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Aici Alternatives
Similar projects and alternatives to aici
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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autogen
A programming framework for agentic AI. Discord: https://aka.ms/autogen-dc. Roadmap: https://aka.ms/autogen-roadmap
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orval
orval is able to generate client with appropriate type-signatures (TypeScript) from any valid OpenAPI v3 or Swagger v2 specification, either in yaml or json formats. 🍺
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EdgeChains
EdgeChains.js Typescript/Javascript production-friendly Generative AI. Based on Jsonnet. Works anywhere that Webassembly does. Prompts live declaratively & "outside code in config". Kubernetes & edge friendly. Compatible with OpenAI GPT, Gemini, Llama2, Anthropic, Mistral and others
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ghidra_tools
A collection of Ghidra scripts, including the GPT-3 powered code analyser and annotator, G-3PO.
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transformers-CFG
🤗 A specialized library for integrating context-free grammars (CFG) in EBNF with the Hugging Face Transformers
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sglang
SGLang is a structured generation language designed for large language models (LLMs). It makes your interaction with models faster and more controllable.
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Awesome-LLM-Productization
Awesome-LLM-Productization: a curated list of tools/tricks/news/regulations about AI and Large Language Model (LLM) productization
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NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better aici alternative or higher similarity.
aici reviews and mentions
Posts with mentions or reviews of aici.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-15.
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HonoJS: Small, simple, and ultrafast web framework for the Edges
Have you looked at AICI by Microsoft yet?
https://github.com/microsoft/aici/
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LLM4Decompile: Decompiling Binary Code with LLM
I have been planning to work on something like this. I think that eventually, someone will crack the "binary in -> good source code out of LLM" pipeline but we are probably a few years away from that still. I say a few years because I don't think there's a huge pile of money sitting at the end of this problem, but maybe I'm wrong.
A really good "stop-gap" approach would be to build a decompilation pipeline using Ghidra in headless mode and then combine the strict syntax correctness of a decompiler with the "intuition/system 1 skills" of an LLM. My inspiration for this setup comes from two recent advancements, both shared here on HN:
1. AlphaGeometry: The Decompiler and the LLM should complement each other, covering each other's weaknesses. https://deepmind.google/discover/blog/alphageometry-an-olymp...
2. AICI: We need a better way of "hacking" on top of these models, and being able to use something like AICI as the "glue" to coordinate the generation of C source. I don't really want the weights of my LLM to be used to generate syntactically correct C source, I want the LLM to think in terms of variable names, "snippet patterns" and architectural choices while other tools (Ghidra, LLVM) worry about the rest. https://github.com/microsoft/aici
Obviously this is all hand-wavey armchair commentary from a former grad student who just thinks this stuff is cool. Huge props to these researchers for diving into this. I know the authors already mentioned incorporating Ghidra into their future work, so I know they're on the right track.
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Show HN: Prompts as (WASM) Programs
We believe Guidance can run on top of AICI (we're working on efficient Earley parser for that [0], together with local Guidance folks). AICI is generally lower level (though our sample controllers are at similar level to Guidance).
[0] https://github.com/microsoft/aici/blob/main/controllers/aici...
- AI Controller Interface (AICI)
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A note from our sponsor - SaaSHub
www.saashub.com | 2 May 2024
Stats
Basic aici repo stats
6
1,723
9.9
7 days ago
microsoft/aici is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of aici is Rust.
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