Dockerized the app

dockerfile

@@ -0,0 +1,21 @@
+# Usar una imagen base de Python
+FROM python:3.11.10-bookworm
+# Establecer el directorio de trabajo en el contenedor
+WORKDIR /app
+
+# Copiar el archivo requirements.txt y otros archivos necesarios
+COPY requirements.txt ./
+
+# Instalar las dependencias de Python
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Copiar todo el código de la aplicación al contenedor
+COPY . .
+
+# Expone el puerto que usará Uvicorn
+EXPOSE 7884
+
+# Especificar el comando 
+
+CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7884", "--reload"]
+

main.py

@@ -9,9 +9,9 @@ from llama_index.core import SummaryIndex
 from llama_index.llms.groq import Groq as GroqLLamaIndex
 from chromadb import PersistentClient
 from llama_index.core import Settings
-from llama_index.embeddings.huggingface_api import (
-    HuggingFaceInferenceAPIEmbedding,
-)
+#from llama_index.embeddings.huggingface_api import (
+#    HuggingFaceInferenceAPIEmbedding,
+#)
 
 import chromadb
 import os
@@ -19,10 +19,10 @@ import threading
 import time
 from llama_index.core.memory import ChatMemoryBuffer
 import json
-from llama_index.llms.ollama import Ollama
+#from llama_index.llms.ollama import Ollama
 from llama_index.core.base.response.schema import Response
 from groq import Groq
-import shutil
+#import shutil
 pwd = os.getcwd()
 def extractConfig(nameModel="SystemData",relPath=os.path.join(pwd,"conf/experiment_config.json"),dataOut="keyantrophics"):
     configPath=os.path.join(os.getcwd(),relPath)
@@ -50,8 +50,8 @@ Settings.llm = llm_localLlamma
 
 
 gridlink = Link(rel="stylesheet", href="https://cdnjs.cloudflare.com/ajax/libs/flexboxgrid/6.3.1/flexboxgrid.min.css", type="text/css")
-
-app= FastHTML(hdrs=(picolink, gridlink))
+colorpico=Link(rel="stylesheet", href="https://cdn.jsdelivr.net/npm/@picocss/pico@2/css/pico.colors.min.css")
+app= FastHTML(hdrs=(picolink, gridlink,colorpico))
 
 
 
@@ -293,7 +293,7 @@ The format of output is a json with keys 'coherencia', 'exactitud', 'relacion_co
     )
 
 
-    return P(message),P(response),P(chat_completion.choices[0].message.content)
+    return H6(message),P(response,cls="pico-color-pink-500"),P(chat_completion.choices[0].message.content,cls="pico-color-pink-500")
 
 @app.get("/SummarySources")
 def SummarySources():

requirements.txt

@@ -0,0 +1,146 @@
+aiohappyeyeballs==2.4.3
+aiohttp==3.10.9
+aiosignal==1.3.1
+annotated-types==0.7.0
+anyio==4.6.0
+asgiref==3.8.1
+attrs==24.2.0
+backoff==2.2.1
+bcrypt==4.2.0
+beautifulsoup4==4.12.3
+build==1.2.2.post1
+cachetools==5.5.0
+certifi==2024.8.30
+charset-normalizer==3.3.2
+chroma-hnswlib==0.7.6
+chromadb==0.5.7
+click==8.1.7
+coloredlogs==15.0.1
+dataclasses-json==0.6.7
+Deprecated==1.2.14
+dirtyjson==1.0.8
+distro==1.9.0
+durationpy==0.9
+fastapi==0.115.0
+fastcore==1.7.11
+fastlite==0.0.11
+filelock==3.16.1
+flatbuffers==24.3.25
+frozenlist==1.4.1
+fsspec==2024.9.0
+google-auth==2.35.0
+googleapis-common-protos==1.65.0
+greenlet==3.1.1
+groq==0.11.0
+grpcio==1.66.2
+h11==0.14.0
+httpcore==1.0.6
+httptools==0.6.1
+httpx==0.27.2
+huggingface-hub==0.25.1
+humanfriendly==10.0
+idna==3.10
+importlib_metadata==8.4.0
+importlib_resources==6.4.5
+itsdangerous==2.2.0
+jiter==0.6.1
+joblib==1.4.2
+kubernetes==31.0.0
+llama-cloud==0.1.2
+llama-index==0.11.13
+llama-index-agent-openai==0.3.4
+llama-index-cli==0.3.1
+llama-index-core==0.11.16
+llama-index-embeddings-huggingface==0.3.1
+llama-index-embeddings-openai==0.2.5
+llama-index-indices-managed-llama-cloud==0.4.0
+llama-index-legacy==0.9.48.post3
+llama-index-llms-openai==0.2.12
+llama-index-llms-groq==0.2.0
+llama-index-multi-modal-llms-openai==0.2.2
+llama-index-program-openai==0.2.0
+llama-index-question-gen-openai==0.2.0
+llama-index-readers-file==0.2.2
+llama-index-readers-llama-parse==0.3.0
+llama-index-vector-stores-chroma==0.2.0
+llama-parse==0.5.7
+markdown-it-py==3.0.0
+marshmallow==3.22.0
+mdurl==0.1.2
+mmh3==5.0.1
+monotonic==1.6
+mpmath==1.3.0
+multidict==6.1.0
+mypy-extensions==1.0.0
+nest-asyncio==1.6.0
+networkx==3.3
+nltk==3.9.1
+numpy==1.26.4
+oauthlib==3.2.2
+onnxruntime==1.19.2
+openai==1.51.1
+opentelemetry-api==1.27.0
+opentelemetry-exporter-otlp-proto-common==1.27.0
+opentelemetry-exporter-otlp-proto-grpc==1.27.0
+opentelemetry-instrumentation==0.48b0
+opentelemetry-instrumentation-asgi==0.48b0
+opentelemetry-instrumentation-fastapi==0.48b0
+opentelemetry-proto==1.27.0
+opentelemetry-sdk==1.27.0
+opentelemetry-semantic-conventions==0.48b0
+opentelemetry-util-http==0.48b0
+orjson==3.10.7
+overrides==7.7.0
+packaging==24.1
+pandas==2.2.3
+pillow==10.4.0
+posthog==3.7.0
+propcache==0.2.0
+protobuf==4.25.5
+pyasn1==0.6.1
+pyasn1_modules==0.4.1
+pydantic==2.9.2
+pydantic_core==2.23.4
+Pygments==2.18.0
+pypdf==4.3.1
+PyPika==0.48.9
+pyproject_hooks==1.2.0
+pysqlite3-binary==0.5.3.post1
+pysqlite3-binary==0.5.3.post1
+python-dateutil==2.9.0.post0
+python-dotenv==1.0.1
+python-fasthtml==0.6.7
+python-multipart==0.0.12
+pytz==2024.2
+PyYAML==6.0.2
+regex==2024.9.11
+requests==2.32.3
+requests-oauthlib==2.0.0
+rich==13.9.2
+rsa==4.9
+shellingham==1.5.4
+six==1.16.0
+sniffio==1.3.1
+soupsieve==2.6
+SQLAlchemy==2.0.35
+sqlite-minutils==3.37.0.post3
+starlette==0.38.6
+striprtf==0.0.26
+sympy==1.13.3
+tenacity==8.5.0
+tiktoken==0.8.0
+tokenizers==0.20.0
+tqdm==4.66.5
+typer==0.12.5
+typing-inspect==0.9.0
+typing_extensions==4.12.2
+tzdata==2024.2
+urllib3==2.2.3
+uvicorn==0.31.0
+uvloop==0.20.0
+watchfiles==0.24.0
+websocket-client==1.8.0
+websockets==13.1
+wrapt==1.16.0
+yarl==1.14.0
+zipp==3.20.2