langgenius/dify
1
0
Fork 0
mirror of https://github.com/langgenius/dify.git synced 2026-07-21 03:55:25 -04:00
Code Issues 775 Packages Projects Releases 10 Wiki Activity

Ollama's embedding model api support error #5060

New Issue
Closed
opened 2026-02-21 18:09:12 -05:00 by yindo · 4 comments
yindo commented 2026-02-21 18:09:12 -05:00
Owner
Copy Link
Copy Source

Originally created by @i220319 on GitHub (Aug 15, 2024).

Self Checks

  • This is only for bug report, if you would like to ask a question, please head to Discussions.
  • I have searched for existing issues search for existing issues, including closed ones.
  • I confirm that I am using English to submit this report (我已阅读并同意 Language Policy).
  • [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:）
  • Please do not modify this template :) and fill in all the required fields.

Dify version

0.70

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

When using Ollama's embedding model, your code should have hardcoded http://localhost:11434/api/embeddings instead of http://localhost:11434/api/embed. The correct endpoint is api/embeddings, not api/embed.

✔️ Expected Behavior

fix this bug

❌ Actual Behavior

wait for fixed

Originally created by @i220319 on GitHub (Aug 15, 2024). ### Self Checks - [X] This is only for bug report, if you would like to ask a question, please head to [Discussions](https://github.com/langgenius/dify/discussions/categories/general). - [X] I have searched for existing issues [search for existing issues](https://github.com/langgenius/dify/issues), including closed ones. - [X] I confirm that I am using English to submit this report (我已阅读并同意 [Language Policy](https://github.com/langgenius/dify/issues/1542)). - [X] [FOR CHINESE USERS] 请务必使用英文提交 Issue，否则会被关闭。谢谢！:） - [X] Please do not modify this template :) and fill in all the required fields. ### Dify version 0.70 ### Cloud or Self Hosted Self Hosted (Docker) ### Steps to reproduce When using Ollama's embedding model, your code should have hardcoded http://localhost:11434/api/embeddings instead of http://localhost:11434/api/embed. The correct endpoint is api/embeddings, not api/embed. ### ✔️ Expected Behavior fix this bug ### ❌ Actual Behavior wait for fixed
yindo added the 🐞 bug label 2026-02-21 18:09:12 -05:00
yindo closed this issue 2026-02-21 18:09:12 -05:00
yindo commented 2026-02-21 18:09:12 -05:00
Author
Owner
Copy Link
Copy Source

@dosubot[bot] commented on GitHub (Aug 15, 2024):

Hello @i220319, I'm here to assist you with any bugs, questions, or contributions you may have for the Dify repository. Let me know how I can help while we wait for a human maintainer.

To fix the issue with Ollama's embedding model API support in Dify version 0.70, you need to update the endpoint in the code from http://localhost:11434/api/embed to http://localhost:11434/api/embeddings.

Here is the updated code snippet:

# Original endpoint
http://localhost:11434/api/embed

# Updated endpoint
http://localhost:11434/api/embeddings

Make sure to replace all instances of the old endpoint in your code with the new one. Additionally, ensure that your Ollama service is correctly configured and accessible at http://localhost:11434. If you are using Docker, you might need to expose the Ollama service to the network properly. For Docker deployments, consider using the host's IP address or host.docker.internal instead of localhost to avoid connection issues [1][2][3].

To continue talking to Dosu, mention @dosu.

@dosubot[bot] commented on GitHub (Aug 15, 2024): <!-- Greeting --> Hello @i220319, I'm here to assist you with any bugs, questions, or contributions you may have for the Dify repository. Let me know how I can help while we wait for a human maintainer. <!-- Answer --> To fix the issue with Ollama's embedding model API support in Dify version 0.70, you need to update the endpoint in the code from `http://localhost:11434/api/embed` to `http://localhost:11434/api/embeddings`. Here is the updated code snippet: ```bash # Original endpoint http://localhost:11434/api/embed # Updated endpoint http://localhost:11434/api/embeddings ``` Make sure to replace all instances of the old endpoint in your code with the new one. Additionally, ensure that your Ollama service is correctly configured and accessible at `http://localhost:11434`. If you are using Docker, you might need to expose the Ollama service to the network properly. For Docker deployments, consider using the host's IP address or `host.docker.internal` instead of `localhost` to avoid connection issues <sup>[[1]](https://github.com/langgenius/dify-docs/blob/main/en/guides/model-configuration/ollama.md)</sup><sup>[[2]](https://github.com/langgenius/dify-docs/blob/main/zh_CN/guides/model-configuration/ollama.md)</sup><sup>[[3]](https://github.com/langgenius/dify-docs/blob/main/jp/guides/model-configuration/ollama.md)</sup>. <!-- Dosu Comment Footer --> *To continue talking to [Dosu](https://dosu.dev), mention @dosu.*
yindo commented 2026-02-21 18:09:12 -05:00
Author
Owner
Copy Link
Copy Source

@crazywoola commented on GitHub (Aug 15, 2024):

See their docs:

Note: this endpoint has been superseded by /api/embed

POST /api/embeddings

Ref: https://github.com/langgenius/dify/pull/6876

@crazywoola commented on GitHub (Aug 15, 2024): - https://github.com/ollama/ollama/blob/main/docs/api.md#generate-embeddings - https://github.com/ollama/ollama/blob/main/docs/api.md#generate-embedding See their docs: > Note: this endpoint has been superseded by /api/embed ``` POST /api/embeddings ``` Ref: https://github.com/langgenius/dify/pull/6876
yindo commented 2026-02-21 18:09:12 -05:00
Author
Owner
Copy Link
Copy Source

@daocoder2 commented on GitHub (Aug 21, 2024):

This is a problem with the ollama API documentation.

I modified this code locally, and it works.

api/core/model_runtime/model_providers/ollama/text_embedding/text_embedding.py

  endpoint_url = endpoint_url.replace("api/embed", "api/embeddings")
  # Make the request to the OpenAI API
  response = requests.post(
      endpoint_url, headers=headers, data=json.dumps(payload), timeout=(10, 300)
  )

  response.raise_for_status()  # Raise an exception for HTTP errors
  response_data = response.json()

  # Extract embeddings and used tokens from the response
  embeddings = response_data["embedding"]
@daocoder2 commented on GitHub (Aug 21, 2024): This is a problem with the ollama API documentation. I modified this code locally, and it works. api/core/model_runtime/model_providers/ollama/text_embedding/text_embedding.py ```python endpoint_url = endpoint_url.replace("api/embed", "api/embeddings") # Make the request to the OpenAI API response = requests.post( endpoint_url, headers=headers, data=json.dumps(payload), timeout=(10, 300) ) response.raise_for_status() # Raise an exception for HTTP errors response_data = response.json() # Extract embeddings and used tokens from the response embeddings = response_data["embedding"] ```
yindo commented 2026-02-21 18:09:12 -05:00
Author
Owner
Copy Link
Copy Source

@crazywoola commented on GitHub (Sep 10, 2024):

You need to upgrade the Ollama client instead of doing this.

@crazywoola commented on GitHub (Sep 10, 2024): You need to upgrade the Ollama client instead of doing this.
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
Knowledge Pipeline
Proposal
WIP
cloud
dependencies
feat:webapp
good first issue
outdated
performance
pull-request
Mirrored from GitHub Pull Request
 python:uv
refactor
size:L
stale
status: accepting prs
status: blocked
status: in discussion
stt & tts
vulnerablity
web
wont-fix
🌊 feat:workflow
🌚 invalid
🐞 bug
👻 feat:rag
💪 enhancement
📚 documentation
🔨 feat:tools
🙋‍♂️ question
🙏 help wanted
🤔 cant-reproduce
🤖 feat:agent
No Label 🐞 bug
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
yindo
No Assignees
1 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: langgenius/dify#5060
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?