### Summary
```
RAGFlow(api/default)> CHAT WITH 'glm-4-flash@new_test@zhipu-ai' MESSAGE '30 words describes LLM';
Answer: Hello! I'm ChatGLM, an AI assistant. Feel free to ask me any questions or request help with any tasks.
Input tokens: 5
Output tokens: 28
Time: 12.748241
```
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
## Summary
- Preserve request-scoped system variables such as files and user IDs
during Canvas execution.
- Persist conversation history, turn counts, and tool memory in the
session DSL across turns.
- Parse agent uploads into `sys.files` and align system variable
rendering with Python.
## Testing
- `bash build.sh --test ./internal/agent/...`
- `bash build.sh --test ./internal/service/...`
<img width="1896" height="1232" alt="image"
src="https://github.com/user-attachments/assets/b420cd97-53c3-470f-a3e1-d39cea26a213"
/>
### What problem does this PR solve?
Await Response incorrectly consumed the initial `sys.query` as its
input, so the first user interaction was skipped.
This change makes Await Response wait for actual user input while
preserving the existing initial-query behavior for the Begin node.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### Summary
1. Remove dead code (replaced by builtin ingestion pipeline)
2. Refactor (move document parsing progress from http api into ingestion
executor)
### Summary
In Go and python implementation, the dataset / KB id isn't validated if
it is accessible by this user.
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### Summary
```
RAGFlow(admin)> show version;
+--------------+-----------------------+
| field | value |
+--------------+-----------------------+
| version | v0.26.4-84-g547bc8614 |
| version_type | open source |
+--------------+-----------------------+
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
### Summary
1. update docker compose file to start NATS healthy
2. Add two commands
```
RAGFlow(admin)> live;
SUCCESS
RAGFlow(admin)> health;
+---------------+-------+
| field | value |
+---------------+-------+
| storage | ok |
| message_queue | ok |
| status | ok |
| db | ok |
| redis | ok |
| doc_engine | ok |
+---------------+-------+
```
---------
Signed-off-by: Jin Hai <haijin.chn@gmail.com>
feat(ingestion): mirror Go pipeline progress into the document table;
harden resume guards
- pipeline: bind the owning document via WithDocumentID; after each
TrackProgress event aggregate ingestion_task_log progress and mirror
progress/run/progress_msg back into the document table, so GET
/api/v1/datasets/{dataset_id}/documents reflects live Go pipeline
progress without a bespoke endpoint.
- canvas: extend the S3 resume guard to reject legacy no-op nodes (e.g.
ExitLoop) so component_total equals the count of progress-reporting
components and the aggregate percent can reach 100%.
- runtime/canvas: route progress through TrackProgress; add interrupt
test coverage (r3_interrupt_test.go).
- dao/entity: add IngestionTask.DocumentID column and AggregateProgress
support used by the mirror; IngestionTaskLog keeps a Checkpoint column
alongside the progress fields.
feat(deepdoc): cache DocAnalyzer inference results in Redis (1h TTL)
- Redis-backed DocAnalyzerCache decorator over inference.Client; cache
key = "ddoc:cache:<method>:" + sha256 of the JPEG-encoded image bytes
(deterministic).
- TTL = 1h; hits skip the inner HTTP call and return cached JSON; inner
errors are not cached.
refactor(deepdoc): align figure cropping with Python cropout + bounded
page caches
- CropSectionByDLA mirrors Python cropout: best-overlap DLA
figure/equation region, fallback to section bbox per page, vertical
concat on gray background.
- sliding-window page-image cache bounds peak memory to the recent
window instead of the whole PDF.
- rename DLADebug -> DLARegions across parser/chunker/tests.
refactor(parser): drop lib_type selector; align NewXxxParser with
NewPDFParser
- remove config["lib_type"] lookup and the libType param/field/switch
from all nine constructors; surface the CGO-required error at
ParseWithResult time instead of construction time; drop resolveLibType,
its test, and the four lib_type constants.
feat(utility): add a reusable workerpool for bounded concurrent
execution
- internal/utility/workerpool.go (+ tests).
refactor: translate Chinese prose comments to English in non-harness Go
files.
chore: upgrade github.com/cloudwego/eino from v0.9.9 to v0.9.12.
### Summary
Handle searching dataset without embedding model
In this PR, Searching datasets with different embedding models or
searching dataset with/without embedding models are not allowed. We will
improve the behavior later.
## Summary
This PR updates Go agent publish logic to persist the parent canvas
update and canvas-version save in the same transaction.
## Changes:
- Reuse SaveOrReplaceLatest semantics for published versions
- Add SaveOrReplaceLatestTx for transactional publish flow
- Keep canvas release update and version persistence atomic
- Add a focused publish test covering canvas and released version state
## Tested:
```
bash build.sh --test -run 'Test(PublishAgentUpdatesCanvasAndReleasedVersion|UpdateAgentDSLCreatesAndReplacesDraftVersion|
UpdateAgentDSLDoesNotOverwriteLatestReleasedVersion)$' ./internal/service ./internal/dao
```
<img width="1476" height="850" alt="image"
src="https://github.com/user-attachments/assets/2c576581-1143-420b-8750-a77aa3c4292d"
/>
