langgenius/dify
1
0
Fork 0
mirror of https://github.com/langgenius/dify.git synced 2026-07-21 12:05:30 -04:00
Code Issues 775 Packages Projects Releases 10 Wiki Activity

Qdrant does not support full-text search for numbers or letters #5170

New Issue
Closed
opened 2026-02-21 18:09:43 -05:00 by yindo · 2 comments
yindo commented 2026-02-21 18:09:43 -05:00
Owner
Copy Link
Copy Source

Originally created by @leoterry-ulrica on GitHub (Aug 22, 2024).

Originally assigned to: @JohnJyong on GitHub.

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

0.7.0

Cloud or Self Hosted

Self Hosted (Docker)

Steps to reproduce

  1. Recall Test，select full text search
  2. input numbers or letters，forexample：3+；or：3；or：X
  3. click test, return empty data

✔️ Expected Behavior

image

❌ Actual Behavior

image

Originally created by @leoterry-ulrica on GitHub (Aug 22, 2024). Originally assigned to: @JohnJyong on GitHub. ### 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 0.7.0 ### Cloud or Self Hosted Self Hosted (Docker) ### Steps to reproduce 1. Recall Test，select full text search 2. input numbers or letters，forexample：3+；or：3；or：X 3. click test, return empty data ### ✔️ Expected Behavior ![image](https://github.com/user-attachments/assets/12539ca6-6e20-46e1-ba64-47c2c9cedc2d) ### ❌ Actual Behavior ![image](https://github.com/user-attachments/assets/b95ab899-8a57-4c46-9ff3-837044e68734)
yindo added the 👻 feat:rag label 2026-02-21 18:09:43 -05:00
yindo closed this issue 2026-02-21 18:09:43 -05:00
yindo commented 2026-02-21 18:09:44 -05:00
Author
Owner
Copy Link
Copy Source

@dosubot[bot] commented on GitHub (Aug 22, 2024):

The issue you're encountering is due to a known limitation in Dify's integration with Qdrant. Specifically, Qdrant does not support full-text search for numbers or letters. This limitation is documented in the Dify repository, where it is noted that "milvus/zilliz/relyt doesn't support bm25 search" [1].

To address this, you might consider using alternative indexing and retrieval strategies provided by Dify, such as vector search or hybrid search, which may offer better support for your use case. Additionally, you can adjust parameters like TopK and Score Threshold to fine-tune the retrieval process [2][3].

To continue talking to Dosu, mention @dosu.

@dosubot[bot] commented on GitHub (Aug 22, 2024): <!-- Answer --> The issue you're encountering is due to a known limitation in Dify's integration with Qdrant. Specifically, Qdrant does not support full-text search for numbers or letters. This limitation is documented in the Dify repository, where it is noted that "milvus/zilliz/relyt doesn't support bm25 search" <sup>[[1]](https://github.com/langgenius/dify/blob/main/api/core/rag/datasource/vdb/relyt/relyt_vector.py)</sup>. To address this, you might consider using alternative indexing and retrieval strategies provided by Dify, such as vector search or hybrid search, which may offer better support for your use case. Additionally, you can adjust parameters like TopK and Score Threshold to fine-tune the retrieval process <sup>[[2]](https://github.com/langgenius/dify-docs/blob/main/en/guides/knowledge-base/create-knowledge-and-upload-documents.md)</sup><sup>[[3]](https://github.com/langgenius/dify/blob/main/api/core/rag/datasource/vdb/qdrant/qdrant_vector.py)</sup>. <!-- Dosu Comment Footer --> *To continue talking to [Dosu](https://dosu.dev), mention @dosu.*
yindo commented 2026-02-21 18:09:44 -05:00
Author
Owner
Copy Link
Copy Source

@JohnJyong commented on GitHub (Aug 22, 2024):

Word segmentation rule restrictions cannot be met for the time being.

@JohnJyong commented on GitHub (Aug 22, 2024): Word segmentation rule restrictions cannot be met for the time being.
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 👻 feat:rag
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#5170
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?