remove: false # Redis Vector Library (RedisVL) -RedisVL provides a powerful, dedicated Python client library for using Redis as a [Vector Database](https://redis.com/solutions/use-cases/vector-database). Leverage the speed and reliability of Redis along with vector-based semantic search capabilities to supercharge your application! +A powerful, AI-native Python client library for [Redis](https://redis.io). Leverage the speed, flexibility, and reliability of Redis for real-time data to supercharge your AI application. ```{gallery-grid} :grid-columns: 1 2 2 3 @@ -54,7 +54,13 @@ This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterpris :maxdepth: 2 Overview +API User Guides Example Gallery -API +``` + +```{toctree} +:hidden: + +Changelog ``` diff --git a/docs/overview/index.md b/docs/overview/index.md index a4d290cd..4bbbb2a8 100644 --- a/docs/overview/index.md +++ b/docs/overview/index.md @@ -9,6 +9,7 @@ myst: ```{toctree} +:caption: Overview :maxdepth: 2 installation From 222d3fe5c382963f9a9dd89fcd4cdd377f8ad199 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 15:27:59 -0500 Subject: [PATCH 07/14] remove comment --- docs/conf.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/conf.py b/docs/conf.py index 2ea51882..9d5c4b84 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -72,7 +72,7 @@ # relative to this directory. They are copied after the builtin static files, # so a file named "default.css" will overwrite the builtin "default.css". html_static_path = ['_static'] -html_css_files=["css/custom.css"]#, "css/sidebar.css"] +html_css_files=["css/custom.css"] html_title = "RedisVL" html_context = { "default_mode": "dark" From d9d656417a35527690490377701e2c8073652219 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Wed, 8 Jan 2025 15:36:22 -0500 Subject: [PATCH 08/14] update openai version on notebook --- docs/user_guide/openai_qna_09.ipynb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/user_guide/openai_qna_09.ipynb b/docs/user_guide/openai_qna_09.ipynb index 93c17615..371e8838 100644 --- a/docs/user_guide/openai_qna_09.ipynb +++ b/docs/user_guide/openai_qna_09.ipynb @@ -46,7 +46,7 @@ "source": [ "# first we need to install a few things\n", "\n", - "%pip install pandas wget tenacity tiktoken openai==0.28.1" + "%pip install pandas wget tenacity tiktoken openai==1.13.0" ] }, { From 096bf7175b14822c886ee8c326eca64ffb60fcaf Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Thu, 9 Jan 2025 11:34:20 -0500 Subject: [PATCH 09/14] various link updates --- CONTRIBUTING.md | 4 ++-- README.md | 6 +++--- docs/index.md | 4 ++-- docs/overview/installation.md | 8 ++++---- docs/user_guide/openai_qna_09.ipynb | 2 +- 5 files changed, 12 insertions(+), 12 deletions(-) diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 0f534f15..d0bc2af6 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -87,13 +87,13 @@ poetry run serve-docs ### Getting Redis -In order for your applications to use RedisVL, you must have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/): +In order for your applications to use RedisVL, you must have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.io/cloud/) or locally in docker with [Redis Stack](https://redis.io/docs/latest/operate/oss_and_stack/install/install-stack/docker/): ```bash docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest ``` -This will also spin up the [FREE RedisInsight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`. +This will also spin up the [FREE RedisInsight GUI](https://redis.io/insight/) at `http://localhost:8001`. ## How to Report a Bug diff --git a/README.md b/README.md index c6f73fa2..4ee74982 100644 --- a/README.md +++ b/README.md @@ -62,9 +62,9 @@ Choose from multiple Redis deployment options: docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest ``` 3. [Redis Enterprise](https://redis.io/enterprise/): Commercial, self-hosted database -4. [Azure Cache for Redis Enterprise](https://learn.microsoft.com/azure/azure-cache-for-redis/quickstart-create-redis-enterprise): Fully managed Redis Enterprise on Azure +4. [Azure Managed Redis](https://azure.microsoft.com/en-us/products/managed-redis): Fully managed Redis Enterprise on Azure -> Enhance your experience and observability with the free [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/). +> Enhance your experience and observability with the free [Redis Insight GUI](https://redis.io/insight/). # Overview @@ -371,4 +371,4 @@ For additional help, check out the following resources: Please help us by contributing PRs, opening GitHub issues for bugs or new feature ideas, improving documentation, or increasing test coverage. [Read more about how to contribute!](CONTRIBUTING.md) ## 🚧 Maintenance -This project is supported by [Redis, Inc](https://redis.com) on a good faith effort basis. To report bugs, request features, or receive assistance, please [file an issue](https://github.com/redis/redis-vl-python/issues). +This project is supported by [Redis, Inc](https://redis.io) on a good faith effort basis. To report bugs, request features, or receive assistance, please [file an issue](https://github.com/redis/redis-vl-python/issues). diff --git a/docs/index.md b/docs/index.md index c39a2faa..ef345fd8 100644 --- a/docs/index.md +++ b/docs/index.md @@ -39,13 +39,13 @@ Install `redisvl` into your Python (>=3.8) environment using `pip`: pip install redisvl ``` -Then make sure to have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.com/try-free) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/): +Then make sure to have [Redis](https://redis.io) accessible with Search & Query features enabled on [Redis Cloud](https://redis.io/cloud) or locally in docker with [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/): ```bash docker run -d --name redis -p 6379:6379 -p 8001:8001 redis/redis-stack:latest ``` -This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`. +This will also spin up the [Redis Insight GUI](https://redis.io/insight/) at `http://localhost:8001`. ## Table of Contents diff --git a/docs/overview/installation.md b/docs/overview/installation.md index e4c996f4..af94d5e9 100644 --- a/docs/overview/installation.md +++ b/docs/overview/installation.md @@ -55,7 +55,7 @@ $ pip install -e . RedisVL requires a distribution of Redis that supports the [Search and Query](https://redis.com/modules/redis-search/) capability of which there are 3: offering -1. [Redis Cloud](https://redis.com/try-free), a fully managed cloud offering +1. [Redis Cloud](https://redis.io/cloud), a fully managed cloud offering 2. [Redis Stack](https://redis.io/docs/getting-started/install-stack/docker/), a local docker image for testing and development 3. [Redis Enterprise](https://redis.com/redis-enterprise/), a commercial self-hosted @@ -63,7 +63,7 @@ offering ### Redis Cloud -Redis Cloud is the easiest way to get started with RedisVL. You can sign up for a free account [here](https://redis.com/try-free). Make sure to have the `Search and Query` +Redis Cloud is the easiest way to get started with RedisVL. You can sign up for a free account [here](https://redis.io/cloud). Make sure to have the `Search and Query` capability enabled when creating your database. @@ -76,11 +76,11 @@ in a docker container. To do so, run the following command: docker run -d --name redis-stack -p 6379:6379 -p 8001:8001 redis/redis-stack:latest ``` -This will also spin up the [Redis Insight GUI](https://redis.com/redis-enterprise/redis-insight/) at `http://localhost:8001`. +This will also spin up the [Redis Insight GUI](https://redis.io/insight/) at `http://localhost:8001`. ### Redis Enterprise (self-hosted) -Redis Enterprise is a commercial offering that can be self-hosted. You can download the latest version [here](https://redis.com/redis-enterprise-software/download-center/software/). +Redis Enterprise is a commercial offering that can be self-hosted. You can download the latest version [here](https://redis.io/downloads/). If you are considering a self-hosted Redis Enterprise deployment on Kubernetes, there is the [Redis Enterprise Operator](https://docs.redis.com/latest/kubernetes/) for Kubernetes. This will allow you to easily deploy and manage a Redis Enterprise cluster on Kubernetes. \ No newline at end of file diff --git a/docs/user_guide/openai_qna_09.ipynb b/docs/user_guide/openai_qna_09.ipynb index 371e8838..c14c7f38 100644 --- a/docs/user_guide/openai_qna_09.ipynb +++ b/docs/user_guide/openai_qna_09.ipynb @@ -46,7 +46,7 @@ "source": [ "# first we need to install a few things\n", "\n", - "%pip install pandas wget tenacity tiktoken openai==1.13.0" + "!pip install pandas wget tenacity tiktoken openai==1.13.0" ] }, { From 083580ef5b13fe3b97b8b01095152ecaf4d34c32 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Thu, 9 Jan 2025 12:27:45 -0500 Subject: [PATCH 10/14] remove redundant example and update header --- docs/overview/cli.ipynb | 2 +- docs/user_guide/index.md | 1 - docs/user_guide/openai_qna_09.ipynb | 1082 --------------------------- 3 files changed, 1 insertion(+), 1084 deletions(-) delete mode 100644 docs/user_guide/openai_qna_09.ipynb diff --git a/docs/overview/cli.ipynb b/docs/overview/cli.ipynb index 44bd2cc4..20555e2d 100644 --- a/docs/overview/cli.ipynb +++ b/docs/overview/cli.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# ``rvl`` ~ The RedisVL CLI\n", + "# The RedisVL CLI\n", "\n", "RedisVL is a Python library with a dedicated CLI to help load and create vector search indices within Redis.\n", "\n", diff --git a/docs/user_guide/index.md b/docs/user_guide/index.md index 71c67195..e5633ba6 100644 --- a/docs/user_guide/index.md +++ b/docs/user_guide/index.md @@ -20,5 +20,4 @@ hash_vs_json_05 rerankers_06 session_manager_07 semantic_router_08 -openai_qna_09 ``` diff --git a/docs/user_guide/openai_qna_09.ipynb b/docs/user_guide/openai_qna_09.ipynb deleted file mode 100644 index c14c7f38..00000000 --- a/docs/user_guide/openai_qna_09.ipynb +++ /dev/null @@ -1,1082 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# RAG with OpenAI and RedisVL\n", - "\n", - "This example shows how to use RedisVL to create a question and answer system using OpenAI's API.\n", - "\n", - "In this notebook we will\n", - "1. Download a dataset of wikipedia articles (thanks to OpenAI's CDN)\n", - "2. Create embeddings for each article\n", - "3. Create a RedisVL index and store the embeddings with metadata\n", - "4. Construct a simple QnA system using the index and GPT-3\n", - "5. Improve the QnA system with LLM caching\n", - "\n", - "\n", - "The image below shows the architecture of the system we will create in this notebook.\n", - "\n", - "![Diagram](https://github.com/RedisVentures/redis-openai-qna/raw/main/app/assets/RedisOpenAI-QnA-Architecture.drawio.png)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Setup\n", - "\n", - "In order to run this example, you will need to have a Redis Stack running locally (or spin up for free on [Redis Cloud](https://redis.com/try-free)). You can do this by running the following command in your terminal:\n", - "\n", - "```bash\n", - "docker run --name redis -d -p 6379:6379 -p 8001:8001 redis/redis-stack:latest\n", - "```\n", - "\n", - "This will also provide the RedisInsight GUI at http://localhost:8001\n", - "\n", - "Next, we will install the dependencies for this notebook." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "# first we need to install a few things\n", - "\n", - "!pip install pandas wget tenacity tiktoken openai==1.13.0" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "import wget\n", - "import pandas as pd\n", - "\n", - "embeddings_url = 'https://cdn.openai.com/API/examples/data/wikipedia_articles_2000.csv'\n", - "\n", - "wget.download(embeddings_url)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " id url \\\n", - "0 3661 https://simple.wikipedia.org/wiki/Photon \n", - "1 7796 https://simple.wikipedia.org/wiki/Thomas%20Dolby \n", - "2 67912 https://simple.wikipedia.org/wiki/Embroidery \n", - "3 44309 https://simple.wikipedia.org/wiki/Consecutive%... \n", - "4 41741 https://simple.wikipedia.org/wiki/German%20Empire \n", - "\n", - " title text \n", - "0 Photon Photons (from Greek φως, meaning light), in m... \n", - "1 Thomas Dolby Thomas Dolby (born Thomas Morgan Robertson; 14... \n", - "2 Embroidery Embroidery is the art of decorating fabric or ... \n", - "3 Consecutive integer Consecutive numbers are numbers that follow ea... \n", - "4 German Empire The German Empire (\"Deutsches Reich\" or \"Deuts... " - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "df = pd.read_csv('wikipedia_articles_2000.csv')\n", - "df = df.drop(columns=['Unnamed: 0'])\n", - "df.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Data Preparation\n", - "\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Text Chunking\n", - "\n", - "In order to create embeddings for the articles, we will need to chunk the text into smaller pieces. This is because there is a maximum length of text that can be sent to the OpenAI API. The code that follows pulls heavily from this [notebook](https://github.com/openai/openai-cookbook/blob/main/apps/enterprise-knowledge-retrieval/enterprise_knowledge_retrieval.ipynb) by OpenAI\n" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "TEXT_EMBEDDING_CHUNK_SIZE = 1000\n", - "EMBEDDINGS_MODEL = \"text-embedding-ada-002\"\n", - "\n", - "\n", - "def chunks(text, n, tokenizer):\n", - " tokens = tokenizer.encode(text)\n", - " \"\"\"Yield successive n-sized chunks from text.\n", - "\n", - " Split a text into smaller chunks of size n, preferably ending at the end of a sentence\n", - " \"\"\"\n", - " i = 0\n", - " while i < len(tokens):\n", - " # Find the nearest end of sentence within a range of 0.5 * n and 1.5 * n tokens\n", - " j = min(i + int(1.5 * n), len(tokens))\n", - " while j > i + int(0.5 * n):\n", - " # Decode the tokens and check for full stop or newline\n", - " chunk = tokenizer.decode(tokens[i:j])\n", - " if chunk.endswith(\".\") or chunk.endswith(\"\\n\"):\n", - " break\n", - " j -= 1\n", - " # If no end of sentence found, use n tokens as the chunk size\n", - " if j == i + int(0.5 * n):\n", - " j = min(i + n, len(tokens))\n", - " yield tokens[i:j]\n", - " i = j\n", - "\n", - "def get_unique_id_for_file_chunk(title, chunk_index):\n", - " return str(title+\"-!\"+str(chunk_index))\n", - "\n", - "def chunk_text(record, tokenizer):\n", - " chunked_records = []\n", - "\n", - " url = record['url']\n", - " title = record['title']\n", - " file_body_string = record['text']\n", - "\n", - " \"\"\"Return a list of tuples (text_chunk, embedding) for a text.\"\"\"\n", - " token_chunks = list(chunks(file_body_string, TEXT_EMBEDDING_CHUNK_SIZE, tokenizer))\n", - " text_chunks = [f'Title: {title};\\n'+ tokenizer.decode(chunk) for chunk in token_chunks]\n", - "\n", - " for i, text_chunk in enumerate(text_chunks):\n", - " doc_id = get_unique_id_for_file_chunk(title, i)\n", - " chunked_records.append(({\"id\": doc_id,\n", - " \"url\": url,\n", - " \"title\": title,\n", - " \"content\": text_chunk,\n", - " \"file_chunk_index\": i}))\n", - " return chunked_records" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "# Initialise tokenizer\n", - "import tiktoken\n", - "oai_tokenizer = tiktoken.get_encoding(\"cl100k_base\")\n", - "\n", - "records = []\n", - "for _, record in df.iterrows():\n", - " records.extend(chunk_text(record, oai_tokenizer))" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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2Thomas Dolby-!0https://simple.wikipedia.org/wiki/Thomas%20DolbyThomas DolbyTitle: Thomas Dolby;\\nThomas Dolby (born Thoma...0
3Embroidery-!0https://simple.wikipedia.org/wiki/EmbroideryEmbroideryTitle: Embroidery;\\nEmbroidery is the art of d...0
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" - ], - "text/plain": [ - " id url \\\n", - "0 Photon-!0 https://simple.wikipedia.org/wiki/Photon \n", - "1 Photon-!1 https://simple.wikipedia.org/wiki/Photon \n", - "2 Thomas Dolby-!0 https://simple.wikipedia.org/wiki/Thomas%20Dolby \n", - "3 Embroidery-!0 https://simple.wikipedia.org/wiki/Embroidery \n", - "4 Consecutive integer-!0 https://simple.wikipedia.org/wiki/Consecutive%... \n", - "\n", - " title content \\\n", - "0 Photon Title: Photon;\\nPhotons (from Greek φως, mean... \n", - "1 Photon Title: Photon;\\nElementary particles \n", - "2 Thomas Dolby Title: Thomas Dolby;\\nThomas Dolby (born Thoma... \n", - "3 Embroidery Title: Embroidery;\\nEmbroidery is the art of d... \n", - "4 Consecutive integer Title: Consecutive integer;\\nConsecutive numbe... \n", - "\n", - " file_chunk_index \n", - "0 0 \n", - "1 1 \n", - "2 0 \n", - "3 0 \n", - "4 0 " - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "chunked_data = pd.DataFrame(records)\n", - "chunked_data.head()" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Embedding Creation\n", - "\n", - "With the text broken up into chunks, we can create embeddings with the [`OpenAITextVectorizer`](https://www.redisvl.com/user_guide/vectorizers_04.html#openai). This provider uses the OpenAI API to create embeddings for the text. The code below shows how to create embeddings for the text chunks." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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2688Alanis Morissette-!1https://simple.wikipedia.org/wiki/Alanis%20Mor...Alanis MorissetteTitle: Alanis Morissette;\\nTwin people from Ca...1b'Ii4\\xbc\\x8e>\\xe0\\xbc\\x18]\\x07\\xbb%\\xa0\\x92\\x...
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Work (physics) \n", - "2691 https://simple.wikipedia.org/wiki/Syllable Syllable \n", - "2692 https://simple.wikipedia.org/wiki/Syllable Syllable \n", - "\n", - " content file_chunk_index \\\n", - "0 Title: Photon;\\nPhotons (from Greek φως, mean... 0 \n", - "1 Title: Photon;\\nElementary particles 1 \n", - "2 Title: Thomas Dolby;\\nThomas Dolby (born Thoma... 0 \n", - "3 Title: Embroidery;\\nEmbroidery is the art of d... 0 \n", - "4 Title: Consecutive integer;\\nConsecutive numbe... 0 \n", - "... ... ... \n", - "2688 Title: Alanis Morissette;\\nTwin people from Ca... 1 \n", - "2689 Title: Brontosaurus;\\nBrontosaurus is a genus... 0 \n", - "2690 Title: Work (physics);\\nIn physics, a force do... 0 \n", - "2691 Title: Syllable;\\nA syllable is a unit of pron... 0 \n", - "2692 Title: Syllable;\\nGrammar 1 \n", - "\n", - " embedding \n", - "0 b'\\x9e\\xbf\\xc9;\\xca\\x8e\\xfb;\\x00\\xf8P\\xbc\\xe5\\... \n", - "1 b'd\\xda#\\xbc\\xb7\\xf1\\x8c<\\xea\\xd0m\\xbc\\x13\\x8b... \n", - "2 b'NG\\xce\\xbck\\xf0\\xb2;\\x81\\xed\\xd7\\xbc\\xb6\\x94... \n", - "3 b'\\xa4\\xba\\xf5\\xbcS\\xf3\\x02\\xbc\\xa1\\x15O\\xbc\\x... \n", - "4 b'0(\\xfa\\xbb\\x81\\xd2\\xd9;\\xaf\\x92\\x9a;\\xd3FL\\x... \n", - "... ... \n", - "2688 b'Ii4\\xbc\\x8e>\\xe0\\xbc\\x18]\\x07\\xbb%\\xa0\\x92\\x... \n", - "2689 b'\\xad\\xa5\\xdb\\xbc\\xa5\\xa5\\xba:\\xb4\"\\x81\\xbc\\x... \n", - "2690 b'\\x97\\x82\\xb9\\xbbL\\x90d\\xbc\\xb7G\\x9c\\xba\\x94g... \n", - "2691 b'\\xe4\\xa3\\x1c:\\x83g\\x90<\\x99=s;*[E\\xbb\\x10 \"\\... \n", - "2692 b'T,-\\xbbS\\xe5\\x87;\\x1c\\x0f\\x9d:\\xc4\\xd4\\xcd:\\... \n", - "\n", - "[2693 rows x 6 columns]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import os\n", - "import getpass\n", - "\n", - "from redisvl.utils.vectorize import OpenAITextVectorizer\n", - "\n", - "api_key = os.getenv(\"OPENAI_API_KEY\") or getpass.getpass(\"Enter your OpenAI API key: \")\n", - "oaip = OpenAITextVectorizer(EMBEDDINGS_MODEL, api_config={\"api_key\": api_key})\n", - "\n", - "chunked_data[\"embedding\"] = oaip.embed_many(chunked_data[\"content\"].tolist(), as_buffer=True, dtype=\"float32\")\n", - "chunked_data" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Construct the ``SearchIndex``\n", - "\n", - "Now that we have the embeddings, we can create a ``SearchIndex`` to store them in Redis. We will use the ``SearchIndex`` to store the embeddings and metadata for each article." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Define the wikipedia `IndexSchema`" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Overwriting wiki_schema.yaml\n" - ] - } - ], - "source": [ - "%%writefile wiki_schema.yaml\n", - "\n", - "version: '0.1.0'\n", - "\n", - "index:\n", - " name: wikipedia\n", - " prefix: chunk\n", - "\n", - "fields:\n", - " - name: content\n", - " type: text\n", - " - name: title\n", - " type: text\n", - " - name: id\n", - " type: tag\n", - " - name: embedding\n", - " type: vector\n", - " attrs:\n", - " dims: 1536\n", - " distance_metric: cosine\n", - " algorithm: flat" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [], - "source": [ - "import redis.asyncio as redis\n", - "\n", - "from redisvl.index import AsyncSearchIndex\n", - "from redisvl.schema import IndexSchema\n", - "\n", - "\n", - "client = redis.Redis.from_url(\"redis://localhost:6379\")\n", - "schema = IndexSchema.from_yaml(\"wiki_schema.yaml\")\n", - "\n", - "index = await AsyncSearchIndex(schema).set_client(client)\n", - "\n", - "await index.create()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\u001b[32m16:00:26\u001b[0m \u001b[34m[RedisVL]\u001b[0m \u001b[1;30mINFO\u001b[0m Indices:\n", - "\u001b[32m16:00:26\u001b[0m \u001b[34m[RedisVL]\u001b[0m \u001b[1;30mINFO\u001b[0m 1. wikipedia\n" - ] - } - ], - "source": [ - "!rvl index listall" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### Load the wikipedia dataset" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [], - "source": [ - "keys = await index.load(chunked_data.to_dict(orient=\"records\"))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Build a simple QnA System\n", - "\n", - "Now that we have the data and the embeddings, we can build the QnA system. The system will perform three actions\n", - "\n", - "1. Embed the user question and search for the most similar content\n", - "2. Make a prompt with the query and retrieved content\n", - "3. Send the prompt to the OpenAI API and return the answer\n" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "import openai\n", - "\n", - "from redisvl.query import VectorQuery" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "CHAT_MODEL = \"gpt-3.5-turbo\"\n", - "\n", - "def make_prompt(query, content):\n", - " retrieval_prompt = f'''Use the content to answer the search query the customer has sent.\n", - " If you can't answer the user's question, do not guess. If there is no content, respond with \"I don't know\".\n", - "\n", - " Search query:\n", - "\n", - " {query}\n", - "\n", - " Content:\n", - "\n", - " {content}\n", - "\n", - " Answer:\n", - " '''\n", - " return retrieval_prompt\n", - "\n", - "async def retrieve_context(index: AsyncSearchIndex, query: str):\n", - " # Embed the query\n", - " query_embedding = await oaip.aembed(query)\n", - "\n", - " # Get the top result from the index\n", - " vector_query = VectorQuery(\n", - " vector=query_embedding,\n", - " vector_field_name=\"embedding\",\n", - " return_fields=[\"content\"],\n", - " num_results=1\n", - " )\n", - "\n", - " results = await index.query(vector_query)\n", - " content = \"\"\n", - " if len(results) > 1:\n", - " content = results[0][\"content\"]\n", - " return content\n", - "\n", - "async def answer_question(index: AsyncSearchIndex, query: str):\n", - " # Retrieve the context\n", - " content = await retrieve_context(index, query)\n", - "\n", - " prompt = make_prompt(query, content)\n", - " retrieval = await openai.ChatCompletion.acreate(\n", - " model=CHAT_MODEL,\n", - " messages=[{'role':\"user\", 'content': prompt}],\n", - " max_tokens=50\n", - " )\n", - "\n", - " # Response provided by GPT-3.5\n", - " return retrieval['choices'][0]['message']['content']" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['A Brontosaurus, also known as Apatosaurus, is a type of large, long-necked',\n", - " 'dinosaur that lived during the Late Jurassic Period, about 150 million years',\n", - " 'ago. They were herbivores and belonged to the saurop']" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "import textwrap\n", - "\n", - "question = \"What is a Brontosaurus?\"\n", - "textwrap.wrap(await answer_question(index, question), width=80)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "\"I don't know.\"" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Question that makes no sense\n", - "question = \"What is a trackiosamidon?\"\n", - "await answer_question(index, question)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "['Alanis Morissette is a Canadian-American singer-songwriter and',\n", - " 'actress. She gained international fame with her third studio album,',\n", - " '\"Jagged Little Pill,\" released in 1995. The album went on to become a',\n", - " 'massive success, selling over']" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "question = \"Tell me about the life of Alanis Morissette\"\n", - "textwrap.wrap(await answer_question(index, question))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Improve the QnA System with LLM caching\n", - "\n", - "The QnA system we built above is pretty good, but we can use the `SemanticCache` to improve the throughput and stability. The ``SemanticCache`` will store the results of previous queries and return them if the query is similar enough to a previous query. This will reduce the number of round trip queries we need to send to the OpenAI API.\n", - "\n", - "> Note this technique will work assuming we expect a similar profile of queries to be asked." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "from redisvl.extensions.llmcache import SemanticCache\n", - "\n", - "cache = SemanticCache(name=\"qna_cache\", redis_url=\"redis://localhost:6379\", distance_threshold=0.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "async def answer_question(index: AsyncSearchIndex, query: str):\n", - "\n", - " # check the cache\n", - " if result := cache.check(prompt=query):\n", - " return result[0]['response']\n", - "\n", - " # Retrieve the context\n", - " content = await retrieve_context(index, query)\n", - "\n", - " prompt = make_prompt(query, content)\n", - " retrieval = await openai.ChatCompletion.acreate(\n", - " model=CHAT_MODEL,\n", - " messages=[{'role':\"user\", 'content': prompt}],\n", - " max_tokens=500\n", - " )\n", - "\n", - " # Response provided by GPT-3.5\n", - " answer = retrieval['choices'][0]['message']['content']\n", - "\n", - " # cache the query_embedding and answer\n", - " cache.store(query, answer)\n", - " return answer" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken: 6.253775119781494\n", - "\n" - ] - }, - { - "data": { - "text/plain": [ - "['Alanis Morissette is a Canadian singer, songwriter, and actress. She was born on',\n", - " 'June 1, 1974, in Ottawa, Ontario, Canada. Morissette began her career in the',\n", - " 'music industry as a child, releasing her first album \"Alanis\" in 1991. However,',\n", - " 'it was her third studio album, \"Jagged Little Pill,\" released in 1995, that',\n", - " 'brought her international fame and critical acclaim. The album sold over 33',\n", - " 'million copies worldwide and produced hit singles such as \"You Oughta Know,\"',\n", - " '\"Ironic,\" and \"Hand in My Pocket.\" Throughout her career, Morissette has',\n", - " 'continued to release successful albums and has received numerous awards,',\n", - " 'including Grammy Awards, Juno Awards, and Billboard Music Awards. Her music',\n", - " 'often explores themes of love, relationships, self-discovery, and spirituality.',\n", - " 'Some of her other notable albums include \"Supposed Former Infatuation Junkie,\"',\n", - " '\"Under Rug Swept,\" and \"Flavors of Entanglement.\" In addition to her music',\n", - " 'career, Alanis Morissette has also ventured into acting. She has appeared in',\n", - " 'films such as \"Dogma\" and \"Radio Free Albemuth,\" as well as on television shows',\n", - " 'like \"Weeds\" and \"Sex and the City.\" Offstage, Morissette has been open about',\n", - " 'her struggles with mental health and has become an advocate for mental wellness.',\n", - " 'She has also expressed her views on feminism and spirituality in her music and',\n", - " 'interviews. Overall, Alanis Morissette has had a successful and influential',\n", - " 'career in the music industry, with her powerful and emotional songs resonating',\n", - " 'with audiences around the world.']" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ask a question to cache an answer\n", - "import time\n", - "start = time.time()\n", - "question = \"Tell me about the life of Alanis Morissette\"\n", - "answer = await answer_question(index, question)\n", - "print(f\"Time taken: {time.time() - start}\\n\")\n", - "textwrap.wrap(answer, width=80)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken with cache: 0.3175082206726074\n", - "\n" - ] - }, - { - "data": { - "text/plain": [ - "['Alanis Morissette is a Canadian-American singer, songwriter, and actress. She',\n", - " 'rose to fame in the 1990s with her breakthrough album \"Jagged Little Pill,\"',\n", - " 'which became one of the best-selling albums of all time. Born on June 1, 1974,',\n", - " 'in Ottawa, Ontario, Morissette began her career as a teen pop star in Canada',\n", - " 'before transitioning to alternative rock. Throughout her career, Morissette has',\n", - " 'released several successful albums and has won numerous awards, including',\n", - " 'multiple Grammy Awards. Her music often explores themes of female empowerment,',\n", - " 'personal introspection, and social commentary. Some of her notable songs include',\n", - " '\"Ironic,\" \"You Oughta Know,\" and \"Hand in My Pocket.\" In addition to her music',\n", - " 'career, Morissette has also acted in various films and television shows. She is',\n", - " 'known for her roles in movies such as \"Dogma\" and \"Jay and Silent Bob Strike',\n", - " 'Back.\" Morissette has been transparent about her personal struggles, including',\n", - " 'her experiences with eating disorders, depression, and postpartum depression.',\n", - " 'She has used her platform to advocate for mental health awareness and has been',\n", - " 'involved in various charitable causes. Overall, Alanis Morissette has had a',\n", - " 'successful and influential career in the music industry while also making an',\n", - " 'impact beyond music.']" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Same question, return cached answer, save time, save money :)\n", - "start = time.time()\n", - "answer = await answer_question(index, question)\n", - "print(f\"Time taken with cache: {time.time() - start}\\n\")\n", - "textwrap.wrap(answer, width=80)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Time taken with the cache: 0.26262593269348145\n", - "\n" - ] - }, - { - "data": { - "text/plain": [ - "['Alanis Morissette is a Canadian-American singer, songwriter, and actress. She',\n", - " 'rose to fame in the 1990s with her breakthrough album \"Jagged Little Pill,\"',\n", - " 'which became one of the best-selling albums of all time. Born on June 1, 1974,',\n", - " 'in Ottawa, Ontario, Morissette began her career as a teen pop star in Canada',\n", - " 'before transitioning to alternative rock. Throughout her career, Morissette has',\n", - " 'released several successful albums and has won numerous awards, including',\n", - " 'multiple Grammy Awards. Her music often explores themes of female empowerment,',\n", - " 'personal introspection, and social commentary. Some of her notable songs include',\n", - " '\"Ironic,\" \"You Oughta Know,\" and \"Hand in My Pocket.\" In addition to her music',\n", - " 'career, Morissette has also acted in various films and television shows. She is',\n", - " 'known for her roles in movies such as \"Dogma\" and \"Jay and Silent Bob Strike',\n", - " 'Back.\" Morissette has been transparent about her personal struggles, including',\n", - " 'her experiences with eating disorders, depression, and postpartum depression.',\n", - " 'She has used her platform to advocate for mental health awareness and has been',\n", - " 'involved in various charitable causes. Overall, Alanis Morissette has had a',\n", - " 'successful and influential career in the music industry while also making an',\n", - " 'impact beyond music.']" - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# ask a semantically similar question returns the same answer from the cache\n", - "# but isn't exactly the same question. In this case, the semantic similarity between\n", - "# the questions is greater than the threshold of 0.8 the cache is set to.\n", - "start = time.time()\n", - "question = \"Who is Alanis Morissette?\"\n", - "answer = await answer_question(index, question)\n", - "print(f\"Time taken with the cache: {time.time() - start}\\n\")\n", - "textwrap.wrap(answer, width=80)" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": {}, - "outputs": [], - "source": [ - "# Cleanup\n", - "await index.delete()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "rvl", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.12.2" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} From 4b9facd96cf5ec7dc98a92e9199a90be100b1fac Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Thu, 9 Jan 2025 13:23:50 -0500 Subject: [PATCH 11/14] more link updates --- docs/user_guide/getting_started_01.ipynb | 4 ++-- docs/user_guide/hash_vs_json_05.ipynb | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/user_guide/getting_started_01.ipynb b/docs/user_guide/getting_started_01.ipynb index 95615ef0..54a57bc6 100644 --- a/docs/user_guide/getting_started_01.ipynb +++ b/docs/user_guide/getting_started_01.ipynb @@ -20,7 +20,7 @@ "\n", "Prerequisites:\n", "- Ensure `redisvl` is installed in your Python environment.\n", - "- Have a running instance of [Redis Stack](https://redis.io/docs/install/install-stack/) or [Redis Cloud](https://redis.com/try-free).\n", + "- Have a running instance of [Redis Stack](https://redis.io/docs/install/install-stack/) or [Redis Cloud](https://redis.io/cloud).\n", "\n", "_____" ] @@ -711,7 +711,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.14" + "version": "3.11.10" }, "orig_nbformat": 4, "vscode": { diff --git a/docs/user_guide/hash_vs_json_05.ipynb b/docs/user_guide/hash_vs_json_05.ipynb index 9cb0092b..071cff5c 100644 --- a/docs/user_guide/hash_vs_json_05.ipynb +++ b/docs/user_guide/hash_vs_json_05.ipynb @@ -22,7 +22,7 @@ "docker run -d -p 6379:6379 -p 8001:8001 redis/redis-stack:latest\n", "```\n", "\n", - "Or create a [FREE Redis Cloud](https://redis.com/try-free)." + "Or create a [FREE Redis Cloud](https://redis.io/cloud)." ] }, { From f748dbd1485f9da880c916ae0bd1cef65b2ae1fd Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Thu, 9 Jan 2025 17:40:09 -0500 Subject: [PATCH 12/14] clean up and review feedback --- .docs_static/.nojekyll | 0 .docs_static/CNAME | 1 - .docs_static/index.html | 1 - README.md | 60 +++++++++--------- .../gallery-images/RedisOpenAI-QnA.png | Bin 170865 -> 0 bytes docs/_static/gallery-images/arxiv-search.png | Bin 359900 -> 0 bytes docs/_static/gallery-images/bytewax-redis.png | Bin 95338 -> 0 bytes docs/_static/gallery-images/chat-your-pdf.png | Bin 120853 -> 0 bytes .../gallery-images/hotel-recommender.png | Bin 528638 -> 0 bytes docs/_static/gallery.yaml | 5 -- docs/conf.py | 5 +- docs/user_guide/hybrid_queries_02.ipynb | 2 +- pyproject.toml | 2 +- 13 files changed, 36 insertions(+), 40 deletions(-) delete mode 100644 .docs_static/.nojekyll delete mode 100644 .docs_static/CNAME delete mode 100644 .docs_static/index.html delete mode 100644 docs/_static/gallery-images/RedisOpenAI-QnA.png delete mode 100644 docs/_static/gallery-images/arxiv-search.png delete mode 100644 docs/_static/gallery-images/bytewax-redis.png delete mode 100644 docs/_static/gallery-images/chat-your-pdf.png delete mode 100644 docs/_static/gallery-images/hotel-recommender.png diff --git a/.docs_static/.nojekyll b/.docs_static/.nojekyll deleted file mode 100644 index e69de29b..00000000 diff --git a/.docs_static/CNAME b/.docs_static/CNAME deleted file mode 100644 index 9b81a347..00000000 --- a/.docs_static/CNAME +++ /dev/null @@ -1 +0,0 @@ -www.redisvl.com \ No newline at end of file diff --git a/.docs_static/index.html b/.docs_static/index.html deleted file mode 100644 index 4e7908c6..00000000 --- a/.docs_static/index.html +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/README.md b/README.md index 4ee74982..53c50d14 100644 --- a/README.md +++ b/README.md @@ -21,7 +21,7 @@
Home    - Documentation    + Documentation    Recipes   

@@ -49,7 +49,7 @@ Install `redisvl` into your Python (>=3.8) environment using `pip`: ```bash pip install redisvl ``` -> For more detailed instructions, visit the [installation guide](https://www.redisvl.com/overview/installation.html). +> For more detailed instructions, visit the [installation guide](https://docs.redisvl.com/overview/installation.html). ## Setting up Redis @@ -71,7 +71,7 @@ Choose from multiple Redis deployment options: ## 🗃️ Redis Index Management -1. [Design a schema for your use case](https://www.redisvl.com/user_guide/getting_started_01.html#define-an-indexschema) that models your dataset with built-in Redis and indexable fields (*e.g. text, tags, numerics, geo, and vectors*). [Load a schema](https://www.redisvl.com/user_guide/getting_started_01.html#example-schema-creation) from a YAML file: +1. [Design a schema for your use case](https://docs.redisvl.com/user_guide/getting_started_01.html#define-an-indexschema) that models your dataset with built-in Redis and indexable fields (*e.g. text, tags, numerics, geo, and vectors*). [Load a schema](https://docs.redisvl.com/user_guide/getting_started_01.html#example-schema-creation) from a YAML file: ```yaml index: name: user-idx @@ -121,7 +121,7 @@ Choose from multiple Redis deployment options: }) ``` -2. [Create a SearchIndex](https://www.redisvl.com/user_guide/getting_started_01.html#create-a-searchindex) class with an input schema and client connection in order to perform admin and search operations on your index in Redis: +2. [Create a SearchIndex](https://docs.redisvl.com/user_guide/getting_started_01.html#create-a-searchindex) class with an input schema and client connection in order to perform admin and search operations on your index in Redis: ```python from redis import Redis from redisvl.index import SearchIndex @@ -133,10 +133,10 @@ Choose from multiple Redis deployment options: # Create the index in Redis index.create() ``` - > Async compliant search index class also available: [AsyncSearchIndex](https://www.redisvl.com/api/searchindex.html#redisvl.index.AsyncSearchIndex). + > Async compliant search index class also available: [AsyncSearchIndex](https://docs.redisvl.com/api/searchindex.html#redisvl.index.AsyncSearchIndex). -3. [Load](https://www.redisvl.com/user_guide/getting_started_01.html#load-data-to-searchindex) -and [fetch](https://www.redisvl.com/user_guide/getting_started_01.html#fetch-an-object-from-redis) data to/from your Redis instance: +3. [Load](https://docs.redisvl.com/user_guide/getting_started_01.html#load-data-to-searchindex) +and [fetch](https://docs.redisvl.com/user_guide/getting_started_01.html#fetch-an-object-from-redis) data to/from your Redis instance: ```python data = {"user": "john", "credit_score": "high", "embedding": [0.23, 0.49, -0.18, 0.95]} @@ -151,7 +151,7 @@ and [fetch](https://www.redisvl.com/user_guide/getting_started_01.html#fetch-an- Define queries and perform advanced searches over your indices, including the combination of vectors, metadata filters, and more. -- [VectorQuery](https://www.redisvl.com/api/query.html#vectorquery) - Flexible vector queries with customizable filters enabling semantic search: +- [VectorQuery](https://docs.redisvl.com/api/query.html#vectorquery) - Flexible vector queries with customizable filters enabling semantic search: ```python from redisvl.query import VectorQuery @@ -179,24 +179,24 @@ Define queries and perform advanced searches over your indices, including the co results = index.query(query) ``` -- [RangeQuery](https://www.redisvl.com/api/query.html#rangequery) - Vector search within a defined range paired with customizable filters -- [FilterQuery](https://www.redisvl.com/api/query.html#filterquery) - Standard search using filters and the full-text search -- [CountQuery](https://www.redisvl.com/api/query.html#countquery) - Count the number of indexed records given attributes +- [RangeQuery](https://docs.redisvl.com/api/query.html#rangequery) - Vector search within a defined range paired with customizable filters +- [FilterQuery](https://docs.redisvl.com/api/query.html#filterquery) - Standard search using filters and the full-text search +- [CountQuery](https://docs.redisvl.com/api/query.html#countquery) - Count the number of indexed records given attributes -> Read more about building [advanced Redis queries](https://www.redisvl.com/user_guide/hybrid_queries_02.html). +> Read more about building [advanced Redis queries](https://docs.redisvl.com/user_guide/hybrid_queries_02.html). ## 🔧 Utilities ### Vectorizers Integrate with popular embedding providers to greatly simplify the process of vectorizing unstructured data for your index and queries: -- [AzureOpenAI](https://www.redisvl.com/api/vectorizer.html#azureopenaitextvectorizer) -- [Cohere](https://www.redisvl.com/api/vectorizer.html#coheretextvectorizer) -- [Custom](https://www.redisvl.com/api/vectorizer.html#customtextvectorizer) -- [GCP VertexAI](https://www.redisvl.com/api/vectorizer.html#vertexaitextvectorizer) -- [HuggingFace](https://www.redisvl.com/api/vectorizer.html#hftextvectorizer) -- [Mistral](https://www.redisvl.com/api/vectorizer/html#mistralaitextvectorizer) -- [OpenAI](https://www.redisvl.com/api/vectorizer.html#openaitextvectorizer) +- [AzureOpenAI](https://docs.redisvl.com/api/vectorizer.html#azureopenaitextvectorizer) +- [Cohere](https://docs.redisvl.com/api/vectorizer.html#coheretextvectorizer) +- [Custom](https://docs.redisvl.com/api/vectorizer.html#customtextvectorizer) +- [GCP VertexAI](https://docs.redisvl.com/api/vectorizer.html#vertexaitextvectorizer) +- [HuggingFace](https://docs.redisvl.com/api/vectorizer.html#hftextvectorizer) +- [Mistral](https://docs.redisvl.com/api/vectorizer/html#mistralaitextvectorizer) +- [OpenAI](https://docs.redisvl.com/api/vectorizer.html#openaitextvectorizer) ```python from redisvl.utils.vectorize import CohereTextVectorizer @@ -215,11 +215,11 @@ embeddings = co.embed_many( ) ``` -> Learn more about using [vectorizers]((https://www.redisvl.com/user_guide/vectorizers_04.html)) in your embedding workflows. +> Learn more about using [vectorizers]((https://docs.redisvl.com/user_guide/vectorizers_04.html)) in your embedding workflows. ### Rerankers -[Integrate with popular reranking providers](https://www.redisvl.com/user_guide/rerankers_06.html) to improve the relevancy of the initial search results from Redis +[Integrate with popular reranking providers](https://docs.redisvl.com/user_guide/rerankers_06.html) to improve the relevancy of the initial search results from Redis @@ -229,7 +229,7 @@ We're excited to announce the support for **RedisVL Extensions**. These modules *Have an idea for another extension? Open a PR or reach out to us at applied.ai@redis.com. We're always open to feedback.* ### LLM Semantic Caching -Increase application throughput and reduce the cost of using LLM models in production by leveraging previously generated knowledge with the [`SemanticCache`](https://www.redisvl.com/api/cache.html#semanticcache). +Increase application throughput and reduce the cost of using LLM models in production by leveraging previously generated knowledge with the [`SemanticCache`](https://docs.redisvl.com/api/cache.html#semanticcache). ```python from redisvl.extensions.llmcache import SemanticCache @@ -256,11 +256,11 @@ print(response[0]["response"]) >>> Paris ``` -> Learn more about [semantic caching]((https://www.redisvl.com/user_guide/llmcache_03.html)) for LLMs. +> Learn more about [semantic caching]((https://docs.redisvl.com/user_guide/llmcache_03.html)) for LLMs. ### LLM Session Management -Improve personalization and accuracy of LLM responses by providing user chat history as context. Manage access to the session data using recency or relevancy, *powered by vector search* with the [`SemanticSessionManager`](https://www.redisvl.com/api/session_manager.html). +Improve personalization and accuracy of LLM responses by providing user chat history as context. Manage access to the session data using recency or relevancy, *powered by vector search* with the [`SemanticSessionManager`](https://docs.redisvl.com/api/session_manager.html). ```python from redisvl.extensions.session_manager import SemanticSessionManager @@ -292,7 +292,7 @@ session.get_relevant("weather", top_k=1) ```stdout >>> [{"role": "user", "content": "what is the weather going to be today?"}] ``` -> Learn more about [LLM session management]((https://www.redisvl.com/user_guide/session_manager_07.html)). +> Learn more about [LLM session management]((https://docs.redisvl.com/user_guide/session_manager_07.html)). ### LLM Semantic Routing @@ -329,7 +329,7 @@ router("Hi, good morning") ```stdout >>> RouteMatch(name='greeting', distance=0.273891836405) ``` -> Learn more about [semantic routing](https://www.redisvl.com/user_guide/semantic_router_08.html). +> Learn more about [semantic routing](https://docs.redisvl.com/user_guide/semantic_router_08.html). ## 🖥️ Command Line Interface Create, destroy, and manage Redis index configurations from a purpose-built CLI interface: `rvl`. @@ -345,7 +345,7 @@ Commands: stats Obtain statistics about an index ``` -> Read more about [using the CLI](https://www.redisvl.com/user_guide/cli.html). +> Read more about [using the CLI](https://docs.redisvl.com/user_guide/cli.html). ## 🚀 Why RedisVL? @@ -359,9 +359,9 @@ The Redis Vector Library bridges the gap between the AI-native developer ecosyst ## 😁 Helpful Links For additional help, check out the following resources: - - [Getting Started Guide](https://www.redisvl.com/user_guide/getting_started_01.html) - - [API Reference](https://www.redisvl.com/api/index.html) - - [Example Gallery](https://www.redisvl.com/examples/index.html) + - [Getting Started Guide](https://docs.redisvl.com/user_guide/getting_started_01.html) + - [API Reference](https://docs.redisvl.com/api/index.html) + - [Example Gallery](https://docs.redisvl.com/examples/index.html) - [Redis AI Recipes](https://github.com/redis-developer/redis-ai-resources) - [Official Redis Vector API Docs](https://redis.io/docs/interact/search-and-query/advanced-concepts/vectors/) diff --git a/docs/_static/gallery-images/RedisOpenAI-QnA.png b/docs/_static/gallery-images/RedisOpenAI-QnA.png deleted file mode 100644 index 164bf67ac3e146466753dd34d39351cd549613d5..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 170865 zcmZs?2|U!__dhO61|@sh3Zcz9V+={mFk{9TgBi@Am<3}WW*A0xS+hh*$&$2^twhP1 zrIJ*#W+#QRl&wO)SMT@d^ZkAQ%VQohuX)|qz2}~L?z!ijd+zg!yPi>(GRR|A77Or{pyi{cqX@ndQEyR(5J;JIG_-OIzvo&IkfunriasRP#3g%Wl3 z)gW-N9`K_B(K6J7IQ?6n;_2@HAA(RV9e}`59EIlP&kkTQ)F24p9^=n;_XVy%G4P8g z06!$)tE=Ox3w4DZ1OCF9Oka0LcPiEk-~k1Nz_cLxK=Dy5nuxPf1DgT=eZ73#fs2JZ z%_rb*6Ej9ofFDqT($z80()s%V3JDYsN|4w8BJp=T?re(Zzhkl0^yZQSec^rvuB;FO z0b)iW0Nwnp6XG7k@(S?(?~t_&w7>wpzfagCnnz^Gw^dtiKLn;v@Ii#a@n|H`C(J1bVvRF% zfS3VdMsT?hBE{3&-O`c`;iBw=&_J25nLQNEL4v^;h^IcBWoFJn(5P6dzXOu(?xD-X 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https://github.com/awmatheson/real-time-embeddings - # img-bottom: ../_static/gallery-images/bytewax-redis.png - title: Redis RAG Workbench website: https://github.com/redis-developer/redis-rag-workbench - # img-bottom: ../_static/gallery-images/RedisOpenAI-QnA.png - title: LLM Recommender for Hotels website: https://github.com/redis-applied-ai/LLM-Recommender - # img-bottom: ../_static/gallery-images/hotel-recommender.png - title: Agentic RAG website: https://github.com/redis-developer/agentic-rag - # img-bottom: ../_static/gallery-images/chat-your-pdf.png diff --git a/docs/conf.py b/docs/conf.py index 9d5c4b84..7268d62f 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -89,6 +89,7 @@ 'examples': [] } + # This allows us to use ::: to denote directives, useful for admonitions myst_enable_extensions = ["colon_fence"] myst_heading_anchors = 3 @@ -104,7 +105,9 @@ "show_nav_level": 2, "navigation_depth": 5, "navbar_align": "content", # [left, content, right] For testing that the navbar items align properly - #"secondary_sidebar_items": ["page-toc", "edit-this-page", "sourcelink"], + "secondary_sidebar_items": { + "examples": [], + }, "navbar_start": ["navbar-logo"], "icon_links": [ { diff --git a/docs/user_guide/hybrid_queries_02.ipynb b/docs/user_guide/hybrid_queries_02.ipynb index 32ac1d30..4a89ffb3 100644 --- a/docs/user_guide/hybrid_queries_02.ipynb +++ b/docs/user_guide/hybrid_queries_02.ipynb @@ -1126,7 +1126,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "See all modifier options available on the query API docs: https://www.redisvl.com/api/query.html" + "See all modifier options available on the query API docs: https://docs.redisvl.com/en/latest/api/query.html" ] }, { diff --git a/pyproject.toml b/pyproject.toml index 954184fb..f591c65e 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -7,7 +7,7 @@ license = "MIT" readme = "README.md" homepage = "https://github.com/redis/redis-vl-python" repository = "https://github.com/redis/redis-vl-python" -documentation = "https://www.redisvl.com" +documentation = "https://docs.redisvl.com" keywords = ["ai", "redis", "redis-client", "vector-database", "vector-search"] classifiers = [ "Programming Language :: Python :: 3.9", From 7e0e5a1a9f6924765f82b5b0b68d1cc3409146ea Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Thu, 9 Jan 2025 17:42:06 -0500 Subject: [PATCH 13/14] readme links --- README.md | 58 +++++++++++++++++++++++++++---------------------------- 1 file changed, 29 insertions(+), 29 deletions(-) diff --git a/README.md b/README.md index 53c50d14..a576ce5c 100644 --- a/README.md +++ b/README.md @@ -49,7 +49,7 @@ Install `redisvl` into your Python (>=3.8) environment using `pip`: ```bash pip install redisvl ``` -> For more detailed instructions, visit the [installation guide](https://docs.redisvl.com/overview/installation.html). +> For more detailed instructions, visit the [installation guide](https://docs.redisvl.com/en/latest/overview/installation.html). ## Setting up Redis @@ -71,7 +71,7 @@ Choose from multiple Redis deployment options: ## 🗃️ Redis Index Management -1. [Design a schema for your use case](https://docs.redisvl.com/user_guide/getting_started_01.html#define-an-indexschema) that models your dataset with built-in Redis and indexable fields (*e.g. text, tags, numerics, geo, and vectors*). [Load a schema](https://docs.redisvl.com/user_guide/getting_started_01.html#example-schema-creation) from a YAML file: +1. [Design a schema for your use case](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html#define-an-indexschema) that models your dataset with built-in Redis and indexable fields (*e.g. text, tags, numerics, geo, and vectors*). [Load a schema](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html#example-schema-creation) from a YAML file: ```yaml index: name: user-idx @@ -121,7 +121,7 @@ Choose from multiple Redis deployment options: }) ``` -2. [Create a SearchIndex](https://docs.redisvl.com/user_guide/getting_started_01.html#create-a-searchindex) class with an input schema and client connection in order to perform admin and search operations on your index in Redis: +2. [Create a SearchIndex](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html#create-a-searchindex) class with an input schema and client connection in order to perform admin and search operations on your index in Redis: ```python from redis import Redis from redisvl.index import SearchIndex @@ -133,10 +133,10 @@ Choose from multiple Redis deployment options: # Create the index in Redis index.create() ``` - > Async compliant search index class also available: [AsyncSearchIndex](https://docs.redisvl.com/api/searchindex.html#redisvl.index.AsyncSearchIndex). + > Async compliant search index class also available: [AsyncSearchIndex](https://docs.redisvl.com/en/latest/api/searchindex.html#redisvl.index.AsyncSearchIndex). -3. [Load](https://docs.redisvl.com/user_guide/getting_started_01.html#load-data-to-searchindex) -and [fetch](https://docs.redisvl.com/user_guide/getting_started_01.html#fetch-an-object-from-redis) data to/from your Redis instance: +3. [Load](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html#load-data-to-searchindex) +and [fetch](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html#fetch-an-object-from-redis) data to/from your Redis instance: ```python data = {"user": "john", "credit_score": "high", "embedding": [0.23, 0.49, -0.18, 0.95]} @@ -151,7 +151,7 @@ and [fetch](https://docs.redisvl.com/user_guide/getting_started_01.html#fetch-an Define queries and perform advanced searches over your indices, including the combination of vectors, metadata filters, and more. -- [VectorQuery](https://docs.redisvl.com/api/query.html#vectorquery) - Flexible vector queries with customizable filters enabling semantic search: +- [VectorQuery](https://docs.redisvl.com/en/latest/api/query.html#vectorquery) - Flexible vector queries with customizable filters enabling semantic search: ```python from redisvl.query import VectorQuery @@ -179,24 +179,24 @@ Define queries and perform advanced searches over your indices, including the co results = index.query(query) ``` -- [RangeQuery](https://docs.redisvl.com/api/query.html#rangequery) - Vector search within a defined range paired with customizable filters -- [FilterQuery](https://docs.redisvl.com/api/query.html#filterquery) - Standard search using filters and the full-text search -- [CountQuery](https://docs.redisvl.com/api/query.html#countquery) - Count the number of indexed records given attributes +- [RangeQuery](https://docs.redisvl.com/en/latest/api/query.html#rangequery) - Vector search within a defined range paired with customizable filters +- [FilterQuery](https://docs.redisvl.com/en/latest/api/query.html#filterquery) - Standard search using filters and the full-text search +- [CountQuery](https://docs.redisvl.com/en/latest/api/query.html#countquery) - Count the number of indexed records given attributes -> Read more about building [advanced Redis queries](https://docs.redisvl.com/user_guide/hybrid_queries_02.html). +> Read more about building [advanced Redis queries](https://docs.redisvl.com/en/latest/user_guide/hybrid_queries_02.html). ## 🔧 Utilities ### Vectorizers Integrate with popular embedding providers to greatly simplify the process of vectorizing unstructured data for your index and queries: -- [AzureOpenAI](https://docs.redisvl.com/api/vectorizer.html#azureopenaitextvectorizer) -- [Cohere](https://docs.redisvl.com/api/vectorizer.html#coheretextvectorizer) -- [Custom](https://docs.redisvl.com/api/vectorizer.html#customtextvectorizer) -- [GCP VertexAI](https://docs.redisvl.com/api/vectorizer.html#vertexaitextvectorizer) -- [HuggingFace](https://docs.redisvl.com/api/vectorizer.html#hftextvectorizer) -- [Mistral](https://docs.redisvl.com/api/vectorizer/html#mistralaitextvectorizer) -- [OpenAI](https://docs.redisvl.com/api/vectorizer.html#openaitextvectorizer) +- [AzureOpenAI](https://docs.redisvl.com/en/latest/api/vectorizer.html#azureopenaitextvectorizer) +- [Cohere](https://docs.redisvl.com/en/latest/api/vectorizer.html#coheretextvectorizer) +- [Custom](https://docs.redisvl.com/en/latest/api/vectorizer.html#customtextvectorizer) +- [GCP VertexAI](https://docs.redisvl.com/en/latest/api/vectorizer.html#vertexaitextvectorizer) +- [HuggingFace](https://docs.redisvl.com/en/latest/api/vectorizer.html#hftextvectorizer) +- [Mistral](https://docs.redisvl.com/en/latest/api/vectorizer/html#mistralaitextvectorizer) +- [OpenAI](https://docs.redisvl.com/en/latest/api/vectorizer.html#openaitextvectorizer) ```python from redisvl.utils.vectorize import CohereTextVectorizer @@ -215,11 +215,11 @@ embeddings = co.embed_many( ) ``` -> Learn more about using [vectorizers]((https://docs.redisvl.com/user_guide/vectorizers_04.html)) in your embedding workflows. +> Learn more about using [vectorizers]((https://docs.redisvl.com/en/latest/user_guide/vectorizers_04.html)) in your embedding workflows. ### Rerankers -[Integrate with popular reranking providers](https://docs.redisvl.com/user_guide/rerankers_06.html) to improve the relevancy of the initial search results from Redis +[Integrate with popular reranking providers](https://docs.redisvl.com/en/latest/user_guide/rerankers_06.html) to improve the relevancy of the initial search results from Redis @@ -229,7 +229,7 @@ We're excited to announce the support for **RedisVL Extensions**. These modules *Have an idea for another extension? Open a PR or reach out to us at applied.ai@redis.com. We're always open to feedback.* ### LLM Semantic Caching -Increase application throughput and reduce the cost of using LLM models in production by leveraging previously generated knowledge with the [`SemanticCache`](https://docs.redisvl.com/api/cache.html#semanticcache). +Increase application throughput and reduce the cost of using LLM models in production by leveraging previously generated knowledge with the [`SemanticCache`](https://docs.redisvl.com/en/latest/api/cache.html#semanticcache). ```python from redisvl.extensions.llmcache import SemanticCache @@ -256,11 +256,11 @@ print(response[0]["response"]) >>> Paris ``` -> Learn more about [semantic caching]((https://docs.redisvl.com/user_guide/llmcache_03.html)) for LLMs. +> Learn more about [semantic caching]((https://docs.redisvl.com/en/latest/user_guide/llmcache_03.html)) for LLMs. ### LLM Session Management -Improve personalization and accuracy of LLM responses by providing user chat history as context. Manage access to the session data using recency or relevancy, *powered by vector search* with the [`SemanticSessionManager`](https://docs.redisvl.com/api/session_manager.html). +Improve personalization and accuracy of LLM responses by providing user chat history as context. Manage access to the session data using recency or relevancy, *powered by vector search* with the [`SemanticSessionManager`](https://docs.redisvl.com/en/latest/api/session_manager.html). ```python from redisvl.extensions.session_manager import SemanticSessionManager @@ -292,7 +292,7 @@ session.get_relevant("weather", top_k=1) ```stdout >>> [{"role": "user", "content": "what is the weather going to be today?"}] ``` -> Learn more about [LLM session management]((https://docs.redisvl.com/user_guide/session_manager_07.html)). +> Learn more about [LLM session management]((https://docs.redisvl.com/en/latest/user_guide/session_manager_07.html)). ### LLM Semantic Routing @@ -329,7 +329,7 @@ router("Hi, good morning") ```stdout >>> RouteMatch(name='greeting', distance=0.273891836405) ``` -> Learn more about [semantic routing](https://docs.redisvl.com/user_guide/semantic_router_08.html). +> Learn more about [semantic routing](https://docs.redisvl.com/en/latest/user_guide/semantic_router_08.html). ## 🖥️ Command Line Interface Create, destroy, and manage Redis index configurations from a purpose-built CLI interface: `rvl`. @@ -345,7 +345,7 @@ Commands: stats Obtain statistics about an index ``` -> Read more about [using the CLI](https://docs.redisvl.com/user_guide/cli.html). +> Read more about [using the CLI](https://docs.redisvl.com/en/latest/user_guide/cli.html). ## 🚀 Why RedisVL? @@ -359,9 +359,9 @@ The Redis Vector Library bridges the gap between the AI-native developer ecosyst ## 😁 Helpful Links For additional help, check out the following resources: - - [Getting Started Guide](https://docs.redisvl.com/user_guide/getting_started_01.html) - - [API Reference](https://docs.redisvl.com/api/index.html) - - [Example Gallery](https://docs.redisvl.com/examples/index.html) + - [Getting Started Guide](https://docs.redisvl.com/en/latest/user_guide/getting_started_01.html) + - [API Reference](https://docs.redisvl.com/en/latest/api/index.html) + - [Example Gallery](https://docs.redisvl.com/en/latest/examples/index.html) - [Redis AI Recipes](https://github.com/redis-developer/redis-ai-resources) - [Official Redis Vector API Docs](https://redis.io/docs/interact/search-and-query/advanced-concepts/vectors/) From 2bf977265b7339eed9f34f5730983a7880eceab3 Mon Sep 17 00:00:00 2001 From: Tyler Hutcherson Date: Fri, 10 Jan 2025 13:00:09 -0500 Subject: [PATCH 14/14] remove example --- .github/workflows/run_tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/run_tests.yml b/.github/workflows/run_tests.yml index bafc0987..de5897bb 100644 --- a/.github/workflows/run_tests.yml +++ b/.github/workflows/run_tests.yml @@ -93,7 +93,7 @@ jobs: AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }} AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }} run: | - cd docs/ && poetry run treon -v --exclude="./examples/openai_qna.ipynb" + cd docs/ && poetry run treon -v - name: Publish coverage results uses: codecov/codecov-action@v4