From b015f5f1224953065d257934dc2537e9d5d635ae Mon Sep 17 00:00:00 2001
From: Alex Garcia <alexsebastian.garcia@gmail.com>
Date: Wed, 12 Jun 2024 00:08:53 -0700
Subject: [PATCH] readme updates

---
 .github/logos/flyio.small.ico       | Bin 0 -> 15086 bytes
 .github/logos/flyio.svg             |  15 +++++++++
 .github/logos/mozilla.svg           |  24 +++++++++++++++
 .github/logos/sqlitecloud.small.svg |   7 +++++
 .github/logos/sqlitecloud.svg       |  18 +++++++++++
 .github/logos/turso.small.ico       | Bin 0 -> 15406 bytes
 .github/logos/turso.svg             |   1 +
 .gitignore                          |   1 -
 README.md                           |  46 ++++++++++++++++++++++++----
 9 files changed, 105 insertions(+), 7 deletions(-)
 create mode 100644 .github/logos/flyio.small.ico
 create mode 100644 .github/logos/flyio.svg
 create mode 100644 .github/logos/mozilla.svg
 create mode 100644 .github/logos/sqlitecloud.small.svg
 create mode 100644 .github/logos/sqlitecloud.svg
 create mode 100644 .github/logos/turso.small.ico
 create mode 100644 .github/logos/turso.svg

diff --git a/.github/logos/flyio.small.ico b/.github/logos/flyio.small.ico
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new file mode 100644
index 0000000..cc3ff6e
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+++ b/.github/logos/flyio.svg
@@ -0,0 +1,15 @@
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@@ -0,0 +1 @@
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diff --git a/.gitignore b/.gitignore
index ddfdce6..404b43b 100644
--- a/.gitignore
+++ b/.gitignore
@@ -12,7 +12,6 @@ dist/
 
 *.pyc
 *.db-journal
-*.svg
 
 alexandria/
 openai/
diff --git a/README.md b/README.md
index 75003aa..65b3fd2 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,11 @@
 # `sqlite-vec`
 
+[![](https://dcbadge.vercel.app/api/server/VCtQ8cGhUs)](https://discord.gg/VCtQ8cGhUs)
+
 An extremely small, "fast enough" vector search SQLite extension that runs
 anywhere! A successor to [sqlite-vss](https://github.com/asg017/sqlite-vss)
 
-> [!IMPORTANT]
-> *`sqlite-vec` is a work-in-progress and not ready for general usage! I plan to launch a "beta" version in the next month or so. Watch this repo for updates, and read [this blog post](https://alexgarcia.xyz/blog/2024/building-new-vector-search-sqlite/index.html) for more info.*
+> [!IMPORTANT] > _`sqlite-vec` is a work-in-progress and not ready for general usage! I plan to launch a "beta" version in the next month or so. Watch this repo for updates, and read [this blog post](https://alexgarcia.xyz/blog/2024/building-new-vector-search-sqlite/index.html) for more info._
 
 - Store and query float, int8, and binary vectors in `vec0` virtual tables
 - Pre-filter vectors with `rowid IN (...)` subqueries
@@ -12,6 +13,22 @@ anywhere! A successor to [sqlite-vss](https://github.com/asg017/sqlite-vss)
   runs anywhere SQLite runs (Linux/MacOS/Windows, in the browser with WASM,
   Raspberry Pis, etc.)
 
+<p align="center">
+<img src="./.github/logos/mozilla.svg" width=400 />
+</p>
+
+<p align="center">
+<i>
+<code>sqlite-vec</code> is a
+<a href="#">Mozilla Builders project</a>,
+with additional sponsorship from
+<a href="https://fly.io/"><img width=14px src="./.github/logos/flyio.small.ico"/> Fly.io </a>,
+<a href="https://turso.tech/"><img width=14px src="./.github/logos/turso.small.ico"/> Turso</a>, and
+<a href="https://sqlitecloud.io/"><img width=14px src="./.github/logos/sqlitecloud.small.svg"/> SQLite Cloud</a>.
+See <a href="#sponsors">the Sponsors section</a> for more details.
+</i>
+</p>
+
 ## Sample usage
 
 ```sql
@@ -50,9 +67,9 @@ limit 2;
 
 ## Roadmap
 
-Not currently implemented, but planned in the future (after initial beta version):
+Not currently implemented, but planned in the future (after initial `v0.1.0` version):
 
-- Approximate nearest neighbors search (IVF and HNSW)
+- Approximate nearest neighbors search (DiskANN, IVF, maybe HNSW?)
 - Metadata filtering + custom internal partitioning
 - More vector types (float16, int16, sparse, etc.) and distance functions
 
@@ -67,7 +84,24 @@ Additionally, there will be pre-compiled and pre-packaged packages of `sqlite-ve
 - Datasette and sqlite-utils plugins
 - Pre-compiled loadable extensions on Github releases
 
+## Sponors
 
-## Support
+Development of `sqlite-vec` is supported by multiple generous sponsors! Mozilla is the main sponsor through the new Builders project.
 
-Is your company interested in sponsoring `sqlite-vec` development? Send me an email to get more info: https://alexgarcia.xyz
+<p align="center">
+<img src="./.github/logos/mozilla.svg" width=400 />
+</p>
+
+`sqlite-vec` is also sponsored by the following companies:
+
+<a href="https://fly.io/"><img src="./.github/logos/flyio.svg" width=33%/></a> <a href="https://turso.tech/"><img src="./.github/logos/turso.svg" width=33%/> </a> <a href="https://sqlitecloud.io/"><img src="./.github/logos/sqlitecloud.svg" width=33%/></a>
+
+As well as multiple individual supporters on [Github sponsors](https://github.com/sponsors/asg017/)!
+
+If your company interested in sponsoring `sqlite-vec` development, send me an email to get more info: https://alexgarcia.xyz
+
+## See Also
+
+- [**`sqlite-ecosystem`**](https://github.com/asg017/sqlite-ecosystem), Maybe more 3rd party SQLite extensions I've developed
+- [**`sqlite-rembed`**](https://github.com/asg017/sqlite-rembed), Generate text embeddings from remote APIs like OpenAI/Nomic/Ollama, meant for testing and SQL scripts
+- [**`sqlite-lembed`**](https://github.com/asg017/sqlite-lembed), Generate text embeddings locally from embedding models in the `.gguf` format