From b62f6f19a8b68703338ba749246788abdf2180bc Mon Sep 17 00:00:00 2001 From: Alex Garcia Date: Sat, 22 Jun 2024 16:46:33 -0700 Subject: [PATCH] doc updates --- README.md | 19 +++ examples/python-recipes/openai-sample.py | 90 +++++++++++++ site/.vitepress/config.mts | 93 ++++++++----- site/.vitepress/theme/HeroImg.vue | 38 ++++++ site/.vitepress/theme/Sponsors.vue | 32 ++--- site/.vitepress/theme/index.ts | 3 +- site/.vitepress/theme/style.css | 42 +++++- site/getting-started/installation.md | 49 +++++++ site/getting-started/introduction.md | 7 + .../quickstart.md} | 0 site/guides/arithmetic.md | 5 + site/guides/binary-quant.md | 120 +++++++++++++++++ .../loadable.md => guides/classifiers.md} | 0 site/guides/hybrid-search.md | 0 site/guides/matryoshka.md | 49 +++++++ site/guides/performance.md | 4 + site/guides/rag.md | 4 + site/guides/scalar-quant.md | 27 ++++ site/guides/semantic-search.md | 0 site/index.md | 41 ++---- site/project.data.ts | 2 +- site/public/fonts/ZillaSlab-SemiBold.otf | Bin 0 -> 111580 bytes site/public/fonts/ZillaSlab-SemiBold.ttf | Bin 0 -> 270088 bytes site/public/fonts/ZillaSlab-SemiBold.woff | Bin 0 -> 106796 bytes site/public/fonts/ZillaSlab-SemiBold.woff2 | Bin 0 -> 69712 bytes site/public/logo.dark.svg | 17 +++ site/public/logo.light.svg | 17 +++ site/using/js.md | 54 +++++++- site/using/python.md | 126 +++++++++++++++++- site/using/ruby.md | 2 + tests/test-loadable.py | 7 +- 31 files changed, 751 insertions(+), 97 deletions(-) create mode 100644 examples/python-recipes/openai-sample.py create mode 100644 site/.vitepress/theme/HeroImg.vue create mode 100644 site/getting-started/installation.md create mode 100644 site/getting-started/introduction.md rename site/{getting-started.md => getting-started/quickstart.md} (100%) create mode 100644 site/guides/arithmetic.md create mode 100644 site/guides/binary-quant.md rename site/{using/loadable.md => guides/classifiers.md} (100%) create mode 100644 site/guides/hybrid-search.md create mode 100644 site/guides/matryoshka.md create mode 100644 site/guides/performance.md create mode 100644 site/guides/rag.md create mode 100644 site/guides/scalar-quant.md create mode 100644 site/guides/semantic-search.md create mode 100644 site/public/fonts/ZillaSlab-SemiBold.otf create mode 100644 site/public/fonts/ZillaSlab-SemiBold.ttf create mode 100644 site/public/fonts/ZillaSlab-SemiBold.woff create mode 100644 site/public/fonts/ZillaSlab-SemiBold.woff2 create mode 100644 site/public/logo.dark.svg create mode 100644 site/public/logo.light.svg diff --git a/README.md b/README.md index cc756ab..f8bc302 100644 --- a/README.md +++ b/README.md @@ -37,6 +37,25 @@ See the Sponsors section for more details.

+ + ## Sample usage ```sql diff --git a/examples/python-recipes/openai-sample.py b/examples/python-recipes/openai-sample.py new file mode 100644 index 0000000..c51feca --- /dev/null +++ b/examples/python-recipes/openai-sample.py @@ -0,0 +1,90 @@ +# pip install openai sqlite-vec + +from openai import OpenAI +import sqlite3 +import sqlite_vec +import struct +from typing import List + + +def serialize(vector: List[float]) -> bytes: + """serializes a list of floats into a compact "raw bytes" format""" + return struct.pack("%sf" % len(vector), *vector) + + +sentences = [ + "Capri-Sun is a brand of juice concentrate–based drinks manufactured by the German company Wild and regional licensees.", + "George V was King of the United Kingdom and the British Dominions, and Emperor of India, from 6 May 1910 until his death in 1936.", + "Alaqua Cox is a Native American (Menominee) actress.", + "Shohei Ohtani is a Japanese professional baseball pitcher and designated hitter for the Los Angeles Dodgers of Major League Baseball.", + "Tamarindo, also commonly known as agua de tamarindo, is a non-alcoholic beverage made of tamarind, sugar, and water.", +] + + +client = OpenAI() + +# change ':memory:' to a filepath to persist data +db = sqlite3.connect(":memory:") +db.enable_load_extension(True) +sqlite_vec.load(db) +db.enable_load_extension(False) + +db.execute( + """ + CREATE TABLE sentences( + id INTEGER PRIMARY KEY, + sentence TEXT + ); + """ +) + +with db: + for i, sentence in enumerate(sentences): + db.execute("INSERT INTO sentences(id, sentence) VALUES(?, ?)", [i, sentence]) + +db.execute( + """ + CREATE VIRTUAL TABLE vec_sentences USING vec0( + id INTEGER PRIMARY KEY, + sentence_embedding FLOAT[1536] + ); + """ +) + + +with db: + sentence_rows = db.execute("SELECT id, sentence FROM sentences").fetchall() + response = client.embeddings.create( + input=[row[1] for row in sentence_rows], model="text-embedding-3-small" + ) + for (id, _), embedding in zip(sentence_rows, response.data): + db.execute( + "INSERT INTO vec_sentences(id, sentence_embedding) VALUES(?, ?)", + [id, serialize(embedding.embedding)], + ) + + +query = "fruity liquids" +query_embedding = ( + client.embeddings.create(input=query, model="text-embedding-3-small") + .data[0] + .embedding +) + +results = db.execute( + """ + SELECT + vec_sentences.id, + distance, + sentence + FROM vec_sentences + LEFT JOIN sentences ON sentences.id = vec_sentences.id + WHERE sentence_embedding MATCH ? + AND k = 3 + ORDER BY distance + """, + [serialize(query_embedding)], +).fetchall() + +for row in results: + print(row) diff --git a/site/.vitepress/config.mts b/site/.vitepress/config.mts index 8ca2d47..447eb86 100644 --- a/site/.vitepress/config.mts +++ b/site/.vitepress/config.mts @@ -11,6 +11,17 @@ const VERSION = readFileSync( "utf8" ); +const sqliteLanuage = JSON.parse( + readFileSync( + join( + dirname(fileURLToPath(import.meta.url)), + "..", + "sqlite.tmlanguage.json" + ), + "utf8" + ) +); + function head(): HeadConfig[] { return [ [ @@ -18,7 +29,7 @@ function head(): HeadConfig[] { { rel: "shortcut icon", type: "image/svg+xml", - href: "favicon.svg", + href: "./logo.light.svg", }, ], [ @@ -36,22 +47,34 @@ const guides = { text: "Guides", collapsed: true, items: [ - { text: "Binary Quantization", link: "/guides/binary-quant" }, - { text: "Scalar Quantization", link: "/guides/scalar-quant" }, + { text: "Performance", link: "/guides/performance" }, { - text: "Matryosha/Adaptive Length Embeddings", - link: "/guides/matryoshka", + text: "Vector operations", + items: [ + { text: "Vector Arithmetic", link: "/guides/arithmetic" }, + { text: "Binary Quantization", link: "/guides/binary-quant" }, + { text: "Scalar Quantization", link: "/guides/scalar-quant" }, + { + text: "Matryoshka Embeddings", + link: "/guides/matryoshka", + }, + ], + }, + + { + text: "Build with sqlite-vec", + items: [ + { text: "Semantic Search", link: "/guides/semantic-search" }, + { text: "Hybrid Search", link: "/guides/hybrid-search" }, + { text: "Retrival Augmented Generation (RAG)", link: "/guides/rag" }, + { text: "Classifiers", link: "/guides/classifiers" }, + ], }, - { text: "Semantic Search", link: "/guides/semantic-search" }, - { text: "Hybrid Search", link: "/guides/hybrid-search" }, - { text: "Classifiers", link: "/guides/classifiers" }, - { text: "Improving Performance", link: "/guides/improving-perf" }, ], }; function nav(): DefaultTheme.NavItem[] { return [ - guides, { text: "API Reference", link: "/api-reference" }, { text: "♥ Sponsor", link: "https://github.com/sponsors/asg017" }, { @@ -103,17 +126,25 @@ function sidebar(): DefaultTheme.SidebarItem[] { return [ { text: "Getting Started", - collapsed: false, + collapsed: true, items: [ { - text: "Quickstart", - link: "/getting-started", + text: "Installation", + link: "/installation", + }, + { + text: "Introduction", + link: "/introduction", + }, + { + text: "Quick Start", + link: "/quickstart", }, ], }, { text: "Using with...", - collapsed: false, + collapsed: true, items: [ { text: "Python", link: "/python" }, { text: "JavaScript", link: "/js" }, @@ -124,7 +155,6 @@ function sidebar(): DefaultTheme.SidebarItem[] { { text: "WebAssembly (Browser)", link: "/wasm" }, { text: "Datasette", link: "/datasette" }, { text: "sqlite-utils", link: "/sqlite-utils" }, - { text: "Loadable Extension", link: "/loadable" }, ], }, guides, @@ -135,6 +165,10 @@ function sidebar(): DefaultTheme.SidebarItem[] { { text: "API Reference", link: "/api-reference" }, ], }, + { + text: "Sponsors", + link: "/sponsors", + }, { text: "See also", items: [ @@ -163,13 +197,18 @@ export default defineConfig({ head: head(), base: "/sqlite-vec/", themeConfig: { + logo: { + light: "/logo.dark.svg", + dark: "/logo.light.svg", + alt: "sqlite-vec logo", + }, + nav: nav(), - sidebar: sidebar(), - footer: { - message: "MIT License", - copyright: "Copyright © 2024 Alex Garcia", + message: "MIT/Apache-2 License", + copyright: + 'Copyright © 2024 Alex Garcia', }, outline: "deep", search: { @@ -185,20 +224,10 @@ export default defineConfig({ }, rewrites: { "using/:pkg.md": ":pkg.md", - "guides/:pkg.md": ":pkg.md", + "getting-started/:pkg.md": ":pkg.md", + //"guides/:pkg.md": ":pkg.md", }, markdown: { - languages: [ - JSON.parse( - readFileSync( - join( - dirname(fileURLToPath(import.meta.url)), - "..", - "sqlite.tmlanguage.json" - ), - "utf8" - ) - ), - ], + languages: [sqliteLanuage], }, }); diff --git a/site/.vitepress/theme/HeroImg.vue b/site/.vitepress/theme/HeroImg.vue new file mode 100644 index 0000000..7b19d2b --- /dev/null +++ b/site/.vitepress/theme/HeroImg.vue @@ -0,0 +1,38 @@ + + + diff --git a/site/.vitepress/theme/Sponsors.vue b/site/.vitepress/theme/Sponsors.vue index 93eea86..150c814 100644 --- a/site/.vitepress/theme/Sponsors.vue +++ b/site/.vitepress/theme/Sponsors.vue @@ -11,7 +11,7 @@ const sponsors = computed(() => { { name: "Mozilla Builders", url: "", - img: withBase("./mozilla.svg"), + img: withBase("/mozilla.svg"), }, ], }, @@ -21,7 +21,7 @@ const sponsors = computed(() => { { name: "Fly.io", url: "https://fly.io", - img: withBase("./flyio.svg"), + img: withBase("/flyio.svg"), }, ], }, @@ -31,7 +31,7 @@ const sponsors = computed(() => { { name: "Turso", url: "https://turso.tech", - img: withBase("./turso.svg"), + img: withBase("/turso.svg"), }, ], }, @@ -41,7 +41,7 @@ const sponsors = computed(() => { { name: "SQLite Cloud", url: "https://sqlitecloud.io", - img: withBase("./sqlitecloud.svg"), + img: withBase("/sqlitecloud.svg"), }, ], }, @@ -51,18 +51,20 @@ const sponsors = computed(() => { diff --git a/site/.vitepress/theme/index.ts b/site/.vitepress/theme/index.ts index 54e08a8..82048fd 100644 --- a/site/.vitepress/theme/index.ts +++ b/site/.vitepress/theme/index.ts @@ -4,6 +4,7 @@ import type { Theme } from "vitepress"; import DefaultTheme from "vitepress/theme"; import "./style.css"; import Sponsors from "./Sponsors.vue"; +import HeroImg from "./HeroImg.vue"; export default { extends: DefaultTheme, @@ -14,7 +15,7 @@ export default { h("marquee", { class: "banner", scrollamount: "10" }, [ "🚧🚧🚧 sqlite-vec is still in beta, and this documentation is incomplete! Watch the repo for updates 🚧🚧🚧", ]), - "home-hero-image": () => h("div", {}, [""]), + //"home-hero-image": () => h(HeroImg), "aside-ads-before": () => h(Sponsors), }); }, diff --git a/site/.vitepress/theme/style.css b/site/.vitepress/theme/style.css index 33a6310..df4b100 100644 --- a/site/.vitepress/theme/style.css +++ b/site/.vitepress/theme/style.css @@ -1,3 +1,21 @@ +/*@import "https://code.cdn.mozilla.net/fonts/zilla-slab.css";*/ + +@font-face { + font-family: "ZillaSlab-SemiBold"; + src: url("/fonts/ZillaSlab-SemiBold.woff"); + src: url("/fonts/ZillaSlab-SemiBold.woff2") format("woff2"), + url("/fonts/ZillaSlab-SemiBold.woff") format("woff"), + url("/fonts/ZillaSlab(-SemiBold).otf") format("opentype"), + url("/fonts/ZillaSlab-SemiBold.ttf") format("truetype"); + font-weight: 600; + font-style: normal; +} + +.VPHero h1, +.VPNavBarTitle .title { + font-family: "ZillaSlab-SemiBold"; + font-size: 1.5rem; +} /** * Customize default theme styling by overriding CSS variables: * https://github.com/vuejs/vitepress/blob/main/src/client/theme-default/styles/vars.css @@ -68,6 +86,17 @@ --vp-c-danger-2: var(--vp-c-red-2); --vp-c-danger-3: var(--vp-c-red-3); --vp-c-danger-soft: var(--vp-c-red-soft); + + --vp-c-brand-1x: #a6d189; + --vp-c-brand-1x: #a6da95; + --vp-c-brand-1x: #a6e3a1; +} + +:root { + --vp-c-brand-1: #1e66f5; +} +.dark { + --vp-c-brand-1: #89b4fa; } /** @@ -92,19 +121,20 @@ :root { --vp-home-hero-name-color: transparent; - --vp-home-hero-name-background: -webkit-linear-gradient( - 120deg, - #f5c2e7 30%, - #94e2d5 /*#bd34fe 30%, - #41d1ff*/ - ); + --vp-home-hero-name-background: black; + /* --vp-home-hero-image-background-image: linear-gradient( -45deg, #bd34fe 50%, #47caff 50% ); --vp-home-hero-image-filter: blur(44px); + */ +} + +.dark { + --vp-home-hero-name-background: white; } @media (min-width: 640px) { diff --git a/site/getting-started/installation.md b/site/getting-started/installation.md new file mode 100644 index 0000000..01a09dd --- /dev/null +++ b/site/getting-started/installation.md @@ -0,0 +1,49 @@ +# Installing + +You have several options to include `sqlite-vec` into your projects, including +PyPi packages for Python, NPM packages for Node.js, Gems for Ruby, and more. + +## With popular package managers + +::: code-group + +```bash [Python] +pip install sqlite-vec +``` + +```bash [Node.js] +npm install sqlite-vec +``` + +```bash [Bun] +bun install sqlite-vec +``` + +```bash [Deno] +deno add npm:sqlite-vec +``` + +```bash [Ruby] +gem install sqlite-vec +``` + +```bash [Rust] +cargo add sqlite-vec +``` + +```bash [Go] +go get -u github.com/asg017/sqlite-vec/bindings/go/cgo +``` + +```bash [Datasette] +datasette install datasette-sqlite-vec +``` + +```bash [sqlite-utils] +sqlite-utils install sqlite-utils-sqlite-vec +``` + +::: + +Alternatively, you can download pre-compiled loadable extensions from the +[`sqlite-vec` Github Releases](https://github.com/asg017/sqlite-vec/releases/latest). diff --git a/site/getting-started/introduction.md b/site/getting-started/introduction.md new file mode 100644 index 0000000..c827b37 --- /dev/null +++ b/site/getting-started/introduction.md @@ -0,0 +1,7 @@ +# Introduction to `sqlite-vec` + +## Intro to Vector Databases + +## Vector Search in SQLite with `sqlite-vec` + +## Getting help diff --git a/site/getting-started.md b/site/getting-started/quickstart.md similarity index 100% rename from site/getting-started.md rename to site/getting-started/quickstart.md diff --git a/site/guides/arithmetic.md b/site/guides/arithmetic.md new file mode 100644 index 0000000..807ac86 --- /dev/null +++ b/site/guides/arithmetic.md @@ -0,0 +1,5 @@ +# Vector Arithmetic + +- `vec_add()` +- `vec_sub()` +- `vec_mean()` diff --git a/site/guides/binary-quant.md b/site/guides/binary-quant.md new file mode 100644 index 0000000..cab8924 --- /dev/null +++ b/site/guides/binary-quant.md @@ -0,0 +1,120 @@ +# Binary Quantization + +"Quantization" refers to a variety of methods and techniques for reducing the +size of vectors in a vector index. **Binary quantization** (BQ) refers to a +specific technique where each individual floating point element in a vector is +reduced to a single bit, typically by assigning `0` to negative numbers and `1` +to positive numbers. + +For example, in this 8-dimensional `float32` vector: + +```json +[-0.73, -0.80, 0.12, -0.73, 0.79, -0.11, 0.23, 0.97] +``` + +Applying binary quantization would result in the following `bit` vector: + +```json +[0, 0, 1, 0, 1, 0, 1, 1] +``` + +The original 8-dimensional `float32` vector requires `8 * 4 = 32` bytes of space +to store. For 1 million vectors, that would be `32MB`. On the other hand, the +binary quantized 8-dimensional vector can be stored in a single byte — one bit +per element. For 1 million vectors, that would be just `1MB`, a 32x reduction! + +Though keep in mind, you're bound to lose a lot quality when reducing 32 bits of +information to 1 bit. [Over-sampling and re-scoring](#re-scoring) will help a +lot. + +The main goal of BQ is to dramatically reduce the size of your vector index, +resulting in faster searches and less resources. This is especially useful in +`sqlite-vec`, which is (currently) brute-force only and meant to run on small +devices. BQ is an easy low-cost method to make larger vector datasets easy to +manage. + +## Binary Quantization `sqlite-vec` + +The `sqlite-vec` extension offers a `vec_quantize_binary()` SQL scalar function, +which applies binary quanitization to a `float32` or `int8` vector. For every +element in a given vector, it will apply `0` to negative values and `1` to +positive values, and pack them into a `BLOB`. + +```sqlite +select vec_quantize_binary('[-0.73, -0.80, 0.12, -0.73, 0.79, -0.11, 0.23, 0.97]'); +-- X'd4` +``` + +The single byte `0xd4` in hexadecimal is `11010100` in binary. + + + +## Demo + +```sqlite +create virtual table vec_movies using vec0( + synopsis_embedding bit[768] +); +``` + +```sqlite +insert into vec_movies(rowid, synopsis_embedding) + VALUES (:id, vec_quantize_binary(:vector)); +``` + +```sqlite +select + rowid, + distance +from vec_movies +where synopsis_embedding match vec_quantize_binary(:query) +order by distance +limit 20; +``` + +### Re-scoring + +```sqlite +create virtual table vec_movies using vec0( + synopsis_embedding float[768], + synopsis_embedding_coarse bit[768] +); +``` + +```sqlite +insert into vec_movies(rowid, synopsis_embedding, synopsis_embedding_coarse) + VALUES (:id, :vector, vec_quantize_binary(:vector)); +``` + +```sqlite +with coarse_matches as ( + select + rowid, + synopsis_embedding + from vec_movies + where synopsis_embedding_coarse match vec_quantize_binary(:query) + order by distance + limit 20 * 8 +), +select + rowid, + vec_distance_L2(synopsis_embedding, :query) +from coarse_matches +order by 2 +limit 20; +``` + +# Benchmarks + +## Model support + +Certain embedding models, like [Nomic](https://nomic.ai/)'s +[`nomic-embed-text-v1.5`](https://huggingface.co/nomic-ai/nomic-embed-text-v1.5) +text embedding model and +[mixedbread.ai](https://www.mixedbread.ai/blog/mxbai-embed-2d-large-v1)'s +[`mxbai-embed-large-v1`](https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1) +are specifically trained to perform well after binary quantization. + +Other embeddings models may not, but you can still try BQ and see if it works +for your datasets. Chances are, if your vectors are normalized (ie between +`-1.0` and `1.0`) there's a good chance you will see acceptable results with BQ. diff --git a/site/using/loadable.md b/site/guides/classifiers.md similarity index 100% rename from site/using/loadable.md rename to site/guides/classifiers.md diff --git a/site/guides/hybrid-search.md b/site/guides/hybrid-search.md new file mode 100644 index 0000000..e69de29 diff --git a/site/guides/matryoshka.md b/site/guides/matryoshka.md new file mode 100644 index 0000000..db3cd5c --- /dev/null +++ b/site/guides/matryoshka.md @@ -0,0 +1,49 @@ +# Matryoshka (Adaptive-Length) Embeddings + +Matryoshka embeddings are a new class of embedding models introduced in the +TODO-YYY paper [_TODO title_](https://arxiv.org/abs/2205.13147). They allow one +to truncate excess dimensions in large vector, without lossing much quality. + +Let's say your embedding model generate 1024-dimensional vectors. If you have 1 +million of these 1024-dimensional vectors, they would take up `4.096 GB` of +space! You're not able to reduce the dimensions without lossing a lot of +quality - if you were to remove half of the dimensions 512-dimensional vectors, +you could expect to also lose 50% or more of the quality of results. There are +other dimensional-reduction techniques, like [PCA](#TODO), but this requires a +complicated and expensive training process. + +Matryoshka embeddings, on the other hand, _can_ be truncated, without losing +quality. Using [`mixedbread.ai`](#TODO) `mxbai-embed-large-v1` model, they claim +that + +They are called "Matryoshka" embeddings because ... TODO + +## Matryoshka Embeddings with `sqlite-vec` + +You can use a combination of [`vec_slice()`](/api-reference#vec_slice) and +[`vec_normalize()`](/api-reference#vec_slice) on Matryoshka embeddings to +truncate. + +```sql +select + vec_normalize(vec_slice(title_embeddings, 0, 256)) as title_embeddings_256d +from vec_articles; +``` + +## Benchmarks + +## Suppported Models + +https://supabase.com/blog/matryoshka-embeddings#which-granularities-were-openais-text-embedding-3-models-trained-on + +`text-embedding-3-small`: 1536, 512 `text-embedding-3-large`: 3072, 1024, 256 + +https://x.com/ZainHasan6/status/1757519325202686255 + +`text-embeddings-3-large:` 3072, 1536, 1024, 512 + +https://www.mixedbread.ai/blog/binary-mrl + +`mxbai-embed-large-v1`: 1024, 512, 256, 128, 64 + +`nomic-embed-text-v1.5`: 768, 512, 256, 128, 64 diff --git a/site/guides/performance.md b/site/guides/performance.md new file mode 100644 index 0000000..2972957 --- /dev/null +++ b/site/guides/performance.md @@ -0,0 +1,4 @@ +- page_size +- memory mapping +- in-memory index +- chunk_size (?) diff --git a/site/guides/rag.md b/site/guides/rag.md new file mode 100644 index 0000000..f860172 --- /dev/null +++ b/site/guides/rag.md @@ -0,0 +1,4 @@ +# Retrival Augmented Generation (RAG) + +- "memories"? +- chunking diff --git a/site/guides/scalar-quant.md b/site/guides/scalar-quant.md new file mode 100644 index 0000000..8738a0c --- /dev/null +++ b/site/guides/scalar-quant.md @@ -0,0 +1,27 @@ +# Scalar Quantization (SQ) + +"Quantization" refers to a variety of methods and techniques for reducing the +size of vectors in a vector index. **Scalar quantization** (SQ) refers to a +specific technique where each individual floating point element in a vector is +scaled to a small element type, like `float16`, `int8`. + +Most embedding models generate `float32` vectors. Each `float32` takes up 4 +bytes of space. This can add up, especially when working with a large amount of +vectors or vectors with many dimensions. However, if you scale them to `float16` +or `int8` vectors, they only take up 2 bytes of space and 1 bytes of space +respectively, saving you precious space at the expense of some quality. + +```sql +select vec_quantize_float16(vec_f32('[]'), 'unit'); +select vec_quantize_int8(vec_f32('[]'), 'unit'); + +select vec_quantize('float16', vec_f32('...')); +select vec_quantize('int8', vec_f32('...')); +select vec_quantize('bit', vec_f32('...')); + +select vec_quantize('sqf16', vec_f32('...')); +select vec_quantize('sqi8', vec_f32('...')); +select vec_quantize('bq2', vec_f32('...')); +``` + +## Benchmarks diff --git a/site/guides/semantic-search.md b/site/guides/semantic-search.md new file mode 100644 index 0000000..e69de29 diff --git a/site/index.md b/site/index.md index cf64396..c6c31ff 100644 --- a/site/index.md +++ b/site/index.md @@ -9,14 +9,14 @@ hero: actions: - theme: brand text: Getting Started - link: /getting-started + link: /introduction - theme: alt text: API Reference link: /api-reference features: - title: Runs everywhere - details: On the server, in the browser with WASM, mobile devices, and more! + details: On laptops, servers, mobile devices, browsers with WASM, Raspberry Pis, and more! - title: Bindings for many languages details: Python, Ruby, Node.js/Deno/Bun, Go, Rust, and more! - title: Only SQL @@ -24,49 +24,24 @@ features: --- ```sqlite +-- store 768-dimensional vectors in a vec0 virtual table create virtual table vec_movies using vec0( synopsis_embedding float[768] ); +-- insert vectors into the table, as JSON or compact BLOBs insert into vec_movies(rowid, synopsis_embedding) select rowid, embed(synopsis) as synopsis_embedding from movies; -select rowid, distance +-- KNN search! +select + rowid, + distance from vec_movies where synopsis_embedding match embed('scary futuristic movies') order by distance limit 20; ``` - ---- - -
sqlite
create virtual table vec_movies using vec0(
-  synopsis_embedding float[768]
-);
-
-insert into vec_movies(rowid, synopsis_embedding)
-  select
-    rowid,
-    embed(synopsis) as synopsis_embedding
-  from movies;
-
-select rowid, distance
-from vec_movies
-where synopsis_embedding match embed('scary futuristic movies')
-order by distance
-limit 20;
- - - - diff --git a/site/project.data.ts b/site/project.data.ts index 7403c13..586bbed 100644 --- a/site/project.data.ts +++ b/site/project.data.ts @@ -1,9 +1,9 @@ -import { defineConfig } from "vitepress"; import { readFileSync } from "node:fs"; import { join, dirname } from "node:path"; import { fileURLToPath } from "node:url"; const PROJECT = "sqlite-vec"; + const VERSION = readFileSync( join(dirname(fileURLToPath(import.meta.url)), "..", "VERSION"), "utf8" diff --git a/site/public/fonts/ZillaSlab-SemiBold.otf b/site/public/fonts/ZillaSlab-SemiBold.otf new file mode 100644 index 0000000000000000000000000000000000000000..f6d1a2dd01632c658e4d986f56da343683184da9 GIT binary patch literal 111580 zcma(32YeGp^EeLQNxD1xWXn}9lBJW48_h^^r@P4pn_^rrCAixd3R)$Qb*jpwTB?5ZXyV7Z;!k- zX3O0wPl6x~1VNOP4=Eky_5Hw`1VQ-|1g#oaSz4j~@#}lgb_D(=3n zLB4QkHxQ&qN=)4@*BvePYX1+=JO>PM>-pS{VtM)P#Q&27>5Gh`)qF7A7kqC@7D}K7{%#T#^q!j#p53{8>#9uX~cu 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use `sqlite-vec` in Node.js, Deno or Bun, install the +[`sqlite-vec` NPM package](https://npmjs.com/package/sqlite-vec) using your +favorite package manager: + +::: code-group + +```bash [npm] npm install sqlite-vec ``` +```bash [Bun] +bun install sqlite-vec +``` + +```bash [Deno] +deno add npm:sqlite-vec +``` + +::: + +Once installed, use the `sqliteVec.load()` function to load `sqlite-vec` SQL +functions into a SQLite connection. + +```js +import * as sqliteVec from "sqlite-vec"; +import Database from "better-sqlite3"; + +const db = new Database(":memory:"); +sqliteVec.load(db); + +const { vec_version } = db + .prepare("select vec_version() as vec_version;") + .get(); + +console.log(`vec_version=${vec_version}`); +``` + +The `load()` function is compatable with +[`better-sqlite3`](https://github.com/WiseLibs/better-sqlite3), +[`node-sqlite3`](https://github.com/TryGhost/node-sqlite3), +[`js:@db/sqlite`](https://jsr.io/@db/sqlite) (Deno), and +[`bun:sqlite`](https://bun.sh/docs/api/sqlite). + ## Working with vectors in JavaScript +if your vectors are represented as an array of numbers, use +[Float32Array](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Float32Array), +use the +[`.buffer`](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/TypedArray/buffer) +accessor to insert the underlying ArrayBuffer. + +```js +const embedding = new Float32Array([0.1, 0.2, 0.3]); +const stmt = db.prepare("INSERT INTO vss_demo VALUES (?)"); +stmt.run(embedding.buffer); + + ## Node.js ## Deno ## Bun +``` diff --git a/site/using/python.md b/site/using/python.md index 76494a4..b5ad220 100644 --- a/site/using/python.md +++ b/site/using/python.md @@ -4,12 +4,21 @@ title: sqlite-vec in Python # Using `sqlite-vec` in Python +[![PyPI](https://img.shields.io/pypi/v/sqlite-vec.svg?color=blue&logo=python&logoColor=white)](https://pypi.org/project/sqlite-vec/) + +To use `sqlite-vec` from Python, install the +[`sqlite-vec` PyPi package](https://pypi.org/project/sqlite-vec/) using your +favorite Python package manager: + ```bash pip install sqlite-vec ``` +Once installed, use the `sqlite_vec.load()` function to load `sqlite-vec` SQL +functions into a SQLite connection. + ```python -import sqlite +import sqlite3 import sqlite_vec db = sqlite3.connect(":memory:") @@ -19,13 +28,122 @@ db.enable_load_extension(False) vec_version, = db.execute("select vec_version()").fetchone() print(f"vec_version={vec_version}") - ``` ## Working with Vectors -### Vectors as Lists +### Lists -### `numpy` Arrays +If the vectors you are working with are provided as a list of floats, you can convert them into the compact BLOB format that `sqlite-vec` uses with [`struct.pack()`](https://docs.python.org/3/library/struct.html#struct.pack). + +```python +import struct + +def serialize(vector: List[float]) -> bytes: + """ serializes a list of floats into a compact "raw bytes" format """ + return struct.pack('%sf' % len(vector), *vector) + + +embedding = [0.1, 0.2, 0.3, 0.4] +result = db.execute('select vec_length(?)', [serialize(embedding)]).fetchone()[0] + +print(result) # 4 +``` + +### NumPy Arrays + +If your vectors are from `numpy` arrays, the Python SQLite package allows you to pass it along as-is. Make sure you convert your array elements to 32-bit floats with [`.astype(np.float32)`](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.astype.html), as some embedding services will use `np.float64` elements. + + +```python +import numpy as np + +embedding = np.array([0.1, 0.2, 0.3, 0.4]) +result = db.execute('select vec_length(?)', [embedding.astype(np.float32)]).fetchone()[0] +print(result) # 4 +``` + +## Recipes + +### OpenAI + +https://platform.openai.com/docs/guides/embeddings/what-are-embeddings?lang=python + +TODO + +```python +from openai import OpenAI +import sqlite3 +import sqlite_vec + +texts = [ + + 'Capri-Sun is a brand of juice concentrate–based drinks manufactured by the German company Wild and regional licensees.', + 'Shohei Ohtani is a Japanese professional baseball pitcher and designated hitter for the Los Angeles Dodgers of Major League Baseball.', + 'George V was King of the United Kingdom and the British Dominions, and Emperor of India, from 6 May 1910 until his death in 1936.', + 'Alan Mathison Turing was an English mathematician, computer scientist, logician, cryptanalyst, philosopher and theoretical biologist.', + 'Alaqua Cox is a Native American (Menominee) actress.' +] + +# change ':memory:' to a filepath to persist data +db = sqlite3.connect(':memory:') +db.enable_load_extension(True) +sqlite_vec.load(db) +db.enable_load_extension(False) + +client = OpenAI() + +response = client.embeddings.create( + input=[texts], + model="text-embedding-3-small" +) + +print(response.data[0].embedding) +``` + +### llamafile + +https://github.com/Mozilla-Ocho/llamafile + +TODO + +### llama-cpp-python + +https://github.com/abetlen/llama-cpp-python + +TODO + +### sentence-transformers (etc.) + +https://github.com/UKPLab/sentence-transformers + +TODO ## Using an up-to-date version of SQLite + +Some features of `sqlite-vec` will require an up-to-date SQLite library. You can see what version of SQLite your Python environment uses with [`sqlite3.sqlite-version`](https://docs.python.org/3/library/sqlite3.html#sqlite3.sqlite_version), or with this one-line command: + + +```bash +python -c 'import sqlite3; print(sqlite3.sqlite_version)' +``` + +Currently, **SQLite version 3.41 or higher** is recommended but not required. `sqlite-vec` will work with older version, but certain features and queries will only work correctly in >=3.41. + +To "upgrade" the SQLite version your Python installation uses, you have a few options. + +### Compile your own SQLite version + +You can compile an up-to-date version of SQLite and use some system environment variables (like `LD_PRELOAD` and `DYLD_LIBRARY_PATH`) to force Python to use a different SQLite library. [This guide](https://til.simonwillison.net/sqlite/sqlite-version-macos-python) goes into this approach in more details. + +Although compiling SQLite can be straightforward, there are a lot of different compilation options to consider, which makes it confusing. This also doesn't work with Windows, which statically compiles its own SQLite library. + +### Use `pysqlite3` + +[`pysqlite3`](https://github.com/coleifer/pysqlite3) is a 3rd party PyPi package that bundles an up-to-date SQLite library as a separate pip package. + +While it's mostly compatible with the Python `sqlite3` module, there are a few rare edge cases where the APIs don't match. + +### Upgrading your Python version + +Sometimes installing a latest version of Python will "magically" upgrade your SQLite version as well. This is a nuclear option, as upgrading Python installations can be quite the hassle, but most Python 3.12 builds will have a very recent SQLite version. diff --git a/site/using/ruby.md b/site/using/ruby.md index 1fd06a8..9b1eb5d 100644 --- a/site/using/ruby.md +++ b/site/using/ruby.md @@ -1,5 +1,7 @@ # Using `sqlite-vec` in Ruby +https://rubygems.org/gems/sqlite-vec + ```bash gem install sqlite-vec ``` diff --git a/tests/test-loadable.py b/tests/test-loadable.py index 52f4c3d..2453b2c 100644 --- a/tests/test-loadable.py +++ b/tests/test-loadable.py @@ -479,13 +479,12 @@ def test_vec_quantize_i8(): ).fetchone()[0] assert vec_quantize_i8() == 111 - @pytest.mark.skip(reason="TODO") def test_vec_quantize_binary(): - vec_quantize_binary = lambda *args: db.execute( - "select vec_quantize_binary()", args + vec_quantize_binary = lambda *args, input="?": db.execute( + f"select vec_quantize_binary({input})", args ).fetchone()[0] - assert vec_quantize_binary() == 111 + assert vec_quantize_binary("[-1, -1, -1, -1, 1, 1, 1, 1]") == 111 @pytest.mark.skip(reason="TODO")