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context-llm-pipeline

@stars-end/affordabot
1
0

RAG pipeline, embeddings, LLM interactions, and flow orchestration.

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SKILL.md

name context-llm-pipeline
description RAG pipeline, embeddings, LLM interactions, and flow orchestration.
tags backend, ai, rag

LLM Pipeline Context

Overview

Core AI logic including RAG flows, LLM service orchestration, and vector retrieval.

Active Files

Orchestration (Flows)

  • backend/flows/ingestion_flow.py - Document ingestion
  • backend/flows/scraping_flow.py - Scrape orchestration
  • backend/flows/template_review_flow.py - LLM review flow

Services

  • backend/services/llm/orchestrator.py - Main LLM handler
  • backend/services/llm/pipeline.py - Pipeline logic
  • backend/services/llm/analyzer.py - Analysis logic
  • backend/services/research/zai.py - ZAI research integration
  • backend/services/search_pipeline_service.py - Search pipeline

Shared Packages

  • packages/llm-common/ - Shared types and utilities (Submodule)

Usage

Use this skill when working on RAG, prompt engineering, or vector search logic.