II.
RetrievalPipeline overview
Reference · liveretrieval-pipeline:rag-code-search
RAG Code Search overview
Retrieval-augmented generation pipeline specialized for code search. Embeds code snippets, docstrings, and commit messages into a vector store and retrieves relevant code context to augment LLM prompts for code generation, review, and debugging tasks.
Attributes
displayName
RAG Code Search
description
Retrieval-augmented generation pipeline specialized for code search.
Embeds code snippets, docstrings, and commit messages into a vector
store and retrieves relevant code context to augment LLM prompts
for code generation, review, and debugging tasks.
pipelineKind
rag
vectorStore
chromadb
chunkingStrategy
semantic
Outgoing edges
retrieves_from2
- knowledge-source:code-repository·KnowledgeSourceCode Repository
- knowledge-source:api-documentation·KnowledgeSourceAPI Documentation
uses_framework1
- framework:langchain·FrameworkLangChain
uses_vector_store1
- vector-store:chroma·VectorStoreChroma
Incoming edges
provides_knowledge_to1
- knowledge-domain:engineering-knowledge·KnowledgeDomainEngineering Knowledge