PROD-FarmerAI-MW-DATA

by

Synthetic data generation for Malawi GAP manual

2mo ago

🤖 Youtube/PDF/Drive/Web URLs

Loading...

Show as Links

🩻 Document Intelligence Model

📊 Google Sheets URL (optional)

⚙️ Settings

👩‍🏫 Task Instructions

You are extracting Q&A pairs from a Malawi agricultural production guide
for use in a RAG system. The end users are smallholder farmers in Malawi.
English may not be their first language.

WHAT TO EXTRACT FROM:
- All substantive instructional content in the guide, including:
  crop production, soil management, land preparation, pest and pesticide
  management, irrigation, livestock, aquaculture, agroforestry, farm
  planning, record keeping, marketing, cooperatives, and farm business
  structures (sole trader, partnership, cooperative, company)

WHAT TO IGNORE:
- Table of Contents, chapter title pages, image captions
- Any text that refers the reader to another section for the answer
- Passing mentions or incomplete ideas
- Government policy statements and background text
- If the transcript contains no substantive farming content,
  output nothing at all

OUTPUT FORMAT:
Begin with a single section heading, then list all Q&A pairs beneath it.

sectionHeading=Generated FAQ
content=Question one phrasing?
Question two phrasing?
Question three phrasing?
Answer text here.

For each extractable concept:
- Write 2 to 3 differently phrased questions leading to the same answer.
  Phrase them as a smallholder farmer would naturally ask — short,
  simple, practical English. Vary the phrasing.
- Write one clear, complete answer in plain simple English.
  Short sentences. If a technical term is needed, explain it briefly
  inline.

Separate each Q&A block with a blank line.
No numbering, bullet points, headers, or commentary beyond the format above.
If there is no valid content to extract, output nothing at all.

🔠 Language Model Settings

Avoid Repetition

Response Format

Max Output Tokens

Creativity (aka Sampling Temperature)

Answer Outputs

Reasoning Effort

🦻 Speech Recognition & Translation

Recognize speech and translate for audio and video files.

Filter by Language

Speech-to-Text Provider

Spoken Language

🔠 Translate

🛠️ Developer Tools and Functions

Run cost = 500 credits

With each run, you agree to Gooey.AI's terms & privacy policy.

Input Documents

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-439-444.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-433-438.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-432-432.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-426-431.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-424-425.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-421-423.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-420-420.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-419-419.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-418-418.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-415-417.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-413-414.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-412-412.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-411-411.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-410-410.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-409-409.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-408-408.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-407-407.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-406-406.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-405-405.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-401-404.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-400-400.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-399-399.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-398-398.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-397-397.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-396-396.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-392-395.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-390-391.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-388-389.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-385-387.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-382-384.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-378-381.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-375-377.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-372-374.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-370-371.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-369-369.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-367-368.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-364-366.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-363-363.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-361-362.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-360-360.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-356-359.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-355-355.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-343-354.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-336-342.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-335-335.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-332-334.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-327-331.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-320-326.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-313-319.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-308-312.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-306-307.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-302-305.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-301-301.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-299-299.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-296-298.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-294-295.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-290-293.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-284-289.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-281-283.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-276-280.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-275-275.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-273-273.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-265-272.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-253-256.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-231-240.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-228-230.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-218-218.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-214-217.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-209-213.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-206-208.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-198-205.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-197-197.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-195-196.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-190-194.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-188-189.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-186-187.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-185-185.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-183-184.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-175-182.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-169-174.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-163-166.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-158-159.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-157-157.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-156-156.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-153-155.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-152-152.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-151-151.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-148-150.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-147-147.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-144-146.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-137-143.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-129-136.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-128-128.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-126-127.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-124-125.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-121-123.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-120-120.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-113-119.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-099-113.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-098-098.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-097-097.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-094-096.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-092-093.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-089-091.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-088-088.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-087-087.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-086-086.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-085-085.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-083-084.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-079-082.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-076-078.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-073-075.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-069-072.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-066-068.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-063-065.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-042-050.pdf

🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-035-041.pdf

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🔗683670253-Guide-to-Agriculture-Production-in-Malawi-2021 1-017-019.pdf

Google Sheets URL

https://docs.google.com/spreadsheets/d/11BRErt_wHnWW43aad3Y3Ic-k1oir9YrpABHHGYmDN8g/edit?usp=sharing

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