Impact Score: 5/10
Ollama v0.1.31 — Release Notes & Engineering Impact
Source available — automated, not human-reviewed
Component: ollama · Channel: stable. Automated analysis, not a compatibility certification. How this works.
Analysis updated: 2026-11-01.
⚡ Executive Summary (TL;DR)
Ollama v0.1.31. Source highlight: 
Who Does This Impact? (Role-Based Analysis)
💻 Software Engineers & Devs
Check the source notes against the package and APIs you use before upgrading.
📊 Product & Engineering Leads
Use the documented changes to assess relevance to your product; release frequency alone is not a quality measure.
⚙️ DevOps & Security
Verify the target version, runtime requirements and rollback procedure in the official documentation.
🔧 Bug Fixes & Patches (1)
- Fixed issue where Ollama would hang when using certain unicode characters in the prompt such as emojis
📄 View Raw Release Notes (Original Developer Log)
[](https://ollama.com/blog/embedding-models)
Ollama supports embedding models. Bring your existing documents or other data, and combine it with text prompts to build RAG (retrieval augmented generation) apps using the Ollama [REST API](https://github.com/ollama/ollama/blob/main/docs/api.md#generate-embeddings), [Python](https://github.com/ollama/ollama-python) or [Javascript](https://github.com/ollama/ollama-js) libraries.
## New models
* [Qwen 1.5 32B](https://ollama.com/library/qwen:32b): A new 32B multilingual model competitive with larger models such as Mixtral
* [StarlingLM Beta](https://ollama.com/library/starling-lm:beta): A high ranking 7B model on popular benchmarks that includes a permissive Apache 2.0 license.
* [DolphinCoder StarCoder 7B](https://ollama.com/library/dolphincoder:7b): A 7B uncensored variant of the Dolphin model family that excels at coding, based on StarCoder2 7B.
* [StableLM 1.6 Chat](https://ollama.com/library/stablelm2:chat): A new version of StableLM 1.6 tuned for instruction
## What's new
* Fixed issue where Ollama would hang when using certain unicode characters in the prompt such as emojis
**Full Changelog**: https://github.com/ollama/ollama/compare/v0.1.30...v0.1.31