edcd1721df
Prompt-driven guide for building multimodal search using Gemini Embedding 2 + Pinecone + Claude Code. Includes example data (NASA public domain), step-by-step prompts, concepts explainer, cost breakdown, and troubleshooting guide.
69 lines
1.9 KiB
Markdown
69 lines
1.9 KiB
Markdown
# Prompt 4: Improve and Iterate
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These are prompts for when you want to make the search better.
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Use whichever ones are relevant to you.
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---
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## If search results are not relevant enough
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```
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The search results are not matching my questions well.
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Can you add a re-ranking step? After getting the top 10 results
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from Pinecone, use Claude to re-rank them by relevance to my
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actual question, then show the top 5.
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```
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## If you want to add your own files
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```
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I want to add more files to the search index. I have put new
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files in example-data/. Please:
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1. Check which files are new (not already in Pinecone)
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2. Process only the new files
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3. Add their embeddings to the existing index
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4. Show me what was added
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```
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## If you want better image descriptions
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```
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Look at the images in example-data/ and suggest improved
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descriptions for any that could be more detailed. Show me
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the current description and your suggested improvement
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side by side. Do not update descriptions.md until I approve.
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```
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## If you want to add a video clip
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```
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I have added a short video file (MP4, under 2 minutes) to
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example-data/. Please:
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1. Extract key frames from the video
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2. Generate descriptions for each key frame
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3. Add these descriptions as searchable chunks in Pinecone
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4. Link them back to the video file with timestamps
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```
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## If you want to export or share
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```
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I want to share this search app with someone else. Can you:
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1. Create a README with setup instructions
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2. Make sure the .env.template has all required variables
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3. Add a "first run" script that handles ingestion automatically
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4. Package it so someone can clone the repo and get started
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with just their own API keys
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```
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## If something is broken
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```
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[Paste the exact error message here]
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This happened when I tried to [describe what you did].
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Can you diagnose and fix the issue?
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```
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The key to good results with Claude Code: be specific about
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what you see and what you expected to see instead.
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