[PR #6220] [MERGED] server: parallelize embeddings in API web handler instead of in subprocess runner #22597

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GiteaMirror · 2026-04-19T16:25:54-05:00

GiteaMirror commented

2026-04-19 16:25:54 -05:00

📋 Pull Request Information

Original PR: https://github.com/ollama/ollama/pull/6220
Author: @jmorganca
Created: 8/7/2024
Status: ✅ Merged
Merged: 8/11/2024
Merged by: @jmorganca

Base: main ← Head: jmorganca/embed-parallel

📝 Commits (10+)

e16a46b batch embeddings in server
7583d1a fix linter
5f20cc8 fix prompt count
696e699 fix linter
08bba06 fix linter
2d8b072 use errgroup
8ec65f0 address comments
1db7062 address comments
2b4fcfb remove unused argument
7e848d9 remove unnecessary temp vars and lock

📊 Changes

4 files changed (+53 additions, -71 deletions)

View changed files

📝 llm/ext_server/server.cpp (+8 -34)
📝 llm/server.go (+14 -18)
📝 server/routes.go (+27 -15)
📝 server/sched_test.go (+4 -4)

📄 Description

This moves the "batching" for the /api/embed endpoint to the Go server instead of in the runner, helping to keep the interface in llm simpler

_{🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.}

## 📋 Pull Request Information **Original PR:** https://github.com/ollama/ollama/pull/6220 **Author:** [@jmorganca](https://github.com/jmorganca) **Created:** 8/7/2024 **Status:** ✅ Merged **Merged:** 8/11/2024 **Merged by:** [@jmorganca](https://github.com/jmorganca) **Base:** `main` ← **Head:** `jmorganca/embed-parallel` --- ### 📝 Commits (10+) - [`e16a46b`](https://github.com/ollama/ollama/commit/e16a46b541ebe08418e146e62ca73d5d48e6bf8f) batch embeddings in `server` - [`7583d1a`](https://github.com/ollama/ollama/commit/7583d1a6c62ee285cc1a761f9076eb5cd2729997) fix linter - [`5f20cc8`](https://github.com/ollama/ollama/commit/5f20cc8a598ab67188e13d23593ba433f97170c3) fix prompt count - [`696e699`](https://github.com/ollama/ollama/commit/696e69986d5004fe480720c97b12517d009ad6bc) fix linter - [`08bba06`](https://github.com/ollama/ollama/commit/08bba06d507133b2f0fa83b6c9b35127781e4e36) fix linter - [`2d8b072`](https://github.com/ollama/ollama/commit/2d8b07279ce0863be8d403f5bba6bf9c4118812e) use errgroup - [`8ec65f0`](https://github.com/ollama/ollama/commit/8ec65f01d87d3006a342161a08eee5c295a30f81) address comments - [`1db7062`](https://github.com/ollama/ollama/commit/1db70628069ac1088e06878b4b7eea2c3dd2581b) address comments - [`2b4fcfb`](https://github.com/ollama/ollama/commit/2b4fcfb72a4f8308bc43d5ec0d0373863ee5d065) remove unused argument - [`7e848d9`](https://github.com/ollama/ollama/commit/7e848d983a9a6c6a0ed10a21d79ba9f351bdc567) remove unnecessary temp vars and lock ### 📊 Changes **4 files changed** (+53 additions, -71 deletions) <details> <summary>View changed files</summary> 📝 `llm/ext_server/server.cpp` (+8 -34) 📝 `llm/server.go` (+14 -18) 📝 `server/routes.go` (+27 -15) 📝 `server/sched_test.go` (+4 -4) </details> ### 📄 Description This moves the "batching" for the `/api/embed` endpoint to the Go server instead of in the runner, helping to keep the interface in `llm` simpler --- <sub>🔄 This issue represents a GitHub Pull Request. It cannot be merged through Gitea due to API limitations.</sub>

GiteaMirror added the pull-request label 2026-04-19 16:25:54 -05:00

GiteaMirror closed this issue

2026-04-19 16:25:55 -05:00

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Reference: github-starred/ollama#22597