foresthub::rag Namespace Reference

Retrieval-augmented generation: retriever interface and query types. More...

Namespaces
namespace	remote
	HTTP-based RAG retriever implementation.

Classes
struct	QueryRequest
	Request parameters for a RAG similarity query. More...
struct	QueryResponse
	Response from a RAG query containing matching document chunks. More...
struct	QueryResult
	A single document chunk returned from a RAG query. More...
class	Retriever
	Abstract interface for document retrieval. More...

Functions
std::string	FormatContext (const std::vector< QueryResult > &results)
	Format query results as XML context block for LLM prompt injection.

Detailed Description

Retrieval-augmented generation: retriever interface and query types.

Function Documentation

FormatContext()

std::string foresthub::rag::FormatContext ( const std::vector< QueryResult > & results )

inline

Format query results as XML context block for LLM prompt injection.

Output format:

<context>
<source id="1">chunk content</source>
<source id="2">chunk content</source>
</context>

Parameters

results

Vector of query results to format.

Returns

XML-formatted context string, or empty string if results are empty.