This project demonstrates function-calling with Python and Ollama, utilizing the Africa's Talking API to send airtime and messages to phone numbers using natural language prompts. Ollama + LLM w/ functions + Natural language = User Interface for non-coders.
active 2024-09-18 → 2026-06-22 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 643 days from 2024-09-18 to 2026-06-22. Pushes: 189 total, peak 16 in a day. Pull requests: 34 total, peak 7 in a day. Issues: 3 total, peak 1 in a day. Comments: 5 total, peak 1 in a day. Stars: 12 total, peak 2 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| Shuyib | 203 | 181 | 17 | 1 |
| dependabot[bot] | 12 | 0 | 10 | 2 |
| Copilot | 10 | 5 | 3 | 0 |
| LucyMulei | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Pull request#29dependabot[bot]2026-03-18 22:45
- Pull request#28dependabot[bot]2026-03-12 20:43
- Pull request#27dependabot[bot]2026-02-21 05:38
- Pull request#26Copilot2026-02-10 05:28
- Pull request#25Copilot2026-01-18 09:47
- Issue#24Shuyib2025-12-21 08:50Add ideas from gemma scope to allow you to grok the model behavior
- Pull request#22Copilot2025-09-30 04:48
- Issue#21Shuyib2025-09-10 04:14Add captum, inspect, and llm as judges
- Pull request#19Shuyib2025-07-19 11:42
- Pull request#18Shuyib2025-07-19 11:41
- Issue comment#18Shuyib2025-07-19 11:41Migrate from pyautogen to ag2 Library
- Pull request#19Copilot2025-07-19 08:49
- Pull request#18AG2AI-Admin2025-07-19 03:36
- Issue comment#16LucyMulei2025-07-04 08:22Detect Outliers in API Latency
- Issue#17Shuyib2025-07-02 08:08Summarize Error Patterns in API Data
- Pull request#13dependabot[bot]2025-07-01 09:28
- Pull request#14Shuyib2025-07-01 09:27
- Pull request#13dependabot[bot]2025-07-01 06:58
- Pull request#9Shuyib2025-07-01 04:33
- Issue comment#10Shuyib2025-07-01 04:32Add USSD, data, and voice examples
- Pull request#10Shuyib2025-07-01 04:32
- Pull request#12Shuyib2025-07-01 04:22
- Pull request#12Shuyib2025-07-01 04:20
- Pull request#11Shuyib2025-06-10 11:19
- Pull request#10Shuyib2025-06-10 11:16
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 12 stars here means stars gained during the window, not the repo's star count.