### What problem does this PR solve?
Closes https://github.com/infiniflow/ragflow/issues/14571.
Adds CAJAL as a first-class local scientific-writing option in RAGFlow:
- registers `agnuxo/cajal-4b-p2pclaw` as a known Ollama chat model with
a 32K context setting
- adds a built-in “CAJAL scientific paper agent” template under the
existing agent template catalog
- preconfigures the agent for grounded scientific writing: retrieval
first, citation traceability, LaTeX-ready output, and explicit
limitations when evidence is missing
- adds unit coverage to ensure the template normalizes through RAGFlow’s
production template loader, keeps graph form data in sync, and exposes
the Ollama model option
Behavior/evidence gathered for the requested model:
- Hugging Face model metadata for `Agnuxo/CAJAL-4B-P2PCLAW` reports
`pipeline_tag=text-generation` and tags including `gguf`, `llama.cpp`,
`vllm`, `scientific-research`, `papers`, `academic-writing`, `latex`,
and `license:apache-2.0`.
- The model card documents CAJAL as a 4B scientific paper generation
model with 32K context, local inference, LaTeX/citation specialization,
and CPU-only support around 5 tok/s on Ryzen 7 5800X.
- Local CPU generation could not be completed on this machine because
the advertised Ollama model name is not currently resolvable from
Ollama’s registry: both
`https://registry.ollama.ai/v2/agnuxo/cajal-4b-p2pclaw/manifests/latest`
and
`https://registry.ollama.ai/v2/library/agnuxo/cajal-4b-p2pclaw/manifests/latest`
returned `404 Not Found`; the Hugging Face repo tree currently exposes
an 8.4 GB `model.safetensors` but no GGUF artifact in `main`. The
template therefore targets the documented Ollama model name for users
who have the local CAJAL deployment/model file available.
Verification run locally:
```bash
python3 -m pytest test/test_cajal_template_unit.py -q
# 3 passed in 0.34s
python3 - <<'PY'
import json, glob
for f in sorted(glob.glob('agent/templates/*.json') + ['conf/llm_factories.json']):
with open(f, encoding='utf-8') as fp: json.load(fp)
print('json_ok')
PY
# json_ok
python3 -m ruff check test/test_cajal_template_unit.py
# All checks passed!
git diff --check
```
`uv run pytest
test/testcases/test_web_api/test_agent_app/test_cajal_template_unit.py
-q` was also attempted first, but dependency setup failed before test
collection while building `ormsgpack==1.5.0` from uv with a package
metadata parse error. Clearing uv’s `ormsgpack` cache and retrying
reproduced the same build failure, so the focused unit test was run with
the system Python environment instead.
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
---------
Co-authored-by: sxxtony <sxxtony@users.noreply.github.com>
Co-authored-by: yzc <yzc@users.noreply.github.com>
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
### What problem does this PR solve?
Add a new agent template that demonstrates how to leverage the
`CodeExec` component to do the data analysis.
### Type of change
- [x] Other (please describe): Agent template
### What problem does this PR solve?
Updated ingestion pipeline template descriptions for better technical
accuracy and readability.
### Type of change
- [x] Refactoring
### What problem does this PR solve?
Feat: update templates && add resume template
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Closes#13907
The template catalog had duplicate files (e.g. `*_r.json`) only to place
the same template into multiple sidebar groups.
This increases maintenance cost and makes template updates error-prone.
This PR adds first-class support for multiple template categories in a
single file via `canvas_types`, then removes duplicate template files.
What changed:
- Added `canvas_types` to `CanvasTemplate` model and DB migration.
- Added normalization logic when loading templates:
- accepts legacy `canvas_type`
- accepts new `canvas_types`
- merges/deduplicates values
- preserves backward compatibility by keeping `canvas_type` as first
normalized value.
- Updated template import flow to load only `.json` files and in stable
sorted order.
- Updated frontend template filtering to match on `canvas_types` first,
with fallback to legacy `canvas_type`.
- Consolidated duplicated template pairs into single files and removed:
- `deep_search_r.json`
- `reflective_academic_paper_generator_r.json`
- `seo_article_writer_r.json`
- Added regression/edge-case tests for category normalization and route
serialization expectations.
### Type of change
- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):
### What problem does this PR solve?
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
- [x] Refactoring
---------
Co-authored-by: Zhichang Yu <yuzhichang@gmail.com>
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
### What problem does this PR solve?
Update the customer feedback dispatcher template and introduce a new
operator `Variable Aggregator`.
### Type of change
- [x] Other (please describe): Template change
---------
Co-authored-by: Jin Hai <haijin.chn@gmail.com>
### What problem does this PR solve?
This PR fixes an incorrect variable reference in the Advanced Ingestion
Pipeline template, which causes a runtime failure in the Auto Keywords
stage.
When creating a pipeline using the `advanced ingestion pipeline`
template, the **Auto Keywords** stage fails with the following error:
Can't find variable: 'Splitter:NineTiesSin@chunks'
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
Co-authored-by: sunsui <suisun@trip.com>
### What problem does this PR solve?
This PR updates and extends the german language support in the frontend.
Additionally two more elements are handled dynamically now. The
interactive Agent is also titled and described in german now.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
Co-authored-by: Jakob <16180662+hauberj@users.noreply.github.com>
Remove legacy accounts and passwords.
### What problem does this PR solve?
Remove leftover account and password in
agent/templates/sql_assistant.json
### Type of change
- [x] Other (please describe):
### What does this PR solve?
German translation for all agent template and optimizing line breaks in
the title for the new translation.
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
ini
### What problem does this PR solve?
Create Stock_research_report.json
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
---------
Co-authored-by: Kevin Hu <kevinhu.sh@gmail.com>
### What problem does this PR solve?
Updated SQL assistant template to wrap variables like 'sys.query' and
'Agent:WickedGoatsDivide@content' in curly braces for better template
variable syntax consistency.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Agent template： report agent using knowledge base
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
new Agent templates: you can choose your knowledge base, providing
workflow and Agent versions
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
Contribute a new workflow template: SQL Assistant
### Type of change
- [x] Other (please describe): new workflow template
### What problem does this PR solve?
#9082#6365
<u> **WARNING: it's not compatible with the older version of `Agent`
module, which means that `Agent` from older versions can not work
anymore.**</u>
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
### What problem does this PR solve?
- Add query references to "RewriteQuestion:AllNightsSniff" in multiple
components
- Set "selected" to false for retrieval node
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
The issue of reporting the 「Can't inference the where the component
input is. Please identify whose output is this component's input」error
when creating an Agent using the Customer service template has been
resolved.
### Type of change
- [x] Bug Fix (non-breaking change which fixes an issue)
### What problem does this PR solve?
Feat: Remove begin's width from agent templates #4764
### Type of change
- [x] New Feature (non-breaking change which adds functionality)
