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what i learned from building 50+ AI Agents last year (edited)

"Been building AI agents for more than a year and honestly... most of you are doing it completely wrong"

Nanonets

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Nanonets-OCR-s

Task: image-text-to-text

MiniMax

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MiniMax-M1-80k

Task: text-generation

Tencent

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Hunyuan3D-2.1

Task: image-to-3d

Menlo Research

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Jan-nano

Task: text-generation

lz

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MonkeyOCR

Task: visual-document-retrieval

Moonshot AI

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Kimi-Dev-72B

DeeJayT

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Wan14BT2VFusioniX

Task: text-to-video

Mistral AI_

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Magistral-Small-2506

MiniMax

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MiniMax-M1-40k

Task: text-generation

apache

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superset

Apache Superset is a Data Visualization and Data Exploration Platform

bluenviron

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mediamtx

Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams.

modelscope

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FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

novuhq

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novu

The open-source notification Inbox infrastructure. E-mail, SMS, Push and Slack Integrations.

lancedb

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

prometheus

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node_exporter

Exporter for machine metrics

bmaltais

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kohya_ss