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This workflow takes a Google doc of sample questions and golden expert created answers as an input. It then runs competing versions of the Ulangizi copilot (here with different LLMs - Gemini Pro 1 vs GPTV) and scores the answers. This helps us us determine if changes to our workflows actually increase performance (vs speed and cost as wel)
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Examples
API
2y ago
Copilot Builder
AI Animation Generator
AI QR Code Generator
Generate “People Also Ask” SEO Content
Create a perfect SEO-optimized Title & Paragraph
Browse the web using ChatGPT
Profile Lookup + GPT4 for AI-Personalized Emails
Bulk Runner and Evaluator
Evaluator
Synthetic Data Maker for Videos & PDFs
Compare LLMs: GPT5.4, Deepseek3.2, Claude4.6, Gemini3.1, Apertus, Kimi 2.5 vs GLM5
RAG in the Cloud: Search any document with AI
SmartGPT
Summarize Large Files with GPT
Functions
Video Generation
Lipsync AI
Lipsync with Text-to-Speech
Compare AI Voice Generators
Speech Recognition and Translation
Text to Audio & Music
Compare AI Translations
Edit An Image with AI prompt
Compare AI Image Generators
Generate Product Photo Backgrounds
AI Portrait Generator
AI Generated Photo from Email Profile Lookup
Render Image Search Results with AI
AI Background Changer
Compare Upscalers
AI Image Trainer
DEP-FarmerAI-MW-FSA-CHAT-NY-Vision
Default
Base Copilot w/ Search, RAG & Code Execution
Clean Slate Agent
Farmer.CHAT Ag Advisory Agent
Health: Nurse advisor for Nigeria
Trades: HVAC Master Technician Copilot
IOM Tunisia Health Chatbot (field test)
ResponseFormata
Impact: Bank.CHAT for Financial literacy
English SEA-LION v2.1 Bot
Event Details Extractor
Gen SteveJobs
DebunkBOT
Multi Tool Integration Router
Saathi - An OCR chatbot for scholarships
RadBot: Hukam Singh
Bangladesh IVR Health Advisory
Nurse Julie : Health: Voice conversations to patient records
Swahili Farmer.CHAT
Survey Users & Analyze Answers via LLMs
ClassMate AI_Public Version
Workplace Mental Health Bot
Suisun City Voice
Voice-based Farmer.AI
Bangladesh Diabetes Assistant
All-Models Agent
The Gooey.AI Support Bot
Ulangizi AI with Vision - v12 - Gemini Pro 1.0 Vision
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Run URL | Run Time | Output Text
Run URL
Run Time
Error Msg
Price
Final Prompt
Output Text
Output Audio
Output Video
Raw Input Text
Raw Tts Text
Raw Output Text
References
Final Search Query
Final Keyword Query
Output Documents
Reply Buttons
Finish Reason
Metrics
Copilot Evaluator
Speech Recognition Model Evaluator
Low Resource ASR Evaluator
Compare Output Text
Evaluate Telugu Speech Reco + Translation
Evaluate Kannada Speech Reco + Translation
Evaluate Hindi Speech Reco + Translation
Add an Eval
⚙️ Settings
Run cost = 1 credits
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