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[PR #8640] Add nomic embedding model provider #26115

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opened 2026-02-21 20:35:54 -05:00 by yindo · 0 comments
yindo commented 2026-02-21 20:35:54 -05:00
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Original Pull Request: https://github.com/langgenius/dify/pull/8640

State: closed
Merged: Yes

Checklist:

Important

Please review the checklist below before submitting your pull request.

  • Please open an issue before creating a PR or link to an existing issue
  • I have performed a self-review of my own code
  • I have commented my code, particularly in hard-to-understand areas
  • I ran dev/reformat(backend) and cd web && npx lint-staged(frontend) to appease the lint gods

Description

Fixes #8638

Add nomic embedding model provider to support，Nomic Embed's Surprisingly Good MTEB Arena Elo Score. reference：https://www.nomic.ai/blog/posts/evaluating-embedding-models

Nomic Embedding Introduce：https://atlas.nomic.ai/
Nomic Text Embedding Model List：https://docs.nomic.ai/atlas/models/text-embedding
Nomic Embedding python sdk reference：https://docs.nomic.ai/reference/python-api/embeddings

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update, included: Dify Document
  • Improvement, including but not limited to code refactoring, performance optimization, and UI/UX improvement
  • Dependency upgrade

Testing Instructions

Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration

image image image image image image image image image
**Original Pull Request:** https://github.com/langgenius/dify/pull/8640 **State:** closed **Merged:** Yes --- # Checklist: > [!IMPORTANT] > Please review the checklist below before submitting your pull request. - [x] Please open an issue before creating a PR or link to an existing issue - [x] I have performed a self-review of my own code - [ ] I have commented my code, particularly in hard-to-understand areas - [x] I ran `dev/reformat`(backend) and `cd web && npx lint-staged`(frontend) to appease the lint gods # Description Fixes #8638 Add nomic embedding model provider to support，Nomic Embed's Surprisingly Good MTEB Arena Elo Score. reference：https://www.nomic.ai/blog/posts/evaluating-embedding-models Nomic Embedding Introduce：https://atlas.nomic.ai/ Nomic Text Embedding Model List：https://docs.nomic.ai/atlas/models/text-embedding Nomic Embedding python sdk reference：https://docs.nomic.ai/reference/python-api/embeddings ## Type of Change - [ ] Bug fix (non-breaking change which fixes an issue) - [x] New feature (non-breaking change which adds functionality) - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) - [ ] This change requires a documentation update, included: [Dify Document](https://github.com/langgenius/dify-docs) - [ ] Improvement, including but not limited to code refactoring, performance optimization, and UI/UX improvement - [ ] Dependency upgrade # Testing Instructions Please describe the tests that you ran to verify your changes. Provide instructions so we can reproduce. Please also list any relevant details for your test configuration <img width="1876" alt="image" src="https://github.com/user-attachments/assets/883a20d1-1250-4108-9ecc-975c0886e0a8"> <img width="1881" alt="image" src="https://github.com/user-attachments/assets/8d45ace7-f245-4b23-b8cc-2e587d144621"> <img width="1884" alt="image" src="https://github.com/user-attachments/assets/4470e694-fa9e-47c2-84f9-eb066eaf59f1"> <img width="1867" alt="image" src="https://github.com/user-attachments/assets/3b2eec39-4a9f-4314-b592-efa66765dfc6"> <img width="1881" alt="image" src="https://github.com/user-attachments/assets/4913d0e1-e5ed-46a0-a7f5-b64e375783fc"> <img width="1883" alt="image" src="https://github.com/user-attachments/assets/0a1e0f73-38d2-4046-a156-acdb0a04b549"> <img width="1884" alt="image" src="https://github.com/user-attachments/assets/b1d122d4-a1e4-460f-a8ba-a1299b79d34f"> <img width="1884" alt="image" src="https://github.com/user-attachments/assets/eaa61aab-89eb-40b0-a6f5-92018e70bddb"> <img width="1881" alt="image" src="https://github.com/user-attachments/assets/2e44e810-6c22-48d6-843c-4d4e66da1ffb">
yindo added the pull-request label 2026-02-21 20:35:54 -05:00
yindo closed this issue 2026-02-21 20:35:55 -05:00
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Reference: langgenius/dify#26115
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