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Update app.py
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Update app.py
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Update app.py
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1. Fixed the "Greeting Trap" (Logic Fix), 2. Removed "Double Embedding" (Performance Fix), 3. Smarter "Vague Query" Handling (UX Fix)
Verified signature. Fixed the "Greeting Trap" (Logic Fix) The Problem: Previously, if a user said "Hello, I have a problem with my account," the bot saw "Hello," classified it immediately as a Greeting, and returned "Hi there!" while ignoring the actual problem. The Change: I updated the IntentClassifier. Now, if the user sends a message longer than 5 words, the bot ignores the "Greeting" classification and treats it as a query. Impact: The bot now effectively answers compound sentences like "Hi, how do I withdraw money?" instead of just saying "Hi." 2. Removed "Double Embedding" (Performance Fix) The Problem: The original code retrieved documents, then re-embedded them and the query again using the Gemini API to calculate cosine similarity manually. This added 1-2 seconds of latency and unnecessary API costs per request. The Change: I switched to using vector_store.similarity_search_with_score. We now rely on ChromaDB's internal math. Impact: The response time will be significantly faster (likely 50% f…1f07a92
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Adding time stamps in code (#15)
Verified signature- Adding time stamps in code (b26e198650fca727c7af1df3674954354dd7bd95) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>2ce8410
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Update app.py (#14)
Verified signature- Update app.py (5c8e94a3932ef2386d8e0df47b5587164b68e9c1) Co-authored-by: Anita Namaganda <anitajn86@users.noreply.huggingface.co>19b5af3 -
Debugging response (#13)
Verified signature- Debugging response (c2a87fc18fe8c7b0cab3a62a894ca92109e2e2ca) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>7ee9a1c -
Updating UI, to add send button (#12)
Verified signature- Updating UI, to add send button (a3dd6204c7a8533b0a0b6c56112405c9a47672d6) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>37ddcd1 -
Update app.py
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Update app.py
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Update app.py
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added send button
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Update app.py
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Updating ui (#11)
Verified signature- Updating ui (672e1b25a30eb1762371adc5ecdbaddf2bc5832f) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>5bd001d -
Update app.py
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edited app.py file
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remove back button
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updated ui
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update ui
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update app,py
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updating the ui take 2
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updated app.py file so improve the ui
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Adding memory management (#8)
Verified signature- Adding memory management (6c03c176ac5adcbea97d46ce1efa671dc97ec3f4) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>6253fff
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Updating system prompt to original prompt (#7)
Verified signature- Updating system prompt to original prompt (7dcd7312fed6978800dc9af00ab99427bd8428fb) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>147efab -
Update app.py (#6)
Verified signature- Update app.py (4fb146ba81b1dcf771b330741d8e41e5f217609e) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>2a2946c -
removing iface initialisation (#4)
Verified signature- removing iface initialisation (52827d910978986b26031098c09f0b583c2f55dc) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>9868a4f -
Adding intent classification (#3)
Verified signature- Adding intent classification (9e8f23d881a6456a5c4a6d3a98189b1512430030) Co-authored-by: MUKIIBI ROGERS <mukiibi@users.noreply.huggingface.co>f803fc4 -
Update app.py
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Update app.py
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