Copilot for your Enterprise

Create customized chatbots from your own docs/PDF/webpages. Craft your own bot prompts using the fast GPT 3.5-turbo or powerful GPT4 & optionally prevent hallucinations by constraining all answers to just your citations. Available as Facebook, Instagram, WhatsApp, Slack bots or via API. Add multi-lingual speech recognition and text-to-speech in 100+ languages and even video responses. Collect 👍🏾 👎🏽 feedback + see usage & retention graphs too! This is the workflow that powers https://Farmer.CHAT and it's yours to tweak.

📝 Prompt

High-level system instructions to the copilot + optional example conversations between the bot and the user.

📄 Documents (optional)

Upload documents or enter URLs to give your copilot a knowledge base. With each incoming user message, we'll search your documents via a vector DB query.

Enter Custom URLs

https://docs.google.com/spreadsheets/d/1BNNCrHAaxCRNfawXm7K1zoDW6S0_dQ7VJ-x_DhUXq4o/edit?usp=share_link
https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/318e8af4-c9b2-11ed-a11a-02420a00012d/Approved-Chilli%20PoP-%20Spice%20Board%20of%20India.docx.pdf
https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/31a8adee-c9b2-11ed-a11a-02420a00012d/Approved%20KVK%20-%20Chittoor%20AP%20Chilli%20PoP.pdf
https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/31c4991e-c9b2-11ed-a11a-02420a00012d/Approved%20Chilli%20PoP%20-%20ANGRAU.pdf
https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/31de8e50-c9b2-11ed-a11a-02420a00012d/Approved%20-%20%20Chilli%20IPM%20ICRISAT.pdf
https://storage.googleapis.com/dara-c1b52.appspot.com/daras_ai/media/320a4572-c9b2-11ed-a11a-02420a00012d/Approved%20-%20AESA%20based%20IPM%20Chillies%20-%20MoAFW.pdf
https://drive.google.com/file/d/1CD6Serc1sTf_nIvRScXsJ2JzJweiqmnm/view?usp=share_link
https://docs.google.com/spreadsheets/d/1z9bMRVYfaLE8qev1s21b8_snQDpiFThSqO1To-UbOMk/edit?usp=sharing
https://docs.google.com/document/d/1Zr_coYZltjZtKFof_DRPFxf_uOBRNVrtWC9QnYx0knY/edit?usp=share_link
https://docs.google.com/document/d/1IKOfytVprK0Q8bjWLR73PRjW_kY1F2Y48sy77bMVMXs/edit?usp=share_link
https://docs.google.com/document/d/1dwwWJNQaHmdmyMUVDeSsXQp2n_rzTmAkynReXTVLNb8/edit?usp=share_link
https://docs.google.com/document/d/1hrNaybpalV5xDYKB3mqL9rm8NTfTwkXoEuWJry6jcqo/edit?usp=share_link
https://docs.google.com/document/d/1uTrga_W5w_z7QWdXIzpzJV1N-11tVyLXjA048UwENGI/edit?usp=share_link
https://docs.google.com/document/d/12TCJTfMtr0DWqclgzN2IyZ2E7LMHgU3SdeGsDl2ShDY/edit?usp=share_link
https://docs.google.com/document/d/1Nk4BxRWvGUrl6yGKsdOjtKAiL4ynsiZ2_JhcxlXcqEk/edit?usp=share_link
https://docs.google.com/document/d/1gMNWGwSPdz30CSmw16CtmkZns0H6rI_NOeHy4UfGaLQ/edit?usp=share_link
https://docs.google.com/document/d/1PFJQitaxAUm8VxWRUELSH7EDLLLCznIriFzeIS547fY/edit?usp=share_link
https://docs.google.com/document/d/14z03SWrgu6payNazDh647acNfxKzpSq8edpopw5PSFQ/edit?usp=share_link
https://docs.google.com/document/d/1jaWUfXGI2IYo9WB3CrE0oUEuSjJU2XVugiBYeQo7iO0/edit?usp=share_link
https://docs.google.com/document/d/13iKoAvjQvU4HCKxrPBgMEQ2RFidYWzEUOB1R7rMkCpg/edit?usp=share_link
https://docs.google.com/document/d/1q2m1GzH7pFd3KkGrd1sporcYk6Tw4eQjKh23YgdsHiE/edit?usp=share_link
https://docs.google.com/document/d/10dleubWFz5BipRJmcKsIYyGLhk4n1SdQtKmNMfSLDWU/edit?usp=sharing
https://docs.google.com/document/d/1V8-ddbJOr5DLu8FQ_HYz1BXq2L8P2kQlFdRdde5zevQ/edit?usp=share_link
https://docs.google.com/spreadsheets/d/1xjRQ0pwyqxldfLOBTu_sLWRy_yt7Hx6AUDrGuUAGS10/edit?usp=sharing

⌥ Variables

⚙️ Settings

👩‍🏫 Document Search Results Instructions

Guidelines to interpret the results of the knowledge base query.

🔗 Shorten Citation URLs

Shorten citation links and enable click tracking of knowledge base URLs, docs, PDF and/or videos.

🔎 Document Search Settings

Citation Style

Plain Text / WhatsApp Numbers + Footnotes

Dense Embeddings Weightage

Weightage for dense vs sparse embeddings. 0 for sparse, 1 for dense, 0.5 for equal weight. Generally speaking, dense embeddings excel at understanding the context of the query, whereas sparse vectors excel at keyword matches.

Max Citations

The maximum number of document search citations.

Max Snippet Words

After a document search, relevant snippets of your documents are returned as results. This setting adjusts the maximum number of words in each snippet. A high snippet size allows the LLM to access more information from your document results, at the cost of being verbose and potentially exhausting input tokens (which can cause a failure of the copilot to respond). Default: 300

Overlapping Snippet Lines

Your knowledge base documents are split into overlapping snippets. This settings adjusts how much those snippets overlap. In general you shouldn't need to adjust this. Default: 5

👁‍🗨 Summarization Instructions

Prompt to transform the conversation history into a vector search query.
These instructions run before the workflow performs a search of the knowledge base documents and should summarize the conversation into a VectorDB query most relevant to the user's last message. In general, you shouldn't need to adjust these instructions.

🔑 Keyword Exctraction

🎤 Knowledge Base Speech Recognition

If your knowledge base documents contain audio or video files, we'll transcribe and optionally translate them to English, given we've found most vectorDBs and LLMs perform best in English (even if their final answers are translated into another language).

ASR Model

———

Google Translate (optional)

———

🔠 Language Model Settings

ChatGPT (openai)

Avoid Repetition

Answer Outputs

How many answers should the copilot generate? Additional answer outputs increase the cost of each run.

Max Output Tokens

The maximum number of tokens to generate in the completion. Increase to generate longer responses.

Creativity (aka Sampling Temperature)

Higher values allow the LLM to take more risks. Try values larger than 1 for more creative applications or 0 to ensure that LLM gives the same answer when given the same user input.

🔠 User Language

If provided, the copilot will translate user messages to English and the copilot's response back to the selected language.

———

Enable Audio Output?

🗣️ Voice Settings

Speech Provider

Google Cloud Text-to-Speech

uberduck.ai

Bark (suno-ai)

Voice name (Google TTS)

hi-IN-Wavenet-A (Female)

Please refer to the list of voice names here

Speaking rate

1.0 is the normal native speed of the speaker

Pitch

Increase/Decrease semitones from the original pitch

Enable Video Output?

🖌️ Personalize

Title

Notes

Run cost = 5 credits
By submitting, you agree to Gooey.AI's terms & privacy policy.

✅

Success! Run Time: 9.42 seconds.

Assistant

Whiteflies can be a common problem in cotton crops. They are attracted to succulent plants and thrive in hot and humid conditions. To manage whiteflies, you can use yellow sticky traps installed at a rate of 40 per acre, about 1 to 1.5 feet above the crop canopy with the help of bamboo sticks [1] . Additionally, it is important to avoid excessive use of nitrogenous fertilizers, as this can make the crop more attractive to whiteflies. Crop rotation can also help by replacing a susceptible crop with one that is not susceptible to whiteflies [1] .

If you need more information or guidance on managing whiteflies, you can visit the Digital Green website at https://www.digitalgreen.org/videos for helpful videos and resources.

User
I've got a white fly problem?

💁‍♀️ Sources

1. Cotton Whitefly

Q40. How yellow sticky traps needs to be install in cotton ecosystem?
Answer- Install yellow sticky traps @ 40 per acre, 1 to 1.5 ft. above crop canopy with the help of bamboo stick.
Q41. How incidence of whitefly occur in my field every year?
Answer- Possible reasons of whitefly incidence-
1. Excessive use of nitrogenous fertilizers makes crop succulent which attracts whiteflies.
2. Hot and humid conditions favours the incidence of whitefly.
3. Monocropping of cotton crop.
Q42. What is the life cycle of whitefly?
Answer- The female whitefly lays the eggs singly on the under surface of leaves and mostly on the top and middle crop canopy. Each female is capable of laying about 120 eggs. The incubation period varies from 3-5 days during spring and summer, 5-17 during autumn and >30 days during winter. The nymphs after hatching fix themselves to the underside of the leaves and they moult thrice before pupation. The nymphal period varies from 9-14 days during summer, and 17-19 days during winter. The pupal period is 2-8 days. The total life-cycle ranges from 14 to 107 days depending upon the weather conditions. There are about 12 overlapping generations in a year and the pest also reproduces parthenogenetically at times.
Q43. Which is the damaging stage of whitefly in cotton ecosystem?
Answer- Both nymph and adult are the damaging stage of whitefly in cotton.
Q44. What are the favourable atmospheric conditions for multiplication of whitefly?
Answer- The ideal conditions for growth are 27oC and 71% relative humidity, hot and humid conditions favour the insect.
Q45. What are precautions needs to be taken during spraying of chemical insecticides by the farmers?
Answer- 1.Apply only recommended dose and dilution.
2.Spray operation should be conducted on sunny day in general.
3.Spray operation should be conducted in the wind direction.
4.After spray operation, sprayer and buckets should be washed with clean water using detergent/soap.
5.Avoid the entry of animals/workers in the field immediately after spray.
6.Never enter in the treated field immediate after spray without bearing protective clothings.
7. Use protective clothings viz., hand gloves, face masks, cap, apron, full trouser, etc. to cover whole body.
Q46. What is label claim of pesticides? Why it is necessary?

...

Answer- Use one of the following insecticides for management of whitefly in cotton.
Chemical
Dosage/Ha
Waiting Period(Days)
a.i (gm)
Formulation (gm/ml)
Dilution in Water (Liter)
Acetamiprid 20.00% SP
20.00
100.00
500-600
15
Afidopyropen 50 g/L DC
50.00
1000
500-750
25
Bifenthrin 10.00% EC
80.0
800
500
15
Buprofezin 25.00% SC
250.0
1000
500-750
20
Buprofezin 70.00% DF
250-300
357-429
500
20
Chlorpyrifos 20.00% EC
250
1250
500-1000
-
Clothianidin 50.00% WDG
20.0-25.0
40.0-50.0
500
20
Diafenthiuron 47.80% SC
239
500
500
30
Diafenthiuron 50.00% WP
300
600
500-1000
21
Dinotefuran 20.00% SG
25-30
125-150
500
15
Ethion 50.00% EC
750-1000
1500-2000
500-1000
-
Fenpropathrin 30.00% EC
75-100
250-340
750-1000
14
Fipronil  5.00% SC
75-100
1500-2000
500
06
Flonicamid 50.00% WG
75
150
500
25
Imidacloprid 48.00% FS
300-540
500-900
-
-
lmidacloprid 70.00% WS
350-700
500-1000
-
-
lrnidacloprid 17.80% SL
20-25
100-125
500-700
40
Monocrotophos 15.00% SG
200
1333
500-1000
58
Monocrotophos 36 % SL
150
375
500-1000
-

...

2.  In each field select five spots randomly in zigzag manner (at least 5 feet inside the border).
3. At each spot select 10 plants randomly/ field for recording observations.
4. Observe the upper middle and lower leaves of selected plants.
5. Count the average number of whiteflies per leaf to know the infestation of white fly.
Q23. Why only recommended insecticides required tobe spray in cotton ecosystem for management of whitefly?
Answer- For effective management of whitefly and to avoid insecticide resistance in whitefly.
Q24. Can we increase the recommended dose of chemical insecticides for management of huge population of whitefly?
Answer- No.
Q25. Is there any impact of crop rotation to avoid the incidence of whitefly in cotton?
Answer- Yes,Crop rotation replaces a crop that is susceptible to a serious pest with another crop that is not susceptible. Each food crop comes with its own set of pests that attack that particular crop. By planting a different crop each time, the farmer is able to starve out those pests.
Q26. If recommended insecticides / biopesticides are not available in market? Can we spray other than recommended insecticides / bio pesticides in cotton ecosystem?
Answer- No.
Q37. What is the feeding habit of Whitefly in cotton ecosystem?
Answer- Nymphs and adults lacerate the tissue and suck the sap from the upper and lower surfaces of leaves. They inject saliva and suck the lysed contents of plant cells 
Q28. Can I count the whitefly population in cotton field visually? If not why?
Answer- No, because whiteflies are fast flying insect.
Q29. What is the observation procedure of whitefly in cotton ecosystem during survey?
Ans:  Observation procedure of survey of whitefly in cotton ecosystem as follows, 
1. Field observations on insect pests and diseases are to be initiated after 20 days of sowing.
2.  In each field select five spots randomly in zigzag manner (at least 5 feet inside the border).
3. At each spot select 10 plants randomly/ field for recording observations.
4. Observe the upper middle and lower leaves of selected plants.
Q30. What do you mean by natural enemies?
Answer- Natural enemies are farmers friends which kills/ check the population of harmful insects.
Q31. What are the natural enemies of cotton whitefly available in cotton ecosystem?
Answer- Chrysoperlaspp, Lady Bird beetle, Dragonfly, Damselfly. Predatory ants, Praying Mantis, wasp, spider are the natural enemies of cotton whitefly available in cotton ecosystem.

ℹ️ Details

Have you ever wanted to create a bot that you could talk to about anything? Ever wanted to create your own https://dara.network/RadBots or https://Farmer.CHAT? This is how.

This workflow takes a dialog LLM prompt describing your character, a collection of docs & links and optional an video clip of your bot’s face and voice settings.

We use all these to build a bot that anyone can speak to about anything and you can host directly in your own site or app, or simply connect to your Facebook, WhatsApp or Instagram page.

How It Works:

Appends the user's question to the bottom of your dialog script.
Sends the appended script to OpenAI’s GPT3 asking it to respond to the question in the style of your character
Synthesizes your character's response as audio using your voice settings (using Google Text-To-Speech or Uberduck)
Lip syncs the face video clip to the voice clip
Shows the resulting video to the user

PS. This is the workflow that we used to create RadBots - a collection of Turing-test videobots, authored by leading international writers, singers and playwrights - and really inspired us to create Gooey.AI so that every person and organization could create their own fantastic characters, in any personality of their choosing. It's also the workflow that powers https://Farmer.CHAT and was demo'd at the UN General Assembly in April 2023 as a multi-lingual WhatsApp bot for Indian, Ethiopian and Kenyan farmers.

👣 Steps

References

[1 Items

{

…

}4 Items

]

Final Prompt

<|im_start|>system
You are Farmer.CHAT - an intelligent AI assistant built by Gooey.AI and DigitalGreen.org to help Indian farmers and agriculture agents. Try to give succinct answers to their questions (at a 6th grade level). If they haven't told you already, ask for their location and crop.

If the user gives a salutation such as "Hi" or "Hello", introduce yourself before answering the user's query with the following text - """
Welcome to Farmer.CHAT by Digital Green. I'm an AI 🤖 designed to help farmers. Send me a text or 🎙️voice note with any farming question and I'll give you an answer based on recommendations and best practices from other farmers like you. I'm constantly trying to improve, so please give me your feedback by tapping the 👍🏾 👎🏽 buttons.  Now, what would you like to know? 🌱 
"""

Please ask the user once for their location, gender, crop(s) they grow to improve your answer to their questions. Never give advice to search the Internet.  Politely refuse to answer questions beyond the subject of farming in India. Always use appropriate emojis to emphasize your point.<|im_end|>
<|im_start|>user
Search Result: [1]
Title: """Cotton Whitefly"""
Snippet: """
Q40. How yellow sticky traps needs to be install in cotton ecosystem?
Answer- Install yellow sticky traps @ 40 per acre, 1 to 1.5 ft. above crop canopy with the help of bamboo stick.
Q41. How incidence of whitefly occur in my field every year?
Answer- Possible reasons of whitefly incidence-
1. Excessive use of nitrogenous fertilizers makes crop succulent which attracts whiteflies.
2. Hot and humid conditions favours the incidence of whitefly.
3. Monocropping of cotton crop.
Q42. What is the life cycle of whitefly?
Answer- The female whitefly lays the eggs singly on the under surface of leaves and mostly on the top and middle crop canopy. Each female is capable of laying about 120 eggs. The incubation period varies from 3-5 days during spring and summer, 5-17 during autumn and >30 days during winter. The nymphs after hatching fix themselves to the underside of the leaves and they moult thrice before pupation. The nymphal period varies from 9-14 days during summer, and 17-19 days during winter. The pupal period is 2-8 days. The total life-cycle ranges from 14 to 107 days depending upon the weather conditions. There are about 12 overlapping generations in a year and the pest also reproduces parthenogenetically at times.
Q43. Which is the damaging stage of whitefly in cotton ecosystem?
Answer- Both nymph and adult are the damaging stage of whitefly in cotton.
Q44. What are the favourable atmospheric conditions for multiplication of whitefly?
Answer- The ideal conditions for growth are 27oC and 71% relative humidity, hot and humid conditions favour the insect.
Q45. What are precautions needs to be taken during spraying of chemical insecticides by the farmers?
Answer- 1.Apply only recommended dose and dilution.
2.Spray operation should be conducted on sunny day in general.
3.Spray operation should be conducted in the wind direction.
4.After spray operation, sprayer and buckets should be washed with clean water using detergent/soap.
5.Avoid the entry of animals/workers in the field immediately after spray.
6.Never enter in the treated field immediate after spray without bearing protective clothings.
7. Use protective clothings viz., hand gloves, face masks, cap, apron, full trouser, etc. to cover whole body.
Q46. What is label claim of pesticides? Why it is necessary?

...

Raw Text Response 1

Final Response 1

Generated Audio 1

How to Use This Recipe

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