Fix examples path change issue (#613)

Signed-off-by: Lv, Liang1 <liang1.lv@intel.com>
Co-authored-by: kevinintel <hanwen.chang@intel.com>

README.md

@@ -114,7 +114,7 @@ Additionally, we are preparing to introduce Baichuan, Mistral, and other models
     <td colspan="3" align="center"><a href="intel_extension_for_transformers/neural_chat/docs/notebooks/deploy_chatbot_on_habana_gaudi.ipynb">Chatbot on Gaudi</a></td>
   </tr>
   <tr>
-    <td colspan="4" align="center"><a href="intel_extension_for_transformers/neural_chat/examples/talkingbot_pc/build_talkingbot_on_pc.ipynb">Chatbot on Client</a></td>
+    <td colspan="4" align="center"><a href="intel_extension_for_transformers/neural_chat/examples/deployment/talkingbot/pc/build_talkingbot_on_pc.ipynb">Chatbot on Client</a></td>
     <td colspan="4" align="center"><a href="intel_extension_for_transformers/neural_chat/docs/full_notebooks.md">More Notebooks</a></td>
   </tr>
   <tr>

intel_extension_for_transformers/neural_chat/docker/Dockerfile

@@ -75,7 +75,7 @@ RUN if [ -f /torchvision-0.16.0+cpu-cp3${PYTHON_VERSION##*.}-cp3${PYTHON_VERSION
 
 RUN source activate && conda activate neuralchat && pip install oneccl_bind_pt==2.0.0+cpu -f https://developer.intel.com/ipex-whl-stable-cpu && \
     cd /intel-extension-for-transformers && pip install -r requirements.txt && pip install -v . && \
-    cd ./intel_extension_for_transformers/neural_chat/examples/instruction_tuning && pip install -r requirements.txt && \
+    cd ./intel_extension_for_transformers/neural_chat/examples/finetuning/instruction && pip install -r requirements.txt && \
     cd /intel-extension-for-transformers/intel_extension_for_transformers/neural_chat && pip install -r requirements_cpu.txt && \
     conda install astunparse ninja pyyaml mkl mkl-include setuptools cmake cffi future six requests dataclasses -y && \
     conda install jemalloc gperftools -c conda-forge -y && \
@@ -133,7 +133,7 @@ RUN git clone https://github.com/huggingface/optimum-habana.git && \
     pip install -e .
 
 # Install dependency
-RUN cd /intel-extension-for-transformers/intel_extension_for_transformers/neural_chat/examples/instruction_tuning/ && \
+RUN cd /intel-extension-for-transformers/intel_extension_for_transformers/neural_chat/examples/finetuning/instruction && \
     sed -i '/find-links https:\/\/download.pytorch.org\/whl\/torch_stable.html/d' requirements.txt && \
     sed -i '/^torch/d;/^intel-extension-for-pytorch/d' requirements.txt && \
     pip install -r requirements.txt && \
@@ -184,7 +184,7 @@ RUN conda init bash && \
     source ~/.bashrc
 
 RUN source activate && conda activate neuralchat && cd /intel-extension-for-transformers && \
-    pip install -r ./intel_extension_for_transformers/neural_chat/examples/instruction_tuning/requirements.txt && \
+    pip install -r ./intel_extension_for_transformers/neural_chat/examples/finetuning/instruction/requirements.txt && \
     pip install -r ./intel_extension_for_transformers/neural_chat/requirements.txt
 
 WORKDIR /intel-extension-for-transformers/intel_extension_for_transformers/neural_chat/

intel_extension_for_transformers/neural_chat/docker/finetuning/Dockerfile

@@ -67,7 +67,7 @@ RUN source activate && conda activate chatbot-finetuning && pip install oneccl_b
     pip install datasets torch accelerate SentencePiece evaluate nltk rouge_score protobuf==3.20.1 tokenizers einops && \
     git clone https://github.com/huggingface/peft.git && cd peft && python setup.py install && \
     cd /itrex && pip install -v . && \
-    cd ./intel_extension_for_transformers/neural_chat/examples/instruction_tuning && pip install -r requirements.txt
+    cd ./intel_extension_for_transformers/neural_chat/examples/finetuning/instruction && pip install -r requirements.txt
 
 # Enable passwordless ssh for mpirun^M
 RUN mkdir /var/run/sshd
@@ -79,7 +79,7 @@ RUN sed -i'' -e's/^#PermitRootLogin prohibit-password$/PermitRootLogin yes/' /et
         && echo "StrictHostKeyChecking no" >> /etc/ssh/ssh_config
 EXPOSE 22
 
-WORKDIR /itrex/neural_chat/examples/instruction_tuning/
+WORKDIR /itrex/intel_extension_for_transformers/neural_chat/examples/finetuning/instruction/
 
 CMD ["/usr/sbin/sshd", "-D"]
 
@@ -109,12 +109,12 @@ ARG ITREX_VER=main
 ARG REPO=https://github.com/intel/intel-extension-for-transformers.git
 
 RUN git clone --single-branch --branch=${ITREX_VER} ${REPO} itrex && \
-    cd /itrex/intel_extension_for_transformers/neural_chat/examples/instruction_tuning/ && \
+    cd /itrex/intel_extension_for_transformers/neural_chat/examples/finetuning/instruction/ && \
     pip install -r requirements.txt
 
 # Build ITREX
 RUN cd /itrex && pip install -v . && \
     pip install transformers==4.32.0 && \
     pip install accelerate==0.22.0
 
-WORKDIR /itrex/neural_chat/examples/instruction_tuning
+WORKDIR /itrex/intel_extension_for_transformers/neural_chat/examples/finetuning/instruction/

intel_extension_for_transformers/neural_chat/docs/notebooks/setup_talking_chatbot_service_on_spr.ipynb

@@ -67,7 +67,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!curl -OL https://raw.githubusercontent.com/intel/intel-extension-for-transformers/main/intel_extension_for_transformers/neural_chat/examples/talkingbot/backend/talkingbot.yaml"
+    "!curl -OL https://raw.githubusercontent.com/intel/intel-extension-for-transformers/main/intel_extension_for_transformers/neural_chat/examples/deployment/textbot/backend/textbot.yaml"
    ]
   },
   {

intel_extension_for_transformers/neural_chat/docs/notebooks/setup_text_chatbot_service_on_spr.ipynb

@@ -56,7 +56,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "!curl -OL https://raw.githubusercontent.com/intel/intel-extension-for-transformers/main/intel_extension_for_transformers/neural_chat/examples/textbot/backend/textbot.yaml"
+    "!curl -OL https://raw.githubusercontent.com/intel/intel-extension-for-transformers/main/intel_extension_for_transformers/neural_chat/examples/deployment/textbot/backend/textbot.yaml"
    ]
   },
   {

intel_extension_for_transformers/neural_chat/pipeline/plugins/retrieval/README.md

@@ -28,7 +28,7 @@ In addition, our plugin seamlessly integrates the online embedding model, Google
 The workflow of this plugin consists of three main operations: document indexing, intent detection, and retrieval. The `Agent_QA` initializes itself using the provided `input_path` to construct a local database. During a conversation, the user's query is first passed to the `IntentDetector` to determine whether the user intends to engage in chitchat or seek answers to specific questions. If the `IntentDetector` determines that the user's query requires an answer, the retriever is activated to search the database using the user's query. The documents retrieved from the database serve as reference context in the input prompt, assisting in generating responses using the Large Language Models (LLMs). 
 
 # Usage
-The most convenient way to use is this plugin is via our `build_chatbot` api as introduced in the [example code](https://github.com/intel/intel-extension-for-transformers/tree/main/intel_extension_for_transformers/neural_chat/examples/retrieval). The user could refer to it for a simple test. 
+The most convenient way to use is this plugin is via our `build_chatbot` api as introduced in the [example code](https://github.com/intel/intel-extension-for-transformers/tree/main/intel_extension_for_transformers/neural_chat/examples/plugins/retrieval). The user could refer to it for a simple test. 
 
 We support multiple file formats for retrieval, including unstructured file formats such as pdf, docx, html, txt, and markdown, as well as structured file formats like jsonl and xlsx. For structured file formats, they must adhere to predefined structures.