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Chatbot / app.py

Commit History

  1. Fix: Handle list type in context_priority_used extraction

    Aniket2006
    882becc

  2. Upgrade to Hybrid Architecture v3 (Fast Lane + Deep Dive)

    Aniket2006
    e2d9873

  3. Add 21 Groq API keys with fallback mechanism

    Aniket2006
    f895e11

  4. Update Groq API keys with rotation logic

    Aniket2006
    3d6dd09

  1. Update Groq API key

    Aniket2006
    1190215

  2. Update Groq API key

    Aniket2006
    499a614

  3. feat: migrate from Gemini to Groq API for LLM calls

    Aniket2006
    f0c4cb2

  1. Increase max_output_tokens to 4096 to prevent response truncation

    Aniket2006
    dcb1582

  2. Complete rewrite: direct API fetch, proper vegetation indices + cluster stress extraction

    Aniket2006
    d6e5751

  3. Fix: format specifier error in SAR section

    Aniket2006
    65058ca

  4. Fix: extract Sentinel-2 vegetation_indices_summary and SAR crop_health

    Aniket2006
    15baaaf

  5. Improve prompt: force data-specific responses, add context logging

    Aniket2006
    f11af9a

  6. Fix: handle None values in SAR bands section

    Aniket2006
    c187541

  7. Fix: add defensive null checks in generate_response

    Aniket2006
    258275e

  8. Add comprehensive context: all indices, SAR, weather, persona-based responses

    Aniket2006
    c7df30e

  9. Switch to gemini-2.5-flash (2.0 quota exhausted)

    Aniket2006
    bec40f7

  10. Fix: use gemini-2.0-flash model

    Aniket2006
    ee7723b

  11. Add /chat/stream endpoint for Flutter compatibility

    Aniket2006
    b965fde

  12. Restore original simple chatbot from initial commit

    Aniket2006
    cb547c1

  13. Simplify chatbot: single LLM call, remove complex reasoning

    Aniket2006
    aaf7391

  14. Fix: record_api_call once per query, not per key rotation

    Aniket2006
    83e9fb0

  15. Add strict 5 calls/minute rate limit with smart fallback

    Aniket2006
    87f35a1

  16. Reduce API usage: default to simple reasoning (1 call), add backoff

    Aniket2006
    dd7cfa9

  17. Add SSE streaming endpoint /chat/stream for typewriter effect

    Aniket2006
    5d82df6

  18. Fix: add 400 to rotation triggers for invalid API keys

    Aniket2006
    0f136d3

  19. Add 5-key Gemini API fallback, conversation memory, historical trends, and zone recommendations

    Aniket2006
    504a512

  1. Lower confidence thresholds for satellite data fetch and reasoning

    Aniket2006
    a7903f2

  2. Full Developer Spec implementation: Priority-based Multi-Stage Reasoning⁠

    Aniket2006
    ee8289e

  3. Add satellite band data injection from HF Space APIs (SAR, Sentinel-2)

    Aniket2006
    2221290

  4. Auto-fetch field data (coordinates, crop_type) from Supabase

    Aniket2006
    3fad61c

  5. Implement multi-stage reasoning architecture (Claim→Validate→Contradict→Confirm)

    Aniket2006
    e2fa5a7

  6. Add auto model discovery to find working Gemini model

    Aniket2006
    07a23c0

  7. Try gemini-1.5-flash model

    Aniket2006
    c7be993

  8. Switch to gemini-1.5-flash-8b for higher rate limits

    Aniket2006
    c36a5b7

  9. Add retry logic for rate limits

    Aniket2006
    99bff2e

  10. Try gemini-2.0-flash-exp model

    Aniket2006
    126daae

  11. Fix: Use v1beta API and add better error logging

    Aniket2006
    fcbe917

  12. Fix: Use gemini-pro with v1 API endpoint

    Aniket2006
    0a05e0c

  13. Fix: Use direct Gemini REST API instead of SDK

    Aniket2006
    43f4a4c

  14. Fix: Use models/gemini-1.5-flash format

    Aniket2006
    5673ba4

  15. Fix: Try multiple Gemini model names for compatibility

    Aniket2006
    336ef34

  16. Fix: Simplify Gemini integration and update dependencies

    Aniket2006
    d633941

  17. Fix: Use gemini-pro model

    Aniket2006
    ba6427c

  18. Initial commit: AGROW Chatbot with Gemini LLM

    Aniket2006
    b3afc51