From 6abd12099405225cde672a4351de967b21c718ad Mon Sep 17 00:00:00 2001 From: Pranjal Doshi Date: Mon, 12 Jan 2026 13:54:34 +0530 Subject: [PATCH 1/3] Add nvidia_nat_rag plugin for nvidia RAG integration --- packages/nvidia_nat_rag/LICENSE.md | 190 ++++++++++++++++ packages/nvidia_nat_rag/pyproject.toml | 58 +++++ packages/nvidia_nat_rag/src/nat/meta/pypi.md | 35 +++ .../src/nat/plugins/rag/__init__.py | 16 ++ .../src/nat/plugins/rag/configs/config.yml | 45 ++++ .../src/nat/plugins/rag/rag_functions.py | 212 ++++++++++++++++++ .../src/nat/plugins/rag/register.py | 19 ++ 7 files changed, 575 insertions(+) create mode 100644 packages/nvidia_nat_rag/LICENSE.md create mode 100644 packages/nvidia_nat_rag/pyproject.toml create mode 100644 packages/nvidia_nat_rag/src/nat/meta/pypi.md create mode 100644 packages/nvidia_nat_rag/src/nat/plugins/rag/__init__.py create mode 100644 packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml create mode 100644 packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py create mode 100644 packages/nvidia_nat_rag/src/nat/plugins/rag/register.py diff --git a/packages/nvidia_nat_rag/LICENSE.md b/packages/nvidia_nat_rag/LICENSE.md new file mode 100644 index 0000000000..260cc77d47 --- /dev/null +++ b/packages/nvidia_nat_rag/LICENSE.md @@ -0,0 +1,190 @@ +Apache License +Version 2.0, January 2004 +http://www.apache.org/licenses/ + +TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION + +1. 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Always define a minimum + # version when adding a new package. If unsure, default to using `~=` instead of `==`. Does not apply to nvidia-nat packages. + # Keep sorted!!! + "langgraph>=0.2", # Required for react_agent workflow + "langchain_classic", + "nvidia-nat~=1.5", + "nvidia-rag[rag]~=2.4", +] +requires-python = ">=3.11,<3.14" +description = "Subpackage for NVIDIA RAG library integration in NeMo Agent toolkit" +readme = "src/nat/meta/pypi.md" +keywords = ["ai", "rag", "agents"] +license = { text = "Apache-2.0" } +authors = [{ name = "NVIDIA Corporation" }] +maintainers = [{ name = "NVIDIA Corporation" }] +classifiers = [ + "Programming Language :: Python", + "Programming Language :: Python :: 3.11", + "Programming Language :: Python :: 3.12", + "Programming Language :: Python :: 3.13", +] + +[project.urls] +documentation = "https://docs.nvidia.com/nemo/agent-toolkit/latest/" +source = "https://github.com/NVIDIA/NeMo-Agent-Toolkit" + + +[tool.uv] +managed = true +config-settings = { editable_mode = "compat" } + + +[tool.uv.sources] +nvidia-nat = { workspace = true } +nvidia-rag = { path = "/home/pranjald/Code/github/rag/dist/nvidia_rag-2.4.0.dev0-py3-none-any.whl" } + + +[project.entry-points.'nat.components'] +nat_rag = "nat.plugins.rag.register" diff --git a/packages/nvidia_nat_rag/src/nat/meta/pypi.md b/packages/nvidia_nat_rag/src/nat/meta/pypi.md new file mode 100644 index 0000000000..ab7f4b2682 --- /dev/null +++ b/packages/nvidia_nat_rag/src/nat/meta/pypi.md @@ -0,0 +1,35 @@ +# NVIDIA NeMo Agent Toolkit - RAG Plugin + +This package provides integration between NVIDIA NeMo Agent Toolkit and the NVIDIA RAG library. + +## Features + +- **RAG Query**: Query documents using RAG with configurable LLM and embeddings +- **RAG Search**: Search for relevant documents in vector database collections + +## Installation + +```bash +pip install nvidia-nat-rag +``` + +## Usage + +Add the RAG tools to your NAT workflow configuration: + +```yaml +functions: + rag_query: + _type: nvidia_rag_query + collection_names: ["my_collection"] + vdb_endpoint: "http://localhost:19530" + +workflow: + _type: react_agent + tool_names: [rag_query] + llm_name: nim_llm +``` + +## Documentation + +For more information, see the [NeMo Agent Toolkit documentation](https://docs.nvidia.com/nemo/agent-toolkit/latest/). diff --git a/packages/nvidia_nat_rag/src/nat/plugins/rag/__init__.py b/packages/nvidia_nat_rag/src/nat/plugins/rag/__init__.py new file mode 100644 index 0000000000..1312ed324b --- /dev/null +++ b/packages/nvidia_nat_rag/src/nat/plugins/rag/__init__.py @@ -0,0 +1,16 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""NVIDIA RAG integration for NeMo Agent Toolkit.""" diff --git a/packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml b/packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml new file mode 100644 index 0000000000..814f8b0ef9 --- /dev/null +++ b/packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml @@ -0,0 +1,45 @@ +# NVIDIA RAG Integration - Sample Configuration +# This configuration demonstrates how to use NVIDIA RAG tools with NeMo Agent Toolkit + +# RAG configuration file path (used by nvidia_rag library) +# Make sure this file exists and is properly configured for your environment +# See: https://github.com/NVIDIA-AI-Blueprints/rag/blob/main/notebooks/config.yaml + +functions: + # RAG Query Tool - Query documents and get AI-generated responses + rag_query: + _type: nvidia_rag_query + config_file: config.yaml # Path to nvidia_rag config file + collection_names: ["test_library"] + vdb_endpoint: "http://localhost:19530" + use_knowledge_base: true + # embedding_endpoint: "localhost:9080" # Uncomment for on-prem embeddings + + # RAG Search Tool - Search for relevant document chunks + rag_search: + _type: nvidia_rag_search + config_file: config.yaml + collection_names: ["test_library"] + vdb_endpoint: "http://localhost:19530" + reranker_top_k: 3 # Reduced to avoid token limit issues with large documents + vdb_top_k: 20 + + # Utility tool + current_datetime: + _type: current_datetime + +llms: + nim_llm: + _type: nim + model_name: meta/llama-3.1-70b-instruct + temperature: 0.0 + +workflow: + _type: react_agent + tool_names: + - rag_query + - rag_search + - current_datetime + llm_name: nim_llm + verbose: true + parse_agent_response_max_retries: 3 diff --git a/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py b/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py new file mode 100644 index 0000000000..f68625d424 --- /dev/null +++ b/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py @@ -0,0 +1,212 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""NVIDIA RAG query and search functions for NeMo Agent Toolkit.""" + +import json +import logging +from typing import Optional + +from pydantic import Field + +from nat.builder.builder import Builder +from nat.builder.function_info import FunctionInfo +from nat.cli.register_workflow import register_function +from nat.data_models.function import FunctionBaseConfig + +logger = logging.getLogger(__name__) + + +class NvidiaRAGQueryConfig(FunctionBaseConfig, name="nvidia_rag_query"): + """ + Tool that queries documents using NVIDIA RAG. + Sends a chat-style query to the RAG system using configured models and endpoints. + """ + + config_file: str = Field( + default="config.yaml", + description="Path to the NVIDIA RAG configuration YAML file.", + ) + collection_names: list[str] = Field( + default_factory=list, + description="List of collection names to query from.", + ) + vdb_endpoint: str = Field( + default="http://localhost:19530", + description="Vector database endpoint URL.", + ) + embedding_endpoint: Optional[str] = Field( + default=None, + description="Embedding endpoint URL. If None, uses cloud embeddings.", + ) + use_knowledge_base: bool = Field( + default=True, + description="Whether to use the knowledge base for RAG.", + ) + + +@register_function(config_type=NvidiaRAGQueryConfig) +async def nvidia_rag_query(config: NvidiaRAGQueryConfig, builder: Builder): + """Register the NVIDIA RAG query tool.""" + + from nvidia_rag import NvidiaRAG + from nvidia_rag.utils.configuration import NvidiaRAGConfig + + # Initialize the RAG client + rag_config = NvidiaRAGConfig.from_yaml(config.config_file) + rag = NvidiaRAG(config=rag_config) + + async def _nvidia_rag_query(query: str) -> str: + """Query documents using NVIDIA RAG and return a generated response. + + This tool sends a query to the RAG system which retrieves relevant documents + from the vector database and uses an LLM to generate a response. + + Args: + query: The question or query to ask the RAG system. + + Returns: + The generated response from the RAG system based on retrieved documents. + """ + try: + response = await rag.generate( + messages=[{"role": "user", "content": query}], + use_knowledge_base=config.use_knowledge_base, + collection_names=config.collection_names, + embedding_endpoint=config.embedding_endpoint, + ) + + if response.status_code != 200: + return f"Error: RAG query failed with status code {response.status_code}" + + # Extract the response content from the streaming generator + full_response = [] + async for chunk in response.generator: + if chunk.startswith("data: "): + chunk = chunk[len("data: "):].strip() + if not chunk: + continue + try: + data = json.loads(chunk) + choices = data.get("choices", []) + if choices: + delta = choices[0].get("delta", {}) + text = delta.get("content") + if not text: + message = choices[0].get("message", {}) + text = message.get("content", "") + if text: + full_response.append(text) + except json.JSONDecodeError: + continue + + return "".join(full_response) if full_response else "No response generated." + + except Exception as e: + logger.error("RAG query failed: %s", str(e)) + return f"Error querying RAG: {str(e)}" + + yield FunctionInfo.from_fn( + _nvidia_rag_query, + description=_nvidia_rag_query.__doc__, + ) + + +class NvidiaRAGSearchConfig(FunctionBaseConfig, name="nvidia_rag_search"): + """ + Tool that searches for relevant documents in the vector database using NVIDIA RAG. + """ + + config_file: str = Field( + default="config.yaml", + description="Path to the NVIDIA RAG configuration YAML file.", + ) + collection_names: list[str] = Field( + default_factory=list, + description="List of collection names to search in.", + ) + vdb_endpoint: str = Field( + default="http://localhost:19530", + description="Vector database endpoint URL.", + ) + embedding_endpoint: Optional[str] = Field( + default=None, + description="Embedding endpoint URL. If None, uses cloud embeddings.", + ) + reranker_top_k: int = Field( + default=10, + description="Number of top results to return after reranking.", + ) + vdb_top_k: int = Field( + default=100, + description="Number of top results to retrieve from vector database before reranking.", + ) + + +@register_function(config_type=NvidiaRAGSearchConfig) +async def nvidia_rag_search(config: NvidiaRAGSearchConfig, builder: Builder): + """Register the NVIDIA RAG search tool.""" + + from nvidia_rag import NvidiaRAG + from nvidia_rag.utils.configuration import NvidiaRAGConfig + + # Initialize the RAG client + rag_config = NvidiaRAGConfig.from_yaml(config.config_file) + rag = NvidiaRAG(config=rag_config) + + async def _nvidia_rag_search(query: str) -> str: + """Search for relevant documents in the vector database. + + This tool performs a semantic search in the vector database collections + and returns relevant document chunks. + + Args: + query: The search query to find relevant documents. + + Returns: + A formatted string containing the search results with document names and content. + """ + try: + citations = await rag.search( + query=query, + collection_names=config.collection_names, + reranker_top_k=config.reranker_top_k, + vdb_top_k=config.vdb_top_k, + embedding_endpoint=config.embedding_endpoint, + ) + + if not citations or not hasattr(citations, "results") or not citations.results: + return "No documents found for the given query." + + # Format the results + results = [] + for idx, citation in enumerate(citations.results): + doc_name = getattr(citation, "document_name", f"Document {idx + 1}") + content = getattr(citation, "content", "") + doc_type = getattr(citation, "document_type", "text") + description = getattr(citation, "metadata", {}).get("description", "") + + results.append(f"**{doc_name}** (type: {doc_type}):\n{description}") + + return "\n\n---\n\n".join(results) + + except Exception as e: + logger.error("RAG search failed: %s", str(e)) + return f"Error searching documents: {str(e)}" + + yield FunctionInfo.from_fn( + _nvidia_rag_search, + description=_nvidia_rag_search.__doc__, + ) diff --git a/packages/nvidia_nat_rag/src/nat/plugins/rag/register.py b/packages/nvidia_nat_rag/src/nat/plugins/rag/register.py new file mode 100644 index 0000000000..ccbd87e44d --- /dev/null +++ b/packages/nvidia_nat_rag/src/nat/plugins/rag/register.py @@ -0,0 +1,19 @@ +# SPDX-FileCopyrightText: Copyright (c) 2025-2026, NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: Apache-2.0 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +# flake8: noqa + +# Import all functions to register them with NAT +from nat.plugins.rag import rag_functions From 8f81da3f0da354ecef627b60bee1dec007ed06ee Mon Sep 17 00:00:00 2001 From: Pranjal Doshi Date: Mon, 12 Jan 2026 14:41:16 +0530 Subject: [PATCH 2/3] Fix get description --- packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py b/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py index f68625d424..e9109c0c83 100644 --- a/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py +++ b/packages/nvidia_nat_rag/src/nat/plugins/rag/rag_functions.py @@ -196,7 +196,8 @@ async def _nvidia_rag_search(query: str) -> str: doc_name = getattr(citation, "document_name", f"Document {idx + 1}") content = getattr(citation, "content", "") doc_type = getattr(citation, "document_type", "text") - description = getattr(citation, "metadata", {}).get("description", "") + description = getattr(citation, "metadata", {}).description + print(description) results.append(f"**{doc_name}** (type: {doc_type}):\n{description}") From b0527a053df63cdd4e483b92a5f33088f6320e89 Mon Sep 17 00:00:00 2001 From: Pranjal Doshi Date: Mon, 12 Jan 2026 15:44:42 +0530 Subject: [PATCH 3/3] Add vendored nvidia_rag wheel file and README for nvidia_nat_rag plugin - Move nvidia_rag wheel to vendor/ directory - Update pyproject.toml to use relative path for vendored dependency - Add comprehensive README with installation and usage instructions --- packages/nvidia_nat_rag/README.md | 200 ++++++++++++++++++ packages/nvidia_nat_rag/pyproject.toml | 2 +- .../nvidia_rag-2.4.0.dev0-py3-none-any.whl | Bin 0 -> 243395 bytes 3 files changed, 201 insertions(+), 1 deletion(-) create mode 100644 packages/nvidia_nat_rag/README.md create mode 100644 packages/nvidia_nat_rag/vendor/nvidia_rag-2.4.0.dev0-py3-none-any.whl diff --git a/packages/nvidia_nat_rag/README.md b/packages/nvidia_nat_rag/README.md new file mode 100644 index 0000000000..dc27f7ef29 --- /dev/null +++ b/packages/nvidia_nat_rag/README.md @@ -0,0 +1,200 @@ +# NVIDIA NAT RAG Plugin + +This plugin integrates [NVIDIA RAG](https://github.com/NVIDIA-AI-Blueprints/rag) with NeMo Agent Toolkit, providing RAG query and search capabilities for your agent workflows. + +## Prerequisites + +- Python 3.11+ +- NeMo Agent Toolkit installed +- Access to NVIDIA AI endpoints (API key required) +- Milvus vector database running (default: `localhost:19530`) + +## Installation + +### 1. Install the Plugin + +From the NeMo Agent Toolkit root directory: + +```bash +# Activate your virtual environment +source .venv/bin/activate + +# Install the plugin in editable mode +uv pip install -e packages/nvidia_nat_rag +``` + +### 2. Set Environment Variables + +```bash +# Required: NVIDIA API key for embeddings, reranking, and LLM +export NVIDIA_API_KEY="your-nvidia-api-key" + +# Optional: If using custom endpoints +# export NVIDIA_BASE_URL="https://integrate.api.nvidia.com/v1" +``` + +### 3. Start Milvus (Vector Database) + +The plugin requires a Milvus instance. You can start one using Docker: + +```bash +# Using Milvus Lite (for development) +# The plugin will automatically use milvus-lite if installed + +# Or start a full Milvus instance with Docker +docker run -d --name milvus \ + -p 19530:19530 \ + -p 9091:9091 \ + milvusdb/milvus:latest +``` + +## Configuration + +### Sample Config File + +The plugin includes a sample configuration at: +``` +packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml +``` + +### Available Functions + +#### `nvidia_rag_query` +Queries documents using NVIDIA RAG and returns an AI-generated response. + +```yaml +functions: + rag_query: + _type: nvidia_rag_query + config_file: config.yaml # Path to nvidia_rag config + collection_names: ["my_docs"] # Milvus collection names + vdb_endpoint: "http://localhost:19530" + use_knowledge_base: true + # embedding_endpoint: "localhost:9080" # Optional: for on-prem embeddings +``` + +#### `nvidia_rag_search` +Searches for relevant document chunks without generating a response. + +```yaml +functions: + rag_search: + _type: nvidia_rag_search + config_file: config.yaml + collection_names: ["my_docs"] + vdb_endpoint: "http://localhost:19530" + reranker_top_k: 3 # Number of results after reranking + vdb_top_k: 20 # Number of results from vector search +``` + +## Usage + +### Running a RAG Workflow + +```bash +nat run \ + --config_file packages/nvidia_nat_rag/src/nat/plugins/rag/configs/config.yml \ + --input "What is the price of a hammer?" +``` + +### Example Workflow Config + +```yaml +functions: + rag_query: + _type: nvidia_rag_query + config_file: config.yaml + collection_names: ["product_catalog"] + vdb_endpoint: "http://localhost:19530" + use_knowledge_base: true + + rag_search: + _type: nvidia_rag_search + config_file: config.yaml + collection_names: ["product_catalog"] + vdb_endpoint: "http://localhost:19530" + reranker_top_k: 3 + vdb_top_k: 20 + + current_datetime: + _type: current_datetime + +llms: + nim_llm: + _type: nim + model_name: meta/llama-3.1-70b-instruct + temperature: 0.0 + +workflow: + _type: react_agent + tool_names: + - rag_query + - rag_search + - current_datetime + llm_name: nim_llm + verbose: true +``` + +## Troubleshooting + +### Error: Function type `nvidia_rag_query` not found + +The plugin is not installed. Run: +```bash +uv pip install -e packages/nvidia_nat_rag +``` + +### Error: Token limit exceeded + +If you get a token limit error, reduce the number of results returned: +```yaml +rag_search: + _type: nvidia_rag_search + reranker_top_k: 1 # Reduce from 3 + vdb_top_k: 10 # Reduce from 20 +``` + +This often happens when documents contain large base64-encoded images (charts, figures). + +### Error: Connection refused to Milvus + +Ensure Milvus is running: +```bash +# Check if Milvus is running +docker ps | grep milvus + +# Start Milvus if not running +docker start milvus +``` + +### Error: NVIDIA API key not set + +```bash +export NVIDIA_API_KEY="your-api-key" +``` + +## Directory Structure + +``` +packages/nvidia_nat_rag/ +├── LICENSE.md +├── README.md # This file +├── pyproject.toml # Package configuration +├── src/ +│ └── nat/ +│ ├── meta/ +│ │ └── pypi.md +│ └── plugins/ +│ └── rag/ +│ ├── __init__.py +│ ├── configs/ +│ │ └── config.yml # Sample config +│ ├── rag_functions.py # RAG function implementations +│ └── register.py # Plugin registration +└── vendor/ + └── nvidia_rag-2.4.0.dev0-py3-none-any.whl # Vendored dependency +``` + +## License + +Apache-2.0 diff --git a/packages/nvidia_nat_rag/pyproject.toml b/packages/nvidia_nat_rag/pyproject.toml index f5d60c44de..a54acba8a7 100644 --- a/packages/nvidia_nat_rag/pyproject.toml +++ b/packages/nvidia_nat_rag/pyproject.toml @@ -51,7 +51,7 @@ config-settings = { editable_mode = "compat" } [tool.uv.sources] nvidia-nat = { workspace = true } -nvidia-rag = { path = "/home/pranjald/Code/github/rag/dist/nvidia_rag-2.4.0.dev0-py3-none-any.whl" } +nvidia-rag = { path = "vendor/nvidia_rag-2.4.0.dev0-py3-none-any.whl" } [project.entry-points.'nat.components'] diff --git a/packages/nvidia_nat_rag/vendor/nvidia_rag-2.4.0.dev0-py3-none-any.whl b/packages/nvidia_nat_rag/vendor/nvidia_rag-2.4.0.dev0-py3-none-any.whl new file mode 100644 index 0000000000000000000000000000000000000000..e2187d675c621bc49f75d1063e26636e0611b28b GIT 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