GitSocial · Repository PassportPARTIAL · 2026-09-29Z

haystack-telegram-group-memory nifontovoleg · PARTIAL

Telegram group assistant with dual-layer memory: Pinecone semantic recall, SQLite metadata, and Haystack hybrid RAG for listening sessions.

github.com/nifontovoleg/haystack-telegram-group-memory · ★ 0 · Forks 0 · Size 27 KB

SUMMARY

Technologies 6
Scored 5
Observed 5
Practices 6
Evidence 7
Skips 1

COVERAGE

Analyzed 38 files · 1 commits · 0 API calls

TECHNOLOGIES & DEPTH

Markdown LANGUAGE Depth 70
1 files · PRODUCTION
Python LANGUAGE Depth 70
33 files · PRODUCTION
pip BUILD_TOOL Depth 80
1 files · CONFIGURATION
Pydantic LIBRARY Depth 58
1 files · PRODUCTION
pytest TESTING Depth 47
1 files · PRODUCTION
python-dotenv LIBRARY Depth —
0 files · config only

PRACTICES

documentation · observedautomated_tests · observedcontinuous_integration · absentcontainerization · absentlinting · absentformatting · absent

ACTIVITY & OWNERSHIP

First commit 2026-08-10
Last commit 2026-08-10
Active months 1
Commits 1

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