:h,SSKJr SSKJrJrJr SSKJr SSK r SSK J r SSK J r \ (aSSKJr \ "5r\R"(aO\R"S:wa?\R$"\R"S 9 \R&"S 5r\R&"S 5rO \"S 5 SrSr\R2(a#\R2S :wa\"\R2S 9rSrO \"S5 SrS\S\4SjrSSS\4SjrSS\S\S\4Sjjr S\!S\4Sjr"g!\ar\"S \35 SrSrSrCNSrCff=f!\ar\"S\35 SrSrCNcSrCff=f)N)GroqRateLimitErrorAPIError)Image) TYPE_CHECKING) get_settings) YieldInputYOUR_GEMINI_API_KEY_NOT_SET)api_keyzgemini-1.5-flashzJAI_SERVICES: Gemini API key not configured. Gemini features will not work.z'AI_SERVICES: Error configuring Gemini: YOUR_GROQ_API_KEY_NOT_SETzllama3-8b-8192zFAI_SERVICES: Groq API key not configured. Groq features will not work.z%AI_SERVICES: Error configuring Groq: image_bytesreturnc&# [(dg[R"[R"U55nSn[R X!/5nUR $![a&n[SU35 S[U53sSnA$SnAff=f7f)zF Analyzes an image using Gemini Vision model to detect crop diseases. z-Error: Gemini Vision model is not configured.aAnalyze the attached image of a plant leaf from the Baramati, Maharashtra region. Identify potential diseases or pests. Describe the visible symptoms clearly. Suggest 1-2 brief, practical, and sustainable management/treatment options suitable for a local farmer. If the image is unclear or not a plant, state that clearly. Format the response clearly, perhaps using bullet points for symptoms and suggestions. Respond in English. z$Error in Gemini disease prediction: z#Error analyzing image with Gemini: N) gemini_vision_modelropenioBytesIOgenerate_contenttext Exceptionprintstr)rimgpromptresponsees B/home/sneha/Desktop/shweta/404/404/backend/app/core/ai_services.pyget_disease_predictionr1s  >>jjK01 '77 F }} > 4QC894SVH==>s5 BA AB B(B BB BB yield_inputr c# [(dgSnSUSURSURSURSUSUR=(d S S UR =(d S S 3n[R RRS S S.SUS./[SSS9nURSRRnUR5$![a [S5 g[ a&n[SU35 S[#U53sSnA$SnAf[$a&n[SU35 S[#U53sSnA$SnAff=f7f)z@ Generates a yield estimate using Groq based on farmer's input. %Error: Groq client is not configured.zBaramati, Maharashtra, Indiaz1Act as an agricultural assistant for a farmer in z9. Based on the following inputs: - Crop: z - Area: z - Region Details: z (within z) - Soil Type: z Not specifiedz$ - Recent/Expected Weather: as Provide a realistic estimated yield range (e.g., in quintals per acre or tonnes per hectare, specify the unit clearly). Briefly explain the key factors (like weather, soil, crop type in this region) influencing this estimate in 2-3 short bullet points. Keep the explanation simple and practical for a farmer. Respond in English. systemz|You are a helpful agricultural assistant providing yield estimates for farmers in the Baramati region of Maharashtra, India.rolecontentuserg333333?messagesmodel temperature max_tokensrz4Error in Groq yield prediction: Rate limit exceeded.zHError: The prediction service is currently busy. Please try again later.z Error in Groq yield prediction: z-Error communicating with prediction service: Nz+Unexpected error in Groq yield prediction: zBAn unexpected error occurred while generating the yield estimate: ) groq_client crop_typearearegionsoilweatherchat completionscreategroq_chat_model_idchoicesmessager&striprrrrr)r location_contextrchat_completionresultrs rget_yield_estimater>Vs ;6+]9FGWFXY&&'(!!"#&--.i8H7IJ!&&9/:;$$/$7$7$J?#KL  &**66==% ^ #% %> !((+33;;||~ Z DEY H 045>s1vhGG ] ;A3?@STWXYTZS[\\]sY ECCEE ,E. E 7DE E E %EE EE  E transcriptlanguagec # [(dgSSSS.nURUS5nSnSUSUS US US 3 n[RRR S S US3S.SUS./[ SSS9nUR SRRnUR5$![a" [S5 US:XaSO US:XaSOSnUs$[aPn [SU 35 US:XaS[U 53O!US:XaS[U 53O S[U 53nUsSn A $Sn A f[aPn [S U 35 US:XaS![U 53O!US:XaS"[U 53O S#[U 53nUsSn A $Sn A ff=f7f)$zW Processes a voice transcript using Groq to understand intent and generate a response. r"EnglishHindiMarathi)enhimra] The FarmGenius app can: 1. Analyze an uploaded image of a plant to detect diseases (triggered by asking about the 'last image' or 'this picture'). 2. Predict crop yield based on inputs like crop type, area, region, soil, weather. 3. Provide mock information about local market prices for crops like Wheat and Onion in Baramati. zYou are the voice interface for the FarmGenius agricultural app, assisting a farmer in Baramati, Maharashtra. The user, speaking z , said: "z%" App Capabilities: a Your tasks: 1. Understand the user's intent based on their statement. Does the user want to: - Get analysis of the last uploaded image? - Ask for a yield prediction (they might mention crop, area etc.)? - Ask about market prices (they might mention crop names)? - Something else (greet, ask for help)? 2. Generate a concise and helpful response **in a**. 3. If the intent is clear and relates to an app capability: - For image analysis: Respond like "Okay, analyzing the last uploaded image..." or ask for the image if needed. (The actual analysis happens separately). - For yield prediction: If they provided details, acknowledge them. If not, ask for necessary details like crop type, area, etc. - For market prices: Provide the mock data if they ask for Wheat/Onion prices in Baramati, otherwise state which prices are available. 4. If the intent is unclear or unrelated to app capabilities, politely state what the app can do or ask for clarification. 5. Keep the response relatively short and easy to understand for a voice interaction. r#zUYou are the FarmGenius voice assistant for farmers in Baramati. Respond concisely in .r$r'gffffff?dr)rz4Error in Groq voice processing: Rate limit exceeded.rFz3Seva abhi vyast hai, kripya baad mein prayas karen.rGu[Seva sadhya vyasta आहे, कृपया नंतर प्रयत्न करा.z6The service is currently busy. Please try again later.z Error in Groq voice processing: z"Seva se sampark karne mein truti: zSeveshi sampark karnyat truti: z&Error communicating with the service: Nz+Unexpected error in Groq voice processing: zEk anapekshit truti aayi: zEk anapekshit truti aali: zAn unexpected error occurred: )r.getr4r5r6r7r8r9r&r:rrrrr) r?r@lang_map language_nameapp_capabilitiesrr<r= error_msgrs rprocess_voice_command_airOs  ;6 wi@HLL95M:)?)J<@  9:GH  *&**66==%!vxEwFFG H #% %> !((+33;;||~  DEMUY]M]Iu}BFvFqL   045EMQUEU8QABJdBR5c!fX> !((+33;;||~#!M& 4 1!5634s@C!B<B7A1B<6C!7B<< CCC!CC!)rE)#google.generativeai generativeaigenaigroqrrrPILrrtypingrconfigr app.models.yield_modelr settingsGEMINI_API_KEY configureGenerativeModelrgemini_text_modelrrr GROQ_API_KEYr.r7bytesrrr>rOlistrZrrms#// !1 >8#:#:>[#[  7 78#334FG!112DE Z["  !6!6:U!U8#8#89 - VW !>e!>!>J2],2]32]lMsMcMSM`4T4c4 3A3 78 1! 56Ks<AD D*3D4 D4D1D,,D14E: E  E