Prompt ollama Research Verified local free

Deep Research — Ollama

Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (Ollama Modelfile + chat prompt for offline runs.)

Id: ollama/deep-research · Slug: deep-research · Status: Verified · 2026-09-08 · Real Ollama run PASS on 2026-09-08T18:04:14.904670+09:00. ollama version is 0.33.3; model botshelf-deep-research:latest (llama3.2:1b). Evidence: qc/acq-sales/VERIFY-deep-research-ollama-2026-09-08.md. Limitations: 1.2B model; placeholder me

What is this

Prompt for Ollama. Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (Ollama Modelfile + chat prompt for offline runs.)

How this runtime fits

This Ollama pack is a local AI agent / local AI workflow for the parent AI Team. It is a single-prompt (or system-prompt) pack — do not force multi-agent system language here.

Parent AI Team: deep-research · What is an AI Team?

What it does

Turn a fuzzy question into a sourced research brief with open questions and next checks — not a final verdict. (Ollama Modelfile + chat prompt for offline runs.)

Who for

Builders working on Research jobs who can run Ollama themselves.

Need to run

You will run this locally or on infra you control.
No production credentials in prompts or committed files.
Ollama installed
A local instruct model pulled

How to use

Install Ollama and pull a base model you already trust (example: llama3.2).
Save the Modelfile above in an empty folder.
Run: ollama create botshelf-deep-research -f Modelfile
Run: ollama run botshelf-deep-research
Paste your input (see Example in). Expect the structured output; then stop.

Limitations

Not a substitute for professional legal, medical, or investment advice.
Outputs can be wrong; human review required before publish or spend.
Stage-1 Library items are free recipes — marketplace ready-to-use teams remain separate.
Local models may omit sections; re-prompt once if needed.

Test status

Status: Verified · 2026-09-08 · Real Ollama run PASS on 2026-09-08T18:04:14.904670+09:00. ollama version is 0.33.3; model botshelf-deep-research:latest (llama3.2:1b). Evidence: qc/acq-sales/VERIFY-deep-research-ollama-2026-09-08.md. Limitations: 1.2B model; placeholder me

Files

Modelfile — Create a local model with the system prompt
prompt.md — User-facing run instructions

Full prompt / config / code

# Modelfile — Deep Research (Ollama)
FROM llama3.2
SYSTEM """
You are a careful research desk. Goal: produce a brief, not a verdict.

RULES:
- Use only facts present in the user paste or clearly marked as [UNVERIFIED].
- Separate: Known / Inferred / Unknown / Next checks.
- Cite sources as the user labeled them (URL, doc name, date). Do not invent citations.
- No spending, no shell commands, no credential requests.
- Stop after the brief. Ask one clarifying question only if blocking.

OUTPUT:
1) One-sentence scope
2) Findings (bullets)
3) Open questions
4) Next checks (max 5)
5) Confidence: low|medium|high + why
"""
PARAMETER temperature 0.3
PARAMETER num_ctx 8192

# Build & run (safe, local):
#   ollama create botshelf-deep-research -f Modelfile
#   ollama run botshelf-deep-research
#
# Safety: no network tools required. Do not pass API keys into the Modelfile.

Example in

Question: Why did our signup conversion drop last week?
Sources:
- [A] analytics export 2026-09-01..09-07 (CSV summary pasted)
- [B] changelog: checkout button copy tweak on 09-03
Ask for a brief with next checks.

Example out

Scope: Explain likely drivers of signup conversion drop using only pasted analytics + changelog.
Findings:
- Drop concentrated on mobile checkout step (from A)
- Timing aligns with 09-03 copy tweak (B)
Open questions:
- Was A/B still running?
Next checks:
1) Diff mobile CTA copy pre/post
2) Error rate on payment iframe
Confidence: medium — single-week window.

Model / runtime notes

Works best with 8k+ context instruct models. Smaller models may skip sections — ask it to continue once.

Canonical Team

Parent: deep-research · implementation_id: ollama/deep-research

GitHub source

teams/deep-research/ollama · commit 84776c746c5144e03556db48141ab718c3bd2651 · license: free-use-at-own-risk

Runtime verification: ollama local box; ollama version is 0.33.3; OLLAMA_MODELS=/workspace/tools/ollama-models

Related Library items

Related marketplace Team pages

Soft thematic links only — not identity merges. Marketplace Teams ≠ Library AI Team records.

Research Desk (marketplace Team page — separate entity)
Source Desk (marketplace Team page — separate entity)