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RAG Pipeline
Research Agent
Support Bot
Content Pipeline
Export JSON
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Fit
Miles Greer
← Portfolio
Sources
User Prompt
Text input
File / Doc
PDF, TXT, CSV
API / Webhook
HTTP trigger
Database
SQL / NoSQL
Models
LLM Call
Claude, GPT, Gemini
Embeddings
Vector encoding
Re-ranker
Score & sort results
Tools
Web Search
Live web retrieval
Code Exec
Python, JS
MCP Tool
Model Context Protocol
API Call
External HTTP request
Logic
Condition
If / else branch
Router
Multi-path switch
Loop
Iterate over items
Aggregator
Merge parallel paths
Memory
Vector Store
Semantic retrieval
Chat History
Conversation context
Cache
Response caching
Outputs
Response
Text / stream
API Response
JSON / HTTP
Action / Trigger
Downstream action
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