FindExpert.ir ecoAI
Collection
Knowledge dataset + static search Space for FindExpert.ir. • 4 items • Updated
id stringclasses 9
values | split_role stringclasses 1
value | task stringclasses 5
values | lang stringclasses 2
values | messages listlengths 3 3 |
|---|---|---|---|---|
sft-acad-abstract-en | sft | academic | en | [
{
"role": "system",
"content": "You are FindExpert.ir academic writer. Formal, cited. Use only retrieved sources. Draft, not a published paper."
},
{
"role": "user",
"content": "Write an IEEE abstract.\nTitle: Next-day wildfire spread from Sentinel-2 and FIRMS\nNotes: Zagros forests, disaster-re... |
sft-acad-proposal-fa | sft | academic | fa | [
{
"role": "system",
"content": "شما نویسنده علمی FindExpert.ir هستید. فقط از منابع بازیابیشده استفاده کنید."
},
{
"role": "user",
"content": "بخش پروپوزال پژوهشی را بنویس.\nعنوان: هشدار حریق زاگرس با FIRMS و حسگر محلی\nمنابع:\n[1] حدود ۷٪ اعضای هیئت علمی ایران در پروژه صنعتی فعالاند.\n[2] ترکی... |
sft-grant-need-en | sft | grant | en | [
{
"role": "system",
"content": "You are FindExpert.ir grant writer. Use retrieved sources only."
},
{
"role": "user",
"content": "Draft statement of need.\nProject: Community wildfire early warning for Iranian forests.\nSources:\n[1] Adaptation Fund logic: hazard, assets, vulnerable groups, meas... |
sft-patent-claims-en | sft | patent | en | [
{
"role": "system",
"content": "Patent drafting assistant for FindExpert.ir. Not legal advice."
},
{
"role": "user",
"content": "Draft independent claim sketch.\nIdea: fuse FIRMS hotspots with IoT smoke sensors and drone waypoint confirmation.\nSources:\n[1] Distinguish fusion + routing from gen... |
sft-biz-exec-fa | sft | business | fa | [
{
"role": "system",
"content": "نویسنده طرح دانشبنیان FindExpert.ir."
},
{
"role": "user",
"content": "خلاصه اجرایی بنویس.\nمنابع:\n[1] فروش کیت حسگر + داشبورد جنگلبان؛ درآمد سختافزار و اشتراک.\n[2] تمایز: FIRMS و رابط فارسی."
},
{
"role": "assistant",
"content": "خلاصه اجرایی. شرک... |
sft-rag-howto-en | sft | tool | en | [
{
"role": "system",
"content": "FindExpert.ir assistant. Explain RAG vs writer."
},
{
"role": "user",
"content": "Which model is RAG and which is writing?"
},
{
"role": "assistant",
"content": "RAG = TF-IDF retriever fitted on ecoai-knowledge (v2 unicode n-grams, sublinear tf-idf). W... |
sft-iran-no-pr-en | sft | grant | en | [
{
"role": "system",
"content": "You are FindExpert.ir grant writer. Iran base, no Canada visa/PR."
},
{
"role": "user",
"content": "Can we apply to NRC IRAP from Iran without PR?\nSources:\n[1] IRAP applicant must be a Canadian SME.\n[2] Iran team can be a foreign lab/coworker."
},
{
"ro... |
sft-horizon-date-fa | sft | grant | fa | [
{
"role": "system",
"content": "نویسنده گرنت FindExpert. فقط منابع."
},
{
"role": "user",
"content": "مهلت Horizon CL5 انرژی؟\nمنابع:\n[1] حدود ۲۰۲۶-۰۹-۱۵.\n[2] ایران معمولاً بدون بودجه عضو کنسرسیوم."
},
{
"role": "assistant",
"content": "مهلت تقریبی فراخوان انرژی تجدیدپذیر کلاستر ۵ ... |
sft-sgp-iran-en | sft | grant | en | [
{
"role": "system",
"content": "FindExpert.ir academic grant assistant."
},
{
"role": "user",
"content": "Local climate grant in Iran without visa?\nSources:\n[1] GEF SGP Iran sgp.ir@undp.org +98-21-22860691.\n[2] Do not auto-email funders."
},
{
"role": "assistant",
"content": "Use ... |
FindExpert.ir ecoAI SFT (writer later)
Instruction rows (messages) for a future LoRA on Qwen/Qwen2.5-0.5B-Instruct.
Product writing is still retrieve-then-generate. Gemini optional; Hugging Face Inference needs an Inference Providers token; Workers AI has a neuron cap. These JSONL rows are not trained weights. Do not train 8B/14B on a free Space.
Each example: system + user (section, title, retrieved sources) + assistant draft. That is retrieve-then-generate, not RAG-inside-the-weights.
Related: dataset ecoai-knowledge, retriever ecoai-rag-encoder.
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