fix(deps): incorrect nltk download dir (#7447)

### What problem does this PR solve?

Fix https://github.com/infiniflow/ragflow/issues/7224 and
https://github.com/infiniflow/ragflow/issues/6793

### Type of change

- [x] Bug Fix (non-breaking change which fixes an issue)
- [ ] New Feature (non-breaking change which adds functionality)a
- [x] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

README.md

@@ -305,6 +305,7 @@ docker build --platform linux/amd64 -f Dockerfile -t infiniflow/ragflow:nightly
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

README_id.md

@@ -271,6 +271,7 @@ docker build --platform linux/amd64 -f Dockerfile -t infiniflow/ragflow:nightly
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

README_ja.md

@@ -267,6 +267,7 @@ docker build --platform linux/amd64 -f Dockerfile -t infiniflow/ragflow:nightly
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

README_ko.md

@@ -266,6 +266,7 @@ docker build --platform linux/amd64 -f Dockerfile -t infiniflow/ragflow:nightly
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

README_pt_br.md

@@ -290,6 +290,7 @@ docker build --platform linux/amd64 -f Dockerfile -t infiniflow/ragflow:nightly
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # instala os módulos Python dependentes do RAGFlow
+   uv run download_deps.py
    pre-commit install
    ```
 

README_tzh.md

@@ -279,6 +279,7 @@ docker build --platform linux/amd64 --build-arg NEED_MIRROR=1 -f Dockerfile -t i
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

README_zh.md

@@ -280,6 +280,7 @@ docker build --platform linux/amd64 --build-arg NEED_MIRROR=1 -f Dockerfile -t i
    git clone https://github.com/infiniflow/ragflow.git
    cd ragflow/
    uv sync --python 3.10 --all-extras # install RAGFlow dependent python modules
+   uv run download_deps.py
    pre-commit install
    ```
 

docker/launch_backend_service.sh

@@ -47,6 +47,9 @@ STOP=false
 # Array to keep track of child PIDs
 PIDS=()
 
+# Set the path to the NLTK data directory
+export NLTK_DATA="./nltk_data"
+
 # Function to handle termination signals
 cleanup() {
   echo "Termination signal received. Shutting down..."