Python · Apache-2.0
neuml/txtai
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
★ 13.1k
Stars
963 forks · 20 open issues
+2.9/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
41.7
Momentum / 100
see the breakdown below
6y ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 11.2 | +2.9/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 3.6 | last week ran 1.24× the monthly pace |
| Freshness | 15 | 14.9 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 11.9 | 13.1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 41.7 | sum of the above |
Detail
| Topics | agentsaiai-agentsembeddingsinformation-retrievallanguage-modellarge-language-modelsllmnlppythonragretrieval-augmented-generationsearchsearch-enginesemantic-searchsentence-embeddingstransformerstxtaivector-databasevector-search |
| Matched on | AI Agents (ai-agents) RAG (embeddings, rag, retrieval-augmented-generation, semantic-search, vector-database) LLM & Inference (large-language-models) |
| Short window | +20 stars over 7 days = 2.9/day |
| Long window | +60 stars over 26 days = 2.3/day |
| Lifetime average | 5.73 stars/day over 2,279 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |