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vortico/flama

The production framework for Predictive and Generative AI. Serve any model as an API in one line, with OpenAI/Anthropic/Ollama-compatible endpoints, a built-in chat UI, and native MCP.

Visit GitHub
Python
305
17
11 contributors
Apache License 2.0
website
FeaturedAdvertise to 180K+ monthly visitors
Bifrost

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Momentum

How fast vortico/flama is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 8 – Nov 5, 2026

Stars +10 in 59 days

0123
3

Forks +1 in 59 days

01
1

Merged PRs 5 in 59 days

0123
3

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 8Sep 16Sep 24Oct 2Oct 10Oct 18Oct 26Nov 3
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Tue, Sep 8, 2026+0+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+0+01
Fri, Sep 11, 2026+0+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+0+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+0+00
Wed, Sep 23, 2026+0+00
Thu, Sep 24, 2026+1+00
Fri, Sep 25, 2026+1+00
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+3+03
Tue, Oct 6, 2026+0+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+2+00
Tue, Oct 13, 2026+1+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+10
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+0+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+0+00
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+01
Mon, Nov 2, 2026+0+00
Tue, Nov 3, 2026+0+00
Wed, Nov 4, 2026+1+00
Thu, Nov 5, 2026+0+00
Total+10+15
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Oct 71 post

    • Flama: 8 years in, LLMs are first-class citizens in this Python framework

      Read full on Reddit

      r/LLMDevs

  2. 14 days earlier
  3. Sep 231 post

    • Your model artefact should carry its own metrics

      Read full on Reddit

      r/mlops

  4. 1 month earlier
  5. Aug 213 posts

    • training vs inference, and how serving used to be “flask + small model file” this is the cleanest description of the shift. classical serving could live behind a thin http layer because the model was…

      Read full on X, posted by @migduroli_

      @migduroli_ · x.com

    • fastapi’s docs deserve the reputation. they made the happy path obvious without hiding the extension points. the harder product problem appears later: when the same service has to grow from a pure…

      Read full on X, posted by @migduroli_

      @migduroli_ · x.com

    • the hard part is rarely the cache hit itself. it is the boundary conditions: isolation between tenants, eviction under memory pressure, and what “same prefix” even means once you have tool calls or…

      Read full on X, posted by @migduroli_

      @migduroli_ · x.com

  6. Aug 201 post

    • we just put our paper on arxiv. it describes a single python framework that tries to keep three things under one architecture: ordinary rest apis, classical model serving, and llm inference. the…

      Read full on X, posted by @migduroli_

      @migduroli_ · x.com

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