RAG.h File Reference

Implementation of a Retrieval-Augmented Generation (RAG) function for machine learning. More...

#include <faiss/Index.h>
#include <faiss/IndexFlat.h>
#include <cmath>
#include <iostream>
#include "BaseFunction.h"

Go to the source code of this file.

Classes
class	RAG
	Implements a Retrieval-Augmented Generation (RAG) function for machine learning. More...

Functions
std::vector< float >	flatten (const std::vector< std::vector< float > > &vec2D)
	Flattens a 2D vector into a 1D vector.

Detailed Description

Implementation of a Retrieval-Augmented Generation (RAG) function for machine learning.

Copyright

Copyright (c) 2025 ASU Cactus Lab. 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.

Function Documentation

flatten()

std::vector< float > flatten

(

const std::vector< std::vector< float > > &

vec2D

)

Flattens a 2D vector into a 1D vector.

Parameters

vec2D

The 2D vector to flatten.

Returns

A 1D vector containing all elements of the input 2D vector.