TogoLM v1.0 — First open-source AI infrastructure for Togo

What is TogoLM?

TogoLM is the first open-source AI knowledge layer dedicated to Togo — a complete
pipeline from raw web scraping to a fine-tuned LLM and public REST API that developers,
startups, and institutions can build upon.

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What's included in v1.0

Corpus — 62 168 documents, 30 sources

• Government: jo.gouv.tg, finances.gouv.tg, education.gouv.tg, agriculture.gouv.tg,
  commerce.gouv.tg, justice.gouv.tg, otr.tg, inseed.tg, cnss.tg, service-public.gouv.tg,
  presidenceduconseil.gouv.tg, legitogo.gouv.tg, and more
• Press: icilome.com, togoactualite.com, togofirst.com, lomeinfos.com,
  letogolais.com, savoirnews.net, republicoftogo.com
• Encyclopedic / international: fr.wikipedia.org, europa.eu, unicef.org

Fine-tuned model — published on Hugging Face

• togolm/togolm-7b-instruct-v1
  — Mistral 7B Instruct v0.3 fine-tuned with QLoRA on the Togolese corpus
• togolm/togolm-corpus-v1 — Q&A dataset used for fine-tuning

REST API — live at api.togolm.kofcorporation.com

• POST /v1/query — RAG question answering
• POST /v1/query/stream — SSE streaming
• GET /v1/search — Full-text search
• GET /v1/stats — Corpus statistics

Showcase — live at togolm.kofcorporation.com

• Corpus browser, full-text search, streaming RAG chat, developer docs

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Quick start

git clone https://github.com/omarfarouk228/togolm.git
cd togolm && cp .env.example .env
uv sync
uvicorn api.app.main:app --reload --port 8000

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Project lead: Omar Farouk KOUGBADA · KOF CORPORATION · Lomé, Togo