buua436
ad5c331c0b
fix: remove system variable API routes ( #21410 )
2026-10-23 16:59:28 +08:00
Jin Hai
1d7744f944
CLI: model group ( #21392 )
...
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-10-23 15:48:38 +08:00
Jin Hai
b73f030931
CLI: add show model stats ( #21376 )
...
```
SHOW MODEL STATS;
SHOW MODEL STATS DAYS 7;
SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31';
SHOW MODEL STATS DAYS 7 'openai'; -- provider
SHOW MODEL STATS DAYS 7 'openai' 'prod'; -- provider + instance
SHOW MODEL STATS DAYS 7 'openai' 'prod' 'gpt-4o'; -- provider + instance + model
SHOW MODEL STATS DAYS 7 BY DATE;
SHOW MODEL STATS DAYS 7 BY MODEL;
SHOW MODEL STATS DAYS 7 BY INSTANCE;
SHOW MODEL STATS DAYS 7 BY PROVIDER;
SHOW MODEL STATS DAYS 30 'openai' BY DATE;
SHOW MODEL STATS DAYS 30 'openai' 'prod' BY MODEL;
SHOW MODEL STATS DAYS 30 'openai' 'prod' 'gpt-4o' BY DATE;
SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31' 'azure' BY INSTANCE;
SHOW MODEL STATS FROM '2024-01-01' TO '2024-01-31' BY PROVIDER;
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-10-23 13:29:40 +08:00
Jin Hai
3f3f588abe
CLI: add show quota ( #21243 )
...
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-10-20 18:54:51 +08:00
Jin Hai
950b0fa4a3
Go cli: refactor ( #20249 )
...
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-09-29 14:20:09 +08:00
Jin Hai
16de4bfcb6
Go CLI: set/show cpu/memory/concurrency ( #20002 )
...
```
RAGFlow(api/default)> show cores;
ragflow-cli error: Get cores not implemented
RAGFlow(api/default)> set cores 1;
ragflow-cli error: Set cores not implemented
RAGFlow(api/default)> show memory;
ragflow-cli error: Get memory not implemented
RAGFlow(api/default)> set memory 1;
ragflow-cli error: Set memory not implemented
RAGFlow(api/default)> show concurrency;
ragflow-cli error: Get concurrency not implemented
RAGFlow(api/default)> show concurrency 1;
ragflow-cli error: Get concurrency not implemented
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-09-21 21:50:13 +08:00
Jin Hai
c69960bc26
Go CLI: show hardware ( #19991 )
...
```
RAGFlow(admin)> show hardware
+----------+-------------+
| field | value |
+----------+-------------+
| Memory | 33045229568 |
| OS | linux |
| Arch | amd64 |
| CPUCores | 14 |
+----------+-------------+
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-09-21 19:25:11 +08:00
qinling0210
25a7c14e4f
fix(tag): rebuild tagging on a Go tag source index ( #19985 )
...
### Summary
rebuild tagging on a Go tag source index
```
The following endpoints are removed in GO because there is no tag datatset inGO.
GET /api/v1/datasets/:dataset_id/tags
PUT /api/v1/datasets/:dataset_id/tags
DELETE /api/v1/datasets/:dataset_id/tags
```
2026-09-21 19:23:29 +08:00
Jin Hai
84b7608668
Go CLI: fix benchmark ( #19946 )
...
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-09-21 14:45:22 +08:00
Wang Qi
fe501ebb04
Refactor: move chat message/reference to dedicated tables ( #19577 )
2026-09-15 15:52:12 +08:00
gluedtea
58d42f9341
docs: clarify parser and email text ( #19541 )
...
Clarifies Docker, email parameter, and parser wording.
2026-09-14 19:20:38 +08:00
qinling0210
aa78e8d224
Remove internal cli 'insert chunks from file' and 'insert metadata from file' ( #19591 )
2026-09-14 14:23:04 +08:00
Wang Qi
b7e577ce48
Refactor: combine 3 retrieval/search API as one ( #19303 )
2026-09-08 11:41:46 +08:00
mkaaad
0dbfaa8b67
feat(cli): add sync logs listing commands for the user CLI ( #18195 )
...
### Summary
```
RAGFlow(api/default)> LIST SYNC LOGS WITH PAGE_SIZE 2 PAGE 2;
Total: 764
+----------------------------------+-------------------------+-------------+-----------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| connector_id | docs_removed_from_index | error_count | error_msg | id | kb_id | kb_name | new_docs_indexed | prune_freq | refresh_freq | status | task_type | time_started | total_docs_indexed | update_date |
+----------------------------------+-------------------------+-------------+-----------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | fb55b5f1fb754475834cd9eac8b52054 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:45 | 16 | 2026-08-13 09:49:46 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 3cad779d7d2e4efb8d8d2dbf05d45653 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:42 | 16 | 2026-08-13 09:49:43 |
+----------------------------------+-------------------------+-------------+-----------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
```
```
RAGFlow(api/default)> LIST SYNC LOGS;
Total: 764
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| connector_id | docs_removed_from_index | error_count | error_msg | id | kb_id | kb_name | new_docs_indexed | prune_freq | refresh_freq | status | task_type | time_started | total_docs_indexed | update_date |
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| 02b5b14183884445bd55ad6b9d322204 | 0 | 1 | sync task failed: failed to fetch URL: Get "https://xxxxxxxxxxxx/rss.xml ": EOF | 87592e5623fc4284bf69b9290f322718 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 4 | sync | 2026-08-13 09:49:48 | 16 | 2026-08-13 09:51:01 |
| 570138201cf44e1180711f1ebdf8492f | 0 | 1 | sync task failed: failed to fetch URL: Get "https://www.ruanyifeng.com/blog/atom.xml ": EOF | 456adbbf21a147af99adfce4405abd99 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 1 | 4 | sync | 2026-08-13 09:50:00 | 3 | 2026-08-13 09:50:18 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | fb55b5f1fb754475834cd9eac8b52054 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:45 | 16 | 2026-08-13 09:49:46 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 3cad779d7d2e4efb8d8d2dbf05d45653 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:42 | 16 | 2026-08-13 09:49:43 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | dd09320aa5b34d6cbcfa7b03ede68c4a | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:36 | 16 | 2026-08-13 09:49:38 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | afbcee73240f420ca1997e6506f387fb | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:33 | 16 | 2026-08-13 09:49:34 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 7d018146a0f14a25b7263d5980fdc30f | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:30 | 16 | 2026-08-13 09:49:32 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 520e0d6f421e40628ab541fc4fee1a69 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:27 | 16 | 2026-08-13 09:49:28 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 3d3ce49825de4ef99642e7994ae954e3 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:21 | 16 | 2026-08-13 09:49:22 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 1c511f9b4a7c425fb30a956589ca56fa | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:18 | 16 | 2026-08-13 09:49:19 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | b9ab73c3f48c4f47a84fd55b542b32b4 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:15 | 16 | 2026-08-13 09:49:16 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | db0cad90a7744d758b24d2e3d3828963 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:12 | 16 | 2026-08-13 09:49:13 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | a501eadb2cce452187f3c86431352c70 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:08 | 16 | 2026-08-13 09:49:10 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | b4265a3b7baf4466a525b91a9fe21b71 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:03 | 16 | 2026-08-13 09:49:05 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | a6ad590931c046dda5fc3222b4010c06 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:00 | 16 | 2026-08-13 09:49:02 |
......
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
```
list all logs
```
RAGFlow(api/default)> LIST DATASET 'test' SYNC LOGS;
Total: 764
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| connector_id | docs_removed_from_index | error_count | error_msg | id | kb_id | kb_name | new_docs_indexed | prune_freq | refresh_freq | status | task_type | time_started | total_docs_indexed | update_date |
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
| 02b5b14183884445bd55ad6b9d322204 | 0 | 1 | sync task failed: failed to fetch URL: Get "https://xxxxxxxxxxxx/rss.xml ": EOF | 87592e5623fc4284bf69b9290f322718 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 4 | sync | 2026-08-13 09:49:48 | 16 | 2026-08-13 09:51:01 |
| 570138201cf44e1180711f1ebdf8492f | 0 | 1 | sync task failed: failed to fetch URL: Get "https://www.ruanyifeng.com/blog/atom.xml ": EOF | 456adbbf21a147af99adfce4405abd99 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 1 | 4 | sync | 2026-08-13 09:50:00 | 3 | 2026-08-13 09:50:18 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | fb55b5f1fb754475834cd9eac8b52054 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:45 | 16 | 2026-08-13 09:49:46 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 3cad779d7d2e4efb8d8d2dbf05d45653 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:42 | 16 | 2026-08-13 09:49:43 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | dd09320aa5b34d6cbcfa7b03ede68c4a | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:36 | 16 | 2026-08-13 09:49:38 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | afbcee73240f420ca1997e6506f387fb | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:33 | 16 | 2026-08-13 09:49:34 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 7d018146a0f14a25b7263d5980fdc30f | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:30 | 16 | 2026-08-13 09:49:32 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 520e0d6f421e40628ab541fc4fee1a69 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:27 | 16 | 2026-08-13 09:49:28 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 3d3ce49825de4ef99642e7994ae954e3 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:21 | 16 | 2026-08-13 09:49:22 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | 1c511f9b4a7c425fb30a956589ca56fa | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:18 | 16 | 2026-08-13 09:49:19 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | b9ab73c3f48c4f47a84fd55b542b32b4 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:15 | 16 | 2026-08-13 09:49:16 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | db0cad90a7744d758b24d2e3d3828963 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:12 | 16 | 2026-08-13 09:49:13 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | a501eadb2cce452187f3c86431352c70 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:08 | 16 | 2026-08-13 09:49:10 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | b4265a3b7baf4466a525b91a9fe21b71 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:03 | 16 | 2026-08-13 09:49:05 |
| 02b5b14183884445bd55ad6b9d322204 | 0 | 0 | | a6ad590931c046dda5fc3222b4010c06 | 0e6e28e65b7044e58070e0e4252319a6 | test | 0 | 5 | 0 | 3 | sync | 2026-08-13 09:49:00 | 16 | 2026-08-13 09:49:02 |
......
+----------------------------------+-------------------------+-------------+--------------------------------------------------------------------------------------------+----------------------------------+----------------------------------+---------+------------------+------------+--------------+--------+-----------+---------------------+--------------------+---------------------+
```
2026-08-13 18:39:29 +08:00
Jin Hai
f621b4c7b4
Go: refactor config ( #17678 )
...
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-08-01 22:06:56 +08:00
Jin Hai
2a6e210020
Go: align db schema to python ( #16935 )
...
As title.
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-07-15 23:05:06 +08:00
Wang Qi
6a4b9be426
Refactor: reformat all code for lefthook using ruff and gofmt ( #16585 )
2026-07-03 12:53:39 +08:00
qinling0210
7862f69f39
Implement chat completions in go ( #16491 )
...
### Summary
POST /api/v1/chat/completions
2026-07-01 15:52:52 +08:00
Jin Hai
7c1edca15e
Go CLI: fix api commands ( #16457 )
...
### Summary
As title.
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-29 19:09:32 +08:00
Jin Hai
3202ec6abf
Go CLI: refactor commands ( #16447 )
...
### Summary
1. Move debug commands to dev file.
2. Refactor some commands syntax
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-29 17:03:26 +08:00
Jin Hai
d4ef3d21d1
Go CLI: Add create and drop commands ( #16430 )
...
### What problem does this PR solve?
1. Add CREATE and DROP DATASET / MEMORY / AGENT / SEARCH / CHAT.
2. Add option to build.sh to strip RAGFlow binary.
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-29 11:13:14 +08:00
Jin Hai
f763044889
Go CLI: Fix show admin server and api server ( #16382 )
...
### What problem does this PR solve?
RAGFlow(api/default)> show admin server;
RAGFlow(api/default)> show api server 'default';
RAGFlow(admin)> show admin server;
RAGFlow(admin)> show api server 'default';
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-26 19:16:14 +08:00
Jin Hai
2667995b25
Go CLI: Fix show model and list models ( #16380 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> show model 'WiseDiag-Z1 Think';
RAGFlow(api/default)> list models;
RAGFlow(admin)> show model 'WiseDiag-Z1 Think';
RAGFlow(admin)> list models;
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-26 15:36:01 +08:00
Jin Hai
8bc27d8df1
Go CLI: fix show variable ( #16370 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> show var 'mail.port';
+-----------+-----------+--------------+-------+
| data_type | name | setting_type | value |
+-----------+-----------+--------------+-------+
| integer | mail.port | config | 30 |
+-----------+-----------+--------------+-------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-26 13:51:56 +08:00
Jin Hai
58da1d6bc3
Go CLI: fix model related commands ( #16368 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> show provider 'zhipu-ai'
RAGFlow(api/default)> show provider 'zhipu-ai' instance 'test';
RAGFlow(api/default)> show provider 'zhipu-ai' instance 'test' balance;
RAGFlow(api/default)> show provider 'zhipu-ai' model 'glm-4.5';
```
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-26 07:07:49 +08:00
Jin Hai
dbefadd86a
Go CLI: refactor ( #16355 )
2026-06-25 20:36:50 +08:00
Jin Hai
edfa9be67f
Go CLI: fix list provider instance tasks ( #16345 )
2026-06-25 15:49:31 +08:00
Jin Hai
7ef4a4a06a
Go CLI: list provider instance models, sync and list provider ( #16311 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> list provider 'zhipu-ai' instance 'test' models sync;
+------------+---------------+------------+-------------+------------------+---------------------------------------------+
| dimensions | max_dimension | max_tokens | model_types | name | thinking |
+------------+---------------+------------+-------------+------------------+---------------------------------------------+
| | | 128000 | [chat] | glm-4.5@z-ai | map[clear_thinking:true default_value:true] |
| | | 128000 | [chat] | glm-4.5-air@z-ai | map[clear_thinking:true default_value:true] |
| | | 202752 | [chat] | glm-4.6@z-ai | map[clear_thinking:true default_value:true] |
| | | 202752 | [chat] | glm-4.7@z-ai | map[clear_thinking:true default_value:true] |
| | | 202752 | [chat] | glm-5@z-ai | map[clear_thinking:true default_value:true] |
| | | 200000 | [chat] | glm-5-turbo@z-ai | map[clear_thinking:true default_value:true] |
| | | 202752 | [chat] | glm-5.1@z-ai | map[clear_thinking:true default_value:true] |
| | | | [chat] | glm-5.2@z-ai | |
+------------+---------------+------------+-------------+------------------+---------------------------------------------+
RAGFlow(api/default)> list provider 'zhipu-ai' instance 'test' models;
RAGFlow(api/default)> list dataset 'aaa' ingestion tasks;
RAGFlow(api/default)> list dataset '0abe79f9423311f1ad8d38a74640adcc' documents;
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-25 10:01:21 +08:00
Jin Hai
1fc02606ea
Go CLI: fix key commands ( #16306 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> set key 'ragflow-JgnarFSCUiV99oOvvMDei7ZzZg1cVlqGd1AMHrHeKE4';
SUCCESS
RAGFlow(api/default)> unset key;
SUCCESS
RAGFlow(api/default)> list provider 'zhipu-ai' instances;
RAGFlow(api/default)> list providers;
RAGFlow(api/default)> list available providers;
RAGFlow(api/default)> list provider 'zhipu-ai' instance 'test' models;
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-24 18:48:09 +08:00
Jin Hai
9624f70b22
Go CLI: refactor ( #16299 )
...
```
RAGFlow(api/default)> list dataset 'e93ab2c04ad111f1b17438a74640adcc' documents;
Total: 1
RAGFlow(api/default)> list datasets;
RAGFlow(api/default)> list chats;
Total: 2
RAGFlow(api/default)> list agents;
Total: 1
RAGFlow(api/default)> list searches;
Total: 1
RAGFlow(api/default)> list keys;
+----------------------------------+---------------+----------------------------------+-----------------------------------------------------+---------------+
| beta | create_time | tenant_id | token | update_time |
+----------------------------------+---------------+----------------------------------+-----------------------------------------------------+---------------+
| GKsLEdSUkl76gJz1k_4fJpSQRIlWsiki | 1782285917523 | 2ba4881420fa11f19e9c38a74640adcc | ragflow-JgnarFSCUiV99oOvvMDei7ZzZg1cVlqGd1AMHrHeKE4 | 1782285917523 |
+----------------------------------+---------------+----------------------------------+-----------------------------------------------------+---------------+
RAGFlow(api/default)> create key;
SUCCESS
RAGFlow(api/default)> drop key 'ragflow-aA4R7AuUD158yh2LDh7IDBiqwOKFDKeTwUSQSLVdPdM';
SUCCESS
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-24 16:50:40 +08:00
Jin Hai
e615e4faab
Go CLI: fix mode switch ( #16294 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> add admin host '127.0.0.1:9383';
SUCCESS
RAGFlow(api/default)> use admin;
SUCCESS
RAGFlow(admin)> delete api 'default';
SUCCESS
RAGFlow(admin)> delete api 'default';
CLI error: api server: default not found
RAGFlow(admin)> add api 'default' host '127.0.0.1:9384';
SUCCESS
RAGFlow(admin)> use api 'default';
SUCCESS
RAGFlow(api/default)> delete admin
SUCCESS
RAGFlow(api/default)> delete admin;
CLI error: admin server not exists
RAGFlow(api/default)> list api server;
+------------+---------------+-----------------+---------+
| api_server | api_server_ip | api_server_port | auth |
+------------+---------------+-----------------+---------+
| default | 127.0.0.1 | 9384 | no auth |
+------------+---------------+-----------------+---------+
RAGFlow(api/default)> add admin host '127.0.0.1:9383';
SUCCESS
RAGFlow(api/default)> show admin server;
+-------------------+-----------+
| field | value |
+-------------------+-----------+
| admin_server_ip | 127.0.0.1 |
| admin_server_port | 9383 |
| auth | no auth |
+-------------------+-----------+
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-24 13:41:01 +08:00
Jin Hai
dec2ce4a60
Go CLI: admin model framework ( #16252 )
2026-06-23 16:57:05 +08:00
Jin Hai
b661e9c19e
Go CLI: admin list providers ( #16243 )
...
### What problem does this PR solve?
```
RAGFlow(admin)> list providers;
+----------------------+-------------------------------------------------------------+
| command | error |
+----------------------+-------------------------------------------------------------+
| list_model_providers | 'list model providers' is implemented in enterprise edition |
+----------------------+-------------------------------------------------------------+
RAGFlow(admin)> add provider 'zhipu-ai';
+-------------+-----------------------------------------------------------+
| field | value |
+-------------+-----------------------------------------------------------+
| command | add_model_provider |
| error | 'add model provider' is implemented in enterprise edition |
| provider_id | admin |
| user_id | zhipu-ai |
+-------------+-----------------------------------------------------------+
RAGFlow(admin)> delete provider 'zhipu-ai';
+-------------+--------------------------------------------------------------+
| field | value |
+-------------+--------------------------------------------------------------+
| command | delete_model_provider |
| error | 'delete model provider' is implemented in enterprise edition |
| provider_id | admin |
| user_id | zhipu-ai |
+-------------+--------------------------------------------------------------+
RAGFlow(admin)> add provider 'zhipu-ai' instance 'instance1';
+---------------+-----------------------------------------------------------+
| field | value |
+---------------+-----------------------------------------------------------+
| command | add_model_instance |
| error | 'add model instance' is implemented in enterprise edition |
| instance_name | instance1 |
| provider_id | zhipu-ai |
| user_id | admin |
+---------------+-----------------------------------------------------------+
RAGFlow(admin)> delete provider 'zhipu-ai' instance 'test'
+-------------+--------------------------------------------------------------+
| field | value |
+-------------+--------------------------------------------------------------+
| instances | [test] |
| provider_id | zhipu-ai |
| user_id | admin |
| command | delete_model_provider |
| error | 'delete model instance' is implemented in enterprise edition |
+-------------+--------------------------------------------------------------+
RAGFlow(admin)> add provider 'zhipu-ai' instance 'instance1' model 'xxx';
+---------------+--------------------------------------------------+
| field | value |
+---------------+--------------------------------------------------+
| command | add_model |
| error | 'add model' is implemented in enterprise edition |
| instance_name | instance1 |
| model_names | [xxx] |
| provider_id | zhipu-ai |
| user_id | admin |
+---------------+--------------------------------------------------+
RAGFlow(admin)> delete provider 'zhipu-ai' instance 'test' model 'xxx';
+---------------+------------------------------------------------------+
| field | value |
+---------------+------------------------------------------------------+
| command | delete_model_provider |
| error | 'delete models' is implemented in enterprise edition |
| instance_name | test |
| models | [xxx] |
| provider_id | zhipu-ai |
| user_id | admin |
+---------------+------------------------------------------------------+
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-23 10:26:31 +08:00
Haruko386
02cc1d6438
fix: unable to chat after set model ( #16195 )
...
### What problem does this PR solve?
```
fixed:
RAGFlow(api/default)> use model 'minimax-m2.5@test@minimax'
SUCCESS
RAGFlow(api/default)> chat message 'who r u'
Answer: Hey! I'm MiniMax-M2.5, an AI assistant here to help you with questions, tasks, or whatever you need. What can I do for you?
Time: 1.727263
```
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
2026-06-22 18:14:58 +08:00
Jin Hai
05e758e4fe
Go CLI: Fix alter role ( #16226 )
...
### What problem does this PR solve?
As title.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-22 17:33:47 +08:00
Jin Hai
760229d917
Go CLI: admin list configs ( #16221 )
...
### What problem does this PR solve?
- list configs;
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-22 08:19:23 +08:00
Jin Hai
5039f46999
Go CLI: refactor commands ( #16213 )
...
### What problem does this PR solve?
As title.
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-21 16:50:02 +08:00
Jin Hai
1b712be599
Go CLI: refactor some commands ( #16204 )
...
### What problem does this PR solve?
- list resources
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-20 02:31:07 +08:00
qinling0210
563d855780
Implement OpenAI chat completions in GO ( #16177 )
...
### What problem does this PR solve?
Implement OpenAI chat completions in GO
POST /api/v1/openai/<chat_id>/chat/completions
OpenAI chat cli: internal/development.md
### Type of change
- [x] Refactoring
2026-06-18 18:07:27 +08:00
Jin Hai
20d11648a4
Go: add statistics command ( #16119 )
...
### What problem does this PR solve?
Prepare for enterprise command
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-18 15:21:44 +08:00
Hz_
065797b047
Refactor(go-cli): improve variable and label naming in CLI parseAddModel ( #16145 )
...
### What problem does this PR solve?
This PR improves code readability in the CLI parser by renaming the loop
index `i` to `modelIndex`. It also renames the loop label `A` to
`optionsLoop` to align with standard Go naming conventions.
### Type of change
- [x] Refactoring
2026-06-17 20:21:42 +08:00
Hz_
0c92a38055
feat(go-cli): support add models with embedding type ( #16020 )
...
### What problem does this PR solve?
This PR enhances the CLI parser to support dimension configurations for
custom embedding models. Users can now specify the maximum dimension and
other supported dimensions directly after the embedding keyword.
```
add model 'x1 x2 x3 x4 x5' to provider 'vllm' instance 'test' with
tokens 1024 chat think vision,
token 2048 chat,
token 1024 think vision,
token 0 embedding 2048 64 1024 2048,
token 0 embedding 2048;
```
- The first integer following embedding represents the max_dimension.
- Any subsequent integers represent specific alternative dimensions.
- If no subsequent integers are provided, dimensions defaults to empty,
indicating all sizes under max_dimension are supported.
2026-06-16 12:53:43 +08:00
Jin Hai
32d5c0039b
Go: refactor model API to accept model id ( #15999 )
...
### What problem does this PR solve?
Not not only model_name@instance_name@provider_name is acceptable, but
also model_id is acceptable.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-15 10:10:14 +08:00
Jin Hai
e96bc37d06
Go: use NATS as the message queue ( #15327 )
...
### What problem does this PR solve?
```
RAGFlow(admin)> mq publish 'msg2';
SUCCESS
RAGFlow(admin)> mq publish 'msg3';
SUCCESS
RAGFlow(admin)> mq list;
+---------+---------------+
| message | subject |
+---------+---------------+
| msg1 | tasks.RAGFLOW |
| msg2 | tasks.RAGFLOW |
| msg3 | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq pull 2;
+---------+---------------+
| message | subject |
+---------+---------------+
| msg1 | tasks.RAGFLOW |
| msg2 | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq pull noack;
+---------+---------------+
| message | subject |
+---------+---------------+
| abc | tasks.RAGFLOW |
+---------+---------------+
RAGFlow(admin)> mq show
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+
| ack_pending_count | consumer_count | memory | message_count | pending_count | redelivered_count | waiting_count |
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+
| 2 | 1 | 0 | 2 | 0 | 1 | 0 |
+-------------------+----------------+--------+---------------+---------------+-------------------+---------------+
RAGFlow(admin)> list ingestors;
+--------------+-------------------------------------------+--------+
| host | name | status |
+--------------+-------------------------------------------+--------+
| 192.168.1.38 | ingestor-8f0e4bd5650a4ac58b0151969fbf6935 | alive |
+--------------+-------------------------------------------+--------+
RAGFlow(admin)> list ingestion tasks;
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+
| document_id | id | status | step | user | user_id |
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+
| ffe64fae423411f1a2d938a74640adcc | 90d3d0f6528941c1ac8eb0360effccc4 | COMPLETED | 5 | aaa@aaa.com | 2ba4881420fa11f19e9c38a74640adcc |
+----------------------------------+----------------------------------+-----------+------+-------------+----------------------------------+
RAGFlow(admin)> remove ingestion tasks '90d3d0f6528941c1ac8eb0360effccc4';
+---------+----------------------------------+
| delete | task_id |
+---------+----------------------------------+
| success | 90d3d0f6528941c1ac8eb0360effccc4 |
+---------+----------------------------------+
RAGFlow(admin)> stop ingestion tasks 'e89e20d9a25848a1b79bd9345ddbfe1d';
+----------+----------------------------------+
| status | task_id |
+----------+----------------------------------+
| STOPPING | e89e20d9a25848a1b79bd9345ddbfe1d |
+----------+----------------------------------+
# Publish a message
RAGFlow(admin)> mq publish 'cdd';
SUCCESS
# List current tasks in the message queue
RAGFlow(admin)> mq list
+----------------------------------+---------------+
| message | subject |
+----------------------------------+---------------+
| 7ce392a3c1624cd2be4b5276e8825059 | tasks.RAGFLOW |
+----------------------------------+---------------+
# Consume a task from the message queue
RAGFlow(admin)> mq pull
+------+-----+----------------+
| ack | id | type |
+------+-----+----------------+
| true | cdd | ingestion_test |
+------+-----+----------------+
# User mode
# List ingestion tasks, followed by dataset id
RAGFlow(user)> list ingestion tasks from '0abe79f9423311f1ad8d38a74640adcc';
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
RAGFlow(user)> list ingestion tasks;
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-06-02T19:02:31+08:00 | 1780398151417 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | e89e20d9a25848a1b79bd9345ddbfe1d | | COMPLETED | 2026-06-02T19:02:52+08:00 | 1780398172208 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
# Create an ingestion task
# First argument is document id, second argument is dataset id
RAGFlow(user)> start ingestion 'ffe64fae423411f1a2d938a74640adcc' from '0abe79f9423311f1ad8d38a74640adcc';
+----------------------------------+-------------------------------------------+
| document_id | result |
+----------------------------------+-------------------------------------------+
| ffe64fae423411f1a2d938a74640adcc | task_id: 8d758cd14a8b4ba8ab505003fb52017d |
+----------------------------------+-------------------------------------------+
# Pause an ingestion task, first argument is ingestion id
RAGFlow(user)> stop ingestion '8d758cd14a8b4ba8ab505003fb52017d';
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| create_date | create_time | dataset_id | document_id | id | schema | status | update_date | update_time | user_id |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
| 2026-05-30T20:21:06+08:00 | 1780143666289 | 0abe79f9423311f1ad8d38a74640adcc | ffe64fae423411f1a2d938a74640adcc | 8d758cd14a8b4ba8ab505003fb52017d | | COMPLETED | 2026-05-30T20:21:26+08:00 | 1780143686431 | 2ba4881420fa11f19e9c38a74640adcc |
+---------------------------+---------------+----------------------------------+----------------------------------+----------------------------------+--------+-----------+---------------------------+---------------+----------------------------------+
# Delete an ingestion task
RAGFlow(api/default)> remove ingestion tasks 'f366450a27d54677aec1c7090add30f0';
+---------+----------------------------------+
| remove | task_id |
+---------+----------------------------------+
| success | f366450a27d54677aec1c7090add30f0 |
+---------+----------------------------------+
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-12 14:56:44 +08:00
Jin Hai
ca00d23aac
Go: add parse and chunk command ( #15936 )
...
### What problem does this PR solve?
Two commands are used for ingestion file testing
```
RAGFlow(api/default)> chunk 'file' with 'dsl';
Chunk file: file, DSL: dsl
SUCCESS
RAGFlow(api/default)> parse file 'filename' chat 'xxx';
Success to parse local file "filename", vision: , chat: xxx, asr: , ocr: , embedding: , doc_parse:
SUCCESS
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-11 13:33:26 +08:00
Jin Hai
7c1bd9a5a5
Go CLI: switch to admin/api server ( #15861 )
...
### What problem does this PR solve?
```
RAGFlow(api/default)> use admin
SUCCESS
RAGFlow(api/default)> use api 'abc';
SUCCESS
```
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-10 10:57:00 +08:00
Jin Hai
d02eb6b596
Go: refactor CLI ( #15728 )
...
### What problem does this PR solve?
```
RAGFlow(user)> add api server 'ccc' host '127.0.0.1:9980';
SUCCESS
RAGFlow(user)> list api server;
+------------+---------------+-----------------+---------+-------------+---------------+
| api_server | api_server_ip | api_server_port | auth | user_name | user_password |
+------------+---------------+-----------------+---------+-------------+---------------+
| ccc | 127.0.0.1 | 9980 | no auth | | |
| default | 127.0.0.1 | 9384 | login | aaa@aaa.com | *** |
+------------+---------------+-----------------+---------+-------------+---------------+
RAGFlow(user)> delete api server 'ccc';
SUCCESS
RAGFlow(user)> list api server;
+------------+---------------+-----------------+---------+
| api_server | api_server_ip | api_server_port | auth |
+------------+---------------+-----------------+---------+
| default | 127.0.0.1 | 9384 | no auth |
+------------+---------------+-----------------+---------+
RAGFlow(user)> show admin server;
+--------------+-------+
| field | value |
+--------------+-------+
| admin_server | N/A |
+--------------+-------+
RAGFlow(user)> add admin server host '127.0.0.1:9880';
SUCCESS
RAGFlow(user)> show admin server;
+-------------------+-----------+
| field | value |
+-------------------+-----------+
| admin_server_ip | 127.0.0.1 |
| admin_server_port | 9880 |
| auth | no auth |
+-------------------+-----------+
RAGFlow(user)> delete admin server;
SUCCESS
RAGFlow(user)> show admin server;
+--------------+-------+
| field | value |
+--------------+-------+
| admin_server | N/A |
+--------------+-------+
RAGFlow(user)> show current
+-----------------+-------------+
| field | value |
+-----------------+-------------+
| api_server_port | 9384 |
| user_name | aaa@aaa.com |
| user_password | *** |
| mode | api |
| verbose | false |
| api_server | default |
| api_server_ip | 127.0.0.1 |
| auth | login |
| output | table |
| interactive | true |
+-----------------+-------------+
```
### Type of change
- [x] Refactoring
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-09 15:22:50 +08:00
Jin Hai
55abf4f565
Go: new CLI command, list all models and show model ( #15786 )
...
### What problem does this PR solve?
```
RAGFlow(user)> list models;
+---------------------------+------------+-------------+--------------------+---------------------------------------------+
| alias | max_tokens | model_types | name | thinking |
+---------------------------+------------+-------------+--------------------+---------------------------------------------+
| | 1048576 | [chat] | deepseek-v4-flash | map[clear_thinking:true default_value:true] |
| | 1048576 | [chat] | deepseek-v4-pro | map[clear_thinking:true default_value:true] |
| | 1024000 | [chat] | minimax-m3 | map[clear_thinking:true default_value:true] |
| | 64000 | [vision] | glm-4.5v | map[clear_thinking:true default_value:true] |
| [baai/bge-m3] | 8192 | [embedding] | bge-m3 | |
| [baai/bge-reranker-v2-m3] | 1024 | [rerank] | bge-reranker-v2-m3 | |
| | | [tts] | step-audio-tts-3b | |
| [qwen/qwen3-asr-1.7b] | | [asr] | qwen3-asr-1.7b | |
| [paddleocr-vl-1.5] | | [ocr] | paddleocr-vl-0.9b | |
+---------------------------+------------+-------------+--------------------+---------------------------------------------+
RAGFlow(user)> show model 'minimax-m3';
+--------------+---------------------------------------------+
| field | value |
+--------------+---------------------------------------------+
| name | minimax-m3 |
| max_tokens | 1024000 |
| model_types | [chat] |
| thinking | map[clear_thinking:true default_value:true] |
| class | |
| alias | |
| ModelTypeMap | |
+--------------+---------------------------------------------+
RAGFlow(user)> show model 'baai/bge-m3';
+--------------+---------------+
| field | value |
+--------------+---------------+
| model_types | [embedding] |
| thinking | |
| class | |
| alias | [baai/bge-m3] |
| ModelTypeMap | |
| name | bge-m3 |
| max_tokens | 8192 |
+--------------+---------------+
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com >
2026-06-08 21:38:15 +08:00
qinling0210
c960dc2a4c
Refine handling of POST /api/v1/datasets/search in GO ( #15583 )
...
### What problem does this PR solve?
Refine handling of POST /api/v1/datasets/search in GO
### Type of change
- [x] Refactoring
2026-06-08 11:49:37 +08:00
Hz_
1deb1313d2
feat(go-cli): support batch model add/remove and optional embedding dimension ( #15631 )
...
## Summary
This PR improves the Go CLI in two areas:
1. It adds batch model management support, allowing multiple models to
be added or removed in a single command.
2. It makes the `dimension` argument optional for the `embed text`
command.
These changes keep the existing single-model and explicit-dimension
behaviors compatible while making the CLI more convenient for common
workflows.
## What Changed
### 1. Batch model add/remove support
The CLI now supports operating on multiple model names provided in a
single quoted string.
Supported commands include:
```
add model 'x1 x2 x3' to provider 'vllm' instance 'test' with tokens 1024 chat think vision, token 2048 chat, token 1024 think vision;
drop model 'x1 x2 x3' from 'vllm' 'test';
remove model 'x1 x2 x3' from 'vllm' 'test';
```
For add model, each config segment after with is matched to the
corresponding model name by position.
Example mapping:
- x1 -> tokens 1024, chat + vision, thinking=true
- x2 -> tokens 2048, chat
- x3 -> tokens 1024, vision, thinking=true
The existing single-model syntax remains supported.
### 2. Optional embedding dimension
Previously, the Go CLI required dimension to be explicitly provided for
embed text.
Before:
embed text 'what is rag' 'who are you' with 'model@test@provider'
dimension 8192;
Now both forms are supported:
embed text 'what is rag' 'who are you' with 'model@test@provider'
dimension 8192;
embed text 'what is rag' 'who are you' with 'model@test@provider';
When omitted, the CLI leaves dimension unset and relies on
provider/backend behavior.
## Tests
Added parser tests covering:
- Multiple models with multiple config segments
- Model type deduplication
- Model/config count mismatch
- Drop/remove multiple models
- Optional embedding dimension parsing
2026-06-05 19:31:06 +08:00
buua436
Jin Hai
qinling0210
Wang Qi
gluedtea
mkaaad
Haruko386
Hz_