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NVIDIA Morpheus (24.10.01)
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NVIDIA Morpheus
NVIDIA Morpheus (24.10.01)
LLM
LLM
Completion Pipeline
Table of Contents
Supported Environments
Background Information
Purpose
LLM Service
Downstream Tasks
Pipeline Implementation
Getting Started
Prerequisites
Install Dependencies
Setting up NGC API Key
Running the Morpheus Pipeline
Run example:
Commands:
Options:
Running Morpheus Pipeline with OpenAI LLM service
Vector DataBase Upload (VDB Upload) Pipeline
Table of Contents
Supported Environments
Background Information
Purpose
Source Documents
Embedding Model
Vector Database Service
Implementation and Design Decisions
Implementation Details
Rationale Behind Design Decisions
Getting Started
Prerequisites
Ensure LFS files are downloaded
Milvus Service
Triton Service
Running the Morpheus Pipeline
Configuration Balance Considerations
Run example:
vdb_upload
Commands:
Exporting and Deploying a Different Model from Hugging Face
Running the LangChain Pipeline (Optional)
Retrieval Augmented Generation (RAG) Pipeline
Supported Environments
Table of Contents
Background Information
Purpose
Source Documents
Vector Database Service
Implementation and Design Decisions
Implementation Details
Rationale Behind Design Decisions
Standalone Morpheus Pipeline
Prerequisites
Obtain an OpenAI API or NGC API Key
NGC
OpenAI
Milvus Service
Running the Morpheus Pipeline
Run example (Standalone Pipeline):
Morpheus LLM Agents Pipeline
Table of Contents
Supported Environments
Background Information
Purpose
LLM Service
Agent type
Agent tools
LLM Library
Pipeline Implementation
Getting Started
Prerequisites
Set Environment Variables
Install Dependencies
Running the Morpheus Pipeline
Run example (Simple Pipeline):
Options:
Run example (Kafka Pipeline):
Options:
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Last updated on Dec 3, 2024.