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Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

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**Aurora Mpox Sentinel**. ### **1. `data_collection.py`** Este módulo coleta e armazena dados em tempo real. ```python import pandas as pd import requests def fetch_health_data(api_endpoint): try: response = requests.get(api_endpoint) response.raise_for_status() data...

Accelerating Vanna's Text to SQL pipeline with NVIDIA LLM Endpoint and Langchain-NVIDIA Embedder.

Add model configuration options in Langchain RAG local NIM notebook This commit introduces a new section in the Jupyter notebook that configures the model options for both chat and embeddings....

https://github.com/gradio-app/gradio/issues/10662 Compatibility issue with gradio and pydantic

Using docker compose build in the ~/GenerativeAIExamples/RAG/examples/basic_rag/langchain directory, what appears to be the web front-end refuses to start: Traceback (most recent call last): File "/usr/lib/python3.10/runpy.py", line 187, in _run_module_as_main mod_name,...

failed to solve: process "/bin/sh -c python3.10 -c \"from sentence_transformers import SentenceTransformer; model = SentenceTransformer('Snowflake/snowflake-arctic-embed-l'); model.save('/tmp-data')\"" did not complete successfully: exit code: 1 Ubuntu 24.04 Tried to fix the issue,...

I am trying to run the Community Graph RAG example as mentioned [here](https://github.com/NVIDIA/GenerativeAIExamples/tree/main/community/knowledge_graph_rag). But it looks like there are some steps missing between 6 and 7. When I am doing...

2025/01/29 12:35:47.094 +00:00] [WARN] [retry/retry.go:104] ["retry func failed, reach max retry"] [traceID=5ce0d7f04403e4b765eefacedfbf5a5b] [attempt=2] [2025/01/29 12:35:47.094 +00:00] [WARN] [proxy/task_search.go:581] ["search execute failed"] [traceID=5ce0d7f04403e4b765eefacedfbf5a5b] [nq=1] [error="failed to search/query delegator 2 for channel...

I am experiencing an issue where the nemo-retriever-embedding-microservice container fails to download the required model files during startup. Here are the details: Command: $ docker compose -f docker-compose.yaml -f ../../local_deploy/docker-compose-nim-ms.yaml...